1  PvSeroApp in R Tutorial

1.1 Data Analysis: function by function

We can also run the functions within the runPvSeroPipeline() to identify each step independently. This can be useful particularly when modifying graphs or saving files and interrogating the data.

1.1.1 Visualisation of the PvSeroApp Pipeline

1.1.2 Using Tutorial Dataset: Load the Data

We will be using the build-in files in the R package for this tutorial, as shown here:

library(SeroTrackR)
library(tidyverse)

your_raw_data <- c(
  system.file("extdata", "example_MAGPIX_plate1.csv", package = "SeroTrackR"),
  system.file("extdata", "example_MAGPIX_plate2.csv", package = "SeroTrackR"), 
  system.file("extdata", "example_MAGPIX_plate3.csv", package = "SeroTrackR")
)
your_plate_layout <- system.file("extdata", "example_platelayout_1.xlsx", package = "SeroTrackR")

To run your OWN data, follow the code here, replacing PATH/TO/YOUR/FILE with your file path:

your_raw_data <- c(
  "PATH/TO/YOUR/FILE/plate1.csv",
  "PATH/TO/YOUR/FILE/plate2.csv",
  "PATH/TO/YOUR/FILE/plate3.csv"
)
your_plate_layout <- "PATH/TO/YOUR/FILE/plate_layout.xlsx"
NoteData preparation

Please ensure that you have read and prepared your raw Luminex files and plate layout files as per the instructions in the Before You Begin page.

1.1.3 Step 1: Read in the raw data

You can read any Luminex serology data file using the readSeroData() function.

The Luminex platform can be specified using the platform argument, with either bioplex, magpix or intelliflex.

For the xPONENT software-based exported files (MAGPIX or INTELLIFLEX), the version of the software should be specified as either “4.2” or “4.3”, with the version “4.2” as the default.

sero_data <- readSeroData(
  raw_data = your_raw_data, 
  platform = "magpix",        # default 
  version = "4.2"             # default 
)
#> PASS: File example_magpix_plate1.csv successfully validated.
#> PASS: File example_magpix_plate2.csv successfully validated.
#> PASS: File example_magpix_plate3.csv successfully validated.
sero_data

$ data_raw

Program xPONENT …3 MAGPIX …5 …6 …7 …8 …9 …10 …11 …12 …13 …14 …15 …16 …17 Plate
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate1
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate1
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate1
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate1
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate1
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate1
1(1,A1) Blank1 20 200 20 10 20 10 30 20 1898 NA NA NA NA NA NA plate1
2(1,A2) Blank2 15 291 15 15 15 10 20 15 1805 NA NA NA NA NA NA plate1
3(1,A3) S1 15710.5 11990 22583 21244 24306 7907.5 13207 12427 1842 NA NA NA NA NA NA plate1
4(1,A4) S2 13545 8285 16947.5 16146 17172 7186 8550 8034 2044 NA NA NA NA NA NA plate1
5(1,A5) S3 9767 4950 10865 10621.5 11358 4475.5 5329 4990 1815 NA NA NA NA NA NA plate1
6(1,A6) S4 5648.5 2519 6060 5968.5 6237 3508 2671 2446.5 1950 NA NA NA NA NA NA plate1
7(1,A7) S5 4104.5 1431 3711.5 3738 3883.5 2082 1548 1299 1991 NA NA NA NA NA NA plate1
8(1,A8) S6 2105 676.5 1889 1667 2136 1102 698.5 581 1827 NA NA NA NA NA NA plate1
9(1,A9) S7 1107 328 1106 890 1204 657 333 264 2095 NA NA NA NA NA NA plate1
10(1,A10) S8 452.5 141 465 405.5 522 277 156 111 1643 NA NA NA NA NA NA plate1
11(1,A11) S9 209 65 206.5 181.5 249 138 77 46.5 1888 NA NA NA NA NA NA plate1
12(1,A12) S10 105 42 113.5 87 134 93 40 28 1876 NA NA NA NA NA NA plate1
13(1,B1) Unknown013 2712 1569 673 327 182 1068 936 223 1927 NA NA NA NA NA NA plate1
14(1,B2) Unknown014 134 378 117 197 58 465.5 122 93 1965 NA NA NA NA NA NA plate1
15(1,B3) Unknown015 182 209 208 374 221.5 463 293 868 1970 NA NA NA NA NA NA plate1
16(1,B4) Unknown016 152 229.5 101 89 48 591 109 110 1911 NA NA NA NA NA NA plate1
17(1,B5) Unknown017 1135 236 299 507 209.5 671 1665.5 266 1977 NA NA NA NA NA NA plate1
18(1,B6) Unknown018 174 395 175 78 70 103 294.5 92 1902 NA NA NA NA NA NA plate1
19(1,B7) Unknown019 421 2081.5 529 149 962 1441.5 241 282 1913 NA NA NA NA NA NA plate1
20(1,B8) Unknown020 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate1
21(1,B9) Unknown021 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate1
22(1,B10) Unknown022 21464 11789 2508.5 8001 2342 1386 1992 2927 2133 NA NA NA NA NA NA plate1
23(1,B11) Unknown023 795 6135.5 407 273 535.5 1575 8821 998 1670 NA NA NA NA NA NA plate1
24(1,B12) Unknown024 1574 348.5 892 288 306 590 315 366 1955 NA NA NA NA NA NA plate1
25(1,C1) Unknown025 146 408.5 1130.5 83 100 301 652 130 1873 NA NA NA NA NA NA plate1
26(1,C2) Unknown026 1330.5 3036 965 174 79 1090 179 92 2173 NA NA NA NA NA NA plate1
27(1,C3) Unknown027 358 4074.5 335.5 140 390 6704 8814 5627 2012 NA NA NA NA NA NA plate1
28(1,C4) Unknown028 481 1870 421 182.5 1777.5 2390 2465 411 1794 NA NA NA NA NA NA plate1
29(1,C5) Unknown029 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate1
30(1,C6) Unknown030 943 584.5 235 135 3017 1034 4928 7730 1893 NA NA NA NA NA NA plate1
31(1,C7) Unknown031 532.5 1533 315 210 2575.5 2903 2779 7300 1946 NA NA NA NA NA NA plate1
32(1,C8) Unknown032 768 12605 409 7632 9860 13703 5612 6383 1843 NA NA NA NA NA NA plate1
33(1,C9) Unknown033 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate1
34(1,C10) Unknown034 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate1
35(1,C11) Unknown035 167 605 253 329 3973 1426.5 803 1670 1826 NA NA NA NA NA NA plate1
36(1,C12) Unknown036 1879 4562 415 18287 11482.5 12031 4830.5 4217 1690 NA NA NA NA NA NA plate1
37(1,D1) Unknown037 256 1507 117 129 168 488 908 87 1988 NA NA NA NA NA NA plate1
38(1,D2) Unknown038 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate1
39(1,D3) Unknown039 384 1708 326 1172.5 986 1041 299.5 149 1963 NA NA NA NA NA NA plate1
40(1,D4) Unknown040 210 512 221 191 89 203 410 174.5 2159 NA NA NA NA NA NA plate1
41(1,D5) Unknown041 351.5 312 165.5 88 66 205 200 183 2122 NA NA NA NA NA NA plate1
42(1,D6) Unknown042 1278 5810 275 230.5 137 2032 1762 1241 1997 NA NA NA NA NA NA plate1
43(1,D7) Unknown043 318 397 130 130.5 78 903 1513.5 325 1916 NA NA NA NA NA NA plate1
44(1,D8) Unknown044 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate1
45(1,D9) Unknown045 9686 873 333 166 791 1093 417.5 262 1691 NA NA NA NA NA NA plate1
46(1,D10) Unknown046 777.5 581 241.5 173 1479.5 899 1504 260 2044 NA NA NA NA NA NA plate1
47(1,D11) Unknown047 455 416.5 126 67 48 400 183 61 1639 NA NA NA NA NA NA plate1
48(1,D12) Unknown048 202 1142 137.5 176 204.5 1090 504 459 1957 NA NA NA NA NA NA plate1
49(1,E1) Unknown049 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate1
50(1,E2) Unknown050 561 7984 441 128 141 1993 2147 1502 1963 NA NA NA NA NA NA plate1
51(1,E3) Unknown051 506.5 340 152.5 147 90 600 2178 170 1856 NA NA NA NA NA NA plate1
52(1,E4) Unknown052 254 367 392.5 89 142.5 280 298 138 2019 NA NA NA NA NA NA plate1
53(1,E5) Unknown053 888 1955 438 173 507 1009 709 2040 2009 NA NA NA NA NA NA plate1
54(1,E6) Unknown054 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate1
55(1,E7) Unknown055 5733 1301.5 1920.5 220.5 4833 2340 5329 2369 1905 NA NA NA NA NA NA plate1
56(1,E8) Unknown056 19092 14422 1993 12836.5 7426 11930 4826 3468.5 2052 NA NA NA NA NA NA plate1
57(1,E9) Unknown057 596 15139 371.5 229 535.5 14032 7928.5 1414.5 1712 NA NA NA NA NA NA plate1
58(1,E10) Unknown058 1028 2646 1486 292 9357 8009 3736 14370.5 1862 NA NA NA NA NA NA plate1
59(1,E11) Unknown059 512 4735 3408 127.5 191 4401 11567 2923.5 1718 NA NA NA NA NA NA plate1
60(1,E12) Unknown060 883 1953 755 586 122 830 425.5 121 1767 NA NA NA NA NA NA plate1
61(1,F1) Unknown061 977 8719 509 187 1289 12930 13891 9531 1735 NA NA NA NA NA NA plate1
62(1,F2) Unknown062 791 1944 465 216.5 12307 5029 4157 760 1804 NA NA NA NA NA NA plate1
63(1,F3) Unknown063 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate1
64(1,F4) Unknown064 1111 613 357 196 8496 7914 5772.5 13202 2026 NA NA NA NA NA NA plate1
65(1,F5) Unknown065 956 2369 644 389 8762 9649 6437 21113 1871 NA NA NA NA NA NA plate1
66(1,F6) Unknown066 1307 20590 1335 10780 12736 25375.5 5493 7696 1868 NA NA NA NA NA NA plate1
67(1,F7) Unknown067 433 382 173 105 59 480 655 367 1813 NA NA NA NA NA NA plate1
68(1,F8) Unknown068 161 279 2524.5 105.5 55 307 681.5 472.5 2070 NA NA NA NA NA NA plate1
69(1,F9) Unknown069 439 732.5 397 2108 9692 8090 9513 7341 1870 NA NA NA NA NA NA plate1
70(1,F10) Unknown070 1837 11406 467.5 20011 19606 24476.5 5822 5127.5 2055 NA NA NA NA NA NA plate1
71(1,F11) Unknown071 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate1
72(1,F12) Unknown072 482 3990.5 388 3736 7436 7361 4111.5 2819 1831 NA NA NA NA NA NA plate1
73(1,G1) Unknown073 656 3103 505 14386 2343 5503 357.5 1215 1816 NA NA NA NA NA NA plate1
74(1,G2) Unknown074 243 568.5 693 141 79 339 2080 1470 1821 NA NA NA NA NA NA plate1
75(1,G3) Unknown075 1409.5 1123 379 153 167.5 1013 1553 1738 1979 NA NA NA NA NA NA plate1
76(1,G4) Unknown076 467.5 6741 238 174 181 6160 1660.5 1087 1910 NA NA NA NA NA NA plate1
77(1,G5) Unknown077 329 630 196 119 278 787 2052.5 2221 1752 NA NA NA NA NA NA plate1
78(1,G6) Unknown078 1122.5 17810 677 12254 16011 18719 3551 10222.5 1670 NA NA NA NA NA NA plate1
79(1,G7) Unknown079 10853 817.5 255 189 2247.5 3322 590 258 1702 NA NA NA NA NA NA plate1
80(1,G8) Unknown080 743.5 820 313.5 289 9351.5 7171 3062 676.5 1739 NA NA NA NA NA NA plate1
81(1,G9) Unknown081 723 1255 299 253 95 712 396 129.5 1574 NA NA NA NA NA NA plate1
82(1,G10) Unknown082 168 684 131 198 135.5 392 292 254.5 1597 NA NA NA NA NA NA plate1
83(1,G11) Unknown083 180 276 205 4646.5 2550 2664.5 724 2707 1546 NA NA NA NA NA NA plate1
84(1,G12) Unknown084 249.5 4104 250 96 68 1020 960 672 1710 NA NA NA NA NA NA plate1
85(1,H1) Unknown085 479 190 105 131 66 1449 1724.5 108 2102 NA NA NA NA NA NA plate1
86(1,H2) Unknown086 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate1
87(1,H3) Unknown087 281.5 1794 413 75 469.5 802 345 744.5 1694 NA NA NA NA NA NA plate1
88(1,H4) Unknown088 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate1
89(1,H5) Unknown089 3247 382 470 98 2319.5 2009 1521 1258 1615 NA NA NA NA NA NA plate1
90(1,H6) Unknown090 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 1452 NA NA NA NA NA NA plate1
91(1,H7) Unknown091 395 9914 211 131.5 325 3021 4608 1073.5 1537 NA NA NA NA NA NA plate1
92(1,H8) Unknown092 904.5 1871 793 172 6106 2093 1303 6595.5 1852 NA NA NA NA NA NA plate1
93(1,H9) Unknown093 323 2007.5 1950 106 191 2411 7377.5 1699 1563 NA NA NA NA NA NA plate1
94(1,H10) Unknown094 706 2087 791 169 66 990 261 65 1472 NA NA NA NA NA NA plate1
95(1,H11) Unknown095 323 4950 264 107 645 7092 8856 5330 1467 NA NA NA NA NA NA plate1
96(1,H12) Unknown096 367 1067 259 101 7423 1203 1841.5 335 1654 NA NA NA NA NA NA plate1
DataType: Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate1
1(1,A1) Blank1 24 200 22 12 16 13 28 16 1898 NA NA NA NA NA NA plate1
2(1,A2) Blank2 20 291 24 15 17 11 24 15 1887 NA NA NA NA NA NA plate1
3(1,A3) S1 15710.5 11990 22583 21244 24306 7907.5 13207 12427 1842 NA NA NA NA NA NA plate1
4(1,A4) S2 13545 8285 16947.5 16146 17172 7186 8550 8034 2044 NA NA NA NA NA NA plate1
5(1,A5) S3 9767 4950 10865 10621.5 11358 4475.5 5329 4990 1815 NA NA NA NA NA NA plate1
6(1,A6) S4 5648.5 2519 6060 5968.5 6237 3508 2671 2446.5 1950 NA NA NA NA NA NA plate1
7(1,A7) S5 4104.5 1431 3711.5 3738 3883.5 2082 1548 1299 1991 NA NA NA NA NA NA plate1
8(1,A8) S6 2105 676.5 1889 1667 2136 1102 698.5 581 1827 NA NA NA NA NA NA plate1
9(1,A9) S7 1107 328 1106 890 1204 657 333 264 2095 NA NA NA NA NA NA plate1
10(1,A10) S8 452.5 141 465 405.5 522 277 156 111 1643 NA NA NA NA NA NA plate1
11(1,A11) S9 209 65 206.5 181.5 249 138 77 46.5 1888 NA NA NA NA NA NA plate1
12(1,A12) S10 105 42 113.5 87 134 93 40 28 1876 NA NA NA NA NA NA plate1
13(1,B1) Unknown013 2712 1569 673 327 182 1068 936 223 1927 NA NA NA NA NA NA plate1
14(1,B2) Unknown014 134 378 117 197 58 465.5 122 93 1965 NA NA NA NA NA NA plate1
15(1,B3) Unknown015 182 209 208 374 221.5 463 293 868 1970 NA NA NA NA NA NA plate1
16(1,B4) Unknown016 152 229.5 101 89 48 591 109 110 1911 NA NA NA NA NA NA plate1
17(1,B5) Unknown017 1135 236 299 507 209.5 671 1665.5 266 1977 NA NA NA NA NA NA plate1
18(1,B6) Unknown018 174 395 175 78 70 103 294.5 92 1902 NA NA NA NA NA NA plate1
19(1,B7) Unknown019 421 2081.5 529 149 962 1441.5 241 282 1913 NA NA NA NA NA NA plate1
20(1,B8) Unknown020 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate1
21(1,B9) Unknown021 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate1
22(1,B10) Unknown022 21464 11789 2508.5 8001 2342 1386 1992 2927 2133 NA NA NA NA NA NA plate1
23(1,B11) Unknown023 795 6135.5 407 273 535.5 1575 8821 998 1670 NA NA NA NA NA NA plate1
24(1,B12) Unknown024 1574 348.5 892 288 306 590 315 366 1955 NA NA NA NA NA NA plate1
25(1,C1) Unknown025 146 408.5 1130.5 83 100 301 652 130 1873 NA NA NA NA NA NA plate1
26(1,C2) Unknown026 1330.5 3036 965 174 79 1090 179 92 2173 NA NA NA NA NA NA plate1
27(1,C3) Unknown027 358 4074.5 335.5 140 390 6704 8814 5627 2012 NA NA NA NA NA NA plate1
28(1,C4) Unknown028 481 1870 421 182.5 1777.5 2390 2465 411 1794 NA NA NA NA NA NA plate1
29(1,C5) Unknown029 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate1
30(1,C6) Unknown030 943 584.5 235 135 3017 1034 4928 7730 1893 NA NA NA NA NA NA plate1
31(1,C7) Unknown031 532.5 1533 315 210 2575.5 2903 2779 7300 1946 NA NA NA NA NA NA plate1
32(1,C8) Unknown032 768 12605 409 7632 9860 13703 5612 6383 1843 NA NA NA NA NA NA plate1
33(1,C9) Unknown033 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate1
34(1,C10) Unknown034 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate1
35(1,C11) Unknown035 167 605 253 329 3973 1426.5 803 1670 1826 NA NA NA NA NA NA plate1
36(1,C12) Unknown036 1879 4562 415 18287 11482.5 12031 4830.5 4217 1690 NA NA NA NA NA NA plate1
37(1,D1) Unknown037 256 1507 117 129 168 488 908 87 1988 NA NA NA NA NA NA plate1
38(1,D2) Unknown038 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate1
39(1,D3) Unknown039 384 1708 326 1172.5 986 1041 299.5 149 1963 NA NA NA NA NA NA plate1
40(1,D4) Unknown040 210 512 221 191 89 203 410 174.5 2159 NA NA NA NA NA NA plate1
41(1,D5) Unknown041 351.5 312 165.5 88 66 205 200 183 2122 NA NA NA NA NA NA plate1
42(1,D6) Unknown042 1278 5810 275 230.5 137 2032 1762 1241 1997 NA NA NA NA NA NA plate1
43(1,D7) Unknown043 318 397 130 130.5 78 903 1513.5 325 1916 NA NA NA NA NA NA plate1
44(1,D8) Unknown044 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate1
45(1,D9) Unknown045 9686 873 333 166 791 1093 417.5 262 1691 NA NA NA NA NA NA plate1
46(1,D10) Unknown046 777.5 581 241.5 173 1479.5 899 1504 260 2044 NA NA NA NA NA NA plate1
47(1,D11) Unknown047 455 416.5 126 67 48 400 183 61 1639 NA NA NA NA NA NA plate1
48(1,D12) Unknown048 202 1142 137.5 176 204.5 1090 504 459 1957 NA NA NA NA NA NA plate1
49(1,E1) Unknown049 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate1
50(1,E2) Unknown050 561 7984 441 128 141 1993 2147 1502 1963 NA NA NA NA NA NA plate1
51(1,E3) Unknown051 506.5 340 152.5 147 90 600 2178 170 1856 NA NA NA NA NA NA plate1
52(1,E4) Unknown052 254 367 392.5 89 142.5 280 298 138 2019 NA NA NA NA NA NA plate1
53(1,E5) Unknown053 888 1955 438 173 507 1009 709 2040 2009 NA NA NA NA NA NA plate1
54(1,E6) Unknown054 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate1
55(1,E7) Unknown055 5733 1301.5 1920.5 220.5 4833 2340 5329 2369 1905 NA NA NA NA NA NA plate1
56(1,E8) Unknown056 19092 14422 1993 12836.5 7426 11930 4826 3468.5 2052 NA NA NA NA NA NA plate1
57(1,E9) Unknown057 596 15139 371.5 229 535.5 14032 7928.5 1414.5 1712 NA NA NA NA NA NA plate1
58(1,E10) Unknown058 1028 2646 1486 292 9357 8009 3736 14370.5 1862 NA NA NA NA NA NA plate1
59(1,E11) Unknown059 512 4735 3408 127.5 191 4401 11567 2923.5 1718 NA NA NA NA NA NA plate1
60(1,E12) Unknown060 883 1953 755 586 122 830 425.5 121 1767 NA NA NA NA NA NA plate1
61(1,F1) Unknown061 977 8719 509 187 1289 12930 13891 9531 1735 NA NA NA NA NA NA plate1
62(1,F2) Unknown062 791 1944 465 216.5 12307 5029 4157 760 1804 NA NA NA NA NA NA plate1
63(1,F3) Unknown063 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate1
64(1,F4) Unknown064 1111 613 357 196 8496 7914 5772.5 13202 2026 NA NA NA NA NA NA plate1
65(1,F5) Unknown065 956 2369 644 389 8762 9649 6437 21113 1871 NA NA NA NA NA NA plate1
66(1,F6) Unknown066 1307 20590 1335 10780 12736 25375.5 5493 7696 1868 NA NA NA NA NA NA plate1
67(1,F7) Unknown067 433 382 173 105 59 480 655 367 1813 NA NA NA NA NA NA plate1
68(1,F8) Unknown068 161 279 2524.5 105.5 55 307 681.5 472.5 2070 NA NA NA NA NA NA plate1
69(1,F9) Unknown069 439 732.5 397 2108 9692 8090 9513 7341 1870 NA NA NA NA NA NA plate1
70(1,F10) Unknown070 1837 11406 467.5 20011 19606 24476.5 5822 5127.5 2055 NA NA NA NA NA NA plate1
71(1,F11) Unknown071 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate1
72(1,F12) Unknown072 482 3990.5 388 3736 7436 7361 4111.5 2819 1831 NA NA NA NA NA NA plate1
73(1,G1) Unknown073 656 3103 505 14386 2343 5503 357.5 1215 1816 NA NA NA NA NA NA plate1
74(1,G2) Unknown074 243 568.5 693 141 79 339 2080 1470 1821 NA NA NA NA NA NA plate1
75(1,G3) Unknown075 1409.5 1123 379 153 167.5 1013 1553 1738 1979 NA NA NA NA NA NA plate1
76(1,G4) Unknown076 467.5 6741 238 174 181 6160 1660.5 1087 1910 NA NA NA NA NA NA plate1
77(1,G5) Unknown077 329 630 196 119 278 787 2052.5 2221 1752 NA NA NA NA NA NA plate1
78(1,G6) Unknown078 1122.5 17810 677 12254 16011 18719 3551 10222.5 1670 NA NA NA NA NA NA plate1
79(1,G7) Unknown079 10853 817.5 255 189 2247.5 3322 590 258 1702 NA NA NA NA NA NA plate1
80(1,G8) Unknown080 743.5 820 313.5 289 9351.5 7171 3062 676.5 1739 NA NA NA NA NA NA plate1
81(1,G9) Unknown081 723 1255 299 253 95 712 396 129.5 1574 NA NA NA NA NA NA plate1
82(1,G10) Unknown082 168 684 131 198 135.5 392 292 254.5 1597 NA NA NA NA NA NA plate1
83(1,G11) Unknown083 180 276 205 4646.5 2550 2664.5 724 2707 1546 NA NA NA NA NA NA plate1
84(1,G12) Unknown084 249.5 4104 250 96 68 1020 960 672 1710 NA NA NA NA NA NA plate1
85(1,H1) Unknown085 479 190 105 131 66 1449 1724.5 108 2102 NA NA NA NA NA NA plate1
86(1,H2) Unknown086 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate1
87(1,H3) Unknown087 281.5 1794 413 75 469.5 802 345 744.5 1694 NA NA NA NA NA NA plate1
88(1,H4) Unknown088 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate1
89(1,H5) Unknown089 3247 382 470 98 2319.5 2009 1521 1258 1615 NA NA NA NA NA NA plate1
90(1,H6) Unknown090 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 1452 NA NA NA NA NA NA plate1
91(1,H7) Unknown091 395 9914 211 131.5 325 3021 4608 1073.5 1537 NA NA NA NA NA NA plate1
92(1,H8) Unknown092 904.5 1871 793 172 6106 2093 1303 6595.5 1852 NA NA NA NA NA NA plate1
93(1,H9) Unknown093 323 2007.5 1950 106 191 2411 7377.5 1699 1563 NA NA NA NA NA NA plate1
94(1,H10) Unknown094 706 2087 791 169 66 990 261 65 1472 NA NA NA NA NA NA plate1
95(1,H11) Unknown095 323 4950 264 107 645 7092 8856 5330 1467 NA NA NA NA NA NA plate1
96(1,H12) Unknown096 367 1067 259 101 7423 1203 1841.5 335 1654 NA NA NA NA NA NA plate1
DataType: Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate1
1(1,A1) Blank1 150 88 184 170 105 127 85 119 1898 NA NA NA NA NA NA plate1
2(1,A2) Blank2 142 97 208 169 119 110 87 125 1892 NA NA NA NA NA NA plate1
3(1,A3) S1 52 61 67 53 59 50 79 63 1842 NA NA NA NA NA NA plate1
4(1,A4) S2 60 57 72 50 75 55 71 71 2044 NA NA NA NA NA NA plate1
5(1,A5) S3 65 75 91 50 90 74 97 80 1815 NA NA NA NA NA NA plate1
6(1,A6) S4 66 57 58 66 75 50 63 66 1950 NA NA NA NA NA NA plate1
7(1,A7) S5 60 74 80 55 70 50 70 78 1991 NA NA NA NA NA NA plate1
8(1,A8) S6 51 56 69 50 57 58 72 81 1827 NA NA NA NA NA NA plate1
9(1,A9) S7 63 57 56 53 66 50 72 56 2095 NA NA NA NA NA NA plate1
10(1,A10) S8 50 62 52 50 50 53 61 65 1643 NA NA NA NA NA NA plate1
11(1,A11) S9 67 60 78 68 69 50 83 62 1888 NA NA NA NA NA NA plate1
12(1,A12) S10 65 50 80 57 59 59 77 64 1876 NA NA NA NA NA NA plate1
13(1,B1) Unknown013 157 99 177 147 120 121 79 99 1927 NA NA NA NA NA NA plate1
14(1,B2) Unknown014 147 88 213 176 103 132 99 122 1965 NA NA NA NA NA NA plate1
15(1,B3) Unknown015 157 97 218 170 104 111 95 114 1970 NA NA NA NA NA NA plate1
16(1,B4) Unknown016 136 84 185 161 135 132 79 120 1911 NA NA NA NA NA NA plate1
17(1,B5) Unknown017 143 84 187 179 110 137 86 111 1977 NA NA NA NA NA NA plate1
18(1,B6) Unknown018 135 91 203 156 128 110 84 108 1902 NA NA NA NA NA NA plate1
19(1,B7) Unknown019 139 84 192 137 101 126 78 113 1913 NA NA NA NA NA NA plate1
20(1,B8) Unknown020 145 79 179 146 106 106 87 118 1828 NA NA NA NA NA NA plate1
21(1,B9) Unknown021 151 91 177 159 118 129 71 109 1885 NA NA NA NA NA NA plate1
22(1,B10) Unknown022 143 98 196 190 118 168 77 149 2133 NA NA NA NA NA NA plate1
23(1,B11) Unknown023 115 92 169 146 90 112 85 112 1670 NA NA NA NA NA NA plate1
24(1,B12) Unknown024 169 78 193 189 109 125 88 105 1955 NA NA NA NA NA NA plate1
25(1,C1) Unknown025 127 82 198 176 93 132 81 116 1873 NA NA NA NA NA NA plate1
26(1,C2) Unknown026 168 91 211 188 107 149 90 137 2173 NA NA NA NA NA NA plate1
27(1,C3) Unknown027 157 96 190 169 105 150 87 140 2012 NA NA NA NA NA NA plate1
28(1,C4) Unknown028 119 60 156 154 112 131 91 109 1794 NA NA NA NA NA NA plate1
29(1,C5) Unknown029 147 81 214 167 116 133 69 127 2023 NA NA NA NA NA NA plate1
30(1,C6) Unknown030 173 90 177 131 97 123 87 115 1893 NA NA NA NA NA NA plate1
31(1,C7) Unknown031 134 79 176 160 130 144 95 125 1946 NA NA NA NA NA NA plate1
32(1,C8) Unknown032 143 78 157 178 89 114 77 131 1843 NA NA NA NA NA NA plate1
33(1,C9) Unknown033 168 88 193 140 92 127 69 117 1900 NA NA NA NA NA NA plate1
34(1,C10) Unknown034 147 90 205 187 110 110 76 110 1947 NA NA NA NA NA NA plate1
35(1,C11) Unknown035 143 67 183 157 97 128 62 97 1826 NA NA NA NA NA NA plate1
36(1,C12) Unknown036 123 73 165 137 98 121 80 103 1690 NA NA NA NA NA NA plate1
37(1,D1) Unknown037 133 88 216 182 90 127 83 138 1988 NA NA NA NA NA NA plate1
38(1,D2) Unknown038 140 76 191 176 126 136 82 129 1943 NA NA NA NA NA NA plate1
39(1,D3) Unknown039 150 86 196 168 103 145 84 133 1963 NA NA NA NA NA NA plate1
40(1,D4) Unknown040 165 88 216 197 116 134 77 132 2159 NA NA NA NA NA NA plate1
41(1,D5) Unknown041 170 96 200 203 109 124 94 131 2122 NA NA NA NA NA NA plate1
42(1,D6) Unknown042 155 93 205 140 118 138 81 113 1997 NA NA NA NA NA NA plate1
43(1,D7) Unknown043 169 89 177 178 89 125 72 108 1916 NA NA NA NA NA NA plate1
44(1,D8) Unknown044 152 104 202 182 105 150 77 130 2026 NA NA NA NA NA NA plate1
45(1,D9) Unknown045 121 79 166 138 101 130 64 109 1691 NA NA NA NA NA NA plate1
46(1,D10) Unknown046 142 90 190 179 108 134 81 120 2044 NA NA NA NA NA NA plate1
47(1,D11) Unknown047 115 78 178 131 84 119 69 91 1639 NA NA NA NA NA NA plate1
48(1,D12) Unknown048 169 82 194 183 100 147 81 113 1957 NA NA NA NA NA NA plate1
49(1,E1) Unknown049 128 86 190 173 93 117 69 126 1836 NA NA NA NA NA NA plate1
50(1,E2) Unknown050 140 93 199 199 85 144 88 125 1963 NA NA NA NA NA NA plate1
51(1,E3) Unknown051 132 75 158 166 125 141 91 111 1856 NA NA NA NA NA NA plate1
52(1,E4) Unknown052 152 105 204 157 96 164 51 111 2019 NA NA NA NA NA NA plate1
53(1,E5) Unknown053 164 87 203 181 109 118 86 117 2009 NA NA NA NA NA NA plate1
54(1,E6) Unknown054 121 89 191 195 107 133 84 122 1964 NA NA NA NA NA NA plate1
55(1,E7) Unknown055 146 82 162 136 101 147 72 125 1905 NA NA NA NA NA NA plate1
56(1,E8) Unknown056 163 77 210 176 117 125 75 138 2052 NA NA NA NA NA NA plate1
57(1,E9) Unknown057 139 75 144 131 98 115 90 90 1712 NA NA NA NA NA NA plate1
58(1,E10) Unknown058 145 100 191 165 114 128 73 112 1862 NA NA NA NA NA NA plate1
59(1,E11) Unknown059 133 82 178 134 79 118 76 106 1718 NA NA NA NA NA NA plate1
60(1,E12) Unknown060 137 77 181 161 99 125 64 108 1767 NA NA NA NA NA NA plate1
61(1,F1) Unknown061 149 87 170 127 94 120 85 120 1735 NA NA NA NA NA NA plate1
62(1,F2) Unknown062 163 87 153 162 100 119 66 98 1804 NA NA NA NA NA NA plate1
63(1,F3) Unknown063 103 85 158 167 84 126 84 90 1705 NA NA NA NA NA NA plate1
64(1,F4) Unknown064 149 85 174 177 128 137 90 137 2026 NA NA NA NA NA NA plate1
65(1,F5) Unknown065 125 79 171 151 113 146 99 107 1871 NA NA NA NA NA NA plate1
66(1,F6) Unknown066 133 87 195 160 107 114 67 132 1868 NA NA NA NA NA NA plate1
67(1,F7) Unknown067 144 74 155 159 101 124 80 99 1813 NA NA NA NA NA NA plate1
68(1,F8) Unknown068 161 89 212 158 118 156 70 128 2070 NA NA NA NA NA NA plate1
69(1,F9) Unknown069 140 76 187 176 101 126 85 119 1870 NA NA NA NA NA NA plate1
70(1,F10) Unknown070 151 93 192 157 140 126 79 140 2055 NA NA NA NA NA NA plate1
71(1,F11) Unknown071 126 72 221 141 116 129 65 97 1798 NA NA NA NA NA NA plate1
72(1,F12) Unknown072 151 80 170 176 98 113 86 110 1831 NA NA NA NA NA NA plate1
73(1,G1) Unknown073 155 85 166 168 108 136 60 101 1816 NA NA NA NA NA NA plate1
74(1,G2) Unknown074 112 74 173 154 90 119 73 122 1821 NA NA NA NA NA NA plate1
75(1,G3) Unknown075 158 95 183 148 106 164 79 116 1979 NA NA NA NA NA NA plate1
76(1,G4) Unknown076 142 85 174 196 102 106 82 131 1910 NA NA NA NA NA NA plate1
77(1,G5) Unknown077 133 79 165 161 91 111 80 107 1752 NA NA NA NA NA NA plate1
78(1,G6) Unknown078 120 85 155 137 81 97 75 104 1670 NA NA NA NA NA NA plate1
79(1,G7) Unknown079 135 72 165 143 74 138 70 121 1702 NA NA NA NA NA NA plate1
80(1,G8) Unknown080 132 72 180 130 104 114 72 96 1739 NA NA NA NA NA NA plate1
81(1,G9) Unknown081 113 85 146 122 100 111 53 90 1574 NA NA NA NA NA NA plate1
82(1,G10) Unknown082 132 67 167 119 78 108 59 84 1597 NA NA NA NA NA NA plate1
83(1,G11) Unknown083 117 83 138 142 83 104 71 90 1546 NA NA NA NA NA NA plate1
84(1,G12) Unknown084 124 95 171 140 95 111 73 119 1710 NA NA NA NA NA NA plate1
85(1,H1) Unknown085 145 101 211 167 129 140 96 132 2102 NA NA NA NA NA NA plate1
86(1,H2) Unknown086 148 77 192 156 100 115 91 118 1895 NA NA NA NA NA NA plate1
87(1,H3) Unknown087 126 83 161 145 94 122 62 94 1694 NA NA NA NA NA NA plate1
88(1,H4) Unknown088 116 86 166 169 90 136 82 116 1817 NA NA NA NA NA NA plate1
89(1,H5) Unknown089 136 65 161 135 108 100 56 109 1615 NA NA NA NA NA NA plate1
90(1,H6) Unknown090 105 58 145 140 72 116 56 82 1452 NA NA NA NA NA NA plate1
91(1,H7) Unknown091 103 89 139 126 96 97 71 92 1537 NA NA NA NA NA NA plate1
92(1,H8) Unknown092 154 101 183 130 109 131 83 130 1852 NA NA NA NA NA NA plate1
93(1,H9) Unknown093 105 68 159 143 79 101 72 86 1563 NA NA NA NA NA NA plate1
94(1,H10) Unknown094 122 55 139 132 81 124 62 84 1472 NA NA NA NA NA NA plate1
95(1,H11) Unknown095 101 70 131 141 72 86 74 89 1467 NA NA NA NA NA NA plate1
96(1,H12) Unknown096 117 67 161 142 81 127 76 83 1654 NA NA NA NA NA NA plate1
DataType: Avg Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate1
Blank1 24 48 22 12 16 13 28 16 NA NA NA NA NA NA NA NA plate1
Blank2 25 46 23 10 17 14 29 15 NA NA NA NA NA NA NA NA plate1
S1 1155 10802 1837 1355 2511 12557 2290 14563 NA NA NA NA NA NA NA NA plate1
S2 378 3790 483 304 633 4816 659 6015 NA NA NA NA NA NA NA NA plate1
S3 103 924 120 80 151 1198 139 1733 NA NA NA NA NA NA NA NA plate1
S4 43 232 42.5 29 44 265.5 49 407.5 NA NA NA NA NA NA NA NA plate1
S5 29.5 90 29 16 24 68 34 97 NA NA NA NA NA NA NA NA plate1
S1 7791 9616 6807 15315 16980.5 13899 7104 17634.5 NA NA NA NA NA NA NA NA plate1
S2 2851 3384 2079.5 7908.5 9766 7040 2421.5 8160 NA NA NA NA NA NA NA NA plate1
S3 810 933 525 2477 3742.5 2140 662 2603 NA NA NA NA NA NA NA NA plate1
S4 180.5 230 117 598.5 883 498.5 134.5 692 NA NA NA NA NA NA NA NA plate1
S5 55 80 39 143 209 119 46.5 165 NA NA NA NA NA NA NA NA plate1
Unknown013 2712 1569 673 327 182 2208 936 223 NA NA NA NA NA NA NA NA plate1
Unknown014 134 378 117 197 58 712.5 122 93 NA NA NA NA NA NA NA NA plate1
Unknown015 182 209 208 374 221.5 448 293 868 NA NA NA NA NA NA NA NA plate1
Unknown016 152 229.5 101 89 48 480 109 110 NA NA NA NA NA NA NA NA plate1
Unknown017 1135 236 299 507 209.5 650 1665.5 266 NA NA NA NA NA NA NA NA plate1
Unknown018 174 395 175 78 70 293.5 294.5 92 NA NA NA NA NA NA NA NA plate1
Unknown019 421 2081.5 529 149 962 1632.5 241 282 NA NA NA NA NA NA NA NA plate1
Unknown020 24 49 22 13 15.5 14 28 17 NA NA NA NA NA NA NA NA plate1
Unknown021 24 45 22 13 16 13 29 17 NA NA NA NA NA NA NA NA plate1
Unknown022 21464 11789 2508.5 8001 2342 9995.5 1992 2927 NA NA NA NA NA NA NA NA plate1
Unknown023 795 6135.5 407 273 535.5 12560 8821 998 NA NA NA NA NA NA NA NA plate1
Unknown024 1574 348.5 892 288 306 2060 315 366 NA NA NA NA NA NA NA NA plate1
Unknown025 146 408.5 1130.5 83 100 443 652 130 NA NA NA NA NA NA NA NA plate1
Unknown026 1330.5 3036 965 174 79 3212 179 92 NA NA NA NA NA NA NA NA plate1
Unknown027 358 4074.5 335.5 140 390 15769.5 8814 5627 NA NA NA NA NA NA NA NA plate1
Unknown028 481 1870 421 182.5 1777.5 6845 2465 411 NA NA NA NA NA NA NA NA plate1
Unknown029 551 1282 331.5 165 77 244 579 229 NA NA NA NA NA NA NA NA plate1
Unknown030 943 584.5 235 135 3017 5339 4928 7730 NA NA NA NA NA NA NA NA plate1
Unknown031 532.5 1533 315 210 2575.5 4592.5 2779 7300 NA NA NA NA NA NA NA NA plate1
Unknown032 768 12605 409 7632 9860 19340.5 5612 6383 NA NA NA NA NA NA NA NA plate1
Unknown033 130 239.5 72 64 37 156 204 49 NA NA NA NA NA NA NA NA plate1
Unknown034 40 60 37 25 26.5 23.5 40 27 NA NA NA NA NA NA NA NA plate1
Unknown035 167 605 253 329 3973 2812 803 1670 NA NA NA NA NA NA NA NA plate1
Unknown036 1879 4562 415 18287 11482.5 17816 4830.5 4217 NA NA NA NA NA NA NA NA plate1
Unknown037 256 1507 117 129 168 315 908 87 NA NA NA NA NA NA NA NA plate1
Unknown038 24 49 22 12 15 14 29 17 NA NA NA NA NA NA NA NA plate1
Unknown039 384 1708 326 1172.5 986 1562 299.5 149 NA NA NA NA NA NA NA NA plate1
Unknown040 210 512 221 191 89 893.5 410 174.5 NA NA NA NA NA NA NA NA plate1
Unknown041 351.5 312 165.5 88 66 418.5 200 183 NA NA NA NA NA NA NA NA plate1
Unknown042 1278 5810 275 230.5 137 13029.5 1762 1241 NA NA NA NA NA NA NA NA plate1
Unknown043 318 397 130 130.5 78 4540 1513.5 325 NA NA NA NA NA NA NA NA plate1
Unknown044 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 NA NA NA NA NA NA NA NA plate1
Unknown045 9686 873 333 166 791 2621 417.5 262 NA NA NA NA NA NA NA NA plate1
Unknown046 777.5 581 241.5 173 1479.5 2637.5 1504 260 NA NA NA NA NA NA NA NA plate1
Unknown047 455 416.5 126 67 48 570 183 61 NA NA NA NA NA NA NA NA plate1
Unknown048 202 1142 137.5 176 204.5 8897 504 459 NA NA NA NA NA NA NA NA plate1
Unknown049 333.5 623.5 368 10430 2340 4375 1650 7801.5 NA NA NA NA NA NA NA NA plate1
Unknown050 561 7984 441 128 141 15119.5 2147 1502 NA NA NA NA NA NA NA NA plate1
Unknown051 506.5 340 152.5 147 90 4799 2178 170 NA NA NA NA NA NA NA NA plate1
Unknown052 254 367 392.5 89 142.5 323.5 298 138 NA NA NA NA NA NA NA NA plate1
Unknown053 888 1955 438 173 507 3584 709 2040 NA NA NA NA NA NA NA NA plate1
Unknown054 426 1877 186 9767 15945 10073 1585.5 1124 NA NA NA NA NA NA NA NA plate1
Unknown055 5733 1301.5 1920.5 220.5 4833 16718 5329 2369 NA NA NA NA NA NA NA NA plate1
Unknown056 19092 14422 1993 12836.5 7426 14663 4826 3468.5 NA NA NA NA NA NA NA NA plate1
Unknown057 596 15139 371.5 229 535.5 21105 7928.5 1414.5 NA NA NA NA NA NA NA NA plate1
Unknown058 1028 2646 1486 292 9357 11769.5 3736 14370.5 NA NA NA NA NA NA NA NA plate1
Unknown059 512 4735 3408 127.5 191 4401 11567 2923.5 NA NA NA NA NA NA NA NA plate1
Unknown060 883 1953 755 586 122 5129 425.5 121 NA NA NA NA NA NA NA NA plate1
Unknown061 977 8719 509 187 1289 24039.5 13891 9531 NA NA NA NA NA NA NA NA plate1
Unknown062 791 1944 465 216.5 12307 14907 4157 760 NA NA NA NA NA NA NA NA plate1
Unknown063 397 987 924 133 79 253 2317.5 1080.5 NA NA NA NA NA NA NA NA plate1
Unknown064 1111 613 357 196 8496 7914 5772.5 13202 NA NA NA NA NA NA NA NA plate1
Unknown065 956 2369 644 389 8762 9649 6437 21113 NA NA NA NA NA NA NA NA plate1
Unknown066 1307 20590 1335 10780 12736 25375.5 5493 7696 NA NA NA NA NA NA NA NA plate1
Unknown067 433 382 173 105 59 2999 655 367 NA NA NA NA NA NA NA NA plate1
Unknown068 161 279 2524.5 105.5 55 491 681.5 472.5 NA NA NA NA NA NA NA NA plate1
Unknown069 439 732.5 397 2108 9692 10115 9513 7341 NA NA NA NA NA NA NA NA plate1
Unknown070 1837 11406 467.5 20011 19606 24476.5 5822 5127.5 NA NA NA NA NA NA NA NA plate1
Unknown071 244 1665.5 166 124 154 224 718 115 NA NA NA NA NA NA NA NA plate1
Unknown072 482 3990.5 388 3736 7436 8361 4111.5 2819 NA NA NA NA NA NA NA NA plate1
Unknown073 656 3103 505 14386 2343 5503 357.5 1215 NA NA NA NA NA NA NA NA plate1
Unknown074 243 568.5 693 141 79 7995 2080 1470 NA NA NA NA NA NA NA NA plate1
Unknown075 1409.5 1123 379 153 167.5 5080.5 1553 1738 NA NA NA NA NA NA NA NA plate1
Unknown076 467.5 6741 238 174 181 13904.5 1660.5 1087 NA NA NA NA NA NA NA NA plate1
Unknown077 329 630 196 119 278 17653 2052.5 2221 NA NA NA NA NA NA NA NA plate1
Unknown078 1122.5 17810 677 12254 16011 18719 3551 10222.5 NA NA NA NA NA NA NA NA plate1
Unknown079 10853 817.5 255 189 2247.5 4179 590 258 NA NA NA NA NA NA NA NA plate1
Unknown080 743.5 820 313.5 289 9351.5 7171 3062 676.5 NA NA NA NA NA NA NA NA plate1
Unknown081 723 1255 299 253 95 1303 396 129.5 NA NA NA NA NA NA NA NA plate1
Unknown082 168 684 131 198 135.5 5677 292 254.5 NA NA NA NA NA NA NA NA plate1
Unknown083 180 276 205 4646.5 2550 2664.5 724 2707 NA NA NA NA NA NA NA NA plate1
Unknown084 249.5 4104 250 96 68 9563 960 672 NA NA NA NA NA NA NA NA plate1
Unknown085 479 190 105 131 66 2006 1724.5 108 NA NA NA NA NA NA NA NA plate1
Unknown086 164 327 234.5 66 75.5 259 260 89 NA NA NA NA NA NA NA NA plate1
Unknown087 281.5 1794 413 75 469.5 2230.5 345 744.5 NA NA NA NA NA NA NA NA plate1
Unknown088 269 1067 141 7595 14464 7592 804.5 467 NA NA NA NA NA NA NA NA plate1
Unknown089 3247 382 470 98 2319.5 7904.5 1521 1258 NA NA NA NA NA NA NA NA plate1
Unknown090 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 NA NA NA NA NA NA NA NA plate1
Unknown091 395 9914 211 131.5 325 16791 4608 1073.5 NA NA NA NA NA NA NA NA plate1
Unknown092 904.5 1871 793 172 6106 7444 1303 6595.5 NA NA NA NA NA NA NA NA plate1
Unknown093 323 2007.5 1950 106 191 2411 7377.5 1699 NA NA NA NA NA NA NA NA plate1
Unknown094 706 2087 791 169 66 3743 261 65 NA NA NA NA NA NA NA NA plate1
Unknown095 323 4950 264 107 645 18881 8856 5330 NA NA NA NA NA NA NA NA plate1
Unknown096 367 1067 259 101 7423 9494 1841.5 335 NA NA NA NA NA NA NA NA plate1
DataType: Units NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate1
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate1
Units: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
DataType: Per Bead Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate1
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate1
Per Bead: 50 50 50 50 50 50 50 50 NA NA NA NA NA NA NA NA plate1
DataType: Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Location Sample Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1(1,A1) Blank1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
2(1,A2) Blank2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
3(1,A3) S1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
4(1,A4) S2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
5(1,A5) S3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
6(1,A6) S4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
7(1,A7) S5 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
8(1,A8) S6 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
9(1,A9) S7 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
10(1,A10) S8 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
11(1,A11) S9 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
12(1,A12) S10 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
13(1,B1) Unknown013 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
14(1,B2) Unknown014 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
15(1,B3) Unknown015 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
16(1,B4) Unknown016 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
17(1,B5) Unknown017 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
18(1,B6) Unknown018 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
19(1,B7) Unknown019 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
20(1,B8) Unknown020 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
21(1,B9) Unknown021 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
22(1,B10) Unknown022 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
23(1,B11) Unknown023 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
24(1,B12) Unknown024 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
25(1,C1) Unknown025 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
26(1,C2) Unknown026 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
27(1,C3) Unknown027 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
28(1,C4) Unknown028 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
29(1,C5) Unknown029 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
30(1,C6) Unknown030 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
31(1,C7) Unknown031 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
32(1,C8) Unknown032 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
33(1,C9) Unknown033 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
34(1,C10) Unknown034 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
35(1,C11) Unknown035 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
36(1,C12) Unknown036 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
37(1,D1) Unknown037 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
38(1,D2) Unknown038 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
39(1,D3) Unknown039 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
40(1,D4) Unknown040 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
41(1,D5) Unknown041 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
42(1,D6) Unknown042 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
43(1,D7) Unknown043 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
44(1,D8) Unknown044 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
45(1,D9) Unknown045 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
46(1,D10) Unknown046 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
47(1,D11) Unknown047 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
48(1,D12) Unknown048 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
49(1,E1) Unknown049 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
50(1,E2) Unknown050 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
51(1,E3) Unknown051 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
52(1,E4) Unknown052 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
53(1,E5) Unknown053 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
54(1,E6) Unknown054 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
55(1,E7) Unknown055 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
56(1,E8) Unknown056 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
57(1,E9) Unknown057 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
58(1,E10) Unknown058 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
59(1,E11) Unknown059 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
60(1,E12) Unknown060 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
61(1,F1) Unknown061 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
62(1,F2) Unknown062 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
63(1,F3) Unknown063 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
64(1,F4) Unknown064 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
65(1,F5) Unknown065 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
66(1,F6) Unknown066 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
67(1,F7) Unknown067 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
68(1,F8) Unknown068 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
69(1,F9) Unknown069 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
70(1,F10) Unknown070 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
71(1,F11) Unknown071 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
72(1,F12) Unknown072 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
73(1,G1) Unknown073 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
74(1,G2) Unknown074 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
75(1,G3) Unknown075 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
76(1,G4) Unknown076 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
77(1,G5) Unknown077 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
78(1,G6) Unknown078 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
79(1,G7) Unknown079 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
80(1,G8) Unknown080 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
81(1,G9) Unknown081 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
82(1,G10) Unknown082 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
83(1,G11) Unknown083 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
84(1,G12) Unknown084 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
85(1,H1) Unknown085 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
86(1,H2) Unknown086 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
87(1,H3) Unknown087 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
88(1,H4) Unknown088 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
89(1,H5) Unknown089 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
90(1,H6) Unknown090 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
91(1,H7) Unknown091 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
92(1,H8) Unknown092 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
93(1,H9) Unknown093 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
94(1,H10) Unknown094 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
95(1,H11) Unknown095 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
96(1,H12) Unknown096 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
DataType: Analysis Types NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate1
AnalysisType None None None None None None None None NA NA NA NA NA NA NA NA plate1
DataType: Audit Logs NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
UserId Date Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
DataType: Warnings/Errors NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Location Status Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,A12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,B11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,C12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,D2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,D3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,D11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,E11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,F12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,G12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
1,H11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
– CRC – NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
CRC32: BFD1EBCE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate2
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate2
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate2
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate2
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate2
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate2
1(1,A1) Blank1 20 45 15 15 17 7 28 29 1898 NA NA NA NA NA NA plate2
2(1,A2) Blank2 15 31 23 10 10 15 14 18 1805 NA NA NA NA NA NA plate2
3(1,A3) S1 17664 13024 24023.5 23687 24512 9648 14354 13146.5 1842 NA NA NA NA NA NA plate2
4(1,A4) S2 14051 9319 18419 18294 20151.5 6529.5 9922 9214 2044 NA NA NA NA NA NA plate2
5(1,A5) S3 8807 4496.5 9995 9094.5 10652.5 4671 4885 4300 1815 NA NA NA NA NA NA plate2
6(1,A6) S4 5744 2675.5 6065 6029 6723 3427 2917.5 2572.5 1950 NA NA NA NA NA NA plate2
7(1,A7) S5 3631.5 1486 4004 3673 4293.5 1910 1579.5 1393 1991 NA NA NA NA NA NA plate2
8(1,A8) S6 1751.5 664 1898 1746 2068 1082 725.5 537 1827 NA NA NA NA NA NA plate2
9(1,A9) S7 1076 347 1165 1052 1346 586 370 290 2095 NA NA NA NA NA NA plate2
10(1,A10) S8 433 137 432 346 522 283 138 98.5 1643 NA NA NA NA NA NA plate2
11(1,A11) S9 200.5 76 257 211 293 174 76 52 1888 NA NA NA NA NA NA plate2
12(1,A12) S10 116 44 161 121.5 167 86 52.5 29 1876 NA NA NA NA NA NA plate2
13(1,B1) Unknown097 2712 1569 673 327 182 2208 936 223 1927 NA NA NA NA NA NA plate2
14(1,B2) Unknown098 134 378 117 197 58 290 122 93 1965 NA NA NA NA NA NA plate2
15(1,B3) Unknown099 182 209 208 374 221.5 376 293 868 1970 NA NA NA NA NA NA plate2
16(1,B4) Unknown100 152 229.5 101 89 48 103 109 110 1911 NA NA NA NA NA NA plate2
17(1,B5) Unknown101 1135 236 299 507 209.5 650 1665.5 266 1977 NA NA NA NA NA NA plate2
18(1,B6) Unknown102 174 395 175 78 70 293.5 294.5 92 1902 NA NA NA NA NA NA plate2
19(1,B7) Unknown103 421 2081.5 529 149 962 1632.5 241 282 1913 NA NA NA NA NA NA plate2
20(1,B8) Unknown104 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate2
21(1,B9) Unknown105 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate2
22(1,B10) Unknown106 21464 11789 2508.5 8001 2342 9995.5 1992 2927 2133 NA NA NA NA NA NA plate2
23(1,B11) Unknown107 795 6135.5 407 273 535.5 7092 8821 998 1670 NA NA NA NA NA NA plate2
24(1,B12) Unknown108 1574 348.5 892 288 306 548 315 366 1955 NA NA NA NA NA NA plate2
25(1,C1) Unknown109 146 408.5 1130.5 83 100 443 652 130 1873 NA NA NA NA NA NA plate2
26(1,C2) Unknown110 1330.5 3036 965 174 79 1092 179 92 2173 NA NA NA NA NA NA plate2
27(1,C3) Unknown111 358 4074.5 335.5 140 390 7093 8814 5627 2012 NA NA NA NA NA NA plate2
28(1,C4) Unknown112 481 1870 421 182.5 1777.5 1832 2465 411 1794 NA NA NA NA NA NA plate2
29(1,C5) Unknown113 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate2
30(1,C6) Unknown114 943 584.5 235 135 3017 5339 4928 7730 1893 NA NA NA NA NA NA plate2
31(1,C7) Unknown115 532.5 1533 315 210 2575.5 1029 2779 7300 1946 NA NA NA NA NA NA plate2
32(1,C8) Unknown116 768 12605 409 7632 9860 7201 5612 6383 1843 NA NA NA NA NA NA plate2
33(1,C9) Unknown117 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate2
34(1,C10) Unknown118 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate2
35(1,C11) Unknown119 167 605 253 329 3973 2812 803 1670 1826 NA NA NA NA NA NA plate2
36(1,C12) Unknown120 1879 4562 415 18287 11482.5 6291 4830.5 4217 1690 NA NA NA NA NA NA plate2
37(1,D1) Unknown121 256 1507 117 129 168 315 908 87 1988 NA NA NA NA NA NA plate2
38(1,D2) Unknown122 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate2
39(1,D3) Unknown123 384 1708 326 1172.5 986 902 299.5 149 1963 NA NA NA NA NA NA plate2
40(1,D4) Unknown124 210 512 221 191 89 398 410 174.5 2159 NA NA NA NA NA NA plate2
41(1,D5) Unknown125 351.5 312 165.5 88 66 174 200 183 2122 NA NA NA NA NA NA plate2
42(1,D6) Unknown126 1278 5810 275 230.5 137 1903.7 1762 1241 1997 NA NA NA NA NA NA plate2
43(1,D7) Unknown127 318 397 130 130.5 78 492.1 1513.5 325 1916 NA NA NA NA NA NA plate2
44(1,D8) Unknown128 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate2
45(1,D9) Unknown129 9686 873 333 166 791 653 417.5 262 1691 NA NA NA NA NA NA plate2
46(1,D10) Unknown130 777.5 581 241.5 173 1479.5 439 1504 260 2044 NA NA NA NA NA NA plate2
47(1,D11) Unknown131 455 416.5 126 67 48 143 183 61 1639 NA NA NA NA NA NA plate2
48(1,D12) Unknown132 202 1142 137.5 176 204.5 210 504 459 1957 NA NA NA NA NA NA plate2
49(1,E1) Unknown133 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate2
50(1,E2) Unknown134 561 7984 441 128 141 431 2147 1502 1963 NA NA NA NA NA NA plate2
51(1,E3) Unknown135 506.5 340 152.5 147 90 299 2178 170 1856 NA NA NA NA NA NA plate2
52(1,E4) Unknown136 254 367 392.5 89 142.5 323.5 298 138 2019 NA NA NA NA NA NA plate2
53(1,E5) Unknown137 888 1955 438 173 507 829 709 2040 2009 NA NA NA NA NA NA plate2
54(1,E6) Unknown138 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate2
55(1,E7) Unknown139 5733 1301.5 1920.5 220.5 4833 3718 5329 2369 1905 NA NA NA NA NA NA plate2
56(1,E8) Unknown140 19092 14422 1993 12836.5 7426 14663 4826 3468.5 2052 NA NA NA NA NA NA plate2
57(1,E9) Unknown141 596 15139 371.5 229 535.5 9105 7928.5 1414.5 1712 NA NA NA NA NA NA plate2
58(1,E10) Unknown142 1028 2646 1486 292 9357 7769.5 3736 14370.5 1862 NA NA NA NA NA NA plate2
59(1,E11) Unknown143 512 4735 3408 127.5 191 2401 11567 2923.5 1718 NA NA NA NA NA NA plate2
60(1,E12) Unknown144 883 1953 755 586 122 398 425.5 121 1767 NA NA NA NA NA NA plate2
61(1,F1) Unknown145 977 8719 509 187 1289 6039.5 13891 9531 1735 NA NA NA NA NA NA plate2
62(1,F2) Unknown146 791 1944 465 216.5 12307 3907 4157 760 1804 NA NA NA NA NA NA plate2
63(1,F3) Unknown147 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate2
64(1,F4) Unknown148 1111 613 357 196 8496 914 5772.5 13202 2026 NA NA NA NA NA NA plate2
65(1,F5) Unknown149 956 2369 644 389 8762 7649 6437 21113 1871 NA NA NA NA NA NA plate2
66(1,F6) Unknown150 1307 20590 1335 10780 12736 9375.5 5493 7696 1868 NA NA NA NA NA NA plate2
67(1,F7) Unknown151 433 382 173 105 59 599 655 367 1813 NA NA NA NA NA NA plate2
68(1,F8) Unknown152 161 279 2524.5 105.5 55 491 681.5 472.5 2070 NA NA NA NA NA NA plate2
69(1,F9) Unknown153 439 732.5 397 2108 9692 8115 9513 7341 1870 NA NA NA NA NA NA plate2
70(1,F10) Unknown154 1837 11406 467.5 20011 19606 9476.5 5822 5127.5 2055 NA NA NA NA NA NA plate2
71(1,F11) Unknown155 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate2
72(1,F12) Unknown156 482 3990.5 388 3736 7436 2361 4111.5 2819 1831 NA NA NA NA NA NA plate2
73(1,G1) Unknown157 656 3103 505 14386 2343 803 357.5 1215 1816 NA NA NA NA NA NA plate2
74(1,G2) Unknown158 243 568.5 693 141 79 995 2080 1470 1821 NA NA NA NA NA NA plate2
75(1,G3) Unknown159 1409.5 1123 379 153 167.5 480.5 1553 1738 1979 NA NA NA NA NA NA plate2
76(1,G4) Unknown160 467.5 6741 238 174 181 904.5 1660.5 1087 1910 NA NA NA NA NA NA plate2
77(1,G5) Unknown161 329 630 196 119 278 321 2052.5 2221 1752 NA NA NA NA NA NA plate2
78(1,G6) Unknown162 1122.5 17810 677 12254 16011 18719 3551 10222.5 1670 NA NA NA NA NA NA plate2
79(1,G7) Unknown163 10853 817.5 255 189 2247.5 479 590 258 1702 NA NA NA NA NA NA plate2
80(1,G8) Unknown164 743.5 820 313.5 289 9351.5 771 3062 676.5 1739 NA NA NA NA NA NA plate2
81(1,G9) Unknown165 723 1255 299 253 95 803 396 129.5 1574 NA NA NA NA NA NA plate2
82(1,G10) Unknown166 168 684 131 198 135.5 329 292 254.5 1597 NA NA NA NA NA NA plate2
83(1,G11) Unknown167 180 276 205 4646.5 2550 2664.5 724 2707 1546 NA NA NA NA NA NA plate2
84(1,G12) Unknown168 249.5 4104 250 96 68 702 960 672 1710 NA NA NA NA NA NA plate2
85(1,H1) Unknown169 479 190 105 131 66 809 1724.5 108 2102 NA NA NA NA NA NA plate2
86(1,H2) Unknown170 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate2
87(1,H3) Unknown171 281.5 1794 413 75 469.5 388 345 744.5 1694 NA NA NA NA NA NA plate2
88(1,H4) Unknown172 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate2
89(1,H5) Unknown173 3247 382 470 98 2319.5 1904.5 1521 1258 1615 NA NA NA NA NA NA plate2
90(1,H6) Unknown174 20593 14902.5 2021 10184 5805.5 9083.5 4307.5 3073 1452 NA NA NA NA NA NA plate2
91(1,H7) Unknown175 395 9914 211 131.5 325 6791 4608 1073.5 1537 NA NA NA NA NA NA plate2
92(1,H8) Unknown176 904.5 1871 793 172 6106 5444 1303 6595.5 1852 NA NA NA NA NA NA plate2
93(1,H9) Unknown177 323 2007.5 1950 106 191 1411 7377.5 1699 1563 NA NA NA NA NA NA plate2
94(1,H10) Unknown178 706 2087 791 169 66 899 261 65 1472 NA NA NA NA NA NA plate2
95(1,H11) Unknown179 323 4950 264 107 645 5201 8856 5330 1467 NA NA NA NA NA NA plate2
96(1,H12) Unknown180 367 1067 259 101 7423 2494 1841.5 335 1654 NA NA NA NA NA NA plate2
DataType: Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate2
1(1,A1) Blank1 24 48 22 12 16 13 28 16 1898 NA NA NA NA NA NA plate2
2(1,A2) Blank2 20 43 24 15 17 11 24 15 1887 NA NA NA NA NA NA plate2
3(1,A3) S1 17664 13024 24023.5 23687 24512 9648 14354 13146.5 1842 NA NA NA NA NA NA plate2
4(1,A4) S2 14051 9319 18419 18294 20151.5 6529.5 9922 9214 2044 NA NA NA NA NA NA plate2
5(1,A5) S3 8807 4496.5 9995 9094.5 10652.5 4671 4885 4300 1815 NA NA NA NA NA NA plate2
6(1,A6) S4 5744 2675.5 6065 6029 6723 3427 2917.5 2572.5 1950 NA NA NA NA NA NA plate2
7(1,A7) S5 3631.5 1486 4004 3673 4293.5 1910 1579.5 1393 1991 NA NA NA NA NA NA plate2
8(1,A8) S6 1751.5 664 1898 1746 2068 1082 725.5 537 1827 NA NA NA NA NA NA plate2
9(1,A9) S7 1076 347 1165 1052 1346 586 370 290 2095 NA NA NA NA NA NA plate2
10(1,A10) S8 433 137 432 346 522 283 138 98.5 1643 NA NA NA NA NA NA plate2
11(1,A11) S9 200.5 76 257 211 293 174 76 52 1888 NA NA NA NA NA NA plate2
12(1,A12) S10 116 44 161 121.5 167 86 52.5 29 1876 NA NA NA NA NA NA plate2
13(1,B1) Unknown097 2712 1569 673 327 182 2208 936 223 1927 NA NA NA NA NA NA plate2
14(1,B2) Unknown098 134 378 117 197 58 290 122 93 1965 NA NA NA NA NA NA plate2
15(1,B3) Unknown099 182 209 208 374 221.5 376 293 868 1970 NA NA NA NA NA NA plate2
16(1,B4) Unknown100 152 229.5 101 89 48 103 109 110 1911 NA NA NA NA NA NA plate2
17(1,B5) Unknown101 1135 236 299 507 209.5 650 1665.5 266 1977 NA NA NA NA NA NA plate2
18(1,B6) Unknown102 174 395 175 78 70 293.5 294.5 92 1902 NA NA NA NA NA NA plate2
19(1,B7) Unknown103 421 2081.5 529 149 962 1632.5 241 282 1913 NA NA NA NA NA NA plate2
20(1,B8) Unknown104 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate2
21(1,B9) Unknown105 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate2
22(1,B10) Unknown106 21464 11789 2508.5 8001 2342 9995.5 1992 2927 2133 NA NA NA NA NA NA plate2
23(1,B11) Unknown107 795 6135.5 407 273 535.5 7092 8821 998 1670 NA NA NA NA NA NA plate2
24(1,B12) Unknown108 1574 348.5 892 288 306 548 315 366 1955 NA NA NA NA NA NA plate2
25(1,C1) Unknown109 146 408.5 1130.5 83 100 443 652 130 1873 NA NA NA NA NA NA plate2
26(1,C2) Unknown110 1330.5 3036 965 174 79 1092 179 92 2173 NA NA NA NA NA NA plate2
27(1,C3) Unknown111 358 4074.5 335.5 140 390 7093 8814 5627 2012 NA NA NA NA NA NA plate2
28(1,C4) Unknown112 481 1870 421 182.5 1777.5 1832 2465 411 1794 NA NA NA NA NA NA plate2
29(1,C5) Unknown113 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate2
30(1,C6) Unknown114 943 584.5 235 135 3017 5339 4928 7730 1893 NA NA NA NA NA NA plate2
31(1,C7) Unknown115 532.5 1533 315 210 2575.5 1029 2779 7300 1946 NA NA NA NA NA NA plate2
32(1,C8) Unknown116 768 12605 409 7632 9860 7201 5612 6383 1843 NA NA NA NA NA NA plate2
33(1,C9) Unknown117 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate2
34(1,C10) Unknown118 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate2
35(1,C11) Unknown119 167 605 253 329 3973 2812 803 1670 1826 NA NA NA NA NA NA plate2
36(1,C12) Unknown120 1879 4562 415 18287 11482.5 6291 4830.5 4217 1690 NA NA NA NA NA NA plate2
37(1,D1) Unknown121 256 1507 117 129 168 315 908 87 1988 NA NA NA NA NA NA plate2
38(1,D2) Unknown122 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate2
39(1,D3) Unknown123 384 1708 326 1172.5 986 902 299.5 149 1963 NA NA NA NA NA NA plate2
40(1,D4) Unknown124 210 512 221 191 89 398 410 174.5 2159 NA NA NA NA NA NA plate2
41(1,D5) Unknown125 351.5 312 165.5 88 66 174 200 183 2122 NA NA NA NA NA NA plate2
42(1,D6) Unknown126 1278 5810 275 230.5 137 1903.7 1762 1241 1997 NA NA NA NA NA NA plate2
43(1,D7) Unknown127 318 397 130 130.5 78 492.1 1513.5 325 1916 NA NA NA NA NA NA plate2
44(1,D8) Unknown128 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate2
45(1,D9) Unknown129 9686 873 333 166 791 653 417.5 262 1691 NA NA NA NA NA NA plate2
46(1,D10) Unknown130 777.5 581 241.5 173 1479.5 439 1504 260 2044 NA NA NA NA NA NA plate2
47(1,D11) Unknown131 455 416.5 126 67 48 143 183 61 1639 NA NA NA NA NA NA plate2
48(1,D12) Unknown132 202 1142 137.5 176 204.5 210 504 459 1957 NA NA NA NA NA NA plate2
49(1,E1) Unknown133 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate2
50(1,E2) Unknown134 561 7984 441 128 141 431 2147 1502 1963 NA NA NA NA NA NA plate2
51(1,E3) Unknown135 506.5 340 152.5 147 90 299 2178 170 1856 NA NA NA NA NA NA plate2
52(1,E4) Unknown136 254 367 392.5 89 142.5 323.5 298 138 2019 NA NA NA NA NA NA plate2
53(1,E5) Unknown137 888 1955 438 173 507 829 709 2040 2009 NA NA NA NA NA NA plate2
54(1,E6) Unknown138 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate2
55(1,E7) Unknown139 5733 1301.5 1920.5 220.5 4833 3718 5329 2369 1905 NA NA NA NA NA NA plate2
56(1,E8) Unknown140 19092 14422 1993 12836.5 7426 14663 4826 3468.5 2052 NA NA NA NA NA NA plate2
57(1,E9) Unknown141 596 15139 371.5 229 535.5 9105 7928.5 1414.5 1712 NA NA NA NA NA NA plate2
58(1,E10) Unknown142 1028 2646 1486 292 9357 7769.5 3736 14370.5 1862 NA NA NA NA NA NA plate2
59(1,E11) Unknown143 512 4735 3408 127.5 191 2401 11567 2923.5 1718 NA NA NA NA NA NA plate2
60(1,E12) Unknown144 883 1953 755 586 122 398 425.5 121 1767 NA NA NA NA NA NA plate2
61(1,F1) Unknown145 977 8719 509 187 1289 6039.5 13891 9531 1735 NA NA NA NA NA NA plate2
62(1,F2) Unknown146 791 1944 465 216.5 12307 3907 4157 760 1804 NA NA NA NA NA NA plate2
63(1,F3) Unknown147 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate2
64(1,F4) Unknown148 1111 613 357 196 8496 914 5772.5 13202 2026 NA NA NA NA NA NA plate2
65(1,F5) Unknown149 956 2369 644 389 8762 7649 6437 21113 1871 NA NA NA NA NA NA plate2
66(1,F6) Unknown150 1307 20590 1335 10780 12736 9375.5 5493 7696 1868 NA NA NA NA NA NA plate2
67(1,F7) Unknown151 433 382 173 105 59 599 655 367 1813 NA NA NA NA NA NA plate2
68(1,F8) Unknown152 161 279 2524.5 105.5 55 491 681.5 472.5 2070 NA NA NA NA NA NA plate2
69(1,F9) Unknown153 439 732.5 397 2108 9692 8115 9513 7341 1870 NA NA NA NA NA NA plate2
70(1,F10) Unknown154 1837 11406 467.5 20011 19606 9476.5 5822 5127.5 2055 NA NA NA NA NA NA plate2
71(1,F11) Unknown155 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate2
72(1,F12) Unknown156 482 3990.5 388 3736 7436 2361 4111.5 2819 1831 NA NA NA NA NA NA plate2
73(1,G1) Unknown157 656 3103 505 14386 2343 803 357.5 1215 1816 NA NA NA NA NA NA plate2
74(1,G2) Unknown158 243 568.5 693 141 79 995 2080 1470 1821 NA NA NA NA NA NA plate2
75(1,G3) Unknown159 1409.5 1123 379 153 167.5 480.5 1553 1738 1979 NA NA NA NA NA NA plate2
76(1,G4) Unknown160 467.5 6741 238 174 181 904.5 1660.5 1087 1910 NA NA NA NA NA NA plate2
77(1,G5) Unknown161 329 630 196 119 278 321 2052.5 2221 1752 NA NA NA NA NA NA plate2
78(1,G6) Unknown162 1122.5 17810 677 12254 16011 18719 3551 10222.5 1670 NA NA NA NA NA NA plate2
79(1,G7) Unknown163 10853 817.5 255 189 2247.5 479 590 258 1702 NA NA NA NA NA NA plate2
80(1,G8) Unknown164 743.5 820 313.5 289 9351.5 771 3062 676.5 1739 NA NA NA NA NA NA plate2
81(1,G9) Unknown165 723 1255 299 253 95 803 396 129.5 1574 NA NA NA NA NA NA plate2
82(1,G10) Unknown166 168 684 131 198 135.5 329 292 254.5 1597 NA NA NA NA NA NA plate2
83(1,G11) Unknown167 180 276 205 4646.5 2550 2664.5 724 2707 1546 NA NA NA NA NA NA plate2
84(1,G12) Unknown168 249.5 4104 250 96 68 702 960 672 1710 NA NA NA NA NA NA plate2
85(1,H1) Unknown169 479 190 105 131 66 809 1724.5 108 2102 NA NA NA NA NA NA plate2
86(1,H2) Unknown170 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate2
87(1,H3) Unknown171 281.5 1794 413 75 469.5 388 345 744.5 1694 NA NA NA NA NA NA plate2
88(1,H4) Unknown172 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate2
89(1,H5) Unknown173 3247 382 470 98 2319.5 1904.5 1521 1258 1615 NA NA NA NA NA NA plate2
90(1,H6) Unknown174 20593 14902.5 2021 10184 5805.5 9083.5 4307.5 3073 1452 NA NA NA NA NA NA plate2
91(1,H7) Unknown175 395 9914 211 131.5 325 6791 4608 1073.5 1537 NA NA NA NA NA NA plate2
92(1,H8) Unknown176 904.5 1871 793 172 6106 5444 1303 6595.5 1852 NA NA NA NA NA NA plate2
93(1,H9) Unknown177 323 2007.5 1950 106 191 1411 7377.5 1699 1563 NA NA NA NA NA NA plate2
94(1,H10) Unknown178 706 2087 791 169 66 899 261 65 1472 NA NA NA NA NA NA plate2
95(1,H11) Unknown179 323 4950 264 107 645 5201 8856 5330 1467 NA NA NA NA NA NA plate2
96(1,H12) Unknown180 367 1067 259 101 7423 2494 1841.5 335 1654 NA NA NA NA NA NA plate2
DataType: Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate2
1(1,A1) Blank1 142 85 218 9 116 115 90 117 1898 NA NA NA NA NA NA plate2
2(1,A2) Blank2 150 95 185 10 108 109 84 123 1892 NA NA NA NA NA NA plate2
3(1,A3) S1 57 73 68 61 63 50 75 74 1842 NA NA NA NA NA NA plate2
4(1,A4) S2 50 61 79 63 66 66 68 67 2044 NA NA NA NA NA NA plate2
5(1,A5) S3 75 62 91 50 92 67 79 89 1815 NA NA NA NA NA NA plate2
6(1,A6) S4 56 62 59 55 50 72 76 74 1950 NA NA NA NA NA NA plate2
7(1,A7) S5 50 64 57 56 70 58 88 87 1991 NA NA NA NA NA NA plate2
8(1,A8) S6 50 73 72 57 66 52 102 82 1827 NA NA NA NA NA NA plate2
9(1,A9) S7 50 55 68 56 56 54 89 73 2095 NA NA NA NA NA NA plate2
10(1,A10) S8 50 51 78 67 51 55 87 76 1643 NA NA NA NA NA NA plate2
11(1,A11) S9 60 59 63 63 63 50 83 78 1888 NA NA NA NA NA NA plate2
12(1,A12) S10 62 63 64 54 57 50 82 69 1876 NA NA NA NA NA NA plate2
13(1,B1) Unknown097 157 99 177 147 120 121 79 99 1927 NA NA NA NA NA NA plate2
14(1,B2) Unknown098 147 88 213 176 103 132 99 122 1965 NA NA NA NA NA NA plate2
15(1,B3) Unknown099 157 97 218 170 104 111 95 114 1970 NA NA NA NA NA NA plate2
16(1,B4) Unknown100 136 84 185 161 135 132 79 120 1911 NA NA NA NA NA NA plate2
17(1,B5) Unknown101 143 84 187 179 110 137 86 111 1977 NA NA NA NA NA NA plate2
18(1,B6) Unknown102 135 91 203 156 128 110 84 108 1902 NA NA NA NA NA NA plate2
19(1,B7) Unknown103 139 84 192 137 101 126 78 113 1913 NA NA NA NA NA NA plate2
20(1,B8) Unknown104 145 79 179 146 106 106 87 118 1828 NA NA NA NA NA NA plate2
21(1,B9) Unknown105 151 91 177 159 118 129 71 109 1885 NA NA NA NA NA NA plate2
22(1,B10) Unknown106 143 98 196 190 118 168 77 149 2133 NA NA NA NA NA NA plate2
23(1,B11) Unknown107 115 92 169 146 90 112 85 112 1670 NA NA NA NA NA NA plate2
24(1,B12) Unknown108 169 78 193 189 109 125 88 105 1955 NA NA NA NA NA NA plate2
25(1,C1) Unknown109 127 82 198 176 93 132 81 116 1873 NA NA NA NA NA NA plate2
26(1,C2) Unknown110 168 91 211 188 107 149 90 137 2173 NA NA NA NA NA NA plate2
27(1,C3) Unknown111 157 96 190 169 105 150 87 140 2012 NA NA NA NA NA NA plate2
28(1,C4) Unknown112 119 60 156 154 112 131 91 109 1794 NA NA NA NA NA NA plate2
29(1,C5) Unknown113 147 81 214 167 116 133 69 127 2023 NA NA NA NA NA NA plate2
30(1,C6) Unknown114 173 90 177 131 97 123 87 115 1893 NA NA NA NA NA NA plate2
31(1,C7) Unknown115 134 79 176 160 130 144 95 125 1946 NA NA NA NA NA NA plate2
32(1,C8) Unknown116 143 78 157 178 89 114 77 131 1843 NA NA NA NA NA NA plate2
33(1,C9) Unknown117 168 88 193 140 92 127 69 117 1900 NA NA NA NA NA NA plate2
34(1,C10) Unknown118 147 90 205 187 110 110 76 110 1947 NA NA NA NA NA NA plate2
35(1,C11) Unknown119 143 67 183 157 97 128 62 97 1826 NA NA NA NA NA NA plate2
36(1,C12) Unknown120 123 73 165 137 98 121 80 103 1690 NA NA NA NA NA NA plate2
37(1,D1) Unknown121 133 88 216 182 90 127 83 138 1988 NA NA NA NA NA NA plate2
38(1,D2) Unknown122 140 76 191 176 126 136 82 129 1943 NA NA NA NA NA NA plate2
39(1,D3) Unknown123 150 86 196 168 103 145 84 133 1963 NA NA NA NA NA NA plate2
40(1,D4) Unknown124 165 88 216 197 116 134 77 132 2159 NA NA NA NA NA NA plate2
41(1,D5) Unknown125 170 96 200 203 109 124 94 131 2122 NA NA NA NA NA NA plate2
42(1,D6) Unknown126 155 93 205 140 118 138 81 113 1997 NA NA NA NA NA NA plate2
43(1,D7) Unknown127 169 89 177 178 89 125 72 108 1916 NA NA NA NA NA NA plate2
44(1,D8) Unknown128 152 104 202 182 105 150 77 130 2026 NA NA NA NA NA NA plate2
45(1,D9) Unknown129 121 79 166 138 101 130 64 109 1691 NA NA NA NA NA NA plate2
46(1,D10) Unknown130 142 90 190 179 108 134 81 120 2044 NA NA NA NA NA NA plate2
47(1,D11) Unknown131 115 78 178 131 84 119 69 91 1639 NA NA NA NA NA NA plate2
48(1,D12) Unknown132 169 82 194 183 100 147 81 113 1957 NA NA NA NA NA NA plate2
49(1,E1) Unknown133 128 86 190 173 93 117 69 126 1836 NA NA NA NA NA NA plate2
50(1,E2) Unknown134 140 93 199 199 85 144 88 125 1963 NA NA NA NA NA NA plate2
51(1,E3) Unknown135 132 75 158 166 125 141 91 111 1856 NA NA NA NA NA NA plate2
52(1,E4) Unknown136 152 105 204 157 96 164 51 111 2019 NA NA NA NA NA NA plate2
53(1,E5) Unknown137 164 87 203 181 109 118 86 117 2009 NA NA NA NA NA NA plate2
54(1,E6) Unknown138 121 89 191 195 107 133 84 122 1964 NA NA NA NA NA NA plate2
55(1,E7) Unknown139 146 82 162 136 101 147 72 125 1905 NA NA NA NA NA NA plate2
56(1,E8) Unknown140 163 77 210 176 117 125 75 138 2052 NA NA NA NA NA NA plate2
57(1,E9) Unknown141 139 75 144 131 98 115 90 90 1712 NA NA NA NA NA NA plate2
58(1,E10) Unknown142 145 100 191 165 114 128 73 112 1862 NA NA NA NA NA NA plate2
59(1,E11) Unknown143 133 82 178 134 79 118 76 106 1718 NA NA NA NA NA NA plate2
60(1,E12) Unknown144 137 77 181 161 99 125 64 108 1767 NA NA NA NA NA NA plate2
61(1,F1) Unknown145 149 87 170 127 94 120 85 120 1735 NA NA NA NA NA NA plate2
62(1,F2) Unknown146 163 87 153 162 100 119 66 98 1804 NA NA NA NA NA NA plate2
63(1,F3) Unknown147 103 85 158 167 84 126 84 90 1705 NA NA NA NA NA NA plate2
64(1,F4) Unknown148 149 85 174 177 128 137 90 137 2026 NA NA NA NA NA NA plate2
65(1,F5) Unknown149 125 79 171 151 113 146 99 107 1871 NA NA NA NA NA NA plate2
66(1,F6) Unknown150 133 87 195 160 107 114 67 132 1868 NA NA NA NA NA NA plate2
67(1,F7) Unknown151 144 74 155 159 101 124 80 99 1813 NA NA NA NA NA NA plate2
68(1,F8) Unknown152 161 89 212 158 118 156 70 128 2070 NA NA NA NA NA NA plate2
69(1,F9) Unknown153 140 76 187 176 101 126 85 119 1870 NA NA NA NA NA NA plate2
70(1,F10) Unknown154 151 93 192 157 140 126 79 140 2055 NA NA NA NA NA NA plate2
71(1,F11) Unknown155 126 72 221 141 116 129 65 97 1798 NA NA NA NA NA NA plate2
72(1,F12) Unknown156 151 80 170 176 98 113 86 110 1831 NA NA NA NA NA NA plate2
73(1,G1) Unknown157 155 85 166 168 108 136 60 101 1816 NA NA NA NA NA NA plate2
74(1,G2) Unknown158 112 74 173 154 90 119 73 122 1821 NA NA NA NA NA NA plate2
75(1,G3) Unknown159 158 95 183 148 106 164 79 116 1979 NA NA NA NA NA NA plate2
76(1,G4) Unknown160 142 85 174 196 102 106 82 131 1910 NA NA NA NA NA NA plate2
77(1,G5) Unknown161 133 79 165 161 91 111 80 107 1752 NA NA NA NA NA NA plate2
78(1,G6) Unknown162 120 85 155 137 81 97 75 104 1670 NA NA NA NA NA NA plate2
79(1,G7) Unknown163 135 72 165 143 74 138 70 121 1702 NA NA NA NA NA NA plate2
80(1,G8) Unknown164 132 72 180 130 104 114 72 96 1739 NA NA NA NA NA NA plate2
81(1,G9) Unknown165 113 85 146 122 100 111 53 90 1574 NA NA NA NA NA NA plate2
82(1,G10) Unknown166 132 67 167 119 78 108 59 84 1597 NA NA NA NA NA NA plate2
83(1,G11) Unknown167 117 83 138 142 83 104 71 90 1546 NA NA NA NA NA NA plate2
84(1,G12) Unknown168 124 95 171 140 95 111 73 119 1710 NA NA NA NA NA NA plate2
85(1,H1) Unknown169 145 101 211 167 129 140 96 132 2102 NA NA NA NA NA NA plate2
86(1,H2) Unknown170 148 77 192 156 100 115 91 118 1895 NA NA NA NA NA NA plate2
87(1,H3) Unknown171 126 83 161 145 94 122 62 94 1694 NA NA NA NA NA NA plate2
88(1,H4) Unknown172 116 86 166 169 90 136 82 116 1817 NA NA NA NA NA NA plate2
89(1,H5) Unknown173 136 65 161 135 108 100 56 109 1615 NA NA NA NA NA NA plate2
90(1,H6) Unknown174 105 58 145 140 72 116 56 82 1452 NA NA NA NA NA NA plate2
91(1,H7) Unknown175 103 89 139 126 96 97 71 92 1537 NA NA NA NA NA NA plate2
92(1,H8) Unknown176 154 101 183 130 109 131 83 130 1852 NA NA NA NA NA NA plate2
93(1,H9) Unknown177 105 68 159 143 79 101 72 86 1563 NA NA NA NA NA NA plate2
94(1,H10) Unknown178 122 55 139 132 81 124 62 84 1472 NA NA NA NA NA NA plate2
95(1,H11) Unknown179 101 70 131 141 72 86 74 89 1467 NA NA NA NA NA NA plate2
96(1,H12) Unknown180 117 67 161 142 81 127 76 83 1654 NA NA NA NA NA NA plate2
DataType: Avg Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate2
Blank1 26 27 20 9 18 14 27 17 NA NA NA NA NA NA NA NA plate2
Blank2 23 44 21 13 17 14 26 18 NA NA NA NA NA NA NA NA plate2
S1 57 73 68 61 63 50 75 74 NA NA NA NA NA NA NA NA plate2
S2 50 61 79 63 66 66 68 67 NA NA NA NA NA NA NA NA plate2
S3 75 62 91 50 92 67 79 89 NA NA NA NA NA NA NA NA plate2
S4 56 62 59 55 50 72 76 74 NA NA NA NA NA NA NA NA plate2
S5 50 64 57 56 70 58 88 87 NA NA NA NA NA NA NA NA plate2
S6 50 73 72 57 66 52 102 82 NA NA NA NA NA NA NA NA plate2
S7 50 55 68 56 56 54 89 73 NA NA NA NA NA NA NA NA plate2
S8 50 51 78 67 51 55 87 76 NA NA NA NA NA NA NA NA plate2
S9 60 59 63 63 63 50 83 78 NA NA NA NA NA NA NA NA plate2
S10 62 63 64 54 57 50 82 69 NA NA NA NA NA NA NA NA plate2
Unknown097 2712 1569 673 327 182 2208 936 223 NA NA NA NA NA NA NA NA plate2
Unknown098 134 378 117 197 58 712.5 122 93 NA NA NA NA NA NA NA NA plate2
Unknown099 182 209 208 374 221.5 448 293 868 NA NA NA NA NA NA NA NA plate2
Unknown100 152 229.5 101 89 48 480 109 110 NA NA NA NA NA NA NA NA plate2
Unknown101 1135 236 299 507 209.5 650 1665.5 266 NA NA NA NA NA NA NA NA plate2
Unknown102 174 395 175 78 70 293.5 294.5 92 NA NA NA NA NA NA NA NA plate2
Unknown103 421 2081.5 529 149 962 1632.5 241 282 NA NA NA NA NA NA NA NA plate2
Unknown104 24 49 22 13 15.5 14 28 17 NA NA NA NA NA NA NA NA plate2
Unknown105 24 45 22 13 16 13 29 17 NA NA NA NA NA NA NA NA plate2
Unknown106 21464 11789 2508.5 8001 2342 9995.5 1992 2927 NA NA NA NA NA NA NA NA plate2
Unknown107 795 6135.5 407 273 535.5 12560 8821 998 NA NA NA NA NA NA NA NA plate2
Unknown108 1574 348.5 892 288 306 2060 315 366 NA NA NA NA NA NA NA NA plate2
Unknown109 146 408.5 1130.5 83 100 443 652 130 NA NA NA NA NA NA NA NA plate2
Unknown110 1330.5 3036 965 174 79 3212 179 92 NA NA NA NA NA NA NA NA plate2
Unknown111 358 4074.5 335.5 140 390 15769.5 8814 5627 NA NA NA NA NA NA NA NA plate2
Unknown112 481 1870 421 182.5 1777.5 6845 2465 411 NA NA NA NA NA NA NA NA plate2
Unknown113 551 1282 331.5 165 77 244 579 229 NA NA NA NA NA NA NA NA plate2
Unknown114 943 584.5 235 135 3017 5339 4928 7730 NA NA NA NA NA NA NA NA plate2
Unknown115 532.5 1533 315 210 2575.5 4592.5 2779 7300 NA NA NA NA NA NA NA NA plate2
Unknown116 768 12605 409 7632 9860 19340.5 5612 6383 NA NA NA NA NA NA NA NA plate2
Unknown117 130 239.5 72 64 37 156 204 49 NA NA NA NA NA NA NA NA plate2
Unknown118 40 60 37 25 26.5 23.5 40 27 NA NA NA NA NA NA NA NA plate2
Unknown119 167 605 253 329 3973 2812 803 1670 NA NA NA NA NA NA NA NA plate2
Unknown120 1879 4562 415 18287 11482.5 17816 4830.5 4217 NA NA NA NA NA NA NA NA plate2
Unknown121 256 1507 117 129 168 315 908 87 NA NA NA NA NA NA NA NA plate2
Unknown122 24 49 22 12 15 14 29 17 NA NA NA NA NA NA NA NA plate2
Unknown123 384 1708 326 1172.5 986 1562 299.5 149 NA NA NA NA NA NA NA NA plate2
Unknown124 210 512 221 191 89 893.5 410 174.5 NA NA NA NA NA NA NA NA plate2
Unknown125 351.5 312 165.5 88 66 418.5 200 183 NA NA NA NA NA NA NA NA plate2
Unknown126 1278 5810 275 230.5 137 13029.5 1762 1241 NA NA NA NA NA NA NA NA plate2
Unknown127 318 397 130 130.5 78 4540 1513.5 325 NA NA NA NA NA NA NA NA plate2
Unknown128 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 NA NA NA NA NA NA NA NA plate2
Unknown129 9686 873 333 166 791 2621 417.5 262 NA NA NA NA NA NA NA NA plate2
Unknown130 777.5 581 241.5 173 1479.5 2637.5 1504 260 NA NA NA NA NA NA NA NA plate2
Unknown131 455 416.5 126 67 48 570 183 61 NA NA NA NA NA NA NA NA plate2
Unknown132 202 1142 137.5 176 204.5 8897 504 459 NA NA NA NA NA NA NA NA plate2
Unknown133 333.5 623.5 368 10430 2340 4375 1650 7801.5 NA NA NA NA NA NA NA NA plate2
Unknown134 561 7984 441 128 141 15119.5 2147 1502 NA NA NA NA NA NA NA NA plate2
Unknown135 506.5 340 152.5 147 90 4799 2178 170 NA NA NA NA NA NA NA NA plate2
Unknown136 254 367 392.5 89 142.5 323.5 298 138 NA NA NA NA NA NA NA NA plate2
Unknown137 888 1955 438 173 507 3584 709 2040 NA NA NA NA NA NA NA NA plate2
Unknown138 426 1877 186 9767 15945 10073 1585.5 1124 NA NA NA NA NA NA NA NA plate2
Unknown139 5733 1301.5 1920.5 220.5 4833 16718 5329 2369 NA NA NA NA NA NA NA NA plate2
Unknown140 19092 14422 1993 12836.5 7426 14663 4826 3468.5 NA NA NA NA NA NA NA NA plate2
Unknown141 596 15139 371.5 229 535.5 21105 7928.5 1414.5 NA NA NA NA NA NA NA NA plate2
Unknown142 1028 2646 1486 292 9357 11769.5 3736 14370.5 NA NA NA NA NA NA NA NA plate2
Unknown143 512 4735 3408 127.5 191 4401 11567 2923.5 NA NA NA NA NA NA NA NA plate2
Unknown144 883 1953 755 586 122 5129 425.5 121 NA NA NA NA NA NA NA NA plate2
Unknown145 977 8719 509 187 1289 24039.5 13891 9531 NA NA NA NA NA NA NA NA plate2
Unknown146 791 1944 465 216.5 12307 14907 4157 760 NA NA NA NA NA NA NA NA plate2
Unknown147 397 987 924 133 79 253 2317.5 1080.5 NA NA NA NA NA NA NA NA plate2
Unknown148 1111 613 357 196 8496 7914 5772.5 13202 NA NA NA NA NA NA NA NA plate2
Unknown149 956 2369 644 389 8762 9649 6437 21113 NA NA NA NA NA NA NA NA plate2
Unknown150 1307 20590 1335 10780 12736 25375.5 5493 7696 NA NA NA NA NA NA NA NA plate2
Unknown151 433 382 173 105 59 2999 655 367 NA NA NA NA NA NA NA NA plate2
Unknown152 161 279 2524.5 105.5 55 491 681.5 472.5 NA NA NA NA NA NA NA NA plate2
Unknown153 439 732.5 397 2108 9692 10115 9513 7341 NA NA NA NA NA NA NA NA plate2
Unknown154 1837 11406 467.5 20011 19606 24476.5 5822 5127.5 NA NA NA NA NA NA NA NA plate2
Unknown155 244 1665.5 166 124 154 224 718 115 NA NA NA NA NA NA NA NA plate2
Unknown156 482 3990.5 388 3736 7436 8361 4111.5 2819 NA NA NA NA NA NA NA NA plate2
Unknown157 656 3103 505 14386 2343 5503 357.5 1215 NA NA NA NA NA NA NA NA plate2
Unknown158 243 568.5 693 141 79 7995 2080 1470 NA NA NA NA NA NA NA NA plate2
Unknown159 1409.5 1123 379 153 167.5 5080.5 1553 1738 NA NA NA NA NA NA NA NA plate2
Unknown160 467.5 6741 238 174 181 13904.5 1660.5 1087 NA NA NA NA NA NA NA NA plate2
Unknown161 329 630 196 119 278 17653 2052.5 2221 NA NA NA NA NA NA NA NA plate2
Unknown162 1122.5 17810 677 12254 16011 18719 3551 10222.5 NA NA NA NA NA NA NA NA plate2
Unknown163 10853 817.5 255 189 2247.5 4179 590 258 NA NA NA NA NA NA NA NA plate2
Unknown164 743.5 820 313.5 289 9351.5 7171 3062 676.5 NA NA NA NA NA NA NA NA plate2
Unknown165 723 1255 299 253 95 1303 396 129.5 NA NA NA NA NA NA NA NA plate2
Unknown166 168 684 131 198 135.5 5677 292 254.5 NA NA NA NA NA NA NA NA plate2
Unknown167 180 276 205 4646.5 2550 2664.5 724 2707 NA NA NA NA NA NA NA NA plate2
Unknown168 249.5 4104 250 96 68 9563 960 672 NA NA NA NA NA NA NA NA plate2
Unknown169 479 190 105 131 66 2006 1724.5 108 NA NA NA NA NA NA NA NA plate2
Unknown170 164 327 234.5 66 75.5 259 260 89 NA NA NA NA NA NA NA NA plate2
Unknown171 281.5 1794 413 75 469.5 2230.5 345 744.5 NA NA NA NA NA NA NA NA plate2
Unknown172 269 1067 141 7595 14464 7592 804.5 467 NA NA NA NA NA NA NA NA plate2
Unknown173 3247 382 470 98 2319.5 7904.5 1521 1258 NA NA NA NA NA NA NA NA plate2
Unknown174 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 NA NA NA NA NA NA NA NA plate2
Unknown175 395 9914 211 131.5 325 16791 4608 1073.5 NA NA NA NA NA NA NA NA plate2
Unknown176 904.5 1871 793 172 6106 7444 1303 6595.5 NA NA NA NA NA NA NA NA plate2
Unknown177 323 2007.5 1950 106 191 2411 7377.5 1699 NA NA NA NA NA NA NA NA plate2
Unknown178 706 2087 791 169 66 3743 261 65 NA NA NA NA NA NA NA NA plate2
Unknown179 323 4950 264 107 645 18881 8856 5330 NA NA NA NA NA NA NA NA plate2
Unknown180 367 1067 259 101 7423 9494 1841.5 335 NA NA NA NA NA NA NA NA plate2
DataType: Units NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate2
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate2
Units: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
DataType: Per Bead Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate2
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate2
Per Bead: 50 50 50 50 50 50 50 50 NA NA NA NA NA NA NA NA plate2
DataType: Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Location Sample Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1(1,A1) Blank1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
2(1,A2) Blank2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
3(1,A3) S1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
4(1,A4) S2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
5(1,A5) S3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
6(1,A6) S4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
7(1,A7) S5 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
8(1,A8) S6 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
9(1,A9) S7 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
10(1,A10) S8 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
11(1,A11) S9 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
12(1,A12) S10 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
13(1,B1) Unknown097 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
14(1,B2) Unknown098 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
15(1,B3) Unknown099 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
16(1,B4) Unknown100 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
17(1,B5) Unknown101 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
18(1,B6) Unknown102 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
19(1,B7) Unknown103 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
20(1,B8) Unknown104 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
21(1,B9) Unknown105 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
22(1,B10) Unknown106 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
23(1,B11) Unknown107 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
24(1,B12) Unknown108 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
25(1,C1) Unknown109 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
26(1,C2) Unknown110 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
27(1,C3) Unknown111 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
28(1,C4) Unknown112 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
29(1,C5) Unknown113 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
30(1,C6) Unknown114 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
31(1,C7) Unknown115 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
32(1,C8) Unknown116 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
33(1,C9) Unknown117 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
34(1,C10) Unknown118 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
35(1,C11) Unknown119 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
36(1,C12) Unknown120 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
37(1,D1) Unknown121 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
38(1,D2) Unknown122 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
39(1,D3) Unknown123 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
40(1,D4) Unknown124 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
41(1,D5) Unknown125 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
42(1,D6) Unknown126 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
43(1,D7) Unknown127 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
44(1,D8) Unknown128 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
45(1,D9) Unknown129 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
46(1,D10) Unknown130 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
47(1,D11) Unknown131 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
48(1,D12) Unknown132 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
49(1,E1) Unknown133 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
50(1,E2) Unknown134 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
51(1,E3) Unknown135 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
52(1,E4) Unknown136 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
53(1,E5) Unknown137 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
54(1,E6) Unknown138 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
55(1,E7) Unknown139 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
56(1,E8) Unknown140 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
57(1,E9) Unknown141 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
58(1,E10) Unknown142 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
59(1,E11) Unknown143 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
60(1,E12) Unknown144 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
61(1,F1) Unknown145 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
62(1,F2) Unknown146 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
63(1,F3) Unknown147 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
64(1,F4) Unknown148 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
65(1,F5) Unknown149 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
66(1,F6) Unknown150 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
67(1,F7) Unknown151 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
68(1,F8) Unknown152 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
69(1,F9) Unknown153 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
70(1,F10) Unknown154 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
71(1,F11) Unknown155 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
72(1,F12) Unknown156 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
73(1,G1) Unknown157 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
74(1,G2) Unknown158 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
75(1,G3) Unknown159 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
76(1,G4) Unknown160 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
77(1,G5) Unknown161 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
78(1,G6) Unknown162 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
79(1,G7) Unknown163 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
80(1,G8) Unknown164 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
81(1,G9) Unknown165 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
82(1,G10) Unknown166 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
83(1,G11) Unknown167 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
84(1,G12) Unknown168 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
85(1,H1) Unknown169 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
86(1,H2) Unknown170 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
87(1,H3) Unknown171 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
88(1,H4) Unknown172 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
89(1,H5) Unknown173 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
90(1,H6) Unknown174 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
91(1,H7) Unknown175 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
92(1,H8) Unknown176 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
93(1,H9) Unknown177 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
94(1,H10) Unknown178 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
95(1,H11) Unknown179 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
96(1,H12) Unknown180 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
DataType: Analysis Types NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate2
AnalysisType None None None None None None None None NA NA NA NA NA NA NA NA plate2
DataType: Audit Logs NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
UserId Date Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
DataType: Warnings/Errors NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Location Status Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,A12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,B11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,C12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,D2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,D3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,D11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,E11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,F12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,G12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
1,H11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
– CRC – NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
CRC32: BFD1EBCE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate3
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate3
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate3
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate3
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate3
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate3
1(1,A1) Blank1 20 50 20 10 20 10 30 20 1898 NA NA NA NA NA NA plate3
2(1,A2) Blank2 15 45 15 15 15 10 20 15 1805 NA NA NA NA NA NA plate3
3(1,A3) S1 17357 12746 22462 21253 24716.5 9629 13067 13359 1842 NA NA NA NA NA NA plate3
4(1,A4) S2 11465 7017 15284 14391 16327 6187 8013 7865.5 2044 NA NA NA NA NA NA plate3
5(1,A5) S3 9607 4992 10884 10965 12073 4284 5278 4914 1815 NA NA NA NA NA NA plate3
6(1,A6) S4 5730.5 2572.5 6139 5579 6660 3525 2869 2554 1950 NA NA NA NA NA NA plate3
7(1,A7) S5 3695 1335 3426 3282 3843.5 1943 1449.5 1245 1991 NA NA NA NA NA NA plate3
8(1,A8) S6 1838 644.5 1895.5 1668 2098 969 714 576.5 1827 NA NA NA NA NA NA plate3
9(1,A9) S7 939 297 953 773 1130 573 301 236 2095 NA NA NA NA NA NA plate3
10(1,A10) S8 446.5 169.5 604 511.5 724 363 181 130 1643 NA NA NA NA NA NA plate3
11(1,A11) S9 204 67.5 214 185 254 152.5 75 47 1888 NA NA NA NA NA NA plate3
12(1,A12) S10 98 39 100 84 126 85 48 25 1876 NA NA NA NA NA NA plate3
13(1,B1) Unknown181 2712 1569 673 327 182 593 936 223 1927 NA NA NA NA NA NA plate3
14(1,B2) Unknown182 134 378 117 197 58 128 122 93 1965 NA NA NA NA NA NA plate3
15(1,B3) Unknown183 182 209 208 374 221.5 348 293 868 1970 NA NA NA NA NA NA plate3
16(1,B4) Unknown184 152 229.5 101 89 48 180 109 110 1911 NA NA NA NA NA NA plate3
17(1,B5) Unknown185 1135 236 299 507 209.5 650 1665.5 266 1977 NA NA NA NA NA NA plate3
18(1,B6) Unknown186 174 395 175 78 70 293.5 294.5 92 1902 NA NA NA NA NA NA plate3
19(1,B7) Unknown187 421 2081.5 529 149 962 532.5 241 282 1913 NA NA NA NA NA NA plate3
20(1,B8) Unknown188 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate3
21(1,B9) Unknown189 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate3
22(1,B10) Unknown190 21464 11789 2508.5 8001 2342 9995.5 1992 2927 2133 NA NA NA NA NA NA plate3
23(1,B11) Unknown191 795 6135.5 407 273 535.5 12560 8821 998 1670 NA NA NA NA NA NA plate3
24(1,B12) Unknown192 1574 348.5 892 288 306 2060 315 366 1955 NA NA NA NA NA NA plate3
25(1,C1) Unknown193 146 408.5 1130.5 83 100 201 652 130 1873 NA NA NA NA NA NA plate3
26(1,C2) Unknown194 1330.5 3036 965 174 79 709 179 92 2173 NA NA NA NA NA NA plate3
27(1,C3) Unknown195 358 4074.5 335.5 140 390 5769.5 8814 5627 2012 NA NA NA NA NA NA plate3
28(1,C4) Unknown196 481 1870 421 182.5 1777.5 1845 2465 411 1794 NA NA NA NA NA NA plate3
29(1,C5) Unknown197 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate3
30(1,C6) Unknown198 943 584.5 235 135 3017 5339 4928 7730 1893 NA NA NA NA NA NA plate3
31(1,C7) Unknown199 532.5 1533 315 210 2575.5 4592.5 2779 7300 1946 NA NA NA NA NA NA plate3
32(1,C8) Unknown200 768 12605 409 7632 9860 9340.5 5612 6383 1843 NA NA NA NA NA NA plate3
33(1,C9) Unknown201 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate3
34(1,C10) Unknown202 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate3
35(1,C11) Unknown203 167 605 253 329 3973 1412 803 1670 1826 NA NA NA NA NA NA plate3
36(1,C12) Unknown204 1879 4562 415 18287 11482.5 5816 4830.5 4217 1690 NA NA NA NA NA NA plate3
37(1,D1) Unknown205 256 1507 117 129 168 315 908 87 1988 NA NA NA NA NA NA plate3
38(1,D2) Unknown206 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate3
39(1,D3) Unknown207 384 1708 326 1172.5 986 1562 299.5 149 1963 NA NA NA NA NA NA plate3
40(1,D4) Unknown208 210 512 221 191 89 293.5 410 174.5 2159 NA NA NA NA NA NA plate3
41(1,D5) Unknown209 351.5 312 165.5 88 66 218.5 200 183 2122 NA NA NA NA NA NA plate3
42(1,D6) Unknown210 1278 5810 275 230.5 137 729.5 1762 1241 1997 NA NA NA NA NA NA plate3
43(1,D7) Unknown211 318 397 130 130.5 78 440 1513.5 325 1916 NA NA NA NA NA NA plate3
44(1,D8) Unknown212 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate3
45(1,D9) Unknown213 9686 873 333 166 791 621 417.5 262 1691 NA NA NA NA NA NA plate3
46(1,D10) Unknown214 777.5 581 241.5 173 1479.5 1037.5 1504 260 2044 NA NA NA NA NA NA plate3
47(1,D11) Unknown215 455 416.5 126 67 48 270 183 61 1639 NA NA NA NA NA NA plate3
48(1,D12) Unknown216 202 1142 137.5 176 204.5 897 504 459 1957 NA NA NA NA NA NA plate3
49(1,E1) Unknown217 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate3
50(1,E2) Unknown218 561 7984 441 128 141 2119.5 2147 1502 1963 NA NA NA NA NA NA plate3
51(1,E3) Unknown219 506.5 340 152.5 147 90 399 2178 170 1856 NA NA NA NA NA NA plate3
52(1,E4) Unknown220 254 367 392.5 89 142.5 323.5 298 138 2019 NA NA NA NA NA NA plate3
53(1,E5) Unknown221 888 1955 438 173 507 1584 709 2040 2009 NA NA NA NA NA NA plate3
54(1,E6) Unknown222 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate3
55(1,E7) Unknown223 5733 1301.5 1920.5 220.5 4833 3718 5329 2369 1905 NA NA NA NA NA NA plate3
56(1,E8) Unknown224 19092 14422 1993 12836.5 7426 8663 4826 3468.5 2052 NA NA NA NA NA NA plate3
57(1,E9) Unknown225 596 15139 371.5 229 535.5 8105 7928.5 1414.5 1712 NA NA NA NA NA NA plate3
58(1,E10) Unknown226 1028 2646 1486 292 9357 7769.5 3736 14370.5 1862 NA NA NA NA NA NA plate3
59(1,E11) Unknown227 512 4735 3408 127.5 191 901 11567 2923.5 1718 NA NA NA NA NA NA plate3
60(1,E12) Unknown228 883 1953 755 586 122 529 425.5 121 1767 NA NA NA NA NA NA plate3
61(1,F1) Unknown229 977 8719 509 187 1289 5039.5 13891 9531 1735 NA NA NA NA NA NA plate3
62(1,F2) Unknown230 791 1944 465 216.5 12307 8907 4157 760 1804 NA NA NA NA NA NA plate3
63(1,F3) Unknown231 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate3
64(1,F4) Unknown232 1111 613 357 196 8496 7914 5772.5 13202 2026 NA NA NA NA NA NA plate3
65(1,F5) Unknown233 956 2369 644 389 8762 4649 6437 21113 1871 NA NA NA NA NA NA plate3
66(1,F6) Unknown234 1307 20590 1335 10780 12736 7375.5 5493 7696 1868 NA NA NA NA NA NA plate3
67(1,F7) Unknown235 433 382 173 105 59 599 655 367 1813 NA NA NA NA NA NA plate3
68(1,F8) Unknown236 161 279 2524.5 105.5 55 491 681.5 472.5 2070 NA NA NA NA NA NA plate3
69(1,F9) Unknown237 439 732.5 397 2108 9692 6115 9513 7341 1870 NA NA NA NA NA NA plate3
70(1,F10) Unknown238 1837 11406 467.5 20011 19606 5476.5 5822 5127.5 2055 NA NA NA NA NA NA plate3
71(1,F11) Unknown239 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate3
72(1,F12) Unknown240 482 3990.5 388 3736 7436 3361 4111.5 2819 1831 NA NA NA NA NA NA plate3
73(1,G1) Unknown241 656 3103 505 14386 2343 2503 357.5 1215 1816 NA NA NA NA NA NA plate3
74(1,G2) Unknown242 243 568.5 693 141 79 1295 2080 1470 1821 NA NA NA NA NA NA plate3
75(1,G3) Unknown243 1409.5 1123 379 153 167.5 1280.5 1553 1738 1979 NA NA NA NA NA NA plate3
76(1,G4) Unknown244 467.5 6741 238 174 181 1804.5 1660.5 1087 1910 NA NA NA NA NA NA plate3
77(1,G5) Unknown245 329 630 196 119 278 223 2052.5 2221 1752 NA NA NA NA NA NA plate3
78(1,G6) Unknown246 1122.5 17810 677 12254 16011 3142 3551 10222.5 1670 NA NA NA NA NA NA plate3
79(1,G7) Unknown247 10853 817.5 255 189 2247.5 1023 590 258 1702 NA NA NA NA NA NA plate3
80(1,G8) Unknown248 743.5 820 313.5 289 9351.5 873 3062 676.5 1739 NA NA NA NA NA NA plate3
81(1,G9) Unknown249 723 1255 299 253 95 203 396 129.5 1574 NA NA NA NA NA NA plate3
82(1,G10) Unknown250 168 684 131 198 135.5 223.4 292 254.5 1597 NA NA NA NA NA NA plate3
83(1,G11) Unknown251 180 276 205 4646.5 2550 664.5 724 2707 1546 NA NA NA NA NA NA plate3
84(1,G12) Unknown252 249.5 4104 250 96 68 563 960 672 1710 NA NA NA NA NA NA plate3
85(1,H1) Unknown253 479 190 105 131 66 406 1724.5 108 2102 NA NA NA NA NA NA plate3
86(1,H2) Unknown254 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate3
87(1,H3) Unknown255 281.5 1794 413 75 469.5 530.5 345 744.5 1694 NA NA NA NA NA NA plate3
88(1,H4) Unknown256 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate3
89(1,H5) Unknown257 3247 382 470 98 2319.5 2304.5 1521 1258 1615 NA NA NA NA NA NA plate3
90(1,H6) Unknown258 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 1452 NA NA NA NA NA NA plate3
91(1,H7) Unknown259 395 9914 211 131.5 325 2791 4608 1073.5 1537 NA NA NA NA NA NA plate3
92(1,H8) Unknown260 904.5 1871 793 172 6106 744 1303 6595.5 1852 NA NA NA NA NA NA plate3
93(1,H9) Unknown261 323 2007.5 1950 106 191 2411 7377.5 1699 1563 NA NA NA NA NA NA plate3
94(1,H10) Unknown262 706 2087 791 169 66 412 261 65 1472 NA NA NA NA NA NA plate3
95(1,H11) Unknown263 323 4950 264 107 645 2381 8856 5330 1467 NA NA NA NA NA NA plate3
96(1,H12) Unknown264 367 1067 259 101 7423 1494 1841.5 335 1654 NA NA NA NA NA NA plate3
DataType: Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate3
1(1,A1) Blank1 24 48 22 12 16 13 28 16 1898 NA NA NA NA NA NA plate3
2(1,A2) Blank2 20 43 24 15 17 11 24 15 1887 NA NA NA NA NA NA plate3
3(1,A3) S1 17357 12746 22462 21253 24716.5 9629 13067 13359 1842 NA NA NA NA NA NA plate3
4(1,A4) S2 11465 7017 15284 14391 16327 6187 8013 7865.5 2044 NA NA NA NA NA NA plate3
5(1,A5) S3 9607 4992 10884 10965 12073 4284 5278 4914 1815 NA NA NA NA NA NA plate3
6(1,A6) S4 5730.5 2572.5 6139 5579 6660 3525 2869 2554 1950 NA NA NA NA NA NA plate3
7(1,A7) S5 3695 1335 3426 3282 3843.5 1943 1449.5 1245 1991 NA NA NA NA NA NA plate3
8(1,A8) S6 1838 644.5 1895.5 1668 2098 969 714 576.5 1827 NA NA NA NA NA NA plate3
9(1,A9) S7 939 297 953 773 1130 573 301 236 2095 NA NA NA NA NA NA plate3
10(1,A10) S8 446.5 169.5 604 511.5 724 363 181 130 1643 NA NA NA NA NA NA plate3
11(1,A11) S9 204 67.5 214 185 254 152.5 75 47 1888 NA NA NA NA NA NA plate3
12(1,A12) S10 98 39 100 84 126 85 48 25 1876 NA NA NA NA NA NA plate3
13(1,B1) Unknown181 2712 1569 673 327 182 593 936 223 1927 NA NA NA NA NA NA plate3
14(1,B2) Unknown182 134 378 117 197 58 128 122 93 1965 NA NA NA NA NA NA plate3
15(1,B3) Unknown183 182 209 208 374 221.5 348 293 868 1970 NA NA NA NA NA NA plate3
16(1,B4) Unknown184 152 229.5 101 89 48 180 109 110 1911 NA NA NA NA NA NA plate3
17(1,B5) Unknown185 1135 236 299 507 209.5 650 1665.5 266 1977 NA NA NA NA NA NA plate3
18(1,B6) Unknown186 174 395 175 78 70 293.5 294.5 92 1902 NA NA NA NA NA NA plate3
19(1,B7) Unknown187 421 2081.5 529 149 962 532.5 241 282 1913 NA NA NA NA NA NA plate3
20(1,B8) Unknown188 24 49 22 13 15.5 14 28 17 1828 NA NA NA NA NA NA plate3
21(1,B9) Unknown189 24 45 22 13 16 13 29 17 1885 NA NA NA NA NA NA plate3
22(1,B10) Unknown190 21464 11789 2508.5 8001 2342 9995.5 1992 2927 2133 NA NA NA NA NA NA plate3
23(1,B11) Unknown191 795 6135.5 407 273 535.5 12560 8821 998 1670 NA NA NA NA NA NA plate3
24(1,B12) Unknown192 1574 348.5 892 288 306 2060 315 366 1955 NA NA NA NA NA NA plate3
25(1,C1) Unknown193 146 408.5 1130.5 83 100 201 652 130 1873 NA NA NA NA NA NA plate3
26(1,C2) Unknown194 1330.5 3036 965 174 79 709 179 92 2173 NA NA NA NA NA NA plate3
27(1,C3) Unknown195 358 4074.5 335.5 140 390 5769.5 8814 5627 2012 NA NA NA NA NA NA plate3
28(1,C4) Unknown196 481 1870 421 182.5 1777.5 1845 2465 411 1794 NA NA NA NA NA NA plate3
29(1,C5) Unknown197 551 1282 331.5 165 77 244 579 229 2023 NA NA NA NA NA NA plate3
30(1,C6) Unknown198 943 584.5 235 135 3017 5339 4928 7730 1893 NA NA NA NA NA NA plate3
31(1,C7) Unknown199 532.5 1533 315 210 2575.5 4592.5 2779 7300 1946 NA NA NA NA NA NA plate3
32(1,C8) Unknown200 768 12605 409 7632 9860 9340.5 5612 6383 1843 NA NA NA NA NA NA plate3
33(1,C9) Unknown201 130 239.5 72 64 37 156 204 49 1900 NA NA NA NA NA NA plate3
34(1,C10) Unknown202 40 60 37 25 26.5 23.5 40 27 1947 NA NA NA NA NA NA plate3
35(1,C11) Unknown203 167 605 253 329 3973 1412 803 1670 1826 NA NA NA NA NA NA plate3
36(1,C12) Unknown204 1879 4562 415 18287 11482.5 5816 4830.5 4217 1690 NA NA NA NA NA NA plate3
37(1,D1) Unknown205 256 1507 117 129 168 315 908 87 1988 NA NA NA NA NA NA plate3
38(1,D2) Unknown206 24 49 22 12 15 14 29 17 1943 NA NA NA NA NA NA plate3
39(1,D3) Unknown207 384 1708 326 1172.5 986 1562 299.5 149 1963 NA NA NA NA NA NA plate3
40(1,D4) Unknown208 210 512 221 191 89 293.5 410 174.5 2159 NA NA NA NA NA NA plate3
41(1,D5) Unknown209 351.5 312 165.5 88 66 218.5 200 183 2122 NA NA NA NA NA NA plate3
42(1,D6) Unknown210 1278 5810 275 230.5 137 729.5 1762 1241 1997 NA NA NA NA NA NA plate3
43(1,D7) Unknown211 318 397 130 130.5 78 440 1513.5 325 1916 NA NA NA NA NA NA plate3
44(1,D8) Unknown212 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 2026 NA NA NA NA NA NA plate3
45(1,D9) Unknown213 9686 873 333 166 791 621 417.5 262 1691 NA NA NA NA NA NA plate3
46(1,D10) Unknown214 777.5 581 241.5 173 1479.5 1037.5 1504 260 2044 NA NA NA NA NA NA plate3
47(1,D11) Unknown215 455 416.5 126 67 48 270 183 61 1639 NA NA NA NA NA NA plate3
48(1,D12) Unknown216 202 1142 137.5 176 204.5 897 504 459 1957 NA NA NA NA NA NA plate3
49(1,E1) Unknown217 333.5 623.5 368 10430 2340 4375 1650 7801.5 1836 NA NA NA NA NA NA plate3
50(1,E2) Unknown218 561 7984 441 128 141 2119.5 2147 1502 1963 NA NA NA NA NA NA plate3
51(1,E3) Unknown219 506.5 340 152.5 147 90 399 2178 170 1856 NA NA NA NA NA NA plate3
52(1,E4) Unknown220 254 367 392.5 89 142.5 323.5 298 138 2019 NA NA NA NA NA NA plate3
53(1,E5) Unknown221 888 1955 438 173 507 1584 709 2040 2009 NA NA NA NA NA NA plate3
54(1,E6) Unknown222 426 1877 186 9767 15945 10073 1585.5 1124 1964 NA NA NA NA NA NA plate3
55(1,E7) Unknown223 5733 1301.5 1920.5 220.5 4833 3718 5329 2369 1905 NA NA NA NA NA NA plate3
56(1,E8) Unknown224 19092 14422 1993 12836.5 7426 8663 4826 3468.5 2052 NA NA NA NA NA NA plate3
57(1,E9) Unknown225 596 15139 371.5 229 535.5 8105 7928.5 1414.5 1712 NA NA NA NA NA NA plate3
58(1,E10) Unknown226 1028 2646 1486 292 9357 7769.5 3736 14370.5 1862 NA NA NA NA NA NA plate3
59(1,E11) Unknown227 512 4735 3408 127.5 191 901 11567 2923.5 1718 NA NA NA NA NA NA plate3
60(1,E12) Unknown228 883 1953 755 586 122 529 425.5 121 1767 NA NA NA NA NA NA plate3
61(1,F1) Unknown229 977 8719 509 187 1289 5039.5 13891 9531 1735 NA NA NA NA NA NA plate3
62(1,F2) Unknown230 791 1944 465 216.5 12307 8907 4157 760 1804 NA NA NA NA NA NA plate3
63(1,F3) Unknown231 397 987 924 133 79 253 2317.5 1080.5 1705 NA NA NA NA NA NA plate3
64(1,F4) Unknown232 1111 613 357 196 8496 7914 5772.5 13202 2026 NA NA NA NA NA NA plate3
65(1,F5) Unknown233 956 2369 644 389 8762 4649 6437 21113 1871 NA NA NA NA NA NA plate3
66(1,F6) Unknown234 1307 20590 1335 10780 12736 7375.5 5493 7696 1868 NA NA NA NA NA NA plate3
67(1,F7) Unknown235 433 382 173 105 59 599 655 367 1813 NA NA NA NA NA NA plate3
68(1,F8) Unknown236 161 279 2524.5 105.5 55 491 681.5 472.5 2070 NA NA NA NA NA NA plate3
69(1,F9) Unknown237 439 732.5 397 2108 9692 6115 9513 7341 1870 NA NA NA NA NA NA plate3
70(1,F10) Unknown238 1837 11406 467.5 20011 19606 5476.5 5822 5127.5 2055 NA NA NA NA NA NA plate3
71(1,F11) Unknown239 244 1665.5 166 124 154 224 718 115 1798 NA NA NA NA NA NA plate3
72(1,F12) Unknown240 482 3990.5 388 3736 7436 3361 4111.5 2819 1831 NA NA NA NA NA NA plate3
73(1,G1) Unknown241 656 3103 505 14386 2343 2503 357.5 1215 1816 NA NA NA NA NA NA plate3
74(1,G2) Unknown242 243 568.5 693 141 79 1295 2080 1470 1821 NA NA NA NA NA NA plate3
75(1,G3) Unknown243 1409.5 1123 379 153 167.5 1280.5 1553 1738 1979 NA NA NA NA NA NA plate3
76(1,G4) Unknown244 467.5 6741 238 174 181 1804.5 1660.5 1087 1910 NA NA NA NA NA NA plate3
77(1,G5) Unknown245 329 630 196 119 278 223 2052.5 2221 1752 NA NA NA NA NA NA plate3
78(1,G6) Unknown246 1122.5 17810 677 12254 16011 3142 3551 10222.5 1670 NA NA NA NA NA NA plate3
79(1,G7) Unknown247 10853 817.5 255 189 2247.5 1023 590 258 1702 NA NA NA NA NA NA plate3
80(1,G8) Unknown248 743.5 820 313.5 289 9351.5 873 3062 676.5 1739 NA NA NA NA NA NA plate3
81(1,G9) Unknown249 723 1255 299 253 95 203 396 129.5 1574 NA NA NA NA NA NA plate3
82(1,G10) Unknown250 168 684 131 198 135.5 223.4 292 254.5 1597 NA NA NA NA NA NA plate3
83(1,G11) Unknown251 180 276 205 4646.5 2550 664.5 724 2707 1546 NA NA NA NA NA NA plate3
84(1,G12) Unknown252 249.5 4104 250 96 68 563 960 672 1710 NA NA NA NA NA NA plate3
85(1,H1) Unknown253 479 190 105 131 66 406 1724.5 108 2102 NA NA NA NA NA NA plate3
86(1,H2) Unknown254 164 327 234.5 66 75.5 259 260 89 1895 NA NA NA NA NA NA plate3
87(1,H3) Unknown255 281.5 1794 413 75 469.5 530.5 345 744.5 1694 NA NA NA NA NA NA plate3
88(1,H4) Unknown256 269 1067 141 7595 14464 7592 804.5 467 1817 NA NA NA NA NA NA plate3
89(1,H5) Unknown257 3247 382 470 98 2319.5 2304.5 1521 1258 1615 NA NA NA NA NA NA plate3
90(1,H6) Unknown258 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 1452 NA NA NA NA NA NA plate3
91(1,H7) Unknown259 395 9914 211 131.5 325 2791 4608 1073.5 1537 NA NA NA NA NA NA plate3
92(1,H8) Unknown260 904.5 1871 793 172 6106 744 1303 6595.5 1852 NA NA NA NA NA NA plate3
93(1,H9) Unknown261 323 2007.5 1950 106 191 2411 7377.5 1699 1563 NA NA NA NA NA NA plate3
94(1,H10) Unknown262 706 2087 791 169 66 412 261 65 1472 NA NA NA NA NA NA plate3
95(1,H11) Unknown263 323 4950 264 107 645 2381 8856 5330 1467 NA NA NA NA NA NA plate3
96(1,H12) Unknown264 367 1067 259 101 7423 1494 1841.5 335 1654 NA NA NA NA NA NA plate3
DataType: Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Total Events NA NA NA NA NA NA plate3
1(1,A1) Blank1 150 95 184 170 105 127 85 119 1898 NA NA NA NA NA NA plate3
2(1,A2) Blank2 142 90 208 169 119 110 87 125 1892 NA NA NA NA NA NA plate3
3(1,A3) S1 57 71 81 50 52 67 67 76 1842 NA NA NA NA NA NA plate3
4(1,A4) S2 50 71 88 65 62 55 91 66 2044 NA NA NA NA NA NA plate3
5(1,A5) S3 50 60 62 54 51 52 61 71 1815 NA NA NA NA NA NA plate3
6(1,A6) S4 54 50 59 54 60 59 65 77 1950 NA NA NA NA NA NA plate3
7(1,A7) S5 57 67 66 50 62 67 80 69 1991 NA NA NA NA NA NA plate3
8(1,A8) S6 57 62 68 60 65 50 79 66 1827 NA NA NA NA NA NA plate3
9(1,A9) S7 64 63 62 55 57 50 89 85 2095 NA NA NA NA NA NA plate3
10(1,A10) S8 52 70 51 50 59 65 83 67 1643 NA NA NA NA NA NA plate3
11(1,A11) S9 50 68 80 57 63 56 79 81 1888 NA NA NA NA NA NA plate3
12(1,A12) S10 50 75 80 53 57 54 76 66 1876 NA NA NA NA NA NA plate3
13(1,B1) Unknown181 157 99 177 147 120 121 79 99 1927 NA NA NA NA NA NA plate3
14(1,B2) Unknown182 147 88 213 176 103 132 99 122 1965 NA NA NA NA NA NA plate3
15(1,B3) Unknown183 157 97 218 170 104 111 95 114 1970 NA NA NA NA NA NA plate3
16(1,B4) Unknown184 136 84 185 161 135 132 79 120 1911 NA NA NA NA NA NA plate3
17(1,B5) Unknown185 143 84 187 179 110 137 86 111 1977 NA NA NA NA NA NA plate3
18(1,B6) Unknown186 135 91 203 156 128 110 84 108 1902 NA NA NA NA NA NA plate3
19(1,B7) Unknown187 139 84 192 137 101 126 78 113 1913 NA NA NA NA NA NA plate3
20(1,B8) Unknown188 145 79 179 146 106 106 87 118 1828 NA NA NA NA NA NA plate3
21(1,B9) Unknown189 151 91 177 159 118 129 71 109 1885 NA NA NA NA NA NA plate3
22(1,B10) Unknown190 143 98 196 190 118 168 77 149 2133 NA NA NA NA NA NA plate3
23(1,B11) Unknown191 115 92 169 146 90 112 85 112 1670 NA NA NA NA NA NA plate3
24(1,B12) Unknown192 169 78 193 189 109 125 88 105 1955 NA NA NA NA NA NA plate3
25(1,C1) Unknown193 127 82 198 176 93 132 81 116 1873 NA NA NA NA NA NA plate3
26(1,C2) Unknown194 168 91 211 188 107 149 90 137 2173 NA NA NA NA NA NA plate3
27(1,C3) Unknown195 157 96 190 169 105 150 87 140 2012 NA NA NA NA NA NA plate3
28(1,C4) Unknown196 119 60 156 154 112 131 91 109 1794 NA NA NA NA NA NA plate3
29(1,C5) Unknown197 147 81 214 167 116 133 69 127 2023 NA NA NA NA NA NA plate3
30(1,C6) Unknown198 173 90 177 131 97 123 87 115 1893 NA NA NA NA NA NA plate3
31(1,C7) Unknown199 134 79 176 160 130 144 95 125 1946 NA NA NA NA NA NA plate3
32(1,C8) Unknown200 143 78 157 178 89 114 77 131 1843 NA NA NA NA NA NA plate3
33(1,C9) Unknown201 168 88 193 140 92 127 69 117 1900 NA NA NA NA NA NA plate3
34(1,C10) Unknown202 147 90 205 187 110 110 76 110 1947 NA NA NA NA NA NA plate3
35(1,C11) Unknown203 143 67 183 157 97 128 62 97 1826 NA NA NA NA NA NA plate3
36(1,C12) Unknown204 123 73 165 137 98 121 80 103 1690 NA NA NA NA NA NA plate3
37(1,D1) Unknown205 133 88 216 182 90 127 83 138 1988 NA NA NA NA NA NA plate3
38(1,D2) Unknown206 140 76 191 176 126 136 82 129 1943 NA NA NA NA NA NA plate3
39(1,D3) Unknown207 150 86 196 168 103 145 84 133 1963 NA NA NA NA NA NA plate3
40(1,D4) Unknown208 165 88 216 197 116 134 77 132 2159 NA NA NA NA NA NA plate3
41(1,D5) Unknown209 170 96 200 203 109 124 94 131 2122 NA NA NA NA NA NA plate3
42(1,D6) Unknown210 155 93 205 140 118 138 81 113 1997 NA NA NA NA NA NA plate3
43(1,D7) Unknown211 169 89 177 178 89 125 72 108 1916 NA NA NA NA NA NA plate3
44(1,D8) Unknown212 152 104 202 182 105 150 77 130 2026 NA NA NA NA NA NA plate3
45(1,D9) Unknown213 121 79 166 138 101 130 64 109 1691 NA NA NA NA NA NA plate3
46(1,D10) Unknown214 142 90 190 179 108 134 81 120 2044 NA NA NA NA NA NA plate3
47(1,D11) Unknown215 115 78 178 131 84 119 69 91 1639 NA NA NA NA NA NA plate3
48(1,D12) Unknown216 169 82 194 183 100 147 81 113 1957 NA NA NA NA NA NA plate3
49(1,E1) Unknown217 128 86 190 173 93 117 69 126 1836 NA NA NA NA NA NA plate3
50(1,E2) Unknown218 140 93 199 199 85 144 88 125 1963 NA NA NA NA NA NA plate3
51(1,E3) Unknown219 132 75 158 166 125 141 91 111 1856 NA NA NA NA NA NA plate3
52(1,E4) Unknown220 152 105 204 157 96 164 51 111 2019 NA NA NA NA NA NA plate3
53(1,E5) Unknown221 164 87 203 181 109 118 86 117 2009 NA NA NA NA NA NA plate3
54(1,E6) Unknown222 121 89 191 195 107 133 84 122 1964 NA NA NA NA NA NA plate3
55(1,E7) Unknown223 146 82 162 136 101 147 72 125 1905 NA NA NA NA NA NA plate3
56(1,E8) Unknown224 163 77 210 176 117 125 75 138 2052 NA NA NA NA NA NA plate3
57(1,E9) Unknown225 139 75 144 131 98 115 90 90 1712 NA NA NA NA NA NA plate3
58(1,E10) Unknown226 145 100 191 165 114 128 73 112 1862 NA NA NA NA NA NA plate3
59(1,E11) Unknown227 133 82 178 134 79 118 76 106 1718 NA NA NA NA NA NA plate3
60(1,E12) Unknown228 137 77 181 161 99 125 64 108 1767 NA NA NA NA NA NA plate3
61(1,F1) Unknown229 149 87 170 127 94 120 85 120 1735 NA NA NA NA NA NA plate3
62(1,F2) Unknown230 163 87 153 162 100 119 66 98 1804 NA NA NA NA NA NA plate3
63(1,F3) Unknown231 103 85 158 167 84 126 84 90 1705 NA NA NA NA NA NA plate3
64(1,F4) Unknown232 149 85 174 177 128 137 90 137 2026 NA NA NA NA NA NA plate3
65(1,F5) Unknown233 125 79 171 151 113 146 99 107 1871 NA NA NA NA NA NA plate3
66(1,F6) Unknown234 133 87 195 160 107 114 67 132 1868 NA NA NA NA NA NA plate3
67(1,F7) Unknown235 144 74 155 159 101 124 80 99 1813 NA NA NA NA NA NA plate3
68(1,F8) Unknown236 161 89 212 158 118 156 70 128 2070 NA NA NA NA NA NA plate3
69(1,F9) Unknown237 140 76 187 176 101 126 85 119 1870 NA NA NA NA NA NA plate3
70(1,F10) Unknown238 151 93 192 157 140 126 79 140 2055 NA NA NA NA NA NA plate3
71(1,F11) Unknown239 126 72 221 141 116 129 65 97 1798 NA NA NA NA NA NA plate3
72(1,F12) Unknown240 151 80 170 176 98 113 86 110 1831 NA NA NA NA NA NA plate3
73(1,G1) Unknown241 155 85 166 168 108 136 60 101 1816 NA NA NA NA NA NA plate3
74(1,G2) Unknown242 112 74 173 154 90 119 73 122 1821 NA NA NA NA NA NA plate3
75(1,G3) Unknown243 158 95 183 148 106 164 79 116 1979 NA NA NA NA NA NA plate3
76(1,G4) Unknown244 142 85 174 196 102 106 82 131 1910 NA NA NA NA NA NA plate3
77(1,G5) Unknown245 133 79 165 161 91 111 80 107 1752 NA NA NA NA NA NA plate3
78(1,G6) Unknown246 120 85 155 137 81 97 75 104 1670 NA NA NA NA NA NA plate3
79(1,G7) Unknown247 135 72 165 143 74 138 70 121 1702 NA NA NA NA NA NA plate3
80(1,G8) Unknown248 132 72 180 130 104 114 72 96 1739 NA NA NA NA NA NA plate3
81(1,G9) Unknown249 113 85 146 122 100 111 53 90 1574 NA NA NA NA NA NA plate3
82(1,G10) Unknown250 132 67 167 119 78 108 59 84 1597 NA NA NA NA NA NA plate3
83(1,G11) Unknown251 117 83 138 142 83 104 71 90 1546 NA NA NA NA NA NA plate3
84(1,G12) Unknown252 124 95 171 140 95 111 73 119 1710 NA NA NA NA NA NA plate3
85(1,H1) Unknown253 145 101 211 167 129 140 96 132 2102 NA NA NA NA NA NA plate3
86(1,H2) Unknown254 148 77 192 156 100 115 91 118 1895 NA NA NA NA NA NA plate3
87(1,H3) Unknown255 126 83 161 145 94 122 62 94 1694 NA NA NA NA NA NA plate3
88(1,H4) Unknown256 116 86 166 169 90 136 82 116 1817 NA NA NA NA NA NA plate3
89(1,H5) Unknown257 136 65 161 135 108 100 56 109 1615 NA NA NA NA NA NA plate3
90(1,H6) Unknown258 105 58 145 140 72 116 56 82 1452 NA NA NA NA NA NA plate3
91(1,H7) Unknown259 103 89 139 126 96 97 71 92 1537 NA NA NA NA NA NA plate3
92(1,H8) Unknown260 154 101 183 130 109 131 83 130 1852 NA NA NA NA NA NA plate3
93(1,H9) Unknown261 105 68 159 143 79 101 72 86 1563 NA NA NA NA NA NA plate3
94(1,H10) Unknown262 122 55 139 132 81 124 62 84 1472 NA NA NA NA NA NA plate3
95(1,H11) Unknown263 101 70 131 141 72 86 74 89 1467 NA NA NA NA NA NA plate3
96(1,H12) Unknown264 117 67 161 142 81 127 76 83 1654 NA NA NA NA NA NA plate3
DataType: Avg Net MFI NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate3
Blank1 24 48 22 12 16 13 28 16 NA NA NA NA NA NA NA NA plate3
Blank2 410 383 207.5 168 96 210 582 258 NA NA NA NA NA NA NA NA plate3
S1 1155 10802 1837 1355 2511 12557 2290 14563 NA NA NA NA NA NA NA NA plate3
S2 378 3790 483 304 633 4816 659 6015 NA NA NA NA NA NA NA NA plate3
S3 103 924 120 80 151 1198 139 1733 NA NA NA NA NA NA NA NA plate3
S4 43 232 42.5 29 44 265.5 49 407.5 NA NA NA NA NA NA NA NA plate3
S5 29.5 90 29 16 24 68 34 97 NA NA NA NA NA NA NA NA plate3
S6 7791 9616 6807 15315 16980.5 13899 7104 17634.5 NA NA NA NA NA NA NA NA plate3
S7 2851 3384 2079.5 7908.5 9766 7040 2421.5 8160 NA NA NA NA NA NA NA NA plate3
S8 810 933 525 2477 3742.5 2140 662 2603 NA NA NA NA NA NA NA NA plate3
S9 180.5 230 117 598.5 883 498.5 134.5 692 NA NA NA NA NA NA NA NA plate3
S10 55 80 39 143 209 119 46.5 165 NA NA NA NA NA NA NA NA plate3
Unknown181 2712 1569 673 327 182 2208 936 223 NA NA NA NA NA NA NA NA plate3
Unknown182 134 378 117 197 58 712.5 122 93 NA NA NA NA NA NA NA NA plate3
Unknown183 182 209 208 374 221.5 448 293 868 NA NA NA NA NA NA NA NA plate3
Unknown184 152 229.5 101 89 48 480 109 110 NA NA NA NA NA NA NA NA plate3
Unknown185 1135 236 299 507 209.5 650 1665.5 266 NA NA NA NA NA NA NA NA plate3
Unknown186 174 395 175 78 70 293.5 294.5 92 NA NA NA NA NA NA NA NA plate3
Unknown187 421 2081.5 529 149 962 1632.5 241 282 NA NA NA NA NA NA NA NA plate3
Unknown188 24 49 22 13 15.5 14 28 17 NA NA NA NA NA NA NA NA plate3
Unknown189 24 45 22 13 16 13 29 17 NA NA NA NA NA NA NA NA plate3
Unknown190 21464 11789 2508.5 8001 2342 9995.5 1992 2927 NA NA NA NA NA NA NA NA plate3
Unknown191 795 6135.5 407 273 535.5 12560 8821 998 NA NA NA NA NA NA NA NA plate3
Unknown192 1574 348.5 892 288 306 2060 315 366 NA NA NA NA NA NA NA NA plate3
Unknown193 146 408.5 1130.5 83 100 443 652 130 NA NA NA NA NA NA NA NA plate3
Unknown194 1330.5 3036 965 174 79 3212 179 92 NA NA NA NA NA NA NA NA plate3
Unknown195 358 4074.5 335.5 140 390 15769.5 8814 5627 NA NA NA NA NA NA NA NA plate3
Unknown196 481 1870 421 182.5 1777.5 6845 2465 411 NA NA NA NA NA NA NA NA plate3
Unknown197 551 1282 331.5 165 77 244 579 229 NA NA NA NA NA NA NA NA plate3
Unknown198 943 584.5 235 135 3017 5339 4928 7730 NA NA NA NA NA NA NA NA plate3
Unknown199 532.5 1533 315 210 2575.5 4592.5 2779 7300 NA NA NA NA NA NA NA NA plate3
Unknown200 768 12605 409 7632 9860 19340.5 5612 6383 NA NA NA NA NA NA NA NA plate3
Unknown201 130 239.5 72 64 37 156 204 49 NA NA NA NA NA NA NA NA plate3
Unknown202 40 60 37 25 26.5 23.5 40 27 NA NA NA NA NA NA NA NA plate3
Unknown203 167 605 253 329 3973 2812 803 1670 NA NA NA NA NA NA NA NA plate3
Unknown204 1879 4562 415 18287 11482.5 17816 4830.5 4217 NA NA NA NA NA NA NA NA plate3
Unknown205 256 1507 117 129 168 315 908 87 NA NA NA NA NA NA NA NA plate3
Unknown206 24 49 22 12 15 14 29 17 NA NA NA NA NA NA NA NA plate3
Unknown207 384 1708 326 1172.5 986 1562 299.5 149 NA NA NA NA NA NA NA NA plate3
Unknown208 210 512 221 191 89 893.5 410 174.5 NA NA NA NA NA NA NA NA plate3
Unknown209 351.5 312 165.5 88 66 418.5 200 183 NA NA NA NA NA NA NA NA plate3
Unknown210 1278 5810 275 230.5 137 13029.5 1762 1241 NA NA NA NA NA NA NA NA plate3
Unknown211 318 397 130 130.5 78 4540 1513.5 325 NA NA NA NA NA NA NA NA plate3
Unknown212 493.5 2980.5 401 5932.5 3536 4699.5 574 5389 NA NA NA NA NA NA NA NA plate3
Unknown213 9686 873 333 166 791 2621 417.5 262 NA NA NA NA NA NA NA NA plate3
Unknown214 777.5 581 241.5 173 1479.5 2637.5 1504 260 NA NA NA NA NA NA NA NA plate3
Unknown215 455 416.5 126 67 48 570 183 61 NA NA NA NA NA NA NA NA plate3
Unknown216 202 1142 137.5 176 204.5 8897 504 459 NA NA NA NA NA NA NA NA plate3
Unknown217 333.5 623.5 368 10430 2340 4375 1650 7801.5 NA NA NA NA NA NA NA NA plate3
Unknown218 561 7984 441 128 141 15119.5 2147 1502 NA NA NA NA NA NA NA NA plate3
Unknown219 506.5 340 152.5 147 90 4799 2178 170 NA NA NA NA NA NA NA NA plate3
Unknown220 254 367 392.5 89 142.5 323.5 298 138 NA NA NA NA NA NA NA NA plate3
Unknown221 888 1955 438 173 507 3584 709 2040 NA NA NA NA NA NA NA NA plate3
Unknown222 426 1877 186 9767 15945 10073 1585.5 1124 NA NA NA NA NA NA NA NA plate3
Unknown223 5733 1301.5 1920.5 220.5 4833 16718 5329 2369 NA NA NA NA NA NA NA NA plate3
Unknown224 19092 14422 1993 12836.5 7426 14663 4826 3468.5 NA NA NA NA NA NA NA NA plate3
Unknown225 596 15139 371.5 229 535.5 21105 7928.5 1414.5 NA NA NA NA NA NA NA NA plate3
Unknown226 1028 2646 1486 292 9357 11769.5 3736 14370.5 NA NA NA NA NA NA NA NA plate3
Unknown227 512 4735 3408 127.5 191 4401 11567 2923.5 NA NA NA NA NA NA NA NA plate3
Unknown228 883 1953 755 586 122 5129 425.5 121 NA NA NA NA NA NA NA NA plate3
Unknown229 977 8719 509 187 1289 24039.5 13891 9531 NA NA NA NA NA NA NA NA plate3
Unknown230 791 1944 465 216.5 12307 14907 4157 760 NA NA NA NA NA NA NA NA plate3
Unknown231 397 987 924 133 79 253 2317.5 1080.5 NA NA NA NA NA NA NA NA plate3
Unknown232 1111 613 357 196 8496 7914 5772.5 13202 NA NA NA NA NA NA NA NA plate3
Unknown233 956 2369 644 389 8762 9649 6437 21113 NA NA NA NA NA NA NA NA plate3
Unknown234 1307 20590 1335 10780 12736 25375.5 5493 7696 NA NA NA NA NA NA NA NA plate3
Unknown235 433 382 173 105 59 2999 655 367 NA NA NA NA NA NA NA NA plate3
Unknown236 161 279 2524.5 105.5 55 491 681.5 472.5 NA NA NA NA NA NA NA NA plate3
Unknown237 439 732.5 397 2108 9692 10115 9513 7341 NA NA NA NA NA NA NA NA plate3
Unknown238 1837 11406 467.5 20011 19606 24476.5 5822 5127.5 NA NA NA NA NA NA NA NA plate3
Unknown239 244 1665.5 166 124 154 224 718 115 NA NA NA NA NA NA NA NA plate3
Unknown240 482 3990.5 388 3736 7436 8361 4111.5 2819 NA NA NA NA NA NA NA NA plate3
Unknown241 656 3103 505 14386 2343 5503 357.5 1215 NA NA NA NA NA NA NA NA plate3
Unknown242 243 568.5 693 141 79 7995 2080 1470 NA NA NA NA NA NA NA NA plate3
Unknown243 1409.5 1123 379 153 167.5 5080.5 1553 1738 NA NA NA NA NA NA NA NA plate3
Unknown244 467.5 6741 238 174 181 13904.5 1660.5 1087 NA NA NA NA NA NA NA NA plate3
Unknown245 329 630 196 119 278 17653 2052.5 2221 NA NA NA NA NA NA NA NA plate3
Unknown246 1122.5 17810 677 12254 16011 18719 3551 10222.5 NA NA NA NA NA NA NA NA plate3
Unknown247 10853 817.5 255 189 2247.5 4179 590 258 NA NA NA NA NA NA NA NA plate3
Unknown248 743.5 820 313.5 289 9351.5 7171 3062 676.5 NA NA NA NA NA NA NA NA plate3
Unknown249 723 1255 299 253 95 1303 396 129.5 NA NA NA NA NA NA NA NA plate3
Unknown250 168 684 131 198 135.5 5677 292 254.5 NA NA NA NA NA NA NA NA plate3
Unknown251 180 276 205 4646.5 2550 2664.5 724 2707 NA NA NA NA NA NA NA NA plate3
Unknown252 249.5 4104 250 96 68 9563 960 672 NA NA NA NA NA NA NA NA plate3
Unknown253 479 190 105 131 66 2006 1724.5 108 NA NA NA NA NA NA NA NA plate3
Unknown254 164 327 234.5 66 75.5 259 260 89 NA NA NA NA NA NA NA NA plate3
Unknown255 281.5 1794 413 75 469.5 2230.5 345 744.5 NA NA NA NA NA NA NA NA plate3
Unknown256 269 1067 141 7595 14464 7592 804.5 467 NA NA NA NA NA NA NA NA plate3
Unknown257 3247 382 470 98 2319.5 7904.5 1521 1258 NA NA NA NA NA NA NA NA plate3
Unknown258 20593 14902.5 2021 10184 5805.5 14083.5 4307.5 3073 NA NA NA NA NA NA NA NA plate3
Unknown259 395 9914 211 131.5 325 16791 4608 1073.5 NA NA NA NA NA NA NA NA plate3
Unknown260 904.5 1871 793 172 6106 7444 1303 6595.5 NA NA NA NA NA NA NA NA plate3
Unknown261 323 2007.5 1950 106 191 2411 7377.5 1699 NA NA NA NA NA NA NA NA plate3
Unknown262 706 2087 791 169 66 3743 261 65 NA NA NA NA NA NA NA NA plate3
Unknown263 323 4950 264 107 645 18881 8856 5330 NA NA NA NA NA NA NA NA plate3
Unknown264 367 1067 259 101 7423 9494 1841.5 335 NA NA NA NA NA NA NA NA plate3
DataType: Units NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate3
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate3
Units: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
DataType: Per Bead Count NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate3
BeadID: 12 14 21 22 25 26 27 29 NA NA NA NA NA NA NA NA plate3
Per Bead: 50 50 50 50 50 50 50 50 NA NA NA NA NA NA NA NA plate3
DataType: Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Location Sample Dilution Factor NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1(1,A1) Blank1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
2(1,A2) Blank2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
3(1,A3) S1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
4(1,A4) S2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
5(1,A5) S3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
6(1,A6) S4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
7(1,A7) S5 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
8(1,A8) S6 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
9(1,A9) S7 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
10(1,A10) S8 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
11(1,A11) S9 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
12(1,A12) S10 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
13(1,B1) Unknown181 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
14(1,B2) Unknown182 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
15(1,B3) Unknown183 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
16(1,B4) Unknown184 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
17(1,B5) Unknown185 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
18(1,B6) Unknown186 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
19(1,B7) Unknown187 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
20(1,B8) Unknown188 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
21(1,B9) Unknown189 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
22(1,B10) Unknown190 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
23(1,B11) Unknown191 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
24(1,B12) Unknown192 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
25(1,C1) Unknown193 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
26(1,C2) Unknown194 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
27(1,C3) Unknown195 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
28(1,C4) Unknown196 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
29(1,C5) Unknown197 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
30(1,C6) Unknown198 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
31(1,C7) Unknown199 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
32(1,C8) Unknown200 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
33(1,C9) Unknown201 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
34(1,C10) Unknown202 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
35(1,C11) Unknown203 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
36(1,C12) Unknown204 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
37(1,D1) Unknown205 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
38(1,D2) Unknown206 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
39(1,D3) Unknown207 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
40(1,D4) Unknown208 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
41(1,D5) Unknown209 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
42(1,D6) Unknown210 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
43(1,D7) Unknown211 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
44(1,D8) Unknown212 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
45(1,D9) Unknown213 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
46(1,D10) Unknown214 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
47(1,D11) Unknown215 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
48(1,D12) Unknown216 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
49(1,E1) Unknown217 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
50(1,E2) Unknown218 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
51(1,E3) Unknown219 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
52(1,E4) Unknown220 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
53(1,E5) Unknown221 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
54(1,E6) Unknown222 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
55(1,E7) Unknown223 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
56(1,E8) Unknown224 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
57(1,E9) Unknown225 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
58(1,E10) Unknown226 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
59(1,E11) Unknown227 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
60(1,E12) Unknown228 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
61(1,F1) Unknown229 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
62(1,F2) Unknown230 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
63(1,F3) Unknown231 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
64(1,F4) Unknown232 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
65(1,F5) Unknown233 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
66(1,F6) Unknown234 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
67(1,F7) Unknown235 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
68(1,F8) Unknown236 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
69(1,F9) Unknown237 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
70(1,F10) Unknown238 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
71(1,F11) Unknown239 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
72(1,F12) Unknown240 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
73(1,G1) Unknown241 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
74(1,G2) Unknown242 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
75(1,G3) Unknown243 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
76(1,G4) Unknown244 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
77(1,G5) Unknown245 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
78(1,G6) Unknown246 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
79(1,G7) Unknown247 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
80(1,G8) Unknown248 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
81(1,G9) Unknown249 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
82(1,G10) Unknown250 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
83(1,G11) Unknown251 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
84(1,G12) Unknown252 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
85(1,H1) Unknown253 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
86(1,H2) Unknown254 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
87(1,H3) Unknown255 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
88(1,H4) Unknown256 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
89(1,H5) Unknown257 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
90(1,H6) Unknown258 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
91(1,H7) Unknown259 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
92(1,H8) Unknown260 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
93(1,H9) Unknown261 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
94(1,H10) Unknown262 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
95(1,H11) Unknown263 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
96(1,H12) Unknown264 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
DataType: Analysis Types NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Analyte: EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS NA NA NA NA NA NA NA NA plate3
AnalysisType None None None None None None None None NA NA NA NA NA NA NA NA plate3
DataType: Audit Logs NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
UserId Date Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
DataType: Warnings/Errors NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Location Status Message NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,A12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,B11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,C12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,D2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,D3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,D11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,E11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,F12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G1 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G2 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,G12 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H3 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H4 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H5 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H6 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H7 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H8 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H9 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H10 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
1,H11 Warning The acquisition had at least one region that did not reach the specified count. NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
– CRC – NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
CRC32: BFD1EBCE NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3

$ results

Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Plate
1(1,A1) Blank1 20.0 200.0 20.0 10.0 20.0 10.0 30.0 20.0 plate1
2(1,A2) Blank2 15.0 291.0 15.0 15.0 15.0 10.0 20.0 15.0 plate1
3(1,A3) S1 15710.5 11990.0 22583.0 21244.0 24306.0 7907.5 13207.0 12427.0 plate1
4(1,A4) S2 13545.0 8285.0 16947.5 16146.0 17172.0 7186.0 8550.0 8034.0 plate1
5(1,A5) S3 9767.0 4950.0 10865.0 10621.5 11358.0 4475.5 5329.0 4990.0 plate1
6(1,A6) S4 5648.5 2519.0 6060.0 5968.5 6237.0 3508.0 2671.0 2446.5 plate1
7(1,A7) S5 4104.5 1431.0 3711.5 3738.0 3883.5 2082.0 1548.0 1299.0 plate1
8(1,A8) S6 2105.0 676.5 1889.0 1667.0 2136.0 1102.0 698.5 581.0 plate1
9(1,A9) S7 1107.0 328.0 1106.0 890.0 1204.0 657.0 333.0 264.0 plate1
10(1,A10) S8 452.5 141.0 465.0 405.5 522.0 277.0 156.0 111.0 plate1
11(1,A11) S9 209.0 65.0 206.5 181.5 249.0 138.0 77.0 46.5 plate1
12(1,A12) S10 105.0 42.0 113.5 87.0 134.0 93.0 40.0 28.0 plate1
13(1,B1) Unknown013 2712.0 1569.0 673.0 327.0 182.0 1068.0 936.0 223.0 plate1
14(1,B2) Unknown014 134.0 378.0 117.0 197.0 58.0 465.5 122.0 93.0 plate1
15(1,B3) Unknown015 182.0 209.0 208.0 374.0 221.5 463.0 293.0 868.0 plate1
16(1,B4) Unknown016 152.0 229.5 101.0 89.0 48.0 591.0 109.0 110.0 plate1
17(1,B5) Unknown017 1135.0 236.0 299.0 507.0 209.5 671.0 1665.5 266.0 plate1
18(1,B6) Unknown018 174.0 395.0 175.0 78.0 70.0 103.0 294.5 92.0 plate1
19(1,B7) Unknown019 421.0 2081.5 529.0 149.0 962.0 1441.5 241.0 282.0 plate1
20(1,B8) Unknown020 24.0 49.0 22.0 13.0 15.5 14.0 28.0 17.0 plate1
21(1,B9) Unknown021 24.0 45.0 22.0 13.0 16.0 13.0 29.0 17.0 plate1
22(1,B10) Unknown022 21464.0 11789.0 2508.5 8001.0 2342.0 1386.0 1992.0 2927.0 plate1
23(1,B11) Unknown023 795.0 6135.5 407.0 273.0 535.5 1575.0 8821.0 998.0 plate1
24(1,B12) Unknown024 1574.0 348.5 892.0 288.0 306.0 590.0 315.0 366.0 plate1
25(1,C1) Unknown025 146.0 408.5 1130.5 83.0 100.0 301.0 652.0 130.0 plate1
26(1,C2) Unknown026 1330.5 3036.0 965.0 174.0 79.0 1090.0 179.0 92.0 plate1
27(1,C3) Unknown027 358.0 4074.5 335.5 140.0 390.0 6704.0 8814.0 5627.0 plate1
28(1,C4) Unknown028 481.0 1870.0 421.0 182.5 1777.5 2390.0 2465.0 411.0 plate1
29(1,C5) Unknown029 551.0 1282.0 331.5 165.0 77.0 244.0 579.0 229.0 plate1
30(1,C6) Unknown030 943.0 584.5 235.0 135.0 3017.0 1034.0 4928.0 7730.0 plate1
31(1,C7) Unknown031 532.5 1533.0 315.0 210.0 2575.5 2903.0 2779.0 7300.0 plate1
32(1,C8) Unknown032 768.0 12605.0 409.0 7632.0 9860.0 13703.0 5612.0 6383.0 plate1
33(1,C9) Unknown033 130.0 239.5 72.0 64.0 37.0 156.0 204.0 49.0 plate1
34(1,C10) Unknown034 40.0 60.0 37.0 25.0 26.5 23.5 40.0 27.0 plate1
35(1,C11) Unknown035 167.0 605.0 253.0 329.0 3973.0 1426.5 803.0 1670.0 plate1
36(1,C12) Unknown036 1879.0 4562.0 415.0 18287.0 11482.5 12031.0 4830.5 4217.0 plate1
37(1,D1) Unknown037 256.0 1507.0 117.0 129.0 168.0 488.0 908.0 87.0 plate1
38(1,D2) Unknown038 24.0 49.0 22.0 12.0 15.0 14.0 29.0 17.0 plate1
39(1,D3) Unknown039 384.0 1708.0 326.0 1172.5 986.0 1041.0 299.5 149.0 plate1
40(1,D4) Unknown040 210.0 512.0 221.0 191.0 89.0 203.0 410.0 174.5 plate1
41(1,D5) Unknown041 351.5 312.0 165.5 88.0 66.0 205.0 200.0 183.0 plate1
42(1,D6) Unknown042 1278.0 5810.0 275.0 230.5 137.0 2032.0 1762.0 1241.0 plate1
43(1,D7) Unknown043 318.0 397.0 130.0 130.5 78.0 903.0 1513.5 325.0 plate1
44(1,D8) Unknown044 493.5 2980.5 401.0 5932.5 3536.0 4699.5 574.0 5389.0 plate1
45(1,D9) Unknown045 9686.0 873.0 333.0 166.0 791.0 1093.0 417.5 262.0 plate1
46(1,D10) Unknown046 777.5 581.0 241.5 173.0 1479.5 899.0 1504.0 260.0 plate1
47(1,D11) Unknown047 455.0 416.5 126.0 67.0 48.0 400.0 183.0 61.0 plate1
48(1,D12) Unknown048 202.0 1142.0 137.5 176.0 204.5 1090.0 504.0 459.0 plate1
49(1,E1) Unknown049 333.5 623.5 368.0 10430.0 2340.0 4375.0 1650.0 7801.5 plate1
50(1,E2) Unknown050 561.0 7984.0 441.0 128.0 141.0 1993.0 2147.0 1502.0 plate1
51(1,E3) Unknown051 506.5 340.0 152.5 147.0 90.0 600.0 2178.0 170.0 plate1
52(1,E4) Unknown052 254.0 367.0 392.5 89.0 142.5 280.0 298.0 138.0 plate1
53(1,E5) Unknown053 888.0 1955.0 438.0 173.0 507.0 1009.0 709.0 2040.0 plate1
54(1,E6) Unknown054 426.0 1877.0 186.0 9767.0 15945.0 10073.0 1585.5 1124.0 plate1
55(1,E7) Unknown055 5733.0 1301.5 1920.5 220.5 4833.0 2340.0 5329.0 2369.0 plate1
56(1,E8) Unknown056 19092.0 14422.0 1993.0 12836.5 7426.0 11930.0 4826.0 3468.5 plate1
57(1,E9) Unknown057 596.0 15139.0 371.5 229.0 535.5 14032.0 7928.5 1414.5 plate1
58(1,E10) Unknown058 1028.0 2646.0 1486.0 292.0 9357.0 8009.0 3736.0 14370.5 plate1
59(1,E11) Unknown059 512.0 4735.0 3408.0 127.5 191.0 4401.0 11567.0 2923.5 plate1
60(1,E12) Unknown060 883.0 1953.0 755.0 586.0 122.0 830.0 425.5 121.0 plate1
61(1,F1) Unknown061 977.0 8719.0 509.0 187.0 1289.0 12930.0 13891.0 9531.0 plate1
62(1,F2) Unknown062 791.0 1944.0 465.0 216.5 12307.0 5029.0 4157.0 760.0 plate1
63(1,F3) Unknown063 397.0 987.0 924.0 133.0 79.0 253.0 2317.5 1080.5 plate1
64(1,F4) Unknown064 1111.0 613.0 357.0 196.0 8496.0 7914.0 5772.5 13202.0 plate1
65(1,F5) Unknown065 956.0 2369.0 644.0 389.0 8762.0 9649.0 6437.0 21113.0 plate1
66(1,F6) Unknown066 1307.0 20590.0 1335.0 10780.0 12736.0 25375.5 5493.0 7696.0 plate1
67(1,F7) Unknown067 433.0 382.0 173.0 105.0 59.0 480.0 655.0 367.0 plate1
68(1,F8) Unknown068 161.0 279.0 2524.5 105.5 55.0 307.0 681.5 472.5 plate1
69(1,F9) Unknown069 439.0 732.5 397.0 2108.0 9692.0 8090.0 9513.0 7341.0 plate1
70(1,F10) Unknown070 1837.0 11406.0 467.5 20011.0 19606.0 24476.5 5822.0 5127.5 plate1
71(1,F11) Unknown071 244.0 1665.5 166.0 124.0 154.0 224.0 718.0 115.0 plate1
72(1,F12) Unknown072 482.0 3990.5 388.0 3736.0 7436.0 7361.0 4111.5 2819.0 plate1
73(1,G1) Unknown073 656.0 3103.0 505.0 14386.0 2343.0 5503.0 357.5 1215.0 plate1
74(1,G2) Unknown074 243.0 568.5 693.0 141.0 79.0 339.0 2080.0 1470.0 plate1
75(1,G3) Unknown075 1409.5 1123.0 379.0 153.0 167.5 1013.0 1553.0 1738.0 plate1
76(1,G4) Unknown076 467.5 6741.0 238.0 174.0 181.0 6160.0 1660.5 1087.0 plate1
77(1,G5) Unknown077 329.0 630.0 196.0 119.0 278.0 787.0 2052.5 2221.0 plate1
78(1,G6) Unknown078 1122.5 17810.0 677.0 12254.0 16011.0 18719.0 3551.0 10222.5 plate1
79(1,G7) Unknown079 10853.0 817.5 255.0 189.0 2247.5 3322.0 590.0 258.0 plate1
80(1,G8) Unknown080 743.5 820.0 313.5 289.0 9351.5 7171.0 3062.0 676.5 plate1
81(1,G9) Unknown081 723.0 1255.0 299.0 253.0 95.0 712.0 396.0 129.5 plate1
82(1,G10) Unknown082 168.0 684.0 131.0 198.0 135.5 392.0 292.0 254.5 plate1
83(1,G11) Unknown083 180.0 276.0 205.0 4646.5 2550.0 2664.5 724.0 2707.0 plate1
84(1,G12) Unknown084 249.5 4104.0 250.0 96.0 68.0 1020.0 960.0 672.0 plate1
85(1,H1) Unknown085 479.0 190.0 105.0 131.0 66.0 1449.0 1724.5 108.0 plate1
86(1,H2) Unknown086 164.0 327.0 234.5 66.0 75.5 259.0 260.0 89.0 plate1
87(1,H3) Unknown087 281.5 1794.0 413.0 75.0 469.5 802.0 345.0 744.5 plate1
88(1,H4) Unknown088 269.0 1067.0 141.0 7595.0 14464.0 7592.0 804.5 467.0 plate1
89(1,H5) Unknown089 3247.0 382.0 470.0 98.0 2319.5 2009.0 1521.0 1258.0 plate1
90(1,H6) Unknown090 20593.0 14902.5 2021.0 10184.0 5805.5 14083.5 4307.5 3073.0 plate1
91(1,H7) Unknown091 395.0 9914.0 211.0 131.5 325.0 3021.0 4608.0 1073.5 plate1
92(1,H8) Unknown092 904.5 1871.0 793.0 172.0 6106.0 2093.0 1303.0 6595.5 plate1
93(1,H9) Unknown093 323.0 2007.5 1950.0 106.0 191.0 2411.0 7377.5 1699.0 plate1
94(1,H10) Unknown094 706.0 2087.0 791.0 169.0 66.0 990.0 261.0 65.0 plate1
95(1,H11) Unknown095 323.0 4950.0 264.0 107.0 645.0 7092.0 8856.0 5330.0 plate1
96(1,H12) Unknown096 367.0 1067.0 259.0 101.0 7423.0 1203.0 1841.5 335.0 plate1
1(1,A1) Blank1 20.0 45.0 15.0 15.0 17.0 7.0 28.0 29.0 plate2
2(1,A2) Blank2 15.0 31.0 23.0 10.0 10.0 15.0 14.0 18.0 plate2
3(1,A3) S1 17664.0 13024.0 24023.5 23687.0 24512.0 9648.0 14354.0 13146.5 plate2
4(1,A4) S2 14051.0 9319.0 18419.0 18294.0 20151.5 6529.5 9922.0 9214.0 plate2
5(1,A5) S3 8807.0 4496.5 9995.0 9094.5 10652.5 4671.0 4885.0 4300.0 plate2
6(1,A6) S4 5744.0 2675.5 6065.0 6029.0 6723.0 3427.0 2917.5 2572.5 plate2
7(1,A7) S5 3631.5 1486.0 4004.0 3673.0 4293.5 1910.0 1579.5 1393.0 plate2
8(1,A8) S6 1751.5 664.0 1898.0 1746.0 2068.0 1082.0 725.5 537.0 plate2
9(1,A9) S7 1076.0 347.0 1165.0 1052.0 1346.0 586.0 370.0 290.0 plate2
10(1,A10) S8 433.0 137.0 432.0 346.0 522.0 283.0 138.0 98.5 plate2
11(1,A11) S9 200.5 76.0 257.0 211.0 293.0 174.0 76.0 52.0 plate2
12(1,A12) S10 116.0 44.0 161.0 121.5 167.0 86.0 52.5 29.0 plate2
13(1,B1) Unknown097 2712.0 1569.0 673.0 327.0 182.0 2208.0 936.0 223.0 plate2
14(1,B2) Unknown098 134.0 378.0 117.0 197.0 58.0 290.0 122.0 93.0 plate2
15(1,B3) Unknown099 182.0 209.0 208.0 374.0 221.5 376.0 293.0 868.0 plate2
16(1,B4) Unknown100 152.0 229.5 101.0 89.0 48.0 103.0 109.0 110.0 plate2
17(1,B5) Unknown101 1135.0 236.0 299.0 507.0 209.5 650.0 1665.5 266.0 plate2
18(1,B6) Unknown102 174.0 395.0 175.0 78.0 70.0 293.5 294.5 92.0 plate2
19(1,B7) Unknown103 421.0 2081.5 529.0 149.0 962.0 1632.5 241.0 282.0 plate2
20(1,B8) Unknown104 24.0 49.0 22.0 13.0 15.5 14.0 28.0 17.0 plate2
21(1,B9) Unknown105 24.0 45.0 22.0 13.0 16.0 13.0 29.0 17.0 plate2
22(1,B10) Unknown106 21464.0 11789.0 2508.5 8001.0 2342.0 9995.5 1992.0 2927.0 plate2
23(1,B11) Unknown107 795.0 6135.5 407.0 273.0 535.5 7092.0 8821.0 998.0 plate2
24(1,B12) Unknown108 1574.0 348.5 892.0 288.0 306.0 548.0 315.0 366.0 plate2
25(1,C1) Unknown109 146.0 408.5 1130.5 83.0 100.0 443.0 652.0 130.0 plate2
26(1,C2) Unknown110 1330.5 3036.0 965.0 174.0 79.0 1092.0 179.0 92.0 plate2
27(1,C3) Unknown111 358.0 4074.5 335.5 140.0 390.0 7093.0 8814.0 5627.0 plate2
28(1,C4) Unknown112 481.0 1870.0 421.0 182.5 1777.5 1832.0 2465.0 411.0 plate2
29(1,C5) Unknown113 551.0 1282.0 331.5 165.0 77.0 244.0 579.0 229.0 plate2
30(1,C6) Unknown114 943.0 584.5 235.0 135.0 3017.0 5339.0 4928.0 7730.0 plate2
31(1,C7) Unknown115 532.5 1533.0 315.0 210.0 2575.5 1029.0 2779.0 7300.0 plate2
32(1,C8) Unknown116 768.0 12605.0 409.0 7632.0 9860.0 7201.0 5612.0 6383.0 plate2
33(1,C9) Unknown117 130.0 239.5 72.0 64.0 37.0 156.0 204.0 49.0 plate2
34(1,C10) Unknown118 40.0 60.0 37.0 25.0 26.5 23.5 40.0 27.0 plate2
35(1,C11) Unknown119 167.0 605.0 253.0 329.0 3973.0 2812.0 803.0 1670.0 plate2
36(1,C12) Unknown120 1879.0 4562.0 415.0 18287.0 11482.5 6291.0 4830.5 4217.0 plate2
37(1,D1) Unknown121 256.0 1507.0 117.0 129.0 168.0 315.0 908.0 87.0 plate2
38(1,D2) Unknown122 24.0 49.0 22.0 12.0 15.0 14.0 29.0 17.0 plate2
39(1,D3) Unknown123 384.0 1708.0 326.0 1172.5 986.0 902.0 299.5 149.0 plate2
40(1,D4) Unknown124 210.0 512.0 221.0 191.0 89.0 398.0 410.0 174.5 plate2
41(1,D5) Unknown125 351.5 312.0 165.5 88.0 66.0 174.0 200.0 183.0 plate2
42(1,D6) Unknown126 1278.0 5810.0 275.0 230.5 137.0 1903.7 1762.0 1241.0 plate2
43(1,D7) Unknown127 318.0 397.0 130.0 130.5 78.0 492.1 1513.5 325.0 plate2
44(1,D8) Unknown128 493.5 2980.5 401.0 5932.5 3536.0 4699.5 574.0 5389.0 plate2
45(1,D9) Unknown129 9686.0 873.0 333.0 166.0 791.0 653.0 417.5 262.0 plate2
46(1,D10) Unknown130 777.5 581.0 241.5 173.0 1479.5 439.0 1504.0 260.0 plate2
47(1,D11) Unknown131 455.0 416.5 126.0 67.0 48.0 143.0 183.0 61.0 plate2
48(1,D12) Unknown132 202.0 1142.0 137.5 176.0 204.5 210.0 504.0 459.0 plate2
49(1,E1) Unknown133 333.5 623.5 368.0 10430.0 2340.0 4375.0 1650.0 7801.5 plate2
50(1,E2) Unknown134 561.0 7984.0 441.0 128.0 141.0 431.0 2147.0 1502.0 plate2
51(1,E3) Unknown135 506.5 340.0 152.5 147.0 90.0 299.0 2178.0 170.0 plate2
52(1,E4) Unknown136 254.0 367.0 392.5 89.0 142.5 323.5 298.0 138.0 plate2
53(1,E5) Unknown137 888.0 1955.0 438.0 173.0 507.0 829.0 709.0 2040.0 plate2
54(1,E6) Unknown138 426.0 1877.0 186.0 9767.0 15945.0 10073.0 1585.5 1124.0 plate2
55(1,E7) Unknown139 5733.0 1301.5 1920.5 220.5 4833.0 3718.0 5329.0 2369.0 plate2
56(1,E8) Unknown140 19092.0 14422.0 1993.0 12836.5 7426.0 14663.0 4826.0 3468.5 plate2
57(1,E9) Unknown141 596.0 15139.0 371.5 229.0 535.5 9105.0 7928.5 1414.5 plate2
58(1,E10) Unknown142 1028.0 2646.0 1486.0 292.0 9357.0 7769.5 3736.0 14370.5 plate2
59(1,E11) Unknown143 512.0 4735.0 3408.0 127.5 191.0 2401.0 11567.0 2923.5 plate2
60(1,E12) Unknown144 883.0 1953.0 755.0 586.0 122.0 398.0 425.5 121.0 plate2
61(1,F1) Unknown145 977.0 8719.0 509.0 187.0 1289.0 6039.5 13891.0 9531.0 plate2
62(1,F2) Unknown146 791.0 1944.0 465.0 216.5 12307.0 3907.0 4157.0 760.0 plate2
63(1,F3) Unknown147 397.0 987.0 924.0 133.0 79.0 253.0 2317.5 1080.5 plate2
64(1,F4) Unknown148 1111.0 613.0 357.0 196.0 8496.0 914.0 5772.5 13202.0 plate2
65(1,F5) Unknown149 956.0 2369.0 644.0 389.0 8762.0 7649.0 6437.0 21113.0 plate2
66(1,F6) Unknown150 1307.0 20590.0 1335.0 10780.0 12736.0 9375.5 5493.0 7696.0 plate2
67(1,F7) Unknown151 433.0 382.0 173.0 105.0 59.0 599.0 655.0 367.0 plate2
68(1,F8) Unknown152 161.0 279.0 2524.5 105.5 55.0 491.0 681.5 472.5 plate2
69(1,F9) Unknown153 439.0 732.5 397.0 2108.0 9692.0 8115.0 9513.0 7341.0 plate2
70(1,F10) Unknown154 1837.0 11406.0 467.5 20011.0 19606.0 9476.5 5822.0 5127.5 plate2
71(1,F11) Unknown155 244.0 1665.5 166.0 124.0 154.0 224.0 718.0 115.0 plate2
72(1,F12) Unknown156 482.0 3990.5 388.0 3736.0 7436.0 2361.0 4111.5 2819.0 plate2
73(1,G1) Unknown157 656.0 3103.0 505.0 14386.0 2343.0 803.0 357.5 1215.0 plate2
74(1,G2) Unknown158 243.0 568.5 693.0 141.0 79.0 995.0 2080.0 1470.0 plate2
75(1,G3) Unknown159 1409.5 1123.0 379.0 153.0 167.5 480.5 1553.0 1738.0 plate2
76(1,G4) Unknown160 467.5 6741.0 238.0 174.0 181.0 904.5 1660.5 1087.0 plate2
77(1,G5) Unknown161 329.0 630.0 196.0 119.0 278.0 321.0 2052.5 2221.0 plate2
78(1,G6) Unknown162 1122.5 17810.0 677.0 12254.0 16011.0 18719.0 3551.0 10222.5 plate2
79(1,G7) Unknown163 10853.0 817.5 255.0 189.0 2247.5 479.0 590.0 258.0 plate2
80(1,G8) Unknown164 743.5 820.0 313.5 289.0 9351.5 771.0 3062.0 676.5 plate2
81(1,G9) Unknown165 723.0 1255.0 299.0 253.0 95.0 803.0 396.0 129.5 plate2
82(1,G10) Unknown166 168.0 684.0 131.0 198.0 135.5 329.0 292.0 254.5 plate2
83(1,G11) Unknown167 180.0 276.0 205.0 4646.5 2550.0 2664.5 724.0 2707.0 plate2
84(1,G12) Unknown168 249.5 4104.0 250.0 96.0 68.0 702.0 960.0 672.0 plate2
85(1,H1) Unknown169 479.0 190.0 105.0 131.0 66.0 809.0 1724.5 108.0 plate2
86(1,H2) Unknown170 164.0 327.0 234.5 66.0 75.5 259.0 260.0 89.0 plate2
87(1,H3) Unknown171 281.5 1794.0 413.0 75.0 469.5 388.0 345.0 744.5 plate2
88(1,H4) Unknown172 269.0 1067.0 141.0 7595.0 14464.0 7592.0 804.5 467.0 plate2
89(1,H5) Unknown173 3247.0 382.0 470.0 98.0 2319.5 1904.5 1521.0 1258.0 plate2
90(1,H6) Unknown174 20593.0 14902.5 2021.0 10184.0 5805.5 9083.5 4307.5 3073.0 plate2
91(1,H7) Unknown175 395.0 9914.0 211.0 131.5 325.0 6791.0 4608.0 1073.5 plate2
92(1,H8) Unknown176 904.5 1871.0 793.0 172.0 6106.0 5444.0 1303.0 6595.5 plate2
93(1,H9) Unknown177 323.0 2007.5 1950.0 106.0 191.0 1411.0 7377.5 1699.0 plate2
94(1,H10) Unknown178 706.0 2087.0 791.0 169.0 66.0 899.0 261.0 65.0 plate2
95(1,H11) Unknown179 323.0 4950.0 264.0 107.0 645.0 5201.0 8856.0 5330.0 plate2
96(1,H12) Unknown180 367.0 1067.0 259.0 101.0 7423.0 2494.0 1841.5 335.0 plate2
1(1,A1) Blank1 20.0 50.0 20.0 10.0 20.0 10.0 30.0 20.0 plate3
2(1,A2) Blank2 15.0 45.0 15.0 15.0 15.0 10.0 20.0 15.0 plate3
3(1,A3) S1 17357.0 12746.0 22462.0 21253.0 24716.5 9629.0 13067.0 13359.0 plate3
4(1,A4) S2 11465.0 7017.0 15284.0 14391.0 16327.0 6187.0 8013.0 7865.5 plate3
5(1,A5) S3 9607.0 4992.0 10884.0 10965.0 12073.0 4284.0 5278.0 4914.0 plate3
6(1,A6) S4 5730.5 2572.5 6139.0 5579.0 6660.0 3525.0 2869.0 2554.0 plate3
7(1,A7) S5 3695.0 1335.0 3426.0 3282.0 3843.5 1943.0 1449.5 1245.0 plate3
8(1,A8) S6 1838.0 644.5 1895.5 1668.0 2098.0 969.0 714.0 576.5 plate3
9(1,A9) S7 939.0 297.0 953.0 773.0 1130.0 573.0 301.0 236.0 plate3
10(1,A10) S8 446.5 169.5 604.0 511.5 724.0 363.0 181.0 130.0 plate3
11(1,A11) S9 204.0 67.5 214.0 185.0 254.0 152.5 75.0 47.0 plate3
12(1,A12) S10 98.0 39.0 100.0 84.0 126.0 85.0 48.0 25.0 plate3
13(1,B1) Unknown181 2712.0 1569.0 673.0 327.0 182.0 593.0 936.0 223.0 plate3
14(1,B2) Unknown182 134.0 378.0 117.0 197.0 58.0 128.0 122.0 93.0 plate3
15(1,B3) Unknown183 182.0 209.0 208.0 374.0 221.5 348.0 293.0 868.0 plate3
16(1,B4) Unknown184 152.0 229.5 101.0 89.0 48.0 180.0 109.0 110.0 plate3
17(1,B5) Unknown185 1135.0 236.0 299.0 507.0 209.5 650.0 1665.5 266.0 plate3
18(1,B6) Unknown186 174.0 395.0 175.0 78.0 70.0 293.5 294.5 92.0 plate3
19(1,B7) Unknown187 421.0 2081.5 529.0 149.0 962.0 532.5 241.0 282.0 plate3
20(1,B8) Unknown188 24.0 49.0 22.0 13.0 15.5 14.0 28.0 17.0 plate3
21(1,B9) Unknown189 24.0 45.0 22.0 13.0 16.0 13.0 29.0 17.0 plate3
22(1,B10) Unknown190 21464.0 11789.0 2508.5 8001.0 2342.0 9995.5 1992.0 2927.0 plate3
23(1,B11) Unknown191 795.0 6135.5 407.0 273.0 535.5 12560.0 8821.0 998.0 plate3
24(1,B12) Unknown192 1574.0 348.5 892.0 288.0 306.0 2060.0 315.0 366.0 plate3
25(1,C1) Unknown193 146.0 408.5 1130.5 83.0 100.0 201.0 652.0 130.0 plate3
26(1,C2) Unknown194 1330.5 3036.0 965.0 174.0 79.0 709.0 179.0 92.0 plate3
27(1,C3) Unknown195 358.0 4074.5 335.5 140.0 390.0 5769.5 8814.0 5627.0 plate3
28(1,C4) Unknown196 481.0 1870.0 421.0 182.5 1777.5 1845.0 2465.0 411.0 plate3
29(1,C5) Unknown197 551.0 1282.0 331.5 165.0 77.0 244.0 579.0 229.0 plate3
30(1,C6) Unknown198 943.0 584.5 235.0 135.0 3017.0 5339.0 4928.0 7730.0 plate3
31(1,C7) Unknown199 532.5 1533.0 315.0 210.0 2575.5 4592.5 2779.0 7300.0 plate3
32(1,C8) Unknown200 768.0 12605.0 409.0 7632.0 9860.0 9340.5 5612.0 6383.0 plate3
33(1,C9) Unknown201 130.0 239.5 72.0 64.0 37.0 156.0 204.0 49.0 plate3
34(1,C10) Unknown202 40.0 60.0 37.0 25.0 26.5 23.5 40.0 27.0 plate3
35(1,C11) Unknown203 167.0 605.0 253.0 329.0 3973.0 1412.0 803.0 1670.0 plate3
36(1,C12) Unknown204 1879.0 4562.0 415.0 18287.0 11482.5 5816.0 4830.5 4217.0 plate3
37(1,D1) Unknown205 256.0 1507.0 117.0 129.0 168.0 315.0 908.0 87.0 plate3
38(1,D2) Unknown206 24.0 49.0 22.0 12.0 15.0 14.0 29.0 17.0 plate3
39(1,D3) Unknown207 384.0 1708.0 326.0 1172.5 986.0 1562.0 299.5 149.0 plate3
40(1,D4) Unknown208 210.0 512.0 221.0 191.0 89.0 293.5 410.0 174.5 plate3
41(1,D5) Unknown209 351.5 312.0 165.5 88.0 66.0 218.5 200.0 183.0 plate3
42(1,D6) Unknown210 1278.0 5810.0 275.0 230.5 137.0 729.5 1762.0 1241.0 plate3
43(1,D7) Unknown211 318.0 397.0 130.0 130.5 78.0 440.0 1513.5 325.0 plate3
44(1,D8) Unknown212 493.5 2980.5 401.0 5932.5 3536.0 4699.5 574.0 5389.0 plate3
45(1,D9) Unknown213 9686.0 873.0 333.0 166.0 791.0 621.0 417.5 262.0 plate3
46(1,D10) Unknown214 777.5 581.0 241.5 173.0 1479.5 1037.5 1504.0 260.0 plate3
47(1,D11) Unknown215 455.0 416.5 126.0 67.0 48.0 270.0 183.0 61.0 plate3
48(1,D12) Unknown216 202.0 1142.0 137.5 176.0 204.5 897.0 504.0 459.0 plate3
49(1,E1) Unknown217 333.5 623.5 368.0 10430.0 2340.0 4375.0 1650.0 7801.5 plate3
50(1,E2) Unknown218 561.0 7984.0 441.0 128.0 141.0 2119.5 2147.0 1502.0 plate3
51(1,E3) Unknown219 506.5 340.0 152.5 147.0 90.0 399.0 2178.0 170.0 plate3
52(1,E4) Unknown220 254.0 367.0 392.5 89.0 142.5 323.5 298.0 138.0 plate3
53(1,E5) Unknown221 888.0 1955.0 438.0 173.0 507.0 1584.0 709.0 2040.0 plate3
54(1,E6) Unknown222 426.0 1877.0 186.0 9767.0 15945.0 10073.0 1585.5 1124.0 plate3
55(1,E7) Unknown223 5733.0 1301.5 1920.5 220.5 4833.0 3718.0 5329.0 2369.0 plate3
56(1,E8) Unknown224 19092.0 14422.0 1993.0 12836.5 7426.0 8663.0 4826.0 3468.5 plate3
57(1,E9) Unknown225 596.0 15139.0 371.5 229.0 535.5 8105.0 7928.5 1414.5 plate3
58(1,E10) Unknown226 1028.0 2646.0 1486.0 292.0 9357.0 7769.5 3736.0 14370.5 plate3
59(1,E11) Unknown227 512.0 4735.0 3408.0 127.5 191.0 901.0 11567.0 2923.5 plate3
60(1,E12) Unknown228 883.0 1953.0 755.0 586.0 122.0 529.0 425.5 121.0 plate3
61(1,F1) Unknown229 977.0 8719.0 509.0 187.0 1289.0 5039.5 13891.0 9531.0 plate3
62(1,F2) Unknown230 791.0 1944.0 465.0 216.5 12307.0 8907.0 4157.0 760.0 plate3
63(1,F3) Unknown231 397.0 987.0 924.0 133.0 79.0 253.0 2317.5 1080.5 plate3
64(1,F4) Unknown232 1111.0 613.0 357.0 196.0 8496.0 7914.0 5772.5 13202.0 plate3
65(1,F5) Unknown233 956.0 2369.0 644.0 389.0 8762.0 4649.0 6437.0 21113.0 plate3
66(1,F6) Unknown234 1307.0 20590.0 1335.0 10780.0 12736.0 7375.5 5493.0 7696.0 plate3
67(1,F7) Unknown235 433.0 382.0 173.0 105.0 59.0 599.0 655.0 367.0 plate3
68(1,F8) Unknown236 161.0 279.0 2524.5 105.5 55.0 491.0 681.5 472.5 plate3
69(1,F9) Unknown237 439.0 732.5 397.0 2108.0 9692.0 6115.0 9513.0 7341.0 plate3
70(1,F10) Unknown238 1837.0 11406.0 467.5 20011.0 19606.0 5476.5 5822.0 5127.5 plate3
71(1,F11) Unknown239 244.0 1665.5 166.0 124.0 154.0 224.0 718.0 115.0 plate3
72(1,F12) Unknown240 482.0 3990.5 388.0 3736.0 7436.0 3361.0 4111.5 2819.0 plate3
73(1,G1) Unknown241 656.0 3103.0 505.0 14386.0 2343.0 2503.0 357.5 1215.0 plate3
74(1,G2) Unknown242 243.0 568.5 693.0 141.0 79.0 1295.0 2080.0 1470.0 plate3
75(1,G3) Unknown243 1409.5 1123.0 379.0 153.0 167.5 1280.5 1553.0 1738.0 plate3
76(1,G4) Unknown244 467.5 6741.0 238.0 174.0 181.0 1804.5 1660.5 1087.0 plate3
77(1,G5) Unknown245 329.0 630.0 196.0 119.0 278.0 223.0 2052.5 2221.0 plate3
78(1,G6) Unknown246 1122.5 17810.0 677.0 12254.0 16011.0 3142.0 3551.0 10222.5 plate3
79(1,G7) Unknown247 10853.0 817.5 255.0 189.0 2247.5 1023.0 590.0 258.0 plate3
80(1,G8) Unknown248 743.5 820.0 313.5 289.0 9351.5 873.0 3062.0 676.5 plate3
81(1,G9) Unknown249 723.0 1255.0 299.0 253.0 95.0 203.0 396.0 129.5 plate3
82(1,G10) Unknown250 168.0 684.0 131.0 198.0 135.5 223.4 292.0 254.5 plate3
83(1,G11) Unknown251 180.0 276.0 205.0 4646.5 2550.0 664.5 724.0 2707.0 plate3
84(1,G12) Unknown252 249.5 4104.0 250.0 96.0 68.0 563.0 960.0 672.0 plate3
85(1,H1) Unknown253 479.0 190.0 105.0 131.0 66.0 406.0 1724.5 108.0 plate3
86(1,H2) Unknown254 164.0 327.0 234.5 66.0 75.5 259.0 260.0 89.0 plate3
87(1,H3) Unknown255 281.5 1794.0 413.0 75.0 469.5 530.5 345.0 744.5 plate3
88(1,H4) Unknown256 269.0 1067.0 141.0 7595.0 14464.0 7592.0 804.5 467.0 plate3
89(1,H5) Unknown257 3247.0 382.0 470.0 98.0 2319.5 2304.5 1521.0 1258.0 plate3
90(1,H6) Unknown258 20593.0 14902.5 2021.0 10184.0 5805.5 14083.5 4307.5 3073.0 plate3
91(1,H7) Unknown259 395.0 9914.0 211.0 131.5 325.0 2791.0 4608.0 1073.5 plate3
92(1,H8) Unknown260 904.5 1871.0 793.0 172.0 6106.0 744.0 1303.0 6595.5 plate3
93(1,H9) Unknown261 323.0 2007.5 1950.0 106.0 191.0 2411.0 7377.5 1699.0 plate3
94(1,H10) Unknown262 706.0 2087.0 791.0 169.0 66.0 412.0 261.0 65.0 plate3
95(1,H11) Unknown263 323.0 4950.0 264.0 107.0 645.0 2381.0 8856.0 5330.0 plate3
96(1,H12) Unknown264 367.0 1067.0 259.0 101.0 7423.0 1494.0 1841.5 335.0 plate3

$ counts

Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Plate
1(1,A1) Blank1 150 88 184 170 105 127 85 119 plate1
2(1,A2) Blank2 142 97 208 169 119 110 87 125 plate1
3(1,A3) S1 52 61 67 53 59 50 79 63 plate1
4(1,A4) S2 60 57 72 50 75 55 71 71 plate1
5(1,A5) S3 65 75 91 50 90 74 97 80 plate1
6(1,A6) S4 66 57 58 66 75 50 63 66 plate1
7(1,A7) S5 60 74 80 55 70 50 70 78 plate1
8(1,A8) S6 51 56 69 50 57 58 72 81 plate1
9(1,A9) S7 63 57 56 53 66 50 72 56 plate1
10(1,A10) S8 50 62 52 50 50 53 61 65 plate1
11(1,A11) S9 67 60 78 68 69 50 83 62 plate1
12(1,A12) S10 65 50 80 57 59 59 77 64 plate1
13(1,B1) Unknown013 157 99 177 147 120 121 79 99 plate1
14(1,B2) Unknown014 147 88 213 176 103 132 99 122 plate1
15(1,B3) Unknown015 157 97 218 170 104 111 95 114 plate1
16(1,B4) Unknown016 136 84 185 161 135 132 79 120 plate1
17(1,B5) Unknown017 143 84 187 179 110 137 86 111 plate1
18(1,B6) Unknown018 135 91 203 156 128 110 84 108 plate1
19(1,B7) Unknown019 139 84 192 137 101 126 78 113 plate1
20(1,B8) Unknown020 145 79 179 146 106 106 87 118 plate1
21(1,B9) Unknown021 151 91 177 159 118 129 71 109 plate1
22(1,B10) Unknown022 143 98 196 190 118 168 77 149 plate1
23(1,B11) Unknown023 115 92 169 146 90 112 85 112 plate1
24(1,B12) Unknown024 169 78 193 189 109 125 88 105 plate1
25(1,C1) Unknown025 127 82 198 176 93 132 81 116 plate1
26(1,C2) Unknown026 168 91 211 188 107 149 90 137 plate1
27(1,C3) Unknown027 157 96 190 169 105 150 87 140 plate1
28(1,C4) Unknown028 119 60 156 154 112 131 91 109 plate1
29(1,C5) Unknown029 147 81 214 167 116 133 69 127 plate1
30(1,C6) Unknown030 173 90 177 131 97 123 87 115 plate1
31(1,C7) Unknown031 134 79 176 160 130 144 95 125 plate1
32(1,C8) Unknown032 143 78 157 178 89 114 77 131 plate1
33(1,C9) Unknown033 168 88 193 140 92 127 69 117 plate1
34(1,C10) Unknown034 147 90 205 187 110 110 76 110 plate1
35(1,C11) Unknown035 143 67 183 157 97 128 62 97 plate1
36(1,C12) Unknown036 123 73 165 137 98 121 80 103 plate1
37(1,D1) Unknown037 133 88 216 182 90 127 83 138 plate1
38(1,D2) Unknown038 140 76 191 176 126 136 82 129 plate1
39(1,D3) Unknown039 150 86 196 168 103 145 84 133 plate1
40(1,D4) Unknown040 165 88 216 197 116 134 77 132 plate1
41(1,D5) Unknown041 170 96 200 203 109 124 94 131 plate1
42(1,D6) Unknown042 155 93 205 140 118 138 81 113 plate1
43(1,D7) Unknown043 169 89 177 178 89 125 72 108 plate1
44(1,D8) Unknown044 152 104 202 182 105 150 77 130 plate1
45(1,D9) Unknown045 121 79 166 138 101 130 64 109 plate1
46(1,D10) Unknown046 142 90 190 179 108 134 81 120 plate1
47(1,D11) Unknown047 115 78 178 131 84 119 69 91 plate1
48(1,D12) Unknown048 169 82 194 183 100 147 81 113 plate1
49(1,E1) Unknown049 128 86 190 173 93 117 69 126 plate1
50(1,E2) Unknown050 140 93 199 199 85 144 88 125 plate1
51(1,E3) Unknown051 132 75 158 166 125 141 91 111 plate1
52(1,E4) Unknown052 152 105 204 157 96 164 51 111 plate1
53(1,E5) Unknown053 164 87 203 181 109 118 86 117 plate1
54(1,E6) Unknown054 121 89 191 195 107 133 84 122 plate1
55(1,E7) Unknown055 146 82 162 136 101 147 72 125 plate1
56(1,E8) Unknown056 163 77 210 176 117 125 75 138 plate1
57(1,E9) Unknown057 139 75 144 131 98 115 90 90 plate1
58(1,E10) Unknown058 145 100 191 165 114 128 73 112 plate1
59(1,E11) Unknown059 133 82 178 134 79 118 76 106 plate1
60(1,E12) Unknown060 137 77 181 161 99 125 64 108 plate1
61(1,F1) Unknown061 149 87 170 127 94 120 85 120 plate1
62(1,F2) Unknown062 163 87 153 162 100 119 66 98 plate1
63(1,F3) Unknown063 103 85 158 167 84 126 84 90 plate1
64(1,F4) Unknown064 149 85 174 177 128 137 90 137 plate1
65(1,F5) Unknown065 125 79 171 151 113 146 99 107 plate1
66(1,F6) Unknown066 133 87 195 160 107 114 67 132 plate1
67(1,F7) Unknown067 144 74 155 159 101 124 80 99 plate1
68(1,F8) Unknown068 161 89 212 158 118 156 70 128 plate1
69(1,F9) Unknown069 140 76 187 176 101 126 85 119 plate1
70(1,F10) Unknown070 151 93 192 157 140 126 79 140 plate1
71(1,F11) Unknown071 126 72 221 141 116 129 65 97 plate1
72(1,F12) Unknown072 151 80 170 176 98 113 86 110 plate1
73(1,G1) Unknown073 155 85 166 168 108 136 60 101 plate1
74(1,G2) Unknown074 112 74 173 154 90 119 73 122 plate1
75(1,G3) Unknown075 158 95 183 148 106 164 79 116 plate1
76(1,G4) Unknown076 142 85 174 196 102 106 82 131 plate1
77(1,G5) Unknown077 133 79 165 161 91 111 80 107 plate1
78(1,G6) Unknown078 120 85 155 137 81 97 75 104 plate1
79(1,G7) Unknown079 135 72 165 143 74 138 70 121 plate1
80(1,G8) Unknown080 132 72 180 130 104 114 72 96 plate1
81(1,G9) Unknown081 113 85 146 122 100 111 53 90 plate1
82(1,G10) Unknown082 132 67 167 119 78 108 59 84 plate1
83(1,G11) Unknown083 117 83 138 142 83 104 71 90 plate1
84(1,G12) Unknown084 124 95 171 140 95 111 73 119 plate1
85(1,H1) Unknown085 145 101 211 167 129 140 96 132 plate1
86(1,H2) Unknown086 148 77 192 156 100 115 91 118 plate1
87(1,H3) Unknown087 126 83 161 145 94 122 62 94 plate1
88(1,H4) Unknown088 116 86 166 169 90 136 82 116 plate1
89(1,H5) Unknown089 136 65 161 135 108 100 56 109 plate1
90(1,H6) Unknown090 105 58 145 140 72 116 56 82 plate1
91(1,H7) Unknown091 103 89 139 126 96 97 71 92 plate1
92(1,H8) Unknown092 154 101 183 130 109 131 83 130 plate1
93(1,H9) Unknown093 105 68 159 143 79 101 72 86 plate1
94(1,H10) Unknown094 122 55 139 132 81 124 62 84 plate1
95(1,H11) Unknown095 101 70 131 141 72 86 74 89 plate1
96(1,H12) Unknown096 117 67 161 142 81 127 76 83 plate1
1(1,A1) Blank1 142 85 218 9 116 115 90 117 plate2
2(1,A2) Blank2 150 95 185 10 108 109 84 123 plate2
3(1,A3) S1 57 73 68 61 63 50 75 74 plate2
4(1,A4) S2 50 61 79 63 66 66 68 67 plate2
5(1,A5) S3 75 62 91 50 92 67 79 89 plate2
6(1,A6) S4 56 62 59 55 50 72 76 74 plate2
7(1,A7) S5 50 64 57 56 70 58 88 87 plate2
8(1,A8) S6 50 73 72 57 66 52 102 82 plate2
9(1,A9) S7 50 55 68 56 56 54 89 73 plate2
10(1,A10) S8 50 51 78 67 51 55 87 76 plate2
11(1,A11) S9 60 59 63 63 63 50 83 78 plate2
12(1,A12) S10 62 63 64 54 57 50 82 69 plate2
13(1,B1) Unknown097 157 99 177 147 120 121 79 99 plate2
14(1,B2) Unknown098 147 88 213 176 103 132 99 122 plate2
15(1,B3) Unknown099 157 97 218 170 104 111 95 114 plate2
16(1,B4) Unknown100 136 84 185 161 135 132 79 120 plate2
17(1,B5) Unknown101 143 84 187 179 110 137 86 111 plate2
18(1,B6) Unknown102 135 91 203 156 128 110 84 108 plate2
19(1,B7) Unknown103 139 84 192 137 101 126 78 113 plate2
20(1,B8) Unknown104 145 79 179 146 106 106 87 118 plate2
21(1,B9) Unknown105 151 91 177 159 118 129 71 109 plate2
22(1,B10) Unknown106 143 98 196 190 118 168 77 149 plate2
23(1,B11) Unknown107 115 92 169 146 90 112 85 112 plate2
24(1,B12) Unknown108 169 78 193 189 109 125 88 105 plate2
25(1,C1) Unknown109 127 82 198 176 93 132 81 116 plate2
26(1,C2) Unknown110 168 91 211 188 107 149 90 137 plate2
27(1,C3) Unknown111 157 96 190 169 105 150 87 140 plate2
28(1,C4) Unknown112 119 60 156 154 112 131 91 109 plate2
29(1,C5) Unknown113 147 81 214 167 116 133 69 127 plate2
30(1,C6) Unknown114 173 90 177 131 97 123 87 115 plate2
31(1,C7) Unknown115 134 79 176 160 130 144 95 125 plate2
32(1,C8) Unknown116 143 78 157 178 89 114 77 131 plate2
33(1,C9) Unknown117 168 88 193 140 92 127 69 117 plate2
34(1,C10) Unknown118 147 90 205 187 110 110 76 110 plate2
35(1,C11) Unknown119 143 67 183 157 97 128 62 97 plate2
36(1,C12) Unknown120 123 73 165 137 98 121 80 103 plate2
37(1,D1) Unknown121 133 88 216 182 90 127 83 138 plate2
38(1,D2) Unknown122 140 76 191 176 126 136 82 129 plate2
39(1,D3) Unknown123 150 86 196 168 103 145 84 133 plate2
40(1,D4) Unknown124 165 88 216 197 116 134 77 132 plate2
41(1,D5) Unknown125 170 96 200 203 109 124 94 131 plate2
42(1,D6) Unknown126 155 93 205 140 118 138 81 113 plate2
43(1,D7) Unknown127 169 89 177 178 89 125 72 108 plate2
44(1,D8) Unknown128 152 104 202 182 105 150 77 130 plate2
45(1,D9) Unknown129 121 79 166 138 101 130 64 109 plate2
46(1,D10) Unknown130 142 90 190 179 108 134 81 120 plate2
47(1,D11) Unknown131 115 78 178 131 84 119 69 91 plate2
48(1,D12) Unknown132 169 82 194 183 100 147 81 113 plate2
49(1,E1) Unknown133 128 86 190 173 93 117 69 126 plate2
50(1,E2) Unknown134 140 93 199 199 85 144 88 125 plate2
51(1,E3) Unknown135 132 75 158 166 125 141 91 111 plate2
52(1,E4) Unknown136 152 105 204 157 96 164 51 111 plate2
53(1,E5) Unknown137 164 87 203 181 109 118 86 117 plate2
54(1,E6) Unknown138 121 89 191 195 107 133 84 122 plate2
55(1,E7) Unknown139 146 82 162 136 101 147 72 125 plate2
56(1,E8) Unknown140 163 77 210 176 117 125 75 138 plate2
57(1,E9) Unknown141 139 75 144 131 98 115 90 90 plate2
58(1,E10) Unknown142 145 100 191 165 114 128 73 112 plate2
59(1,E11) Unknown143 133 82 178 134 79 118 76 106 plate2
60(1,E12) Unknown144 137 77 181 161 99 125 64 108 plate2
61(1,F1) Unknown145 149 87 170 127 94 120 85 120 plate2
62(1,F2) Unknown146 163 87 153 162 100 119 66 98 plate2
63(1,F3) Unknown147 103 85 158 167 84 126 84 90 plate2
64(1,F4) Unknown148 149 85 174 177 128 137 90 137 plate2
65(1,F5) Unknown149 125 79 171 151 113 146 99 107 plate2
66(1,F6) Unknown150 133 87 195 160 107 114 67 132 plate2
67(1,F7) Unknown151 144 74 155 159 101 124 80 99 plate2
68(1,F8) Unknown152 161 89 212 158 118 156 70 128 plate2
69(1,F9) Unknown153 140 76 187 176 101 126 85 119 plate2
70(1,F10) Unknown154 151 93 192 157 140 126 79 140 plate2
71(1,F11) Unknown155 126 72 221 141 116 129 65 97 plate2
72(1,F12) Unknown156 151 80 170 176 98 113 86 110 plate2
73(1,G1) Unknown157 155 85 166 168 108 136 60 101 plate2
74(1,G2) Unknown158 112 74 173 154 90 119 73 122 plate2
75(1,G3) Unknown159 158 95 183 148 106 164 79 116 plate2
76(1,G4) Unknown160 142 85 174 196 102 106 82 131 plate2
77(1,G5) Unknown161 133 79 165 161 91 111 80 107 plate2
78(1,G6) Unknown162 120 85 155 137 81 97 75 104 plate2
79(1,G7) Unknown163 135 72 165 143 74 138 70 121 plate2
80(1,G8) Unknown164 132 72 180 130 104 114 72 96 plate2
81(1,G9) Unknown165 113 85 146 122 100 111 53 90 plate2
82(1,G10) Unknown166 132 67 167 119 78 108 59 84 plate2
83(1,G11) Unknown167 117 83 138 142 83 104 71 90 plate2
84(1,G12) Unknown168 124 95 171 140 95 111 73 119 plate2
85(1,H1) Unknown169 145 101 211 167 129 140 96 132 plate2
86(1,H2) Unknown170 148 77 192 156 100 115 91 118 plate2
87(1,H3) Unknown171 126 83 161 145 94 122 62 94 plate2
88(1,H4) Unknown172 116 86 166 169 90 136 82 116 plate2
89(1,H5) Unknown173 136 65 161 135 108 100 56 109 plate2
90(1,H6) Unknown174 105 58 145 140 72 116 56 82 plate2
91(1,H7) Unknown175 103 89 139 126 96 97 71 92 plate2
92(1,H8) Unknown176 154 101 183 130 109 131 83 130 plate2
93(1,H9) Unknown177 105 68 159 143 79 101 72 86 plate2
94(1,H10) Unknown178 122 55 139 132 81 124 62 84 plate2
95(1,H11) Unknown179 101 70 131 141 72 86 74 89 plate2
96(1,H12) Unknown180 117 67 161 142 81 127 76 83 plate2
1(1,A1) Blank1 150 95 184 170 105 127 85 119 plate3
2(1,A2) Blank2 142 90 208 169 119 110 87 125 plate3
3(1,A3) S1 57 71 81 50 52 67 67 76 plate3
4(1,A4) S2 50 71 88 65 62 55 91 66 plate3
5(1,A5) S3 50 60 62 54 51 52 61 71 plate3
6(1,A6) S4 54 50 59 54 60 59 65 77 plate3
7(1,A7) S5 57 67 66 50 62 67 80 69 plate3
8(1,A8) S6 57 62 68 60 65 50 79 66 plate3
9(1,A9) S7 64 63 62 55 57 50 89 85 plate3
10(1,A10) S8 52 70 51 50 59 65 83 67 plate3
11(1,A11) S9 50 68 80 57 63 56 79 81 plate3
12(1,A12) S10 50 75 80 53 57 54 76 66 plate3
13(1,B1) Unknown181 157 99 177 147 120 121 79 99 plate3
14(1,B2) Unknown182 147 88 213 176 103 132 99 122 plate3
15(1,B3) Unknown183 157 97 218 170 104 111 95 114 plate3
16(1,B4) Unknown184 136 84 185 161 135 132 79 120 plate3
17(1,B5) Unknown185 143 84 187 179 110 137 86 111 plate3
18(1,B6) Unknown186 135 91 203 156 128 110 84 108 plate3
19(1,B7) Unknown187 139 84 192 137 101 126 78 113 plate3
20(1,B8) Unknown188 145 79 179 146 106 106 87 118 plate3
21(1,B9) Unknown189 151 91 177 159 118 129 71 109 plate3
22(1,B10) Unknown190 143 98 196 190 118 168 77 149 plate3
23(1,B11) Unknown191 115 92 169 146 90 112 85 112 plate3
24(1,B12) Unknown192 169 78 193 189 109 125 88 105 plate3
25(1,C1) Unknown193 127 82 198 176 93 132 81 116 plate3
26(1,C2) Unknown194 168 91 211 188 107 149 90 137 plate3
27(1,C3) Unknown195 157 96 190 169 105 150 87 140 plate3
28(1,C4) Unknown196 119 60 156 154 112 131 91 109 plate3
29(1,C5) Unknown197 147 81 214 167 116 133 69 127 plate3
30(1,C6) Unknown198 173 90 177 131 97 123 87 115 plate3
31(1,C7) Unknown199 134 79 176 160 130 144 95 125 plate3
32(1,C8) Unknown200 143 78 157 178 89 114 77 131 plate3
33(1,C9) Unknown201 168 88 193 140 92 127 69 117 plate3
34(1,C10) Unknown202 147 90 205 187 110 110 76 110 plate3
35(1,C11) Unknown203 143 67 183 157 97 128 62 97 plate3
36(1,C12) Unknown204 123 73 165 137 98 121 80 103 plate3
37(1,D1) Unknown205 133 88 216 182 90 127 83 138 plate3
38(1,D2) Unknown206 140 76 191 176 126 136 82 129 plate3
39(1,D3) Unknown207 150 86 196 168 103 145 84 133 plate3
40(1,D4) Unknown208 165 88 216 197 116 134 77 132 plate3
41(1,D5) Unknown209 170 96 200 203 109 124 94 131 plate3
42(1,D6) Unknown210 155 93 205 140 118 138 81 113 plate3
43(1,D7) Unknown211 169 89 177 178 89 125 72 108 plate3
44(1,D8) Unknown212 152 104 202 182 105 150 77 130 plate3
45(1,D9) Unknown213 121 79 166 138 101 130 64 109 plate3
46(1,D10) Unknown214 142 90 190 179 108 134 81 120 plate3
47(1,D11) Unknown215 115 78 178 131 84 119 69 91 plate3
48(1,D12) Unknown216 169 82 194 183 100 147 81 113 plate3
49(1,E1) Unknown217 128 86 190 173 93 117 69 126 plate3
50(1,E2) Unknown218 140 93 199 199 85 144 88 125 plate3
51(1,E3) Unknown219 132 75 158 166 125 141 91 111 plate3
52(1,E4) Unknown220 152 105 204 157 96 164 51 111 plate3
53(1,E5) Unknown221 164 87 203 181 109 118 86 117 plate3
54(1,E6) Unknown222 121 89 191 195 107 133 84 122 plate3
55(1,E7) Unknown223 146 82 162 136 101 147 72 125 plate3
56(1,E8) Unknown224 163 77 210 176 117 125 75 138 plate3
57(1,E9) Unknown225 139 75 144 131 98 115 90 90 plate3
58(1,E10) Unknown226 145 100 191 165 114 128 73 112 plate3
59(1,E11) Unknown227 133 82 178 134 79 118 76 106 plate3
60(1,E12) Unknown228 137 77 181 161 99 125 64 108 plate3
61(1,F1) Unknown229 149 87 170 127 94 120 85 120 plate3
62(1,F2) Unknown230 163 87 153 162 100 119 66 98 plate3
63(1,F3) Unknown231 103 85 158 167 84 126 84 90 plate3
64(1,F4) Unknown232 149 85 174 177 128 137 90 137 plate3
65(1,F5) Unknown233 125 79 171 151 113 146 99 107 plate3
66(1,F6) Unknown234 133 87 195 160 107 114 67 132 plate3
67(1,F7) Unknown235 144 74 155 159 101 124 80 99 plate3
68(1,F8) Unknown236 161 89 212 158 118 156 70 128 plate3
69(1,F9) Unknown237 140 76 187 176 101 126 85 119 plate3
70(1,F10) Unknown238 151 93 192 157 140 126 79 140 plate3
71(1,F11) Unknown239 126 72 221 141 116 129 65 97 plate3
72(1,F12) Unknown240 151 80 170 176 98 113 86 110 plate3
73(1,G1) Unknown241 155 85 166 168 108 136 60 101 plate3
74(1,G2) Unknown242 112 74 173 154 90 119 73 122 plate3
75(1,G3) Unknown243 158 95 183 148 106 164 79 116 plate3
76(1,G4) Unknown244 142 85 174 196 102 106 82 131 plate3
77(1,G5) Unknown245 133 79 165 161 91 111 80 107 plate3
78(1,G6) Unknown246 120 85 155 137 81 97 75 104 plate3
79(1,G7) Unknown247 135 72 165 143 74 138 70 121 plate3
80(1,G8) Unknown248 132 72 180 130 104 114 72 96 plate3
81(1,G9) Unknown249 113 85 146 122 100 111 53 90 plate3
82(1,G10) Unknown250 132 67 167 119 78 108 59 84 plate3
83(1,G11) Unknown251 117 83 138 142 83 104 71 90 plate3
84(1,G12) Unknown252 124 95 171 140 95 111 73 119 plate3
85(1,H1) Unknown253 145 101 211 167 129 140 96 132 plate3
86(1,H2) Unknown254 148 77 192 156 100 115 91 118 plate3
87(1,H3) Unknown255 126 83 161 145 94 122 62 94 plate3
88(1,H4) Unknown256 116 86 166 169 90 136 82 116 plate3
89(1,H5) Unknown257 136 65 161 135 108 100 56 109 plate3
90(1,H6) Unknown258 105 58 145 140 72 116 56 82 plate3
91(1,H7) Unknown259 103 89 139 126 96 97 71 92 plate3
92(1,H8) Unknown260 154 101 183 130 109 131 83 130 plate3
93(1,H9) Unknown261 105 68 159 143 79 101 72 86 plate3
94(1,H10) Unknown262 122 55 139 132 81 124 62 84 plate3
95(1,H11) Unknown263 101 70 131 141 72 86 74 89 plate3
96(1,H12) Unknown264 117 67 161 142 81 127 76 83 plate3

$ blanks

Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Plate
1(1,A1) Blank1 20 200 20 10 20 10 30 20 plate1
2(1,A2) Blank2 15 291 15 15 15 10 20 15 plate1
1(1,A1) Blank1 20 45 15 15 17 7 28 29 plate2
2(1,A2) Blank2 15 31 23 10 10 15 14 18 plate2
1(1,A1) Blank1 20 50 20 10 20 10 30 20 plate3
2(1,A2) Blank2 15 45 15 15 15 10 20 15 plate3

$ stds

Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Plate
3(1,A3) S1 15710.5 11990.0 22583.0 21244.0 24306.0 7907.5 13207.0 12427.0 plate1
4(1,A4) S2 13545.0 8285.0 16947.5 16146.0 17172.0 7186.0 8550.0 8034.0 plate1
5(1,A5) S3 9767.0 4950.0 10865.0 10621.5 11358.0 4475.5 5329.0 4990.0 plate1
6(1,A6) S4 5648.5 2519.0 6060.0 5968.5 6237.0 3508.0 2671.0 2446.5 plate1
7(1,A7) S5 4104.5 1431.0 3711.5 3738.0 3883.5 2082.0 1548.0 1299.0 plate1
8(1,A8) S6 2105.0 676.5 1889.0 1667.0 2136.0 1102.0 698.5 581.0 plate1
9(1,A9) S7 1107.0 328.0 1106.0 890.0 1204.0 657.0 333.0 264.0 plate1
10(1,A10) S8 452.5 141.0 465.0 405.5 522.0 277.0 156.0 111.0 plate1
11(1,A11) S9 209.0 65.0 206.5 181.5 249.0 138.0 77.0 46.5 plate1
12(1,A12) S10 105.0 42.0 113.5 87.0 134.0 93.0 40.0 28.0 plate1
3(1,A3) S1 17664.0 13024.0 24023.5 23687.0 24512.0 9648.0 14354.0 13146.5 plate2
4(1,A4) S2 14051.0 9319.0 18419.0 18294.0 20151.5 6529.5 9922.0 9214.0 plate2
5(1,A5) S3 8807.0 4496.5 9995.0 9094.5 10652.5 4671.0 4885.0 4300.0 plate2
6(1,A6) S4 5744.0 2675.5 6065.0 6029.0 6723.0 3427.0 2917.5 2572.5 plate2
7(1,A7) S5 3631.5 1486.0 4004.0 3673.0 4293.5 1910.0 1579.5 1393.0 plate2
8(1,A8) S6 1751.5 664.0 1898.0 1746.0 2068.0 1082.0 725.5 537.0 plate2
9(1,A9) S7 1076.0 347.0 1165.0 1052.0 1346.0 586.0 370.0 290.0 plate2
10(1,A10) S8 433.0 137.0 432.0 346.0 522.0 283.0 138.0 98.5 plate2
11(1,A11) S9 200.5 76.0 257.0 211.0 293.0 174.0 76.0 52.0 plate2
12(1,A12) S10 116.0 44.0 161.0 121.5 167.0 86.0 52.5 29.0 plate2
3(1,A3) S1 17357.0 12746.0 22462.0 21253.0 24716.5 9629.0 13067.0 13359.0 plate3
4(1,A4) S2 11465.0 7017.0 15284.0 14391.0 16327.0 6187.0 8013.0 7865.5 plate3
5(1,A5) S3 9607.0 4992.0 10884.0 10965.0 12073.0 4284.0 5278.0 4914.0 plate3
6(1,A6) S4 5730.5 2572.5 6139.0 5579.0 6660.0 3525.0 2869.0 2554.0 plate3
7(1,A7) S5 3695.0 1335.0 3426.0 3282.0 3843.5 1943.0 1449.5 1245.0 plate3
8(1,A8) S6 1838.0 644.5 1895.5 1668.0 2098.0 969.0 714.0 576.5 plate3
9(1,A9) S7 939.0 297.0 953.0 773.0 1130.0 573.0 301.0 236.0 plate3
10(1,A10) S8 446.5 169.5 604.0 511.5 724.0 363.0 181.0 130.0 plate3
11(1,A11) S9 204.0 67.5 214.0 185.0 254.0 152.5 75.0 47.0 plate3
12(1,A12) S10 98.0 39.0 100.0 84.0 126.0 85.0 48.0 25.0 plate3

$ run

Program xPONENT …3 MAGPIX …5 …6 …7 …8 …9 …10 …11 …12 …13 …14 …15 …16 …17 Plate
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate1
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate1
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate1
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate1
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate1
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate1
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate2
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate2
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate2
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate2
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate2
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate2
Build 4.2.1705.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Date 1/1/2024 11:11 am NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SN MAGPX17087723 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Batch Example_Plate NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Version 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Operator DA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ComputerName MAGPIX-PC NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Country Code 409 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolName PvSeroTaT_v1.0 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolVersion 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolDescription NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolDevelopingCompany NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SampleWash Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
SampleVolume 75 uL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchStartTime 1/1/2024 11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchStopTime 1/1/2024 12:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
BatchDescription <None> NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolPlate Name Current 96-well plate Type 96 Plates 1 NA NA NA NA NA NA NA NA NA NA plate3
ProtocolMicrosphere Map BP 50 regions Type MagPlex Count 18 NA NA NA NA NA NA NA NA NA NA plate3
ProtocolAnalysis Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
NormBead None NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
ProtocolHeater Off NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Most Recent Calibration and Verification Results: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last CAL Calibration Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last VER Verification Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Last Fluidics Test Passed 01/01/2024 12:11:11 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
CALInfo: NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Calibrator NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
Lot ExpirationDate CalibrationTime CL1Temp CL2Temp RP1LongTemp RP1ShortTemp CL1Current CL2Current RP1LongCurrent RP1ShortCurrent CL1Factor CL2Factor RP1LongFactor RP1ShortFactor Result MachineSerialNo plate3
C00921 03/20/2025 11/20/2024 2:43:32 PM 35.6 35.6 35.6 35.6 240 248 313 313 0.00707 0.00707 0.00395 0.11659 Pass MAGPX17087723 plate3
Samples 96 Min Events 50 Per Bead NA NA NA NA NA NA NA NA NA NA NA NA plate3
Results NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
DataType: Median NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA plate3
TipreadSeroData Output

This exports a list of data frames:

  1. data_raw: The raw, unedited files: A check that the correct file/s were added.
  2. results: The processed serological data files: Antigen names compatible with the R package, clear columns for each antigen and their MFI results.
  3. counts: The bead counts detected from the Luminex instrument per antigen, per sample, for each plate.
  4. blanks: The MFI results for the blank wells.
  5. stds: The MFI results for the standard curve samples.
  6. run: The run information from the Luminex machine.

You can access each data frame, for example the results data frame, like this:

sero_data$results
Location Sample EBP LF005 LF010 LF016 MSP8 RBP2b.P87 PTEX150 PvCSS Plate
1(1,A1) Blank1 20.0 200.0 20.0 10.0 20.0 10.0 30.0 20.0 plate1
2(1,A2) Blank2 15.0 291.0 15.0 15.0 15.0 10.0 20.0 15.0 plate1
3(1,A3) S1 15710.5 11990.0 22583.0 21244.0 24306.0 7907.5 13207.0 12427.0 plate1
4(1,A4) S2 13545.0 8285.0 16947.5 16146.0 17172.0 7186.0 8550.0 8034.0 plate1
5(1,A5) S3 9767.0 4950.0 10865.0 10621.5 11358.0 4475.5 5329.0 4990.0 plate1
6(1,A6) S4 5648.5 2519.0 6060.0 5968.5 6237.0 3508.0 2671.0 2446.5 plate1
7(1,A7) S5 4104.5 1431.0 3711.5 3738.0 3883.5 2082.0 1548.0 1299.0 plate1
8(1,A8) S6 2105.0 676.5 1889.0 1667.0 2136.0 1102.0 698.5 581.0 plate1
9(1,A9) S7 1107.0 328.0 1106.0 890.0 1204.0 657.0 333.0 264.0 plate1
10(1,A10) S8 452.5 141.0 465.0 405.5 522.0 277.0 156.0 111.0 plate1
11(1,A11) S9 209.0 65.0 206.5 181.5 249.0 138.0 77.0 46.5 plate1
12(1,A12) S10 105.0 42.0 113.5 87.0 134.0 93.0 40.0 28.0 plate1
13(1,B1) Unknown013 2712.0 1569.0 673.0 327.0 182.0 1068.0 936.0 223.0 plate1
14(1,B2) Unknown014 134.0 378.0 117.0 197.0 58.0 465.5 122.0 93.0 plate1
15(1,B3) Unknown015 182.0 209.0 208.0 374.0 221.5 463.0 293.0 868.0 plate1
16(1,B4) Unknown016 152.0 229.5 101.0 89.0 48.0 591.0 109.0 110.0 plate1
17(1,B5) Unknown017 1135.0 236.0 299.0 507.0 209.5 671.0 1665.5 266.0 plate1
18(1,B6) Unknown018 174.0 395.0 175.0 78.0 70.0 103.0 294.5 92.0 plate1
19(1,B7) Unknown019 421.0 2081.5 529.0 149.0 962.0 1441.5 241.0 282.0 plate1
20(1,B8) Unknown020 24.0 49.0 22.0 13.0 15.5 14.0 28.0 17.0 plate1
21(1,B9) Unknown021 24.0 45.0 22.0 13.0 16.0 13.0 29.0 17.0 plate1
22(1,B10) Unknown022 21464.0 11789.0 2508.5 8001.0 2342.0 1386.0 1992.0 2927.0 plate1
23(1,B11) Unknown023 795.0 6135.5 407.0 273.0 535.5 1575.0 8821.0 998.0 plate1
24(1,B12) Unknown024 1574.0 348.5 892.0 288.0 306.0 590.0 315.0 366.0 plate1
25(1,C1) Unknown025 146.0 408.5 1130.5 83.0 100.0 301.0 652.0 130.0 plate1
26(1,C2) Unknown026 1330.5 3036.0 965.0 174.0 79.0 1090.0 179.0 92.0 plate1
27(1,C3) Unknown027 358.0 4074.5 335.5 140.0 390.0 6704.0 8814.0 5627.0 plate1
28(1,C4) Unknown028 481.0 1870.0 421.0 182.5 1777.5 2390.0 2465.0 411.0 plate1
29(1,C5) Unknown029 551.0 1282.0 331.5 165.0 77.0 244.0 579.0 229.0 plate1
30(1,C6) Unknown030 943.0 584.5 235.0 135.0 3017.0 1034.0 4928.0 7730.0 plate1
31(1,C7) Unknown031 532.5 1533.0 315.0 210.0 2575.5 2903.0 2779.0 7300.0 plate1
32(1,C8) Unknown032 768.0 12605.0 409.0 7632.0 9860.0 13703.0 5612.0 6383.0 plate1
33(1,C9) Unknown033 130.0 239.5 72.0 64.0 37.0 156.0 204.0 49.0 plate1
34(1,C10) Unknown034 40.0 60.0 37.0 25.0 26.5 23.5 40.0 27.0 plate1
35(1,C11) Unknown035 167.0 605.0 253.0 329.0 3973.0 1426.5 803.0 1670.0 plate1
36(1,C12) Unknown036 1879.0 4562.0 415.0 18287.0 11482.5 12031.0 4830.5 4217.0 plate1
37(1,D1) Unknown037 256.0 1507.0 117.0 129.0 168.0 488.0 908.0 87.0 plate1
38(1,D2) Unknown038 24.0 49.0 22.0 12.0 15.0 14.0 29.0 17.0 plate1
39(1,D3) Unknown039 384.0 1708.0 326.0 1172.5 986.0 1041.0 299.5 149.0 plate1
40(1,D4) Unknown040 210.0 512.0 221.0 191.0 89.0 203.0 410.0 174.5 plate1
41(1,D5) Unknown041 351.5 312.0 165.5 88.0 66.0 205.0 200.0 183.0 plate1
42(1,D6) Unknown042 1278.0 5810.0 275.0 230.5 137.0 2032.0 1762.0 1241.0 plate1
43(1,D7) Unknown043 318.0 397.0 130.0 130.5 78.0 903.0 1513.5 325.0 plate1
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49(1,E1) Unknown217 333.5 623.5 368.0 10430.0 2340.0 4375.0 1650.0 7801.5 plate3
50(1,E2) Unknown218 561.0 7984.0 441.0 128.0 141.0 2119.5 2147.0 1502.0 plate3
51(1,E3) Unknown219 506.5 340.0 152.5 147.0 90.0 399.0 2178.0 170.0 plate3
52(1,E4) Unknown220 254.0 367.0 392.5 89.0 142.5 323.5 298.0 138.0 plate3
53(1,E5) Unknown221 888.0 1955.0 438.0 173.0 507.0 1584.0 709.0 2040.0 plate3
54(1,E6) Unknown222 426.0 1877.0 186.0 9767.0 15945.0 10073.0 1585.5 1124.0 plate3
55(1,E7) Unknown223 5733.0 1301.5 1920.5 220.5 4833.0 3718.0 5329.0 2369.0 plate3
56(1,E8) Unknown224 19092.0 14422.0 1993.0 12836.5 7426.0 8663.0 4826.0 3468.5 plate3
57(1,E9) Unknown225 596.0 15139.0 371.5 229.0 535.5 8105.0 7928.5 1414.5 plate3
58(1,E10) Unknown226 1028.0 2646.0 1486.0 292.0 9357.0 7769.5 3736.0 14370.5 plate3
59(1,E11) Unknown227 512.0 4735.0 3408.0 127.5 191.0 901.0 11567.0 2923.5 plate3
60(1,E12) Unknown228 883.0 1953.0 755.0 586.0 122.0 529.0 425.5 121.0 plate3
61(1,F1) Unknown229 977.0 8719.0 509.0 187.0 1289.0 5039.5 13891.0 9531.0 plate3
62(1,F2) Unknown230 791.0 1944.0 465.0 216.5 12307.0 8907.0 4157.0 760.0 plate3
63(1,F3) Unknown231 397.0 987.0 924.0 133.0 79.0 253.0 2317.5 1080.5 plate3
64(1,F4) Unknown232 1111.0 613.0 357.0 196.0 8496.0 7914.0 5772.5 13202.0 plate3
65(1,F5) Unknown233 956.0 2369.0 644.0 389.0 8762.0 4649.0 6437.0 21113.0 plate3
66(1,F6) Unknown234 1307.0 20590.0 1335.0 10780.0 12736.0 7375.5 5493.0 7696.0 plate3
67(1,F7) Unknown235 433.0 382.0 173.0 105.0 59.0 599.0 655.0 367.0 plate3
68(1,F8) Unknown236 161.0 279.0 2524.5 105.5 55.0 491.0 681.5 472.5 plate3
69(1,F9) Unknown237 439.0 732.5 397.0 2108.0 9692.0 6115.0 9513.0 7341.0 plate3
70(1,F10) Unknown238 1837.0 11406.0 467.5 20011.0 19606.0 5476.5 5822.0 5127.5 plate3
71(1,F11) Unknown239 244.0 1665.5 166.0 124.0 154.0 224.0 718.0 115.0 plate3
72(1,F12) Unknown240 482.0 3990.5 388.0 3736.0 7436.0 3361.0 4111.5 2819.0 plate3
73(1,G1) Unknown241 656.0 3103.0 505.0 14386.0 2343.0 2503.0 357.5 1215.0 plate3
74(1,G2) Unknown242 243.0 568.5 693.0 141.0 79.0 1295.0 2080.0 1470.0 plate3
75(1,G3) Unknown243 1409.5 1123.0 379.0 153.0 167.5 1280.5 1553.0 1738.0 plate3
76(1,G4) Unknown244 467.5 6741.0 238.0 174.0 181.0 1804.5 1660.5 1087.0 plate3
77(1,G5) Unknown245 329.0 630.0 196.0 119.0 278.0 223.0 2052.5 2221.0 plate3
78(1,G6) Unknown246 1122.5 17810.0 677.0 12254.0 16011.0 3142.0 3551.0 10222.5 plate3
79(1,G7) Unknown247 10853.0 817.5 255.0 189.0 2247.5 1023.0 590.0 258.0 plate3
80(1,G8) Unknown248 743.5 820.0 313.5 289.0 9351.5 873.0 3062.0 676.5 plate3
81(1,G9) Unknown249 723.0 1255.0 299.0 253.0 95.0 203.0 396.0 129.5 plate3
82(1,G10) Unknown250 168.0 684.0 131.0 198.0 135.5 223.4 292.0 254.5 plate3
83(1,G11) Unknown251 180.0 276.0 205.0 4646.5 2550.0 664.5 724.0 2707.0 plate3
84(1,G12) Unknown252 249.5 4104.0 250.0 96.0 68.0 563.0 960.0 672.0 plate3
85(1,H1) Unknown253 479.0 190.0 105.0 131.0 66.0 406.0 1724.5 108.0 plate3
86(1,H2) Unknown254 164.0 327.0 234.5 66.0 75.5 259.0 260.0 89.0 plate3
87(1,H3) Unknown255 281.5 1794.0 413.0 75.0 469.5 530.5 345.0 744.5 plate3
88(1,H4) Unknown256 269.0 1067.0 141.0 7595.0 14464.0 7592.0 804.5 467.0 plate3
89(1,H5) Unknown257 3247.0 382.0 470.0 98.0 2319.5 2304.5 1521.0 1258.0 plate3
90(1,H6) Unknown258 20593.0 14902.5 2021.0 10184.0 5805.5 14083.5 4307.5 3073.0 plate3
91(1,H7) Unknown259 395.0 9914.0 211.0 131.5 325.0 2791.0 4608.0 1073.5 plate3
92(1,H8) Unknown260 904.5 1871.0 793.0 172.0 6106.0 744.0 1303.0 6595.5 plate3
93(1,H9) Unknown261 323.0 2007.5 1950.0 106.0 191.0 2411.0 7377.5 1699.0 plate3
94(1,H10) Unknown262 706.0 2087.0 791.0 169.0 66.0 412.0 261.0 65.0 plate3
95(1,H11) Unknown263 323.0 4950.0 264.0 107.0 645.0 2381.0 8856.0 5330.0 plate3
96(1,H12) Unknown264 367.0 1067.0 259.0 101.0 7423.0 1494.0 1841.5 335.0 plate3

Next, you need to read in the plate layout! This file will allow us to relabel the raw luminex data from “unknowns” to our study Sample ID’s.

plate_list <- readPlateLayout(
  plate_layout = your_plate_layout, 
  sero_data  = sero_data
)
#> Plate layouts correctly identified!
plate_list

$ plate1

Plate 1 2 3 4 5 6 7 8 9 10 11 12
A Blank1 Blank2 S1 S2 S3 S4 S5 S6 S7 S8 S9 S10
B ABC013 ABC014 ABC015 ABC016 ABC017 ABC018 ABC019 ABC020 ABC021 ABC022 ABC023 ABC024
C ABC025 ABC026 ABC027 ABC028 ABC029 ABC030 ABC031 ABC032 ABC033 ABC034 ABC035 ABC036
D ABC037 ABC038 ABC039 ABC040 ABC041 ABC042 ABC043 ABC044 ABC045 ABC046 ABC047 ABC048
E ABC049 ABC050 ABC051 ABC052 ABC053 ABC054 ABC055 ABC056 ABC057 ABC058 ABC059 ABC060
F ABC061 ABC062 ABC063 ABC064 ABC065 ABC066 ABC067 ABC068 ABC069 ABC070 ABC071 ABC072
G ABC073 ABC074 ABC075 ABC076 ABC077 ABC078 ABC079 ABC080 ABC081 ABC082 ABC083 ABC084
H ABC085 ABC086 ABC087 ABC088 ABC089 ABC090 ABC091 ABC092 ABC093 ABC094 ABC095 ABC096

$ plate2

Plate 1 2 3 4 5 6 7 8 9 10 11 12
A Blank1 Blank2 S1 S2 S3 S4 S5 S6 S7 S8 S9 S10
B ABC097 ABC098 ABC099 ABC100 ABC101 ABC102 ABC103 ABC104 ABC105 ABC106 ABC107 ABC108
C ABC109 ABC110 ABC111 ABC112 ABC113 ABC114 ABC115 ABC116 ABC117 ABC118 ABC119 ABC120
D ABC121 ABC122 ABC123 ABC124 ABC125 ABC126 ABC127 ABC128 ABC129 ABC130 ABC131 ABC132
E ABC133 ABC134 ABC135 ABC136 ABC137 ABC138 ABC139 ABC140 ABC141 ABC142 ABC143 ABC144
F ABC145 ABC146 ABC147 ABC148 ABC149 ABC150 ABC151 ABC152 ABC153 ABC154 ABC155 ABC156
G ABC157 ABC158 ABC159 ABC160 ABC161 ABC162 ABC163 ABC164 ABC165 ABC166 ABC167 ABC168
H ABC169 ABC170 ABC171 ABC172 ABC173 ABC174 ABC175 ABC176 ABC177 ABC178 ABC179 ABC180

$ plate3

Plate 1 2 3 4 5 6 7 8 9 10 11 12
A Blank1 Blank2 S1 S2 S3 S4 S5 S6 S7 S8 S9 S10
B ABC181 ABC182 ABC183 ABC184 ABC185 ABC186 ABC187 ABC188 ABC189 ABC190 ABC191 ABC192
C ABC193 ABC194 ABC195 ABC196 ABC197 ABC198 ABC199 ABC200 ABC201 ABC202 ABC203 ABC204
D ABC205 ABC206 ABC207 ABC208 ABC209 ABC210 ABC211 ABC212 ABC213 ABC214 ABC215 ABC216
E ABC217 ABC218 ABC219 ABC220 ABC221 ABC222 ABC223 ABC224 ABC225 ABC226 ABC227 ABC228
F ABC229 ABC230 ABC231 ABC232 ABC233 ABC234 ABC235 ABC236 ABC237 ABC238 ABC239 ABC240
G ABC241 ABC242 ABC243 ABC244 ABC245 ABC246 ABC247 ABC248 ABC249 ABC250 ABC251 ABC252
H ABC253 ABC254 ABC255 ABC256 ABC257 ABC258 ABC259 ABC260 ABC261 ABC262 ABC263 ABC264

Great! Now our serological data has been processed and our plate layouts are added into R-compatible data frames ready for analysis!

1.1.4 Step 2: Quality control checks

Quality control checks can also be run on any serological data file that has been processed using the readSeroData() and readPlateLayout() functions. The runQC() function will:

  1. Process bead count data (assigns a warning if bead counts are less than 15 or above 500 per antigen).
  2. Assign Sample ID’s to Luminex outputs.
qc_results  <- runQC(
  sero_data = sero_data,       # load in your serological data variable 
  plate_list = plate_list      # load your plate list variable 
)
TiprunQC Output

This exports a list of data frames:

  1. `processCounts_output``: The bead counts per antigen, per sample, for each plate. Intermediary file for downstream processing. Warning = 0 for pass and = 1 for fail.
  2. getCounts_output: The processed bead counts file for each sample, summarising whether a sample needs to be repeated. Intermediary file for downstream processing.
  3. sampleid_output: Aligning the Luminex anonymised data (SampleID) to the plate layout ID’s (Sample). Intermediary file for downstream processing.
  4. getAntigenCounts_output: The processed bead counts file per antigen per sample. Used for plotBeadCounts().
  5. getCountsQC_output: The bead counts and QC results per antigen. Key file.

You can access each data frame, for example the getCountsQC_output data frame, like this:

qc_results$getCountsQC_output
Location SampleID Plate EBP_Count EBP_QC LF005_Count LF005_QC LF010_Count LF010_QC LF016_Count LF016_QC MSP8_Count MSP8_QC PTEX150_Count PTEX150_QC PvCSS_Count PvCSS_QC RBP2b.P87_Count RBP2b.P87_QC QC_total
A1 Blank1 plate1 150 pass 88 pass 184 pass 170 pass 105 pass 85 pass 119 pass 127 pass pass
A1 Blank1 plate2 142 pass 85 pass 218 pass 9 fail 116 pass 90 pass 117 pass 115 pass fail
A1 Blank1 plate3 150 pass 95 pass 184 pass 170 pass 105 pass 85 pass 119 pass 127 pass pass
A10 S8 plate1 50 pass 62 pass 52 pass 50 pass 50 pass 61 pass 65 pass 53 pass pass
A10 S8 plate2 50 pass 51 pass 78 pass 67 pass 51 pass 87 pass 76 pass 55 pass pass
A10 S8 plate3 52 pass 70 pass 51 pass 50 pass 59 pass 83 pass 67 pass 65 pass pass
A11 S9 plate1 67 pass 60 pass 78 pass 68 pass 69 pass 83 pass 62 pass 50 pass pass
A11 S9 plate2 60 pass 59 pass 63 pass 63 pass 63 pass 83 pass 78 pass 50 pass pass
A11 S9 plate3 50 pass 68 pass 80 pass 57 pass 63 pass 79 pass 81 pass 56 pass pass
A12 S10 plate1 65 pass 50 pass 80 pass 57 pass 59 pass 77 pass 64 pass 59 pass pass
A12 S10 plate2 62 pass 63 pass 64 pass 54 pass 57 pass 82 pass 69 pass 50 pass pass
A12 S10 plate3 50 pass 75 pass 80 pass 53 pass 57 pass 76 pass 66 pass 54 pass pass
A2 Blank2 plate1 142 pass 97 pass 208 pass 169 pass 119 pass 87 pass 125 pass 110 pass pass
A2 Blank2 plate2 150 pass 95 pass 185 pass 10 fail 108 pass 84 pass 123 pass 109 pass fail
A2 Blank2 plate3 142 pass 90 pass 208 pass 169 pass 119 pass 87 pass 125 pass 110 pass pass
A3 S1 plate1 52 pass 61 pass 67 pass 53 pass 59 pass 79 pass 63 pass 50 pass pass
A3 S1 plate2 57 pass 73 pass 68 pass 61 pass 63 pass 75 pass 74 pass 50 pass pass
A3 S1 plate3 57 pass 71 pass 81 pass 50 pass 52 pass 67 pass 76 pass 67 pass pass
A4 S2 plate1 60 pass 57 pass 72 pass 50 pass 75 pass 71 pass 71 pass 55 pass pass
A4 S2 plate2 50 pass 61 pass 79 pass 63 pass 66 pass 68 pass 67 pass 66 pass pass
A4 S2 plate3 50 pass 71 pass 88 pass 65 pass 62 pass 91 pass 66 pass 55 pass pass
A5 S3 plate1 65 pass 75 pass 91 pass 50 pass 90 pass 97 pass 80 pass 74 pass pass
A5 S3 plate2 75 pass 62 pass 91 pass 50 pass 92 pass 79 pass 89 pass 67 pass pass
A5 S3 plate3 50 pass 60 pass 62 pass 54 pass 51 pass 61 pass 71 pass 52 pass pass
A6 S4 plate1 66 pass 57 pass 58 pass 66 pass 75 pass 63 pass 66 pass 50 pass pass
A6 S4 plate2 56 pass 62 pass 59 pass 55 pass 50 pass 76 pass 74 pass 72 pass pass
A6 S4 plate3 54 pass 50 pass 59 pass 54 pass 60 pass 65 pass 77 pass 59 pass pass
A7 S5 plate1 60 pass 74 pass 80 pass 55 pass 70 pass 70 pass 78 pass 50 pass pass
A7 S5 plate2 50 pass 64 pass 57 pass 56 pass 70 pass 88 pass 87 pass 58 pass pass
A7 S5 plate3 57 pass 67 pass 66 pass 50 pass 62 pass 80 pass 69 pass 67 pass pass
A8 S6 plate1 51 pass 56 pass 69 pass 50 pass 57 pass 72 pass 81 pass 58 pass pass
A8 S6 plate2 50 pass 73 pass 72 pass 57 pass 66 pass 102 pass 82 pass 52 pass pass
A8 S6 plate3 57 pass 62 pass 68 pass 60 pass 65 pass 79 pass 66 pass 50 pass pass
A9 S7 plate1 63 pass 57 pass 56 pass 53 pass 66 pass 72 pass 56 pass 50 pass pass
A9 S7 plate2 50 pass 55 pass 68 pass 56 pass 56 pass 89 pass 73 pass 54 pass pass
A9 S7 plate3 64 pass 63 pass 62 pass 55 pass 57 pass 89 pass 85 pass 50 pass pass
B1 ABC013 plate1 157 pass 99 pass 177 pass 147 pass 120 pass 79 pass 99 pass 121 pass pass
B1 ABC097 plate2 157 pass 99 pass 177 pass 147 pass 120 pass 79 pass 99 pass 121 pass pass
B1 ABC181 plate3 157 pass 99 pass 177 pass 147 pass 120 pass 79 pass 99 pass 121 pass pass
B10 ABC022 plate1 143 pass 98 pass 196 pass 190 pass 118 pass 77 pass 149 pass 168 pass pass
B10 ABC106 plate2 143 pass 98 pass 196 pass 190 pass 118 pass 77 pass 149 pass 168 pass pass
B10 ABC190 plate3 143 pass 98 pass 196 pass 190 pass 118 pass 77 pass 149 pass 168 pass pass
B11 ABC023 plate1 115 pass 92 pass 169 pass 146 pass 90 pass 85 pass 112 pass 112 pass pass
B11 ABC107 plate2 115 pass 92 pass 169 pass 146 pass 90 pass 85 pass 112 pass 112 pass pass
B11 ABC191 plate3 115 pass 92 pass 169 pass 146 pass 90 pass 85 pass 112 pass 112 pass pass
B12 ABC024 plate1 169 pass 78 pass 193 pass 189 pass 109 pass 88 pass 105 pass 125 pass pass
B12 ABC108 plate2 169 pass 78 pass 193 pass 189 pass 109 pass 88 pass 105 pass 125 pass pass
B12 ABC192 plate3 169 pass 78 pass 193 pass 189 pass 109 pass 88 pass 105 pass 125 pass pass
B2 ABC014 plate1 147 pass 88 pass 213 pass 176 pass 103 pass 99 pass 122 pass 132 pass pass
B2 ABC098 plate2 147 pass 88 pass 213 pass 176 pass 103 pass 99 pass 122 pass 132 pass pass
B2 ABC182 plate3 147 pass 88 pass 213 pass 176 pass 103 pass 99 pass 122 pass 132 pass pass
B3 ABC015 plate1 157 pass 97 pass 218 pass 170 pass 104 pass 95 pass 114 pass 111 pass pass
B3 ABC099 plate2 157 pass 97 pass 218 pass 170 pass 104 pass 95 pass 114 pass 111 pass pass
B3 ABC183 plate3 157 pass 97 pass 218 pass 170 pass 104 pass 95 pass 114 pass 111 pass pass
B4 ABC016 plate1 136 pass 84 pass 185 pass 161 pass 135 pass 79 pass 120 pass 132 pass pass
B4 ABC100 plate2 136 pass 84 pass 185 pass 161 pass 135 pass 79 pass 120 pass 132 pass pass
B4 ABC184 plate3 136 pass 84 pass 185 pass 161 pass 135 pass 79 pass 120 pass 132 pass pass
B5 ABC017 plate1 143 pass 84 pass 187 pass 179 pass 110 pass 86 pass 111 pass 137 pass pass
B5 ABC101 plate2 143 pass 84 pass 187 pass 179 pass 110 pass 86 pass 111 pass 137 pass pass
B5 ABC185 plate3 143 pass 84 pass 187 pass 179 pass 110 pass 86 pass 111 pass 137 pass pass
B6 ABC018 plate1 135 pass 91 pass 203 pass 156 pass 128 pass 84 pass 108 pass 110 pass pass
B6 ABC102 plate2 135 pass 91 pass 203 pass 156 pass 128 pass 84 pass 108 pass 110 pass pass
B6 ABC186 plate3 135 pass 91 pass 203 pass 156 pass 128 pass 84 pass 108 pass 110 pass pass
B7 ABC019 plate1 139 pass 84 pass 192 pass 137 pass 101 pass 78 pass 113 pass 126 pass pass
B7 ABC103 plate2 139 pass 84 pass 192 pass 137 pass 101 pass 78 pass 113 pass 126 pass pass
B7 ABC187 plate3 139 pass 84 pass 192 pass 137 pass 101 pass 78 pass 113 pass 126 pass pass
B8 ABC020 plate1 145 pass 79 pass 179 pass 146 pass 106 pass 87 pass 118 pass 106 pass pass
B8 ABC104 plate2 145 pass 79 pass 179 pass 146 pass 106 pass 87 pass 118 pass 106 pass pass
B8 ABC188 plate3 145 pass 79 pass 179 pass 146 pass 106 pass 87 pass 118 pass 106 pass pass
B9 ABC021 plate1 151 pass 91 pass 177 pass 159 pass 118 pass 71 pass 109 pass 129 pass pass
B9 ABC105 plate2 151 pass 91 pass 177 pass 159 pass 118 pass 71 pass 109 pass 129 pass pass
B9 ABC189 plate3 151 pass 91 pass 177 pass 159 pass 118 pass 71 pass 109 pass 129 pass pass
C1 ABC025 plate1 127 pass 82 pass 198 pass 176 pass 93 pass 81 pass 116 pass 132 pass pass
C1 ABC109 plate2 127 pass 82 pass 198 pass 176 pass 93 pass 81 pass 116 pass 132 pass pass
C1 ABC193 plate3 127 pass 82 pass 198 pass 176 pass 93 pass 81 pass 116 pass 132 pass pass
C10 ABC034 plate1 147 pass 90 pass 205 pass 187 pass 110 pass 76 pass 110 pass 110 pass pass
C10 ABC118 plate2 147 pass 90 pass 205 pass 187 pass 110 pass 76 pass 110 pass 110 pass pass
C10 ABC202 plate3 147 pass 90 pass 205 pass 187 pass 110 pass 76 pass 110 pass 110 pass pass
C11 ABC035 plate1 143 pass 67 pass 183 pass 157 pass 97 pass 62 pass 97 pass 128 pass pass
C11 ABC119 plate2 143 pass 67 pass 183 pass 157 pass 97 pass 62 pass 97 pass 128 pass pass
C11 ABC203 plate3 143 pass 67 pass 183 pass 157 pass 97 pass 62 pass 97 pass 128 pass pass
C12 ABC036 plate1 123 pass 73 pass 165 pass 137 pass 98 pass 80 pass 103 pass 121 pass pass
C12 ABC120 plate2 123 pass 73 pass 165 pass 137 pass 98 pass 80 pass 103 pass 121 pass pass
C12 ABC204 plate3 123 pass 73 pass 165 pass 137 pass 98 pass 80 pass 103 pass 121 pass pass
C2 ABC026 plate1 168 pass 91 pass 211 pass 188 pass 107 pass 90 pass 137 pass 149 pass pass
C2 ABC110 plate2 168 pass 91 pass 211 pass 188 pass 107 pass 90 pass 137 pass 149 pass pass
C2 ABC194 plate3 168 pass 91 pass 211 pass 188 pass 107 pass 90 pass 137 pass 149 pass pass
C3 ABC027 plate1 157 pass 96 pass 190 pass 169 pass 105 pass 87 pass 140 pass 150 pass pass
C3 ABC111 plate2 157 pass 96 pass 190 pass 169 pass 105 pass 87 pass 140 pass 150 pass pass
C3 ABC195 plate3 157 pass 96 pass 190 pass 169 pass 105 pass 87 pass 140 pass 150 pass pass
C4 ABC028 plate1 119 pass 60 pass 156 pass 154 pass 112 pass 91 pass 109 pass 131 pass pass
C4 ABC112 plate2 119 pass 60 pass 156 pass 154 pass 112 pass 91 pass 109 pass 131 pass pass
C4 ABC196 plate3 119 pass 60 pass 156 pass 154 pass 112 pass 91 pass 109 pass 131 pass pass
C5 ABC029 plate1 147 pass 81 pass 214 pass 167 pass 116 pass 69 pass 127 pass 133 pass pass
C5 ABC113 plate2 147 pass 81 pass 214 pass 167 pass 116 pass 69 pass 127 pass 133 pass pass
C5 ABC197 plate3 147 pass 81 pass 214 pass 167 pass 116 pass 69 pass 127 pass 133 pass pass
C6 ABC030 plate1 173 pass 90 pass 177 pass 131 pass 97 pass 87 pass 115 pass 123 pass pass
C6 ABC114 plate2 173 pass 90 pass 177 pass 131 pass 97 pass 87 pass 115 pass 123 pass pass
C6 ABC198 plate3 173 pass 90 pass 177 pass 131 pass 97 pass 87 pass 115 pass 123 pass pass
C7 ABC031 plate1 134 pass 79 pass 176 pass 160 pass 130 pass 95 pass 125 pass 144 pass pass
C7 ABC115 plate2 134 pass 79 pass 176 pass 160 pass 130 pass 95 pass 125 pass 144 pass pass
C7 ABC199 plate3 134 pass 79 pass 176 pass 160 pass 130 pass 95 pass 125 pass 144 pass pass
C8 ABC032 plate1 143 pass 78 pass 157 pass 178 pass 89 pass 77 pass 131 pass 114 pass pass
C8 ABC116 plate2 143 pass 78 pass 157 pass 178 pass 89 pass 77 pass 131 pass 114 pass pass
C8 ABC200 plate3 143 pass 78 pass 157 pass 178 pass 89 pass 77 pass 131 pass 114 pass pass
C9 ABC033 plate1 168 pass 88 pass 193 pass 140 pass 92 pass 69 pass 117 pass 127 pass pass
C9 ABC117 plate2 168 pass 88 pass 193 pass 140 pass 92 pass 69 pass 117 pass 127 pass pass
C9 ABC201 plate3 168 pass 88 pass 193 pass 140 pass 92 pass 69 pass 117 pass 127 pass pass
D1 ABC037 plate1 133 pass 88 pass 216 pass 182 pass 90 pass 83 pass 138 pass 127 pass pass
D1 ABC121 plate2 133 pass 88 pass 216 pass 182 pass 90 pass 83 pass 138 pass 127 pass pass
D1 ABC205 plate3 133 pass 88 pass 216 pass 182 pass 90 pass 83 pass 138 pass 127 pass pass
D10 ABC046 plate1 142 pass 90 pass 190 pass 179 pass 108 pass 81 pass 120 pass 134 pass pass
D10 ABC130 plate2 142 pass 90 pass 190 pass 179 pass 108 pass 81 pass 120 pass 134 pass pass
D10 ABC214 plate3 142 pass 90 pass 190 pass 179 pass 108 pass 81 pass 120 pass 134 pass pass
D11 ABC047 plate1 115 pass 78 pass 178 pass 131 pass 84 pass 69 pass 91 pass 119 pass pass
D11 ABC131 plate2 115 pass 78 pass 178 pass 131 pass 84 pass 69 pass 91 pass 119 pass pass
D11 ABC215 plate3 115 pass 78 pass 178 pass 131 pass 84 pass 69 pass 91 pass 119 pass pass
D12 ABC048 plate1 169 pass 82 pass 194 pass 183 pass 100 pass 81 pass 113 pass 147 pass pass
D12 ABC132 plate2 169 pass 82 pass 194 pass 183 pass 100 pass 81 pass 113 pass 147 pass pass
D12 ABC216 plate3 169 pass 82 pass 194 pass 183 pass 100 pass 81 pass 113 pass 147 pass pass
D2 ABC038 plate1 140 pass 76 pass 191 pass 176 pass 126 pass 82 pass 129 pass 136 pass pass
D2 ABC122 plate2 140 pass 76 pass 191 pass 176 pass 126 pass 82 pass 129 pass 136 pass pass
D2 ABC206 plate3 140 pass 76 pass 191 pass 176 pass 126 pass 82 pass 129 pass 136 pass pass
D3 ABC039 plate1 150 pass 86 pass 196 pass 168 pass 103 pass 84 pass 133 pass 145 pass pass
D3 ABC123 plate2 150 pass 86 pass 196 pass 168 pass 103 pass 84 pass 133 pass 145 pass pass
D3 ABC207 plate3 150 pass 86 pass 196 pass 168 pass 103 pass 84 pass 133 pass 145 pass pass
D4 ABC040 plate1 165 pass 88 pass 216 pass 197 pass 116 pass 77 pass 132 pass 134 pass pass
D4 ABC124 plate2 165 pass 88 pass 216 pass 197 pass 116 pass 77 pass 132 pass 134 pass pass
D4 ABC208 plate3 165 pass 88 pass 216 pass 197 pass 116 pass 77 pass 132 pass 134 pass pass
D5 ABC041 plate1 170 pass 96 pass 200 pass 203 pass 109 pass 94 pass 131 pass 124 pass pass
D5 ABC125 plate2 170 pass 96 pass 200 pass 203 pass 109 pass 94 pass 131 pass 124 pass pass
D5 ABC209 plate3 170 pass 96 pass 200 pass 203 pass 109 pass 94 pass 131 pass 124 pass pass
D6 ABC042 plate1 155 pass 93 pass 205 pass 140 pass 118 pass 81 pass 113 pass 138 pass pass
D6 ABC126 plate2 155 pass 93 pass 205 pass 140 pass 118 pass 81 pass 113 pass 138 pass pass
D6 ABC210 plate3 155 pass 93 pass 205 pass 140 pass 118 pass 81 pass 113 pass 138 pass pass
D7 ABC043 plate1 169 pass 89 pass 177 pass 178 pass 89 pass 72 pass 108 pass 125 pass pass
D7 ABC127 plate2 169 pass 89 pass 177 pass 178 pass 89 pass 72 pass 108 pass 125 pass pass
D7 ABC211 plate3 169 pass 89 pass 177 pass 178 pass 89 pass 72 pass 108 pass 125 pass pass
D8 ABC044 plate1 152 pass 104 pass 202 pass 182 pass 105 pass 77 pass 130 pass 150 pass pass
D8 ABC128 plate2 152 pass 104 pass 202 pass 182 pass 105 pass 77 pass 130 pass 150 pass pass
D8 ABC212 plate3 152 pass 104 pass 202 pass 182 pass 105 pass 77 pass 130 pass 150 pass pass
D9 ABC045 plate1 121 pass 79 pass 166 pass 138 pass 101 pass 64 pass 109 pass 130 pass pass
D9 ABC129 plate2 121 pass 79 pass 166 pass 138 pass 101 pass 64 pass 109 pass 130 pass pass
D9 ABC213 plate3 121 pass 79 pass 166 pass 138 pass 101 pass 64 pass 109 pass 130 pass pass
E1 ABC049 plate1 128 pass 86 pass 190 pass 173 pass 93 pass 69 pass 126 pass 117 pass pass
E1 ABC133 plate2 128 pass 86 pass 190 pass 173 pass 93 pass 69 pass 126 pass 117 pass pass
E1 ABC217 plate3 128 pass 86 pass 190 pass 173 pass 93 pass 69 pass 126 pass 117 pass pass
E10 ABC058 plate1 145 pass 100 pass 191 pass 165 pass 114 pass 73 pass 112 pass 128 pass pass
E10 ABC142 plate2 145 pass 100 pass 191 pass 165 pass 114 pass 73 pass 112 pass 128 pass pass
E10 ABC226 plate3 145 pass 100 pass 191 pass 165 pass 114 pass 73 pass 112 pass 128 pass pass
E11 ABC059 plate1 133 pass 82 pass 178 pass 134 pass 79 pass 76 pass 106 pass 118 pass pass
E11 ABC143 plate2 133 pass 82 pass 178 pass 134 pass 79 pass 76 pass 106 pass 118 pass pass
E11 ABC227 plate3 133 pass 82 pass 178 pass 134 pass 79 pass 76 pass 106 pass 118 pass pass
E12 ABC060 plate1 137 pass 77 pass 181 pass 161 pass 99 pass 64 pass 108 pass 125 pass pass
E12 ABC144 plate2 137 pass 77 pass 181 pass 161 pass 99 pass 64 pass 108 pass 125 pass pass
E12 ABC228 plate3 137 pass 77 pass 181 pass 161 pass 99 pass 64 pass 108 pass 125 pass pass
E2 ABC050 plate1 140 pass 93 pass 199 pass 199 pass 85 pass 88 pass 125 pass 144 pass pass
E2 ABC134 plate2 140 pass 93 pass 199 pass 199 pass 85 pass 88 pass 125 pass 144 pass pass
E2 ABC218 plate3 140 pass 93 pass 199 pass 199 pass 85 pass 88 pass 125 pass 144 pass pass
E3 ABC051 plate1 132 pass 75 pass 158 pass 166 pass 125 pass 91 pass 111 pass 141 pass pass
E3 ABC135 plate2 132 pass 75 pass 158 pass 166 pass 125 pass 91 pass 111 pass 141 pass pass
E3 ABC219 plate3 132 pass 75 pass 158 pass 166 pass 125 pass 91 pass 111 pass 141 pass pass
E4 ABC052 plate1 152 pass 105 pass 204 pass 157 pass 96 pass 51 pass 111 pass 164 pass pass
E4 ABC136 plate2 152 pass 105 pass 204 pass 157 pass 96 pass 51 pass 111 pass 164 pass pass
E4 ABC220 plate3 152 pass 105 pass 204 pass 157 pass 96 pass 51 pass 111 pass 164 pass pass
E5 ABC053 plate1 164 pass 87 pass 203 pass 181 pass 109 pass 86 pass 117 pass 118 pass pass
E5 ABC137 plate2 164 pass 87 pass 203 pass 181 pass 109 pass 86 pass 117 pass 118 pass pass
E5 ABC221 plate3 164 pass 87 pass 203 pass 181 pass 109 pass 86 pass 117 pass 118 pass pass
E6 ABC054 plate1 121 pass 89 pass 191 pass 195 pass 107 pass 84 pass 122 pass 133 pass pass
E6 ABC138 plate2 121 pass 89 pass 191 pass 195 pass 107 pass 84 pass 122 pass 133 pass pass
E6 ABC222 plate3 121 pass 89 pass 191 pass 195 pass 107 pass 84 pass 122 pass 133 pass pass
E7 ABC055 plate1 146 pass 82 pass 162 pass 136 pass 101 pass 72 pass 125 pass 147 pass pass
E7 ABC139 plate2 146 pass 82 pass 162 pass 136 pass 101 pass 72 pass 125 pass 147 pass pass
E7 ABC223 plate3 146 pass 82 pass 162 pass 136 pass 101 pass 72 pass 125 pass 147 pass pass
E8 ABC056 plate1 163 pass 77 pass 210 pass 176 pass 117 pass 75 pass 138 pass 125 pass pass
E8 ABC140 plate2 163 pass 77 pass 210 pass 176 pass 117 pass 75 pass 138 pass 125 pass pass
E8 ABC224 plate3 163 pass 77 pass 210 pass 176 pass 117 pass 75 pass 138 pass 125 pass pass
E9 ABC057 plate1 139 pass 75 pass 144 pass 131 pass 98 pass 90 pass 90 pass 115 pass pass
E9 ABC141 plate2 139 pass 75 pass 144 pass 131 pass 98 pass 90 pass 90 pass 115 pass pass
E9 ABC225 plate3 139 pass 75 pass 144 pass 131 pass 98 pass 90 pass 90 pass 115 pass pass
F1 ABC061 plate1 149 pass 87 pass 170 pass 127 pass 94 pass 85 pass 120 pass 120 pass pass
F1 ABC145 plate2 149 pass 87 pass 170 pass 127 pass 94 pass 85 pass 120 pass 120 pass pass
F1 ABC229 plate3 149 pass 87 pass 170 pass 127 pass 94 pass 85 pass 120 pass 120 pass pass
F10 ABC070 plate1 151 pass 93 pass 192 pass 157 pass 140 pass 79 pass 140 pass 126 pass pass
F10 ABC154 plate2 151 pass 93 pass 192 pass 157 pass 140 pass 79 pass 140 pass 126 pass pass
F10 ABC238 plate3 151 pass 93 pass 192 pass 157 pass 140 pass 79 pass 140 pass 126 pass pass
F11 ABC071 plate1 126 pass 72 pass 221 pass 141 pass 116 pass 65 pass 97 pass 129 pass pass
F11 ABC155 plate2 126 pass 72 pass 221 pass 141 pass 116 pass 65 pass 97 pass 129 pass pass
F11 ABC239 plate3 126 pass 72 pass 221 pass 141 pass 116 pass 65 pass 97 pass 129 pass pass
F12 ABC072 plate1 151 pass 80 pass 170 pass 176 pass 98 pass 86 pass 110 pass 113 pass pass
F12 ABC156 plate2 151 pass 80 pass 170 pass 176 pass 98 pass 86 pass 110 pass 113 pass pass
F12 ABC240 plate3 151 pass 80 pass 170 pass 176 pass 98 pass 86 pass 110 pass 113 pass pass
F2 ABC062 plate1 163 pass 87 pass 153 pass 162 pass 100 pass 66 pass 98 pass 119 pass pass
F2 ABC146 plate2 163 pass 87 pass 153 pass 162 pass 100 pass 66 pass 98 pass 119 pass pass
F2 ABC230 plate3 163 pass 87 pass 153 pass 162 pass 100 pass 66 pass 98 pass 119 pass pass
F3 ABC063 plate1 103 pass 85 pass 158 pass 167 pass 84 pass 84 pass 90 pass 126 pass pass
F3 ABC147 plate2 103 pass 85 pass 158 pass 167 pass 84 pass 84 pass 90 pass 126 pass pass
F3 ABC231 plate3 103 pass 85 pass 158 pass 167 pass 84 pass 84 pass 90 pass 126 pass pass
F4 ABC064 plate1 149 pass 85 pass 174 pass 177 pass 128 pass 90 pass 137 pass 137 pass pass
F4 ABC148 plate2 149 pass 85 pass 174 pass 177 pass 128 pass 90 pass 137 pass 137 pass pass
F4 ABC232 plate3 149 pass 85 pass 174 pass 177 pass 128 pass 90 pass 137 pass 137 pass pass
F5 ABC065 plate1 125 pass 79 pass 171 pass 151 pass 113 pass 99 pass 107 pass 146 pass pass
F5 ABC149 plate2 125 pass 79 pass 171 pass 151 pass 113 pass 99 pass 107 pass 146 pass pass
F5 ABC233 plate3 125 pass 79 pass 171 pass 151 pass 113 pass 99 pass 107 pass 146 pass pass
F6 ABC066 plate1 133 pass 87 pass 195 pass 160 pass 107 pass 67 pass 132 pass 114 pass pass
F6 ABC150 plate2 133 pass 87 pass 195 pass 160 pass 107 pass 67 pass 132 pass 114 pass pass
F6 ABC234 plate3 133 pass 87 pass 195 pass 160 pass 107 pass 67 pass 132 pass 114 pass pass
F7 ABC067 plate1 144 pass 74 pass 155 pass 159 pass 101 pass 80 pass 99 pass 124 pass pass
F7 ABC151 plate2 144 pass 74 pass 155 pass 159 pass 101 pass 80 pass 99 pass 124 pass pass
F7 ABC235 plate3 144 pass 74 pass 155 pass 159 pass 101 pass 80 pass 99 pass 124 pass pass
F8 ABC068 plate1 161 pass 89 pass 212 pass 158 pass 118 pass 70 pass 128 pass 156 pass pass
F8 ABC152 plate2 161 pass 89 pass 212 pass 158 pass 118 pass 70 pass 128 pass 156 pass pass
F8 ABC236 plate3 161 pass 89 pass 212 pass 158 pass 118 pass 70 pass 128 pass 156 pass pass
F9 ABC069 plate1 140 pass 76 pass 187 pass 176 pass 101 pass 85 pass 119 pass 126 pass pass
F9 ABC153 plate2 140 pass 76 pass 187 pass 176 pass 101 pass 85 pass 119 pass 126 pass pass
F9 ABC237 plate3 140 pass 76 pass 187 pass 176 pass 101 pass 85 pass 119 pass 126 pass pass
G1 ABC073 plate1 155 pass 85 pass 166 pass 168 pass 108 pass 60 pass 101 pass 136 pass pass
G1 ABC157 plate2 155 pass 85 pass 166 pass 168 pass 108 pass 60 pass 101 pass 136 pass pass
G1 ABC241 plate3 155 pass 85 pass 166 pass 168 pass 108 pass 60 pass 101 pass 136 pass pass
G10 ABC082 plate1 132 pass 67 pass 167 pass 119 pass 78 pass 59 pass 84 pass 108 pass pass
G10 ABC166 plate2 132 pass 67 pass 167 pass 119 pass 78 pass 59 pass 84 pass 108 pass pass
G10 ABC250 plate3 132 pass 67 pass 167 pass 119 pass 78 pass 59 pass 84 pass 108 pass pass
G11 ABC083 plate1 117 pass 83 pass 138 pass 142 pass 83 pass 71 pass 90 pass 104 pass pass
G11 ABC167 plate2 117 pass 83 pass 138 pass 142 pass 83 pass 71 pass 90 pass 104 pass pass
G11 ABC251 plate3 117 pass 83 pass 138 pass 142 pass 83 pass 71 pass 90 pass 104 pass pass
G12 ABC084 plate1 124 pass 95 pass 171 pass 140 pass 95 pass 73 pass 119 pass 111 pass pass
G12 ABC168 plate2 124 pass 95 pass 171 pass 140 pass 95 pass 73 pass 119 pass 111 pass pass
G12 ABC252 plate3 124 pass 95 pass 171 pass 140 pass 95 pass 73 pass 119 pass 111 pass pass
G2 ABC074 plate1 112 pass 74 pass 173 pass 154 pass 90 pass 73 pass 122 pass 119 pass pass
G2 ABC158 plate2 112 pass 74 pass 173 pass 154 pass 90 pass 73 pass 122 pass 119 pass pass
G2 ABC242 plate3 112 pass 74 pass 173 pass 154 pass 90 pass 73 pass 122 pass 119 pass pass
G3 ABC075 plate1 158 pass 95 pass 183 pass 148 pass 106 pass 79 pass 116 pass 164 pass pass
G3 ABC159 plate2 158 pass 95 pass 183 pass 148 pass 106 pass 79 pass 116 pass 164 pass pass
G3 ABC243 plate3 158 pass 95 pass 183 pass 148 pass 106 pass 79 pass 116 pass 164 pass pass
G4 ABC076 plate1 142 pass 85 pass 174 pass 196 pass 102 pass 82 pass 131 pass 106 pass pass
G4 ABC160 plate2 142 pass 85 pass 174 pass 196 pass 102 pass 82 pass 131 pass 106 pass pass
G4 ABC244 plate3 142 pass 85 pass 174 pass 196 pass 102 pass 82 pass 131 pass 106 pass pass
G5 ABC077 plate1 133 pass 79 pass 165 pass 161 pass 91 pass 80 pass 107 pass 111 pass pass
G5 ABC161 plate2 133 pass 79 pass 165 pass 161 pass 91 pass 80 pass 107 pass 111 pass pass
G5 ABC245 plate3 133 pass 79 pass 165 pass 161 pass 91 pass 80 pass 107 pass 111 pass pass
G6 ABC078 plate1 120 pass 85 pass 155 pass 137 pass 81 pass 75 pass 104 pass 97 pass pass
G6 ABC162 plate2 120 pass 85 pass 155 pass 137 pass 81 pass 75 pass 104 pass 97 pass pass
G6 ABC246 plate3 120 pass 85 pass 155 pass 137 pass 81 pass 75 pass 104 pass 97 pass pass
G7 ABC079 plate1 135 pass 72 pass 165 pass 143 pass 74 pass 70 pass 121 pass 138 pass pass
G7 ABC163 plate2 135 pass 72 pass 165 pass 143 pass 74 pass 70 pass 121 pass 138 pass pass
G7 ABC247 plate3 135 pass 72 pass 165 pass 143 pass 74 pass 70 pass 121 pass 138 pass pass
G8 ABC080 plate1 132 pass 72 pass 180 pass 130 pass 104 pass 72 pass 96 pass 114 pass pass
G8 ABC164 plate2 132 pass 72 pass 180 pass 130 pass 104 pass 72 pass 96 pass 114 pass pass
G8 ABC248 plate3 132 pass 72 pass 180 pass 130 pass 104 pass 72 pass 96 pass 114 pass pass
G9 ABC081 plate1 113 pass 85 pass 146 pass 122 pass 100 pass 53 pass 90 pass 111 pass pass
G9 ABC165 plate2 113 pass 85 pass 146 pass 122 pass 100 pass 53 pass 90 pass 111 pass pass
G9 ABC249 plate3 113 pass 85 pass 146 pass 122 pass 100 pass 53 pass 90 pass 111 pass pass
H1 ABC085 plate1 145 pass 101 pass 211 pass 167 pass 129 pass 96 pass 132 pass 140 pass pass
H1 ABC169 plate2 145 pass 101 pass 211 pass 167 pass 129 pass 96 pass 132 pass 140 pass pass
H1 ABC253 plate3 145 pass 101 pass 211 pass 167 pass 129 pass 96 pass 132 pass 140 pass pass
H10 ABC094 plate1 122 pass 55 pass 139 pass 132 pass 81 pass 62 pass 84 pass 124 pass pass
H10 ABC178 plate2 122 pass 55 pass 139 pass 132 pass 81 pass 62 pass 84 pass 124 pass pass
H10 ABC262 plate3 122 pass 55 pass 139 pass 132 pass 81 pass 62 pass 84 pass 124 pass pass
H11 ABC095 plate1 101 pass 70 pass 131 pass 141 pass 72 pass 74 pass 89 pass 86 pass pass
H11 ABC179 plate2 101 pass 70 pass 131 pass 141 pass 72 pass 74 pass 89 pass 86 pass pass
H11 ABC263 plate3 101 pass 70 pass 131 pass 141 pass 72 pass 74 pass 89 pass 86 pass pass
H12 ABC096 plate1 117 pass 67 pass 161 pass 142 pass 81 pass 76 pass 83 pass 127 pass pass
H12 ABC180 plate2 117 pass 67 pass 161 pass 142 pass 81 pass 76 pass 83 pass 127 pass pass
H12 ABC264 plate3 117 pass 67 pass 161 pass 142 pass 81 pass 76 pass 83 pass 127 pass pass
H2 ABC086 plate1 148 pass 77 pass 192 pass 156 pass 100 pass 91 pass 118 pass 115 pass pass
H2 ABC170 plate2 148 pass 77 pass 192 pass 156 pass 100 pass 91 pass 118 pass 115 pass pass
H2 ABC254 plate3 148 pass 77 pass 192 pass 156 pass 100 pass 91 pass 118 pass 115 pass pass
H3 ABC087 plate1 126 pass 83 pass 161 pass 145 pass 94 pass 62 pass 94 pass 122 pass pass
H3 ABC171 plate2 126 pass 83 pass 161 pass 145 pass 94 pass 62 pass 94 pass 122 pass pass
H3 ABC255 plate3 126 pass 83 pass 161 pass 145 pass 94 pass 62 pass 94 pass 122 pass pass
H4 ABC088 plate1 116 pass 86 pass 166 pass 169 pass 90 pass 82 pass 116 pass 136 pass pass
H4 ABC172 plate2 116 pass 86 pass 166 pass 169 pass 90 pass 82 pass 116 pass 136 pass pass
H4 ABC256 plate3 116 pass 86 pass 166 pass 169 pass 90 pass 82 pass 116 pass 136 pass pass
H5 ABC089 plate1 136 pass 65 pass 161 pass 135 pass 108 pass 56 pass 109 pass 100 pass pass
H5 ABC173 plate2 136 pass 65 pass 161 pass 135 pass 108 pass 56 pass 109 pass 100 pass pass
H5 ABC257 plate3 136 pass 65 pass 161 pass 135 pass 108 pass 56 pass 109 pass 100 pass pass
H6 ABC090 plate1 105 pass 58 pass 145 pass 140 pass 72 pass 56 pass 82 pass 116 pass pass
H6 ABC174 plate2 105 pass 58 pass 145 pass 140 pass 72 pass 56 pass 82 pass 116 pass pass
H6 ABC258 plate3 105 pass 58 pass 145 pass 140 pass 72 pass 56 pass 82 pass 116 pass pass
H7 ABC091 plate1 103 pass 89 pass 139 pass 126 pass 96 pass 71 pass 92 pass 97 pass pass
H7 ABC175 plate2 103 pass 89 pass 139 pass 126 pass 96 pass 71 pass 92 pass 97 pass pass
H7 ABC259 plate3 103 pass 89 pass 139 pass 126 pass 96 pass 71 pass 92 pass 97 pass pass
H8 ABC092 plate1 154 pass 101 pass 183 pass 130 pass 109 pass 83 pass 130 pass 131 pass pass
H8 ABC176 plate2 154 pass 101 pass 183 pass 130 pass 109 pass 83 pass 130 pass 131 pass pass
H8 ABC260 plate3 154 pass 101 pass 183 pass 130 pass 109 pass 83 pass 130 pass 131 pass pass
H9 ABC093 plate1 105 pass 68 pass 159 pass 143 pass 79 pass 72 pass 86 pass 101 pass pass
H9 ABC177 plate2 105 pass 68 pass 159 pass 143 pass 79 pass 72 pass 86 pass 101 pass pass
H9 ABC261 plate3 105 pass 68 pass 159 pass 143 pass 79 pass 72 pass 86 pass 101 pass pass

You can also visualise QC results using the sero_data and qc_results variables.

1.1.4.1 Standard Curve Plot

The plotStds() function plots the standard curve, generated from the antibody data from the standards you indicated in your plate layout (e.g. S1-S10) and Median Fluorescent Intensity (MFI) units are displayed in log10-adjusted scale.

In the case of the PvSeroTAT multi-antigen panel, the antigens will be displayed and in general your standard curves should look relatively linear (only when the y-axis is on log-adjusted scale).

Important

For your standard curve, if you have pooled positive control plasma from highly immune adults from:

  • Papua New Guinea (PNG): write location = "PNG"
  • Ethiopia (ETH): write location = "ETH".
Note

Note that the grey dots in the background indicate the standard curve range observed at WEHI for PNG or Ethiopian samples where there are known differences in the standard curve.

plotStds(sero_data, location = "PNG", experiment_name = "experiment1")
#> Warning in ggplot2::geom_point(data = stds_1, aes(x = Sample, y = MFI, color =
#> Plate, : Ignoring unknown aesthetics: text
#> Warning: Removed 250 rows containing missing values or values outside the scale range
#> (`geom_point()`).

For more information on how to interrogate and visualise standard curves, see the Explore Standard Curves page.

1.1.4.2 Bead Counts QC Plot

The plotCounts() function provides a summary of the bead counts for each plate well are displayed, with blue indicating there are sufficient beads (≥15) or red when there are not enough. If any of the wells are red, they should be double-checked manually and re-run on a new plate if required.

plotCounts(qc_results, experiment_name = "experiment1")

getRepeats(qc_results, plate_list)

The getRepeats() function will inform you whether there are “No repeats necessary” or provide a list of samples to be re-run. In the example data, the beads in plate 2 wells A1 and A2 will need to be repeated.

Location SampleID Plate QC
A1 Blank1 plate2 fail
A2 Blank2 plate2 fail

For more information on how to visualise these data, see the Bead Counts page.

1.1.4.3 Blanks QC Plot

The Median Fluorescent Intensity (MFI) units for each antigen is displayed for your blank samples. In general, each blank sample should have ≤50 MFI for each antigen, if they are higher they should be cross-checked manually.

plotBlanks(sero_data, experiment_name = "experiment1")

In the example data, blank samples recorded higher MFI values for LF005 on plate 1 and should be checked to confirm this is expected from the assay.

1.1.5 Step 3: MFI to RAU conversion

The automated data processing allows you to convert your Median Fluorescent Intensity (MFI) data into Relative Antibody Units (RAU) by fitting a 5-parameter logistic function to the standard curve on a per-antigen level using the MFItoRAU() function suite.

Key input variables:

  • sero_data, plate_list, qc_results: Previously defined variables from the readSeroData(), readPlateLayout() and runQC() functions.
  • std_point: Standard Point Curve: 5 = 5-point curve, 10 = 10-point curve.
Tip

If you are using the PvSeroTAT algorithm and have used pooled positive control plasma from highly immune adults from Papua New Guinea (PNG) for your standard curve, then use the MFItoRAU() and plotModel() functions.

If you are NOT performing P. vivax serology-related work for classification, then you can also use these functions.

mfi_to_rau_output <- MFItoRAU(
  sero_data = sero_data, 
  plate_list = plate_list,
  qc_results = qc_results, 
  std_point = 10
)

The mfi_to_rau_output variable contains the processed MFI and RAU data for each antigen per sample. There are three data frames output from this variable:

  1. [[1]]: Contains correct SampleID’s, well number and letters, MFI and RAU values per antigen and QC results.
  2. [[2]]: Contains correct SampleID’s, MFI and RAU values per antigen and QC results. Cleaner data frame!
  3. [[3]]: Raw MFI to RAU conversion data per antigen.

If you are using the PvSeroTAT algorithm, we need to save it into a variable to use it for classification in the next step!

mfi_to_rau_output[[2]]
SampleID Plate PvEBP_MFI PvEBP_Dilution Pv-fam-a_MFI Pv-fam-a_Dilution PvMSP5_MFI PvMSP5_Dilution PvMSP1-19_MFI PvMSP1-19_Dilution PvMSP8_MFI PvMSP8_Dilution PvRBP2b_MFI PvRBP2b_Dilution PvPTEX150_MFI PvPTEX150_Dilution PvCSS_MFI PvCSS_Dilution Location.2 QC_total
ABC013 plate1 2712.0 0.0008182 1569.0 0.0013984 673.0 0.0002178 327.0 0.0001307 182.0 0.0000544 1068.0 0.0005770 936.0 0.0008128 223.0 0.0002842 B1 pass
ABC014 plate1 134.0 0.0000505 378.0 0.0003778 117.0 0.0000420 197.0 0.0000830 58.0 0.0000195 465.5 0.0002524 122.0 0.0001229 93.0 0.0001354 B2 pass
ABC015 plate1 182.0 0.0000672 209.0 0.0002221 208.0 0.0000724 374.0 0.0001473 221.5 0.0000657 463.0 0.0002511 293.0 0.0002782 868.0 0.0008855 B3 pass
ABC016 plate1 152.0 0.0000569 229.5 0.0002418 101.0 0.0000364 89.0 0.0000400 48.0 0.0000195 591.0 0.0003184 109.0 0.0001103 110.0 0.0001568 B4 pass
ABC017 plate1 1135.0 0.0003416 236.0 0.0002480 299.0 0.0001016 507.0 0.0001933 209.5 0.0000623 671.0 0.0003606 1665.5 0.0014239 266.0 0.0003288 B5 pass
ABC018 plate1 174.0 0.0000645 395.0 0.0003929 175.0 0.0000615 78.0 0.0000353 70.0 0.0000213 103.0 0.0000486 294.5 0.0002795 92.0 0.0001341 B6 pass
ABC019 plate1 421.0 0.0001412 2081.5 0.0018592 529.0 0.0001734 149.0 0.0000645 962.0 0.0002753 1441.5 0.0007980 241.0 0.0002325 282.0 0.0003450 B7 pass
ABC020 plate1 24.0 0.0000195 49.0 0.0000508 22.0 0.0000195 13.0 0.0000195 15.5 0.0000195 14.0 0.0000195 28.0 0.0000257 17.0 0.0000216 B8 pass
ABC021 plate1 24.0 0.0000195 45.0 0.0000457 22.0 0.0000195 13.0 0.0000195 16.0 0.0000195 13.0 0.0000195 29.0 0.0000269 17.0 0.0000216 B9 pass
ABC022 plate1 21464.0 0.0200000 11789.0 0.0194207 2508.5 0.0008140 8001.0 0.0034202 2342.0 0.0006996 1386.0 0.0007638 1992.0 0.0017080 2927.0 0.0028056 B10 pass
ABC023 plate1 795.0 0.0002470 6135.5 0.0066817 407.0 0.0001356 273.0 0.0001112 535.5 0.0001541 1575.0 0.0008823 8821.0 0.0103646 998.0 0.0010006 B11 pass
ABC024 plate1 1574.0 0.0004662 348.5 0.0003515 892.0 0.0002854 288.0 0.0001167 306.0 0.0000897 590.0 0.0003179 315.0 0.0002972 366.0 0.0004277 B12 pass
ABC025 plate1 146.0 0.0000548 408.5 0.0004048 1130.5 0.0003595 83.0 0.0000374 100.0 0.0000303 301.0 0.0001647 652.0 0.0005794 130.0 0.0001809 C1 pass
ABC026 plate1 1330.5 0.0003966 3036.0 0.0027886 965.0 0.0003080 174.0 0.0000742 79.0 0.0000240 1090.0 0.0005895 179.0 0.0001766 92.0 0.0001341 C2 pass
ABC027 plate1 358.0 0.0001226 4074.5 0.0039278 335.5 0.0001132 140.0 0.0000609 390.0 0.0001133 6704.0 0.0106539 8814.0 0.0103523 5627.0 0.0060087 C3 pass
ABC028 plate1 481.0 0.0001586 1870.0 0.0016662 421.0 0.0001399 182.5 0.0000775 1777.5 0.0005192 2390.0 0.0014748 2465.0 0.0021344 411.0 0.0004708 C4 pass
ABC029 plate1 551.0 0.0001787 1282.0 0.0011494 331.5 0.0001119 165.0 0.0000707 77.0 0.0000234 244.0 0.0001333 579.0 0.0005192 229.0 0.0002905 C5 pass
ABC030 plate1 943.0 0.0002881 584.5 0.0005573 235.0 0.0000811 135.0 0.0000589 3017.0 0.0009290 1034.0 0.0005579 4928.0 0.0047086 7730.0 0.0093027 C6 pass
ABC031 plate1 532.5 0.0001734 1533.0 0.0013669 315.0 0.0001067 210.0 0.0000879 2575.5 0.0007773 2903.0 0.0019346 2779.0 0.0024283 7300.0 0.0085605 C7 pass
ABC032 plate1 768.0 0.0002395 12605.0 0.0200000 409.0 0.0001362 7632.0 0.0032068 9860.0 0.0042219 13703.0 0.0200000 5612.0 0.0055463 6383.0 0.0070994 C8 pass
ABC033 plate1 130.0 0.0000491 239.5 0.0002513 72.0 0.0000261 64.0 0.0000291 37.0 0.0000195 156.0 0.0000822 204.0 0.0001993 49.0 0.0000748 C9 pass
ABC034 plate1 40.0 0.0000195 60.0 0.0000643 37.0 0.0000195 25.0 0.0000195 26.5 0.0000195 23.5 0.0000195 40.0 0.0000391 27.0 0.0000396 C10 pass
ABC035 plate1 167.0 0.0000621 605.0 0.0005748 253.0 0.0000869 329.0 0.0001314 3973.0 0.0012803 1426.5 0.0007887 803.0 0.0007035 1670.0 0.0016005 C11 pass
ABC036 plate1 1879.0 0.0005558 4562.0 0.0045156 415.0 0.0001381 18287.0 0.0135998 11482.5 0.0053044 12031.0 0.0200000 4830.5 0.0045939 4217.0 0.0042145 C12 pass
ABC037 plate1 256.0 0.0000913 1507.0 0.0013441 117.0 0.0000420 129.0 0.0000565 168.0 0.0000503 488.0 0.0002643 908.0 0.0007898 87.0 0.0001276 D1 pass
ABC038 plate1 24.0 0.0000195 49.0 0.0000508 22.0 0.0000195 12.0 0.0000195 15.0 0.0000195 14.0 0.0000195 29.0 0.0000269 17.0 0.0000216 D2 pass
ABC039 plate1 384.0 0.0001304 1708.0 0.0015212 326.0 0.0001102 1172.5 0.0004159 986.0 0.0002822 1041.0 0.0005618 299.5 0.0002838 149.0 0.0002031 D3 pass
ABC040 plate1 210.0 0.0000765 512.0 0.0004950 221.0 0.0000766 191.0 0.0000807 89.0 0.0000270 203.0 0.0001100 410.0 0.0003782 174.5 0.0002318 D4 pass
ABC041 plate1 351.5 0.0001207 312.0 0.0003185 165.5 0.0000584 88.0 0.0000396 66.0 0.0000201 205.0 0.0001111 200.0 0.0001957 183.0 0.0002412 D5 pass
ABC042 plate1 1278.0 0.0003817 5810.0 0.0061971 275.0 0.0000940 230.5 0.0000956 137.0 0.0000413 2032.0 0.0011964 1762.0 0.0015070 1241.0 0.0012158 D6 pass
ABC043 plate1 318.0 0.0001106 397.0 0.0003947 130.0 0.0000464 130.5 0.0000571 78.0 0.0000237 903.0 0.0004852 1513.5 0.0012942 325.0 0.0003878 D7 pass
ABC044 plate1 493.5 0.0001622 2980.5 0.0027317 401.0 0.0001337 5932.5 0.0023118 3536.0 0.0011158 4699.5 0.0044115 574.0 0.0005151 5389.0 0.0056849 D8 pass
ABC045 plate1 9686.0 0.0051627 873.0 0.0008018 333.0 0.0001124 166.0 0.0000711 791.0 0.0002263 1093.0 0.0005912 417.5 0.0003846 262.0 0.0003247 D9 pass
ABC046 plate1 777.5 0.0002422 581.0 0.0005543 241.5 0.0000832 173.0 0.0000738 1479.5 0.0004278 899.0 0.0004831 1504.0 0.0012861 260.0 0.0003226 D10 pass
ABC047 plate1 455.0 0.0001511 416.5 0.0004119 126.0 0.0000450 67.0 0.0000305 48.0 0.0000195 400.0 0.0002178 183.0 0.0001802 61.0 0.0000923 D11 pass
ABC048 plate1 202.0 0.0000739 1142.0 0.0010297 137.5 0.0000490 176.0 0.0000750 204.5 0.0000608 1090.0 0.0005895 504.0 0.0004570 459.0 0.0005160 D12 pass
ABC049 plate1 333.5 0.0001153 623.5 0.0005906 368.0 0.0001234 10430.0 0.0050223 2340.0 0.0006990 4375.0 0.0038292 1650.0 0.0014106 7801.5 0.0094299 E1 pass
ABC050 plate1 561.0 0.0001815 7984.0 0.0098569 441.0 0.0001462 128.0 0.0000561 141.0 0.0000425 1993.0 0.0011679 2147.0 0.0018457 1502.0 0.0014488 E2 pass
ABC051 plate1 506.5 0.0001660 340.0 0.0003438 152.5 0.0000540 147.0 0.0000637 90.0 0.0000273 600.0 0.0003231 2178.0 0.0018735 170.0 0.0002268 E3 pass
ABC052 plate1 254.0 0.0000907 367.0 0.0003680 392.5 0.0001310 89.0 0.0000400 142.5 0.0000429 280.0 0.0001532 298.0 0.0002825 138.0 0.0001903 E4 pass
ABC053 plate1 888.0 0.0002729 1955.0 0.0017433 438.0 0.0001452 173.0 0.0000738 507.0 0.0001461 1009.0 0.0005439 709.0 0.0006263 2040.0 0.0019413 E5 pass
ABC054 plate1 426.0 0.0001427 1877.0 0.0016726 186.0 0.0000651 9767.0 0.0045487 15945.0 0.0090314 10073.0 0.0200000 1585.5 0.0013554 1124.0 0.0011121 E6 pass
ABC055 plate1 5733.0 0.0020975 1301.5 0.0011662 1920.5 0.0006138 220.5 0.0000919 4833.0 0.0016241 2340.0 0.0014340 5329.0 0.0051925 2369.0 0.0022533 E7 pass
ABC056 plate1 19092.0 0.0200000 14422.0 0.0200000 1993.0 0.0006379 12836.5 0.0070091 7426.0 0.0028312 11930.0 0.0200000 4826.0 0.0045887 3468.5 0.0033729 E8 pass
ABC057 plate1 596.0 0.0001914 15139.0 0.0200000 371.5 0.0001245 229.0 0.0000950 535.5 0.0001541 14032.0 0.0200000 7928.5 0.0088624 1414.5 0.0013703 E9 pass
ABC058 plate1 1028.0 0.0003118 2646.0 0.0023965 1486.0 0.0004721 292.0 0.0001181 9357.0 0.0039125 8009.0 0.0200000 3736.0 0.0033824 14370.5 0.0200000 E10 pass
ABC059 plate1 512.0 0.0001675 4735.0 0.0047330 3408.0 0.0011415 127.5 0.0000559 191.0 0.0000570 4401.0 0.0038731 11567.0 0.0159424 2923.5 0.0028020 E11 pass
ABC060 plate1 883.0 0.0002715 1953.0 0.0017415 755.0 0.0002431 586.0 0.0002202 122.0 0.0000369 830.0 0.0004456 425.5 0.0003913 121.0 0.0001702 E12 pass
ABC061 plate1 977.0 0.0002976 8719.0 0.0113481 509.0 0.0001672 187.0 0.0000792 1289.0 0.0003708 12930.0 0.0200000 13891.0 0.0200000 9531.0 0.0128668 F1 pass
ABC062 plate1 791.0 0.0002459 1944.0 0.0017333 465.0 0.0001536 216.5 0.0000904 12307.0 0.0059064 5029.0 0.0050882 4157.0 0.0038324 760.0 0.0007895 F2 pass
ABC063 plate1 397.0 0.0001342 987.0 0.0008982 924.0 0.0002953 133.0 0.0000581 79.0 0.0000240 253.0 0.0001383 2317.5 0.0019994 1080.5 0.0010736 F3 pass
ABC064 plate1 1111.0 0.0003349 613.0 0.0005816 357.0 0.0001199 196.0 0.0000826 8496.0 0.0034099 7914.0 0.0200000 5772.5 0.0057515 13202.0 0.0200000 F4 pass
ABC065 plate1 956.0 0.0002917 2369.0 0.0021286 644.0 0.0002089 389.0 0.0001526 8762.0 0.0035616 9649.0 0.0200000 6437.0 0.0066382 21113.0 0.0200000 F5 pass
ABC066 plate1 1307.0 0.0003899 20590.0 0.0200000 1335.0 0.0004239 10780.0 0.0052843 12736.0 0.0062343 25375.5 0.0200000 5493.0 0.0053963 7696.0 0.0092426 F6 pass
ABC067 plate1 433.0 0.0001447 382.0 0.0003814 173.0 0.0000609 105.0 0.0000467 59.0 0.0000195 480.0 0.0002600 655.0 0.0005819 367.0 0.0004287 F7 pass
ABC068 plate1 161.0 0.0000601 279.0 0.0002882 2524.5 0.0008196 105.5 0.0000469 55.0 0.0000195 307.0 0.0001680 681.5 0.0006037 472.5 0.0005286 F8 pass
ABC069 plate1 439.0 0.0001465 732.5 0.0006831 397.0 0.0001324 2108.0 0.0007343 9692.0 0.0041172 8090.0 0.0200000 9513.0 0.0116271 7341.0 0.0086296 F9 pass
ABC070 plate1 1837.0 0.0005433 11406.0 0.0182223 467.5 0.0001544 20011.0 0.0165283 19606.0 0.0130777 24476.5 0.0200000 5822.0 0.0058155 5127.5 0.0053394 F10 pass
ABC071 plate1 244.0 0.0000875 1665.5 0.0014835 166.0 0.0000585 124.0 0.0000545 154.0 0.0000463 224.0 0.0001220 718.0 0.0006337 115.0 0.0001629 F11 pass
ABC072 plate1 482.0 0.0001589 3990.5 0.0038301 388.0 0.0001296 3736.0 0.0013423 7436.0 0.0028364 7361.0 0.0145496 4111.5 0.0037829 2819.0 0.0026963 F12 pass
ABC073 plate1 656.0 0.0002083 3103.0 0.0028578 505.0 0.0001660 14386.0 0.0085473 2343.0 0.0007000 5503.0 0.0062469 357.5 0.0003337 1215.0 0.0011927 G1 pass
ABC074 plate1 243.0 0.0000872 568.5 0.0005436 693.0 0.0002240 141.0 0.0000613 79.0 0.0000240 339.0 0.0001853 2080.0 0.0017859 1470.0 0.0014200 G2 pass
ABC075 plate1 1409.5 0.0004190 1123.0 0.0010136 379.0 0.0001268 153.0 0.0000660 167.5 0.0000502 1013.0 0.0005461 1553.0 0.0013277 1738.0 0.0016624 G3 pass
ABC076 plate1 467.5 0.0001548 6741.0 0.0076392 238.0 0.0000821 174.0 0.0000742 181.0 0.0000541 6160.0 0.0083323 1660.5 0.0014196 1087.0 0.0010793 G4 pass
ABC077 plate1 329.0 0.0001139 630.0 0.0005961 196.0 0.0000684 119.0 0.0000525 278.0 0.0000818 787.0 0.0004224 2052.5 0.0017615 2221.0 0.0021118 G5 pass
ABC078 plate1 1122.5 0.0003381 17810.0 0.0200000 677.0 0.0002190 12254.0 0.0064864 16011.0 0.0090958 18719.0 0.0200000 3551.0 0.0031907 10222.5 0.0144574 G6 pass
ABC079 plate1 10853.0 0.0065998 817.5 0.0007549 255.0 0.0000876 189.0 0.0000800 2247.5 0.0006687 3322.0 0.0023746 590.0 0.0005283 258.0 0.0003206 G7 pass
ABC080 plate1 743.5 0.0002327 820.0 0.0007571 313.5 0.0001062 289.0 0.0001170 9351.5 0.0039092 7171.0 0.0132681 3062.0 0.0027010 676.5 0.0007148 G8 pass
ABC081 plate1 723.0 0.0002270 1255.0 0.0011262 299.0 0.0001016 253.0 0.0001039 95.0 0.0000288 712.0 0.0003823 396.0 0.0003664 129.5 0.0001803 G9 pass
ABC082 plate1 168.0 0.0000625 684.0 0.0006420 131.0 0.0000468 198.0 0.0000834 135.5 0.0000408 392.0 0.0002136 292.0 0.0002773 254.5 0.0003170 G10 pass
ABC083 plate1 180.0 0.0000666 276.0 0.0002854 205.0 0.0000714 4646.5 0.0017211 2550.0 0.0007687 2664.5 0.0017111 724.0 0.0006387 2707.0 0.0025842 G11 pass
ABC084 plate1 249.5 0.0000893 4104.0 0.0039623 250.0 0.0000860 96.0 0.0000429 68.0 0.0000207 1020.0 0.0005500 960.0 0.0008326 672.0 0.0007107 G12 pass
ABC085 plate1 479.0 0.0001581 190.0 0.0002036 105.0 0.0000378 131.0 0.0000573 66.0 0.0000201 1449.0 0.0008026 1724.5 0.0014746 108.0 0.0001543 H1 pass
ABC086 plate1 164.0 0.0000611 327.0 0.0003321 234.5 0.0000810 66.0 0.0000300 75.5 0.0000230 259.0 0.0001416 260.0 0.0002493 89.0 0.0001302 H2 pass
ABC087 plate1 281.5 0.0000993 1794.0 0.0015979 413.0 0.0001374 75.0 0.0000340 469.5 0.0001356 802.0 0.0004305 345.0 0.0003230 744.5 0.0007757 H3 pass
ABC088 plate1 269.0 0.0000954 1067.0 0.0009660 141.0 0.0000501 7595.0 0.0031857 14464.0 0.0076618 7592.0 0.0163200 804.5 0.0007048 467.0 0.0005235 H4 pass
ABC089 plate1 3247.0 0.0010034 382.0 0.0003814 470.0 0.0001552 98.0 0.0000438 2319.5 0.0006923 2009.0 0.0011795 1521.0 0.0013005 1258.0 0.0012309 H5 pass
ABC090 plate1 20593.0 0.0200000 14902.5 0.0200000 2021.0 0.0006473 10184.0 0.0048432 5805.5 0.0020459 14083.5 0.0200000 4307.5 0.0039981 3073.0 0.0029554 H6 pass
ABC091 plate1 395.0 0.0001336 9914.0 0.0141035 211.0 0.0000733 131.5 0.0000575 325.0 0.0000950 3021.0 0.0020521 4608.0 0.0043365 1073.5 0.0010674 H7 pass
ABC092 plate1 904.5 0.0002774 1871.0 0.0016671 793.0 0.0002548 172.0 0.0000735 6106.0 0.0021836 2093.0 0.0012417 1303.0 0.0011169 6595.5 0.0074239 H8 pass
ABC093 plate1 323.0 0.0001121 2007.5 0.0017912 1950.0 0.0006236 106.0 0.0000471 191.0 0.0000570 2411.0 0.0014922 7377.5 0.0080010 1699.0 0.0016269 H9 pass
ABC094 plate1 706.0 0.0002222 2087.0 0.0018643 791.0 0.0002542 169.0 0.0000723 66.0 0.0000201 990.0 0.0005333 261.0 0.0002502 65.0 0.0000980 H10 pass
ABC095 plate1 323.0 0.0001121 4950.0 0.0050100 264.0 0.0000905 107.0 0.0000475 645.0 0.0001849 7092.0 0.0127760 8856.0 0.0104264 5330.0 0.0056060 H11 pass
ABC096 plate1 367.0 0.0001253 1067.0 0.0009660 259.0 0.0000889 101.0 0.0000450 7423.0 0.0028297 1203.0 0.0006546 1841.5 0.0015760 335.0 0.0003976 H12 pass
ABC097 plate2 2712.0 0.0009351 1569.0 0.0014014 673.0 0.0002126 327.0 0.0001217 182.0 0.0000447 2208.0 0.0015043 936.0 0.0008057 223.0 0.0002839 B1 pass
ABC098 plate2 134.0 0.0000478 378.0 0.0003692 117.0 0.0000263 197.0 0.0000718 58.0 0.0000195 290.0 0.0001479 122.0 0.0001221 93.0 0.0001330 B2 pass
ABC099 plate2 182.0 0.0000654 209.0 0.0002130 208.0 0.0000580 374.0 0.0001392 221.5 0.0000557 376.0 0.0001953 293.0 0.0002851 868.0 0.0008942 B3 pass
ABC100 plate2 152.0 0.0000545 229.5 0.0002326 101.0 0.0000208 89.0 0.0000274 48.0 0.0000195 103.0 0.0000470 109.0 0.0001083 110.0 0.0001546 B4 pass
ABC101 plate2 1135.0 0.0003780 236.0 0.0002388 299.0 0.0000891 507.0 0.0001875 209.5 0.0000524 650.0 0.0003529 1665.5 0.0013725 266.0 0.0003292 B5 pass
ABC102 plate2 174.0 0.0000625 395.0 0.0003844 175.0 0.0000466 78.0 0.0000227 70.0 0.0000195 293.5 0.0001498 294.5 0.0002864 92.0 0.0001317 B6 pass
ABC103 plate2 421.0 0.0001468 2081.5 0.0018617 529.0 0.0001656 149.0 0.0000525 962.0 0.0002624 1632.5 0.0010216 241.0 0.0002382 282.0 0.0003457 B7 pass
ABC104 plate2 24.0 0.0000195 49.0 0.0000463 22.0 0.0000195 13.0 0.0000195 15.5 0.0000195 14.0 0.0000195 28.0 0.0000195 17.0 0.0000199 B8 pass
ABC105 plate2 24.0 0.0000195 45.0 0.0000416 22.0 0.0000195 13.0 0.0000195 16.0 0.0000195 13.0 0.0000195 29.0 0.0000195 17.0 0.0000199 B9 pass
ABC106 plate2 21464.0 0.0200000 11789.0 0.0166134 2508.5 0.0008215 8001.0 0.0033760 2342.0 0.0006723 9995.5 0.0200000 1992.0 0.0016312 2927.0 0.0027950 B10 pass
ABC107 plate2 795.0 0.0002679 6135.5 0.0063880 407.0 0.0001253 273.0 0.0001013 535.5 0.0001431 7092.0 0.0104717 8821.0 0.0092600 998.0 0.0010103 B11 pass
ABC108 plate2 1574.0 0.0005239 348.5 0.0003427 892.0 0.0002835 288.0 0.0001070 306.0 0.0000793 548.0 0.0002930 315.0 0.0003045 366.0 0.0004299 B12 pass
ABC109 plate2 146.0 0.0000523 408.5 0.0003965 1130.5 0.0003607 83.0 0.0000249 100.0 0.0000219 443.0 0.0002329 652.0 0.0005830 130.0 0.0001790 C1 pass
ABC110 plate2 1330.5 0.0004423 3036.0 0.0027742 965.0 0.0003071 174.0 0.0000626 79.0 0.0000195 1092.0 0.0006318 179.0 0.0001797 92.0 0.0001317 C2 pass
ABC111 plate2 358.0 0.0001260 4074.5 0.0038648 335.5 0.0001014 140.0 0.0000488 390.0 0.0001027 7093.0 0.0104750 8814.0 0.0092492 5627.0 0.0058252 C3 pass
ABC112 plate2 481.0 0.0001665 1870.0 0.0016695 421.0 0.0001300 182.5 0.0000660 1777.5 0.0004994 1832.0 0.0011805 2465.0 0.0020160 411.0 0.0004737 C4 pass
ABC113 plate2 551.0 0.0001892 1282.0 0.0011507 331.5 0.0001001 165.0 0.0000590 77.0 0.0000195 244.0 0.0001228 579.0 0.0005246 229.0 0.0002903 C5 pass
ABC114 plate2 943.0 0.0003156 584.5 0.0005508 235.0 0.0000673 135.0 0.0000467 3017.0 0.0008899 5339.0 0.0058959 4928.0 0.0042961 7730.0 0.0088044 C6 pass
ABC115 plate2 532.5 0.0001832 1533.0 0.0013697 315.0 0.0000945 210.0 0.0000769 2575.5 0.0007462 1029.0 0.0005900 2779.0 0.0022792 7300.0 0.0081434 C7 pass
ABC116 plate2 768.0 0.0002592 12605.0 0.0186125 409.0 0.0001260 7632.0 0.0031746 9860.0 0.0039078 7201.0 0.0108335 5612.0 0.0050315 6383.0 0.0068252 C8 pass
ABC117 plate2 130.0 0.0000463 239.5 0.0002421 72.0 0.0000195 64.0 0.0000195 37.0 0.0000195 156.0 0.0000754 204.0 0.0002037 49.0 0.0000722 C9 pass
ABC118 plate2 40.0 0.0000195 60.0 0.0000591 37.0 0.0000195 25.0 0.0000195 26.5 0.0000195 23.5 0.0000195 40.0 0.0000274 27.0 0.0000373 C10 pass
ABC119 plate2 167.0 0.0000600 605.0 0.0005686 253.0 0.0000735 329.0 0.0001225 3973.0 0.0012195 2812.0 0.0020972 803.0 0.0007021 1670.0 0.0016108 C11 pass
ABC120 plate2 1879.0 0.0006290 4562.0 0.0044161 415.0 0.0001280 18287.0 0.0120747 11482.5 0.0048849 6291.0 0.0081155 4830.5 0.0041953 4217.0 0.0041467 C12 pass
ABC121 plate2 256.0 0.0000914 1507.0 0.0013469 117.0 0.0000263 129.0 0.0000442 168.0 0.0000408 315.0 0.0001616 908.0 0.0007840 87.0 0.0001252 D1 pass
ABC122 plate2 24.0 0.0000195 49.0 0.0000463 22.0 0.0000195 12.0 0.0000195 15.0 0.0000195 14.0 0.0000195 29.0 0.0000195 17.0 0.0000199 D2 pass
ABC123 plate2 384.0 0.0001346 1708.0 0.0015245 326.0 0.0000982 1172.5 0.0004202 986.0 0.0002692 902.0 0.0005078 299.5 0.0002909 149.0 0.0002015 D3 pass
ABC124 plate2 210.0 0.0000754 512.0 0.0004877 221.0 0.0000625 191.0 0.0000694 89.0 0.0000195 398.0 0.0002076 410.0 0.0003859 174.5 0.0002307 D4 pass
ABC125 plate2 351.5 0.0001238 312.0 0.0003095 165.5 0.0000433 88.0 0.0000270 66.0 0.0000195 174.0 0.0000850 200.0 0.0001999 183.0 0.0002402 D5 pass
ABC126 plate2 1278.0 0.0004249 5810.0 0.0059545 275.0 0.0000810 230.5 0.0000849 137.0 0.0000322 1903.7 0.0012398 1762.0 0.0014485 1241.0 0.0012266 D6 pass
ABC127 plate2 318.0 0.0001125 397.0 0.0003862 130.0 0.0000309 130.5 0.0000449 78.0 0.0000195 492.1 0.0002608 1513.5 0.0012536 325.0 0.0003893 D7 pass
ABC128 plate2 493.5 0.0001706 2980.5 0.0027189 401.0 0.0001233 5932.5 0.0023177 3536.0 0.0010656 4699.5 0.0046875 574.0 0.0005206 5389.0 0.0055255 D8 pass
ABC129 plate2 9686.0 0.0053468 873.0 0.0007990 333.0 0.0001006 166.0 0.0000594 791.0 0.0002143 653.0 0.0003546 417.5 0.0003922 262.0 0.0003251 D9 pass
ABC130 plate2 777.5 0.0002623 581.0 0.0005478 241.5 0.0000695 173.0 0.0000622 1479.5 0.0004112 439.0 0.0002307 1504.0 0.0012462 260.0 0.0003230 D10 pass
ABC131 plate2 455.0 0.0001580 416.5 0.0004036 126.0 0.0000295 67.0 0.0000195 48.0 0.0000195 143.0 0.0000684 183.0 0.0001835 61.0 0.0000897 D11 pass
ABC132 plate2 202.0 0.0000725 1142.0 0.0010298 137.5 0.0000335 176.0 0.0000634 204.5 0.0000510 210.0 0.0001044 504.0 0.0004638 459.0 0.0005197 D12 pass
ABC133 plate2 333.5 0.0001178 623.5 0.0005846 368.0 0.0001123 10430.0 0.0048557 2340.0 0.0006717 4375.0 0.0041471 1650.0 0.0013604 7801.5 0.0089171 E1 pass
ABC134 plate2 561.0 0.0001925 7984.0 0.0091316 441.0 0.0001366 128.0 0.0000438 141.0 0.0000333 431.0 0.0002261 2147.0 0.0017559 1502.0 0.0014596 E2 pass
ABC135 plate2 506.5 0.0001748 340.0 0.0003350 152.5 0.0000387 147.0 0.0000516 90.0 0.0000195 299.0 0.0001528 2178.0 0.0017810 170.0 0.0002256 E3 pass
ABC136 plate2 254.0 0.0000907 367.0 0.0003593 392.5 0.0001205 89.0 0.0000274 142.5 0.0000337 323.5 0.0001663 298.0 0.0002895 138.0 0.0001885 E4 pass
ABC137 plate2 888.0 0.0002978 1955.0 0.0017463 438.0 0.0001356 173.0 0.0000622 507.0 0.0001351 829.0 0.0004619 709.0 0.0006282 2040.0 0.0019485 E5 pass
ABC138 plate2 426.0 0.0001485 1877.0 0.0016758 186.0 0.0000504 9767.0 0.0044238 15945.0 0.0082439 10073.0 0.0200000 1585.5 0.0013098 1124.0 0.0011225 E6 pass
ABC139 plate2 5733.0 0.0023613 1301.5 0.0011676 1920.5 0.0006206 220.5 0.0000810 4833.0 0.0015390 3718.0 0.0031830 5329.0 0.0047211 2369.0 0.0022558 E7 pass
ABC140 plate2 19092.0 0.0200000 14422.0 0.0200000 1993.0 0.0006450 12836.5 0.0066224 7426.0 0.0026465 14663.0 0.0200000 4826.0 0.0041906 3468.5 0.0033432 E8 pass
ABC141 plate2 596.0 0.0002038 15139.0 0.0200000 371.5 0.0001135 229.0 0.0000843 535.5 0.0001431 9105.0 0.0192940 7928.5 0.0079396 1414.5 0.0013813 E9 pass
ABC142 plate2 1028.0 0.0003431 2646.0 0.0023918 1486.0 0.0004765 292.0 0.0001085 9357.0 0.0036279 7769.5 0.0129060 3736.0 0.0031273 14370.5 0.0200000 E10 pass
ABC143 plate2 512.0 0.0001766 4735.0 0.0046182 3408.0 0.0011450 127.5 0.0000436 191.0 0.0000472 2401.0 0.0016835 11567.0 0.0142002 2923.5 0.0027915 E11 pass
ABC144 plate2 883.0 0.0002962 1953.0 0.0017445 755.0 0.0002392 586.0 0.0002157 122.0 0.0000280 398.0 0.0002076 425.5 0.0003989 121.0 0.0001681 E12 pass
ABC145 plate2 977.0 0.0003266 8719.0 0.0103687 509.0 0.0001590 187.0 0.0000678 1289.0 0.0003558 6039.5 0.0074739 13891.0 0.0196920 9531.0 0.0119063 F1 pass
ABC146 plate2 791.0 0.0002666 1944.0 0.0017364 465.0 0.0001445 216.5 0.0000794 12307.0 0.0054275 3907.0 0.0034437 4157.0 0.0035247 760.0 0.0007971 F2 pass
ABC147 plate2 397.0 0.0001389 987.0 0.0008967 924.0 0.0002938 133.0 0.0000459 79.0 0.0000195 253.0 0.0001277 2317.5 0.0018946 1080.5 0.0010838 F3 pass
ABC148 plate2 1111.0 0.0003701 613.0 0.0005755 357.0 0.0001086 196.0 0.0000714 8496.0 0.0031725 914.0 0.0005155 5772.5 0.0052115 13202.0 0.0200000 F4 pass
ABC149 plate2 956.0 0.0003198 2369.0 0.0021284 644.0 0.0002031 389.0 0.0001447 8762.0 0.0033101 7649.0 0.0124392 6437.0 0.0059889 21113.0 0.0200000 F5 pass
ABC150 plate2 1307.0 0.0004345 20590.0 0.0200000 1335.0 0.0004271 10780.0 0.0050927 12736.0 0.0057228 9375.5 0.0200000 5493.0 0.0048999 7696.0 0.0087510 F6 pass
ABC151 plate2 433.0 0.0001508 382.0 0.0003728 173.0 0.0000459 105.0 0.0000342 59.0 0.0000195 599.0 0.0003227 655.0 0.0005854 367.0 0.0004309 F7 pass
ABC152 plate2 161.0 0.0000578 279.0 0.0002791 2524.5 0.0008271 105.5 0.0000344 55.0 0.0000195 491.0 0.0002602 681.5 0.0006065 472.5 0.0005325 F8 pass
ABC153 plate2 439.0 0.0001527 732.5 0.0006785 397.0 0.0001220 2108.0 0.0007486 9692.0 0.0038132 8115.0 0.0143344 9513.0 0.0103725 7341.0 0.0082052 F9 pass
ABC154 plate2 1837.0 0.0006143 11406.0 0.0157285 467.5 0.0001453 20011.0 0.0143388 19606.0 0.0119087 9476.5 0.0200000 5822.0 0.0052676 5127.5 0.0052041 F10 pass
ABC155 plate2 244.0 0.0000872 1665.5 0.0014867 166.0 0.0000434 124.0 0.0000422 154.0 0.0000369 224.0 0.0001120 718.0 0.0006353 115.0 0.0001608 F11 pass
ABC156 plate2 482.0 0.0001668 3990.5 0.0037724 388.0 0.0001190 3736.0 0.0013636 7436.0 0.0026512 2361.0 0.0016456 4111.5 0.0034810 2819.0 0.0026887 F12 pass
ABC157 plate2 656.0 0.0002231 3103.0 0.0028413 505.0 0.0001577 14386.0 0.0079464 2343.0 0.0006727 803.0 0.0004457 357.5 0.0003413 1215.0 0.0012034 G1 pass
ABC158 plate2 243.0 0.0000869 568.5 0.0005370 693.0 0.0002190 141.0 0.0000492 79.0 0.0000195 995.0 0.0005677 2080.0 0.0017018 1470.0 0.0014310 G2 pass
ABC159 plate2 1409.5 0.0004686 1123.0 0.0010135 379.0 0.0001160 153.0 0.0000541 167.5 0.0000407 480.5 0.0002542 1553.0 0.0012844 1738.0 0.0016723 G3 pass
ABC160 plate2 467.5 0.0001621 6741.0 0.0072323 238.0 0.0000683 174.0 0.0000626 181.0 0.0000444 904.5 0.0005094 1660.5 0.0013686 1087.0 0.0010895 G4 pass
ABC161 plate2 329.0 0.0001162 630.0 0.0005902 196.0 0.0000538 119.0 0.0000401 278.0 0.0000715 321.0 0.0001649 2052.5 0.0016797 2221.0 0.0021167 G5 pass
ABC162 plate2 1122.5 0.0003739 17810.0 0.0200000 677.0 0.0002139 12254.0 0.0061642 16011.0 0.0083020 18719.0 0.0200000 3551.0 0.0029575 10222.5 0.0132561 G6 pass
ABC163 plate2 10853.0 0.0065843 817.5 0.0007514 255.0 0.0000741 189.0 0.0000686 2247.5 0.0006428 479.0 0.0002533 590.0 0.0005335 258.0 0.0003209 G7 pass
ABC164 plate2 743.5 0.0002513 820.0 0.0007535 313.5 0.0000940 289.0 0.0001074 9351.5 0.0036249 771.0 0.0004260 3062.0 0.0025225 676.5 0.0007215 G8 pass
ABC165 plate2 723.0 0.0002447 1255.0 0.0011274 299.0 0.0000891 253.0 0.0000936 95.0 0.0000205 803.0 0.0004457 396.0 0.0003741 129.5 0.0001784 G9 pass
ABC166 plate2 168.0 0.0000603 684.0 0.0006368 131.0 0.0000312 198.0 0.0000722 135.5 0.0000317 329.0 0.0001693 292.0 0.0002842 254.5 0.0003172 G10 pass
ABC167 plate2 180.0 0.0000647 276.0 0.0002763 205.0 0.0000570 4646.5 0.0017399 2550.0 0.0007381 2664.5 0.0019436 724.0 0.0006400 2707.0 0.0025795 G11 pass
ABC168 plate2 249.5 0.0000892 4104.0 0.0038974 250.0 0.0000724 96.0 0.0000304 68.0 0.0000195 702.0 0.0003840 960.0 0.0008244 672.0 0.0007174 G12 pass
ABC169 plate2 479.0 0.0001658 190.0 0.0001946 105.0 0.0000222 131.0 0.0000451 66.0 0.0000195 809.0 0.0004494 1724.5 0.0014189 108.0 0.0001521 H1 pass
ABC170 plate2 164.0 0.0000589 327.0 0.0003231 234.5 0.0000671 66.0 0.0000195 75.5 0.0000195 259.0 0.0001310 260.0 0.0002555 89.0 0.0001278 H2 pass
ABC171 plate2 281.5 0.0001002 1794.0 0.0016013 413.0 0.0001273 75.0 0.0000214 469.5 0.0001247 388.0 0.0002020 345.0 0.0003306 744.5 0.0007831 H3 pass
ABC172 plate2 269.0 0.0000959 1067.0 0.0009653 141.0 0.0000347 7595.0 0.0031547 14464.0 0.0070089 7592.0 0.0122238 804.5 0.0007033 467.0 0.0005273 H4 pass
ABC173 plate2 3247.0 0.0011488 382.0 0.0003728 470.0 0.0001462 98.0 0.0000313 2319.5 0.0006653 1904.5 0.0012405 1521.0 0.0012595 1258.0 0.0012417 H5 pass
ABC174 plate2 20593.0 0.0200000 14902.5 0.0200000 2021.0 0.0006544 10184.0 0.0046928 5805.5 0.0019280 9083.5 0.0191706 4307.5 0.0036708 3073.0 0.0029402 H6 pass
ABC175 plate2 395.0 0.0001382 9914.0 0.0125799 211.0 0.0000590 131.5 0.0000453 325.0 0.0000846 6791.0 0.0095263 4608.0 0.0039688 1073.5 0.0010775 H7 pass
ABC176 plate2 904.5 0.0003032 1871.0 0.0016704 793.0 0.0002515 172.0 0.0000618 6106.0 0.0020544 5444.0 0.0061144 1303.0 0.0010900 6595.5 0.0071200 H8 pass
ABC177 plate2 323.0 0.0001142 2007.5 0.0017941 1950.0 0.0006305 106.0 0.0000346 191.0 0.0000472 1411.0 0.0008549 7377.5 0.0071837 1699.0 0.0016370 H9 pass
ABC178 plate2 706.0 0.0002392 2087.0 0.0018667 791.0 0.0002508 169.0 0.0000606 66.0 0.0000195 899.0 0.0005059 261.0 0.0002564 65.0 0.0000953 H10 pass
ABC179 plate2 323.0 0.0001142 4950.0 0.0048743 264.0 0.0000772 107.0 0.0000351 645.0 0.0001735 5201.0 0.0056178 8856.0 0.0093144 5330.0 0.0054523 H11 pass
ABC180 plate2 367.0 0.0001289 1067.0 0.0009653 259.0 0.0000755 101.0 0.0000325 7423.0 0.0026450 2494.0 0.0017733 1841.5 0.0015114 335.0 0.0003993 H12 pass
ABC181 plate3 2712.0 0.0009247 1569.0 0.0014825 673.0 0.0002103 327.0 0.0001255 182.0 0.0000532 593.0 0.0003089 936.0 0.0008214 223.0 0.0002777 B1 pass
ABC182 plate3 134.0 0.0000527 378.0 0.0003718 117.0 0.0000436 197.0 0.0000800 58.0 0.0000195 128.0 0.0000604 122.0 0.0001195 93.0 0.0001316 B2 pass
ABC183 plate3 182.0 0.0000700 209.0 0.0002132 208.0 0.0000719 374.0 0.0001416 221.5 0.0000635 348.0 0.0001722 293.0 0.0002804 868.0 0.0009003 B3 pass
ABC184 plate3 152.0 0.0000593 229.5 0.0002328 101.0 0.0000385 89.0 0.0000401 48.0 0.0000195 180.0 0.0000860 109.0 0.0001063 110.0 0.0001521 B4 pass
ABC185 plate3 1135.0 0.0003741 236.0 0.0002390 299.0 0.0000992 507.0 0.0001870 209.5 0.0000604 650.0 0.0003426 1665.5 0.0014322 266.0 0.0003225 B5 pass
ABC186 plate3 174.0 0.0000671 395.0 0.0003875 175.0 0.0000618 78.0 0.0000357 70.0 0.0000229 293.5 0.0001436 294.5 0.0002817 92.0 0.0001304 B6 pass
ABC187 plate3 421.0 0.0001492 2081.5 0.0019939 529.0 0.0001674 149.0 0.0000627 962.0 0.0002566 532.5 0.0002739 241.0 0.0002334 282.0 0.0003389 B7 pass
ABC188 plate3 24.0 0.0000195 49.0 0.0000513 22.0 0.0000195 13.0 0.0000195 15.5 0.0000195 14.0 0.0000195 28.0 0.0000195 17.0 0.0000272 B8 pass
ABC189 plate3 24.0 0.0000195 45.0 0.0000469 22.0 0.0000195 13.0 0.0000195 16.0 0.0000195 13.0 0.0000195 29.0 0.0000195 17.0 0.0000272 B9 pass
ABC190 plate3 21464.0 0.0200000 11789.0 0.0188708 2508.5 0.0008173 8001.0 0.0038346 2342.0 0.0006613 9995.5 0.0200000 1992.0 0.0017157 2927.0 0.0029083 B10 pass
ABC191 plate3 795.0 0.0002668 6135.5 0.0071560 407.0 0.0001313 273.0 0.0001068 535.5 0.0001443 12560.0 0.0200000 8821.0 0.0106456 998.0 0.0010214 B11 pass
ABC192 plate3 1574.0 0.0005171 348.5 0.0003445 892.0 0.0002764 288.0 0.0001120 306.0 0.0000853 2060.0 0.0014281 315.0 0.0002999 366.0 0.0004233 B12 pass
ABC193 plate3 146.0 0.0000571 408.5 0.0003999 1130.5 0.0003500 83.0 0.0000377 100.0 0.0000313 201.0 0.0000965 652.0 0.0005866 130.0 0.0001755 C1 pass
ABC194 plate3 1330.5 0.0004370 3036.0 0.0030211 965.0 0.0002987 174.0 0.0000718 79.0 0.0000255 709.0 0.0003783 179.0 0.0001754 92.0 0.0001304 C2 pass
ABC195 plate3 358.0 0.0001289 4074.5 0.0042619 335.5 0.0001101 140.0 0.0000594 390.0 0.0001068 5769.5 0.0074520 8814.0 0.0106324 5627.0 0.0060911 C3 pass
ABC196 plate3 481.0 0.0001683 1870.0 0.0017797 421.0 0.0001355 182.5 0.0000748 1777.5 0.0004875 1845.0 0.0012294 2465.0 0.0021415 411.0 0.0004676 C4 pass
ABC197 plate3 551.0 0.0001904 1282.0 0.0012069 331.5 0.0001089 165.0 0.0000685 77.0 0.0000249 244.0 0.0001182 579.0 0.0005258 229.0 0.0002840 C5 pass
ABC198 plate3 943.0 0.0003132 584.5 0.0005611 235.0 0.0000801 135.0 0.0000575 3017.0 0.0008844 5339.0 0.0064372 4928.0 0.0047368 7730.0 0.0091448 C6 pass
ABC199 plate3 532.5 0.0001845 1533.0 0.0014476 315.0 0.0001040 210.0 0.0000847 2575.5 0.0007365 4592.5 0.0049079 2779.0 0.0024354 7300.0 0.0084741 C7 pass
ABC200 plate3 768.0 0.0002583 12605.0 0.0200000 409.0 0.0001319 7632.0 0.0035905 9860.0 0.0041862 9340.5 0.0200000 5612.0 0.0055933 6383.0 0.0071250 C8 pass
ABC201 plate3 130.0 0.0000512 239.5 0.0002423 72.0 0.0000289 64.0 0.0000301 37.0 0.0000195 156.0 0.0000741 204.0 0.0001991 49.0 0.0000748 C9 pass
ABC202 plate3 40.0 0.0000195 60.0 0.0000633 37.0 0.0000195 25.0 0.0000195 26.5 0.0000195 23.5 0.0000195 40.0 0.0000313 27.0 0.0000430 C10 pass
ABC203 plate3 167.0 0.0000646 605.0 0.0005798 253.0 0.0000855 329.0 0.0001262 3973.0 0.0012299 1412.0 0.0008669 803.0 0.0007116 1670.0 0.0016533 C11 pass
ABC204 plate3 1879.0 0.0006206 4562.0 0.0048924 415.0 0.0001337 18287.0 0.0144136 11482.5 0.0052812 5816.0 0.0075679 4830.5 0.0046200 4217.0 0.0043363 C12 pass
ABC205 plate3 256.0 0.0000953 1507.0 0.0014224 117.0 0.0000436 129.0 0.0000553 168.0 0.0000495 315.0 0.0001548 908.0 0.0007983 87.0 0.0001242 D1 pass
ABC206 plate3 24.0 0.0000195 49.0 0.0000513 22.0 0.0000195 12.0 0.0000195 15.0 0.0000195 14.0 0.0000195 29.0 0.0000195 17.0 0.0000272 D2 pass
ABC207 plate3 384.0 0.0001373 1708.0 0.0016187 326.0 0.0001073 1172.5 0.0004162 986.0 0.0002631 1562.0 0.0009869 299.5 0.0002862 149.0 0.0001972 D3 pass
ABC208 plate3 210.0 0.0000797 512.0 0.0004948 221.0 0.0000758 191.0 0.0000779 89.0 0.0000283 293.5 0.0001436 410.0 0.0003827 174.5 0.0002255 D4 pass
ABC209 plate3 351.5 0.0001268 312.0 0.0003105 165.5 0.0000589 88.0 0.0000397 66.0 0.0000218 218.5 0.0001053 200.0 0.0001953 183.0 0.0002348 D5 pass
ABC210 plate3 1278.0 0.0004200 5810.0 0.0066577 275.0 0.0000921 230.5 0.0000919 137.0 0.0000413 729.5 0.0003908 1762.0 0.0015152 1241.0 0.0012481 D6 pass
ABC211 plate3 318.0 0.0001159 397.0 0.0003893 130.0 0.0000478 130.5 0.0000558 78.0 0.0000252 440.0 0.0002220 1513.5 0.0013027 325.0 0.0003825 D7 pass
ABC212 plate3 493.5 0.0001722 2980.5 0.0029585 401.0 0.0001295 5932.5 0.0025618 3536.0 0.0010676 4699.5 0.0051104 574.0 0.0005216 5389.0 0.0057795 D8 pass
ABC213 plate3 9686.0 0.0056594 873.0 0.0008252 333.0 0.0001094 166.0 0.0000689 791.0 0.0002110 621.0 0.0003253 417.5 0.0003892 262.0 0.0003184 D9 pass
ABC214 plate3 777.5 0.0002613 581.0 0.0005579 241.5 0.0000820 173.0 0.0000714 1479.5 0.0004005 1037.5 0.0005918 1504.0 0.0012947 260.0 0.0003163 D10 pass
ABC215 plate3 455.0 0.0001600 416.5 0.0004073 126.0 0.0000465 67.0 0.0000313 48.0 0.0000195 270.0 0.0001315 183.0 0.0001793 61.0 0.0000910 D11 pass
ABC216 plate3 202.0 0.0000769 1142.0 0.0010750 137.5 0.0000501 176.0 0.0000725 204.5 0.0000591 897.0 0.0004973 504.0 0.0004628 459.0 0.0005142 D12 pass
ABC217 plate3 333.5 0.0001210 623.5 0.0005967 368.0 0.0001198 10430.0 0.0056405 2340.0 0.0006606 4375.0 0.0045122 1650.0 0.0014189 7801.5 0.0092588 E1 pass
ABC218 plate3 561.0 0.0001935 7984.0 0.0103116 441.0 0.0001414 128.0 0.0000549 141.0 0.0000424 2119.5 0.0014854 2147.0 0.0018531 1502.0 0.0014936 E2 pass
ABC219 plate3 506.5 0.0001763 340.0 0.0003366 152.5 0.0000548 147.0 0.0000619 90.0 0.0000286 399.0 0.0001996 2178.0 0.0018809 170.0 0.0002206 E3 pass
ABC220 plate3 254.0 0.0000947 367.0 0.0003616 392.5 0.0001270 89.0 0.0000401 142.5 0.0000428 323.5 0.0001593 298.0 0.0002848 138.0 0.0001847 E4 pass
ABC221 plate3 888.0 0.0002959 1955.0 0.0018652 438.0 0.0001405 173.0 0.0000714 507.0 0.0001369 1584.0 0.0010050 709.0 0.0006339 2040.0 0.0020108 E5 pass
ABC222 plate3 426.0 0.0001508 1877.0 0.0017867 186.0 0.0000652 9767.0 0.0051118 15945.0 0.0090366 10073.0 0.0200000 1585.5 0.0013639 1124.0 0.0011388 E6 pass
ABC223 plate3 5733.0 0.0023881 1301.5 0.0012254 1920.5 0.0006087 220.5 0.0000884 4833.0 0.0015709 3718.0 0.0034396 5329.0 0.0052308 2369.0 0.0023366 E7 pass
ABC224 plate3 19092.0 0.0200000 14422.0 0.0200000 1993.0 0.0006337 12836.5 0.0078070 7426.0 0.0027814 8663.0 0.0176802 4826.0 0.0046146 3468.5 0.0034887 E8 pass
ABC225 plate3 596.0 0.0002045 15139.0 0.0200000 371.5 0.0001208 229.0 0.0000914 535.5 0.0001443 8105.0 0.0151456 7928.5 0.0090475 1414.5 0.0014110 E9 pass
ABC226 plate3 1028.0 0.0003401 2646.0 0.0025890 1486.0 0.0004635 292.0 0.0001134 9357.0 0.0038732 7769.5 0.0137702 3736.0 0.0033933 14370.5 0.0200000 E10 pass
ABC227 plate3 512.0 0.0001781 4735.0 0.0051239 3408.0 0.0011645 127.5 0.0000547 191.0 0.0000556 901.0 0.0005000 11567.0 0.0167561 2923.5 0.0029046 E11 pass
ABC228 plate3 883.0 0.0002944 1953.0 0.0018632 755.0 0.0002349 586.0 0.0002138 122.0 0.0000373 529.0 0.0002719 425.5 0.0003960 121.0 0.0001651 E12 pass
ABC229 plate3 977.0 0.0003240 8719.0 0.0117330 509.0 0.0001615 187.0 0.0000765 1289.0 0.0003465 5039.5 0.0057903 13891.0 0.0200000 9531.0 0.0122411 F1 pass
ABC230 plate3 791.0 0.0002655 1944.0 0.0018541 465.0 0.0001485 216.5 0.0000870 12307.0 0.0058899 8907.0 0.0188942 4157.0 0.0038475 760.0 0.0007994 F2 pass
ABC231 plate3 397.0 0.0001415 987.0 0.0009305 924.0 0.0002862 133.0 0.0000568 79.0 0.0000255 253.0 0.0001228 2317.5 0.0020067 1080.5 0.0010982 F3 pass
ABC232 plate3 1111.0 0.0003664 613.0 0.0005871 357.0 0.0001165 196.0 0.0000797 8496.0 0.0033653 7914.0 0.0143496 5772.5 0.0058041 13202.0 0.0200000 F4 pass
ABC233 plate3 956.0 0.0003173 2369.0 0.0022926 644.0 0.0002016 389.0 0.0001468 8762.0 0.0035185 4649.0 0.0050142 6437.0 0.0067194 21113.0 0.0200000 F5 pass
ABC234 plate3 1307.0 0.0004294 20590.0 0.0200000 1335.0 0.0004147 10780.0 0.0059310 12736.0 0.0062211 7375.5 0.0122844 5493.0 0.0054394 7696.0 0.0090909 F6 pass
ABC235 plate3 433.0 0.0001530 382.0 0.0003755 173.0 0.0000612 105.0 0.0000462 59.0 0.0000198 599.0 0.0003124 655.0 0.0005891 367.0 0.0004243 F7 pass
ABC236 plate3 161.0 0.0000625 279.0 0.0002796 2524.5 0.0008232 105.5 0.0000464 55.0 0.0000195 491.0 0.0002504 681.5 0.0006111 472.5 0.0005273 F8 pass
ABC237 plate3 439.0 0.0001549 732.5 0.0006963 397.0 0.0001283 2108.0 0.0007615 9692.0 0.0040803 6115.0 0.0083445 9513.0 0.0120045 7341.0 0.0085370 F9 pass
ABC238 plate3 1837.0 0.0006061 11406.0 0.0178640 467.5 0.0001492 20011.0 0.0170964 19606.0 0.0130660 5476.5 0.0067501 5822.0 0.0058699 5127.5 0.0054445 F10 pass
ABC239 plate3 244.0 0.0000913 1665.5 0.0015769 166.0 0.0000590 124.0 0.0000534 154.0 0.0000458 224.0 0.0001080 718.0 0.0006414 115.0 0.0001580 F11 pass
ABC240 plate3 482.0 0.0001686 3990.5 0.0041565 388.0 0.0001257 3736.0 0.0014467 7436.0 0.0027866 3361.0 0.0029278 4111.5 0.0037974 2819.0 0.0027956 F12 pass
ABC241 plate3 656.0 0.0002233 3103.0 0.0030971 505.0 0.0001603 14386.0 0.0094265 2343.0 0.0006616 2503.0 0.0018792 357.5 0.0003373 1215.0 0.0012238 G1 pass
ABC242 plate3 243.0 0.0000909 568.5 0.0005465 693.0 0.0002163 141.0 0.0000597 79.0 0.0000255 1295.0 0.0007772 2080.0 0.0017935 1470.0 0.0014634 G2 pass
ABC243 plate3 1409.5 0.0004628 1123.0 0.0010572 379.0 0.0001230 153.0 0.0000641 167.5 0.0000494 1280.5 0.0007663 1553.0 0.0013362 1738.0 0.0017184 G3 pass
ABC244 plate3 467.5 0.0001640 6741.0 0.0081271 238.0 0.0000810 174.0 0.0000718 181.0 0.0000529 1804.5 0.0011934 1660.5 0.0014279 1087.0 0.0011043 G4 pass
ABC245 plate3 329.0 0.0001195 630.0 0.0006026 196.0 0.0000682 119.0 0.0000515 278.0 0.0000781 223.0 0.0001075 2052.5 0.0017691 2221.0 0.0021891 G5 pass
ABC246 plate3 1122.5 0.0003701 17810.0 0.0200000 677.0 0.0002115 12254.0 0.0072453 16011.0 0.0091011 3142.0 0.0026367 3551.0 0.0032003 10222.5 0.0135633 G6 pass
ABC247 plate3 10853.0 0.0070873 817.5 0.0007742 255.0 0.0000861 189.0 0.0000772 2247.5 0.0006314 1023.0 0.0005818 590.0 0.0005350 258.0 0.0003143 G7 pass
ABC248 plate3 743.5 0.0002507 820.0 0.0007765 313.5 0.0001036 289.0 0.0001124 9351.5 0.0038699 873.0 0.0004817 3062.0 0.0027085 676.5 0.0007211 G8 pass
ABC249 plate3 723.0 0.0002443 1255.0 0.0011814 299.0 0.0000992 253.0 0.0000998 95.0 0.0000299 203.0 0.0000975 396.0 0.0003707 129.5 0.0001749 G9 pass
ABC250 plate3 168.0 0.0000650 684.0 0.0006519 131.0 0.0000481 198.0 0.0000804 135.5 0.0000409 223.4 0.0001077 292.0 0.0002795 254.5 0.0003106 G10 pass
ABC251 plate3 180.0 0.0000692 276.0 0.0002768 205.0 0.0000710 4646.5 0.0018811 2550.0 0.0007282 664.5 0.0003513 724.0 0.0006463 2707.0 0.0026798 G11 pass
ABC252 plate3 249.5 0.0000931 4104.0 0.0042992 250.0 0.0000846 96.0 0.0000428 68.0 0.0000224 563.0 0.0002914 960.0 0.0008412 672.0 0.0007169 G12 pass
ABC253 plate3 479.0 0.0001676 190.0 0.0001949 105.0 0.0000398 131.0 0.0000560 66.0 0.0000218 406.0 0.0002034 1724.5 0.0014829 108.0 0.0001497 H1 pass
ABC254 plate3 164.0 0.0000636 327.0 0.0003245 234.5 0.0000799 66.0 0.0000309 75.5 0.0000245 259.0 0.0001258 260.0 0.0002507 89.0 0.0001267 H2 pass
ABC255 plate3 281.5 0.0001038 1794.0 0.0017038 413.0 0.0001331 75.0 0.0000345 469.5 0.0001273 530.5 0.0002727 345.0 0.0003263 744.5 0.0007849 H3 pass
ABC256 plate3 269.0 0.0000997 1067.0 0.0010049 141.0 0.0000512 7595.0 0.0035665 14464.0 0.0076606 7592.0 0.0130842 804.5 0.0007129 467.0 0.0005220 H4 pass
ABC257 plate3 3247.0 0.0011392 382.0 0.0003755 470.0 0.0001500 98.0 0.0000435 2319.5 0.0006541 2304.5 0.0016700 1521.0 0.0013091 1258.0 0.0012640 H5 pass
ABC258 plate3 20593.0 0.0200000 14902.5 0.0200000 2021.0 0.0006434 10184.0 0.0054411 5805.5 0.0019921 14083.5 0.0200000 4307.5 0.0040151 3073.0 0.0030622 H6 pass
ABC259 plate3 395.0 0.0001409 9914.0 0.0142686 211.0 0.0000728 131.5 0.0000562 325.0 0.0000902 2791.0 0.0022043 4608.0 0.0043583 1073.5 0.0010917 H7 pass
ABC260 plate3 904.5 0.0003011 1871.0 0.0017807 793.0 0.0002464 172.0 0.0000711 6106.0 0.0021301 744.0 0.0003998 1303.0 0.0011257 6595.5 0.0074281 H8 pass
ABC261 plate3 323.0 0.0001175 2007.5 0.0019184 1950.0 0.0006188 106.0 0.0000466 191.0 0.0000556 2411.0 0.0017808 7377.5 0.0081404 1699.0 0.0016810 H9 pass
ABC262 plate3 706.0 0.0002389 2087.0 0.0019995 791.0 0.0002458 169.0 0.0000700 66.0 0.0000218 412.0 0.0002066 261.0 0.0002516 65.0 0.0000963 H10 pass
ABC263 plate3 323.0 0.0001175 4950.0 0.0054174 264.0 0.0000888 107.0 0.0000470 645.0 0.0001726 2381.0 0.0017492 8856.0 0.0107118 5330.0 0.0057032 H11 pass
ABC264 plate3 367.0 0.0001318 1067.0 0.0010049 259.0 0.0000873 101.0 0.0000447 7423.0 0.0027798 1494.0 0.0009318 1841.5 0.0015840 335.0 0.0003925 H12 pass

The results from this log-log conversion should look relatively linear for each antigen and can be plotted using the plotModel() function suite.

plotModel(mfi_to_rau_output, sero_data)
#> $`1`

#> 
#> $`2`

#> 
#> $`3`

Tip

If you are performing the PvSeroTAT algorithm and have used pooled positive control plasma from highly immune adults from Ethiopia (ETH) for your standard curve, then use the MFItoRAU_Adj() and plotModel_Adj() functions.

mfi_to_rau_output <- MFItoRAU_Adj(
  sero_data, 
  plate_list, 
  qc_results, 
  std_point = 10
)
plotModel_Adj(mfi_to_rau_output, sero_data)
#> $plate1

#> 
#> $plate2

#> 
#> $plate3

For more information on how to visualise MFI and RAU data, see the MFI and RAU plots page.

1.1.6 Step 4: Classification

This final function classifies samples as recently exposed within the last nine months (“seropositive”) or not (“seronegative”).

The algorithm_type chosen can be “antibody_model” or “antibody_model_excLF016”.

TipWhich algorithm do I choose?

antibody_model: PvSeroApp Algorithm: The PvSeroApp Model contains all top 8 antigens.

antibody_model_excLF016: As the name suggests, this model contains the antigens in PvSeroApp except for LF016.

The sens_spec can be:

  • “balanced” (default)
  • “85% sensitivity”
  • “90% sensitivity”
  • “95% sensitivity”
  • “85% specificity”
  • “90% specificity”
  • “95% specificity”
TipWhich sensitivity/specificity threshold do I use?

The balanced sensitivity / specificity is when both metrics are at their highest and correspond to 81% each.

High sensitivity with lower specificity maximises the identification and treatment of all likely hypnozoite carriers at the cost of some over-treatment. As radical cure carries a risk of haemolysis in G6PD-deficient individuals10 and G6PD screening can add a substantial burden to healthcare costs, operational use of a high-sensitivity, low-specificity approach is unlikely.

High specificity with lower sensitivity is suited for surveillance settings and aims to correctly identify non-carriers and minimise treatment of uninfected individual, while the impact of false negatives can be mitigated by increasing survey size.

classifyResults_output <- classifyResults(
  mfi_to_rau_output, 
  algorithm_type = "antibody_model", 
  sens_spec = "balanced", 
  qc_results
)

The results from the classification are displayed in a table. The exposure status (seropositive/seronegative) is displayed for each sample.

To form an educated guess about the seropositivity/exposure status for your samples, take into consideration all relevant epidemiological information that you may have available to you (e.g. time since possible exposure, timing of sampling with respect to incidence of P. vivax infections/cases) and explore the results using the classifier/s.

classifyResults_output
SampleID Plate QC_total PvEBP Pv-fam-a PvMSP5 PvMSP1-19 PvMSP8 PvPTEX150 PvCSS PvRBP2b pred_class_max
ABC013 plate1 pass 0.0003339 0.0015045 0.0002163 0.0014567 0.0000195 0.0001591 0.0000772 0.0003714 seropositive
ABC097 plate2 pass 0.0004324 0.0015615 0.0001944 0.0013373 0.0000195 0.0001549 0.0000705 0.0009189 seropositive
ABC181 plate3 pass 0.0003822 0.0015832 0.0002144 0.0013711 0.0000195 0.0001582 0.0000710 0.0002070 seropositive
ABC022 plate1 pass 0.0200000 0.0200000 0.0007373 0.0194885 0.0006247 0.0003145 0.0006008 0.0004895 seropositive
ABC106 plate2 pass 0.0057123 0.0193731 0.0007458 0.0195240 0.0006263 0.0003077 0.0006480 0.0126203 seropositive
ABC190 plate3 pass 0.0098260 0.0200000 0.0007400 0.0200000 0.0006020 0.0003171 0.0006555 0.0175253 seropositive
ABC023 plate1 pass 0.0001063 0.0083191 0.0001314 0.0012877 0.0001121 0.0017564 0.0002487 0.0005618 seropositive
ABC107 plate2 pass 0.0001092 0.0073751 0.0001116 0.0011681 0.0000973 0.0015565 0.0002476 0.0052612 seropositive
ABC191 plate3 pass 0.0001019 0.0085550 0.0001302 0.0012167 0.0001075 0.0018293 0.0002466 0.0184996 seropositive
ABC024 plate1 pass 0.0001998 0.0003913 0.0002826 0.0013354 0.0000534 0.0000587 0.0001151 0.0001985 seronegative
ABC108 plate2 pass 0.0002334 0.0004125 0.0002615 0.0012157 0.0000428 0.0000562 0.0001070 0.0001781 seronegative
ABC192 plate3 pass 0.0002077 0.0004028 0.0002802 0.0012600 0.0000503 0.0000576 0.0001069 0.0008380 seropositive
ABC014 plate1 pass 0.0000216 0.0004204 0.0000277 0.0010331 0.0000195 0.0000225 0.0000298 0.0001536 seropositive
ABC098 plate2 pass 0.0000215 0.0004445 0.0000238 0.0009164 0.0000195 0.0000222 0.0000274 0.0000850 seropositive
ABC182 plate3 pass 0.0000222 0.0004338 0.0000273 0.0009908 0.0000195 0.0000223 0.0000291 0.0000275 seropositive
ABC015 plate1 pass 0.0000232 0.0002466 0.0000616 0.0015985 0.0000195 0.0000535 0.0002235 0.0001527 seropositive
ABC099 plate2 pass 0.0000229 0.0002515 0.0000444 0.0014804 0.0000195 0.0000512 0.0002201 0.0001154 seropositive
ABC183 plate3 pass 0.0000235 0.0002492 0.0000608 0.0015032 0.0000195 0.0000524 0.0002190 0.0001110 seropositive
ABC016 plate1 pass 0.0000222 0.0002688 0.0000244 0.0005994 0.0000195 0.0000220 0.0000383 0.0001989 seropositive
ABC100 plate2 pass 0.0000220 0.0002764 0.0000227 0.0005012 0.0000195 0.0000217 0.0000345 0.0000239 seronegative
ABC184 plate3 pass 0.0000227 0.0002727 0.0000242 0.0006276 0.0000195 0.0000218 0.0000351 0.0000428 seropositive
ABC017 plate1 pass 0.0001478 0.0002758 0.0000950 0.0019840 0.0000195 0.0002668 0.0000893 0.0002277 seropositive
ABC101 plate2 pass 0.0001620 0.0002842 0.0000777 0.0018733 0.0000195 0.0002609 0.0000819 0.0002165 seropositive
ABC185 plate3 pass 0.0001467 0.0002800 0.0000941 0.0018729 0.0000195 0.0002680 0.0000822 0.0002296 seropositive
ABC018 plate1 pass 0.0000229 0.0004370 0.0000460 0.0005452 0.0000195 0.0000537 0.0000296 0.0000238 seronegative
ABC102 plate2 pass 0.0000226 0.0004627 0.0000348 0.0004511 0.0000195 0.0000515 0.0000273 0.0000862 seropositive
ABC186 plate3 pass 0.0000233 0.0004515 0.0000454 0.0005844 0.0000195 0.0000526 0.0000276 0.0000900 seropositive
ABC019 plate1 pass 0.0000561 0.0019947 0.0001711 0.0008557 0.0002289 0.0000420 0.0000936 0.0005105 seropositive
ABC103 plate2 pass 0.0000514 0.0020304 0.0001498 0.0007441 0.0002139 0.0000392 0.0000860 0.0006324 seropositive
ABC187 plate3 pass 0.0000515 0.0020962 0.0001695 0.0008387 0.0002209 0.0000399 0.0000862 0.0001831 seronegative
ABC020 plate1 pass 0.0000195 0.0000459 0.0000195 0.0000793 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC104 plate2 pass 0.0000195 0.0000338 0.0000195 0.0000597 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC188 plate3 pass 0.0000195 0.0000439 0.0000195 0.0002395 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC021 plate1 pass 0.0000195 0.0000418 0.0000195 0.0000793 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC105 plate2 pass 0.0000195 0.0000280 0.0000195 0.0000597 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC189 plate3 pass 0.0000195 0.0000384 0.0000195 0.0002395 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC025 plate1 pass 0.0000220 0.0004500 0.0003524 0.0005702 0.0000195 0.0001152 0.0000443 0.0000937 seropositive
ABC109 plate2 pass 0.0000218 0.0004771 0.0003337 0.0004742 0.0000195 0.0001116 0.0000403 0.0001395 seropositive
ABC193 plate3 pass 0.0000225 0.0004655 0.0003498 0.0006043 0.0000195 0.0001140 0.0000410 0.0000538 seropositive
ABC034 plate1 pass 0.0000195 0.0000664 0.0000195 0.0002059 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC118 plate2 pass 0.0000195 0.0000508 0.0000195 0.0001517 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC202 plate3 pass 0.0000195 0.0000633 0.0000195 0.0003281 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC035 plate1 pass 0.0000227 0.0006344 0.0000791 0.0014628 0.0011109 0.0001388 0.0003723 0.0005048 seropositive
ABC119 plate2 pass 0.0000224 0.0006764 0.0000617 0.0013435 0.0011236 0.0001348 0.0003865 0.0012581 seropositive
ABC203 plate3 pass 0.0000231 0.0006622 0.0000782 0.0013768 0.0010692 0.0001377 0.0003868 0.0005442 seropositive
ABC036 plate1 pass 0.0002355 0.0051700 0.0001340 0.0200000 0.0037409 0.0007715 0.0008595 0.0182981 seropositive
ABC120 plate2 pass 0.0002849 0.0047821 0.0001141 0.0200000 0.0035037 0.0007413 0.0009350 0.0042299 seropositive
ABC204 plate3 pass 0.0002520 0.0053821 0.0001328 0.0200000 0.0036382 0.0007972 0.0009555 0.0036438 seropositive
ABC026 plate1 pass 0.0001711 0.0030235 0.0003042 0.0009502 0.0000195 0.0000303 0.0000296 0.0003794 seropositive
ABC110 plate2 pass 0.0001933 0.0029675 0.0002837 0.0008356 0.0000195 0.0000279 0.0000273 0.0003929 seropositive
ABC194 plate3 pass 0.0001734 0.0031647 0.0003017 0.0009191 0.0000195 0.0000283 0.0000276 0.0002531 seropositive
ABC027 plate1 pass 0.0000437 0.0043973 0.0001074 0.0008203 0.0000742 0.0017540 0.0011982 0.0051303 seropositive
ABC111 plate2 pass 0.0000396 0.0041467 0.0000892 0.0007101 0.0000616 0.0015547 0.0012826 0.0052626 seropositive
ABC195 plate3 pass 0.0000403 0.0045841 0.0001064 0.0008089 0.0000706 0.0018269 0.0013237 0.0035886 seropositive
ABC028 plate1 pass 0.0000657 0.0017883 0.0001360 0.0009813 0.0004609 0.0003842 0.0001261 0.0009001 seropositive
ABC112 plate2 pass 0.0000611 0.0018351 0.0001160 0.0008658 0.0004552 0.0003758 0.0001179 0.0007279 seropositive
ABC196 plate3 pass 0.0000602 0.0018806 0.0001348 0.0009458 0.0004446 0.0003895 0.0001176 0.0007372 seropositive
ABC029 plate1 pass 0.0000750 0.0012423 0.0001061 0.0009168 0.0000195 0.0001034 0.0000789 0.0000729 seropositive
ABC113 plate2 pass 0.0000731 0.0013030 0.0000879 0.0008031 0.0000195 0.0001000 0.0000721 0.0000691 seropositive
ABC197 plate3 pass 0.0000708 0.0013072 0.0001051 0.0008905 0.0000195 0.0001022 0.0000726 0.0000711 seropositive
ABC030 plate1 pass 0.0001246 0.0006156 0.0000728 0.0008003 0.0008235 0.0007896 0.0019028 0.0003590 seropositive
ABC114 plate2 pass 0.0001319 0.0006563 0.0000564 0.0006908 0.0008320 0.0007577 0.0018913 0.0032075 seropositive
ABC198 plate3 pass 0.0001212 0.0006421 0.0000719 0.0007921 0.0007929 0.0008163 0.0019773 0.0031148 seropositive
ABC031 plate1 pass 0.0000726 0.0014712 0.0001005 0.0010785 0.0006931 0.0004314 0.0017309 0.0011432 seropositive
ABC115 plate2 pass 0.0000704 0.0015290 0.0000827 0.0009610 0.0006974 0.0004215 0.0017563 0.0003668 seropositive
ABC199 plate3 pass 0.0000685 0.0015482 0.0000995 0.0010304 0.0006677 0.0004388 0.0018316 0.0024246 seropositive
ABC032 plate1 pass 0.0001029 0.0200000 0.0001321 0.0193282 0.0031020 0.0009222 0.0014165 0.0182981 seropositive
ABC116 plate2 pass 0.0001051 0.0200000 0.0001123 0.0193657 0.0029626 0.0008768 0.0014873 0.0054162 seropositive
ABC200 plate3 pass 0.0000984 0.0200000 0.0001309 0.0199151 0.0030063 0.0009568 0.0015425 0.0166097 seropositive
ABC033 plate1 pass 0.0000215 0.0002795 0.0000221 0.0004711 0.0000195 0.0000357 0.0000220 0.0000377 seronegative
ABC117 plate2 pass 0.0000214 0.0002884 0.0000195 0.0003835 0.0000195 0.0000319 0.0000220 0.0000368 seronegative
ABC201 plate3 pass 0.0000220 0.0002840 0.0000218 0.0005263 0.0000195 0.0000335 0.0000222 0.0000361 seropositive
ABC037 plate1 pass 0.0000281 0.0014473 0.0000277 0.0007758 0.0000195 0.0001549 0.0000275 0.0001617 seropositive
ABC121 plate2 pass 0.0000272 0.0015056 0.0000238 0.0006675 0.0000195 0.0001507 0.0000268 0.0000938 seropositive
ABC205 plate3 pass 0.0000280 0.0015230 0.0000273 0.0007717 0.0000195 0.0001539 0.0000271 0.0000982 seropositive
ABC046 plate1 pass 0.0001041 0.0006123 0.0000751 0.0009465 0.0003754 0.0002432 0.0000876 0.0003099 seropositive
ABC130 plate2 pass 0.0001066 0.0006528 0.0000583 0.0008320 0.0003657 0.0002378 0.0000803 0.0001380 seronegative
ABC214 plate3 pass 0.0000996 0.0006387 0.0000742 0.0009160 0.0003623 0.0002438 0.0000806 0.0003863 seropositive
ABC047 plate1 pass 0.0000604 0.0004578 0.0000288 0.0004876 0.0000195 0.0000307 0.0000230 0.0001298 seropositive
ABC131 plate2 pass 0.0000576 0.0004855 0.0000243 0.0003984 0.0000195 0.0000283 0.0000229 0.0000332 seronegative
ABC215 plate3 pass 0.0000572 0.0004737 0.0000284 0.0005391 0.0000195 0.0000302 0.0000231 0.0000810 seropositive
ABC048 plate1 pass 0.0000239 0.0011165 0.0000342 0.0009576 0.0000195 0.0000912 0.0001373 0.0003794 seropositive
ABC132 plate2 pass 0.0000235 0.0011766 0.0000251 0.0008427 0.0000195 0.0000880 0.0001293 0.0000562 seropositive
ABC216 plate3 pass 0.0000241 0.0011743 0.0000336 0.0009255 0.0000195 0.0000899 0.0001288 0.0003289 seropositive
ABC038 plate1 pass 0.0000195 0.0000459 0.0000195 0.0000671 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC122 plate2 pass 0.0000195 0.0000338 0.0000195 0.0000483 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC206 plate3 pass 0.0000195 0.0000439 0.0000195 0.0002309 0.0000195 0.0000195 0.0000195 0.0000195 seronegative
ABC039 plate1 pass 0.0000463 0.0016343 0.0001042 0.0038643 0.0002357 0.0000559 0.0000528 0.0003615 seropositive
ABC123 plate2 pass 0.0000439 0.0016873 0.0000862 0.0038397 0.0002208 0.0000523 0.0000455 0.0003150 seropositive
ABC207 plate3 pass 0.0000444 0.0017193 0.0001032 0.0038512 0.0002274 0.0000535 0.0000477 0.0006096 seropositive
ABC040 plate1 pass 0.0000241 0.0005483 0.0000679 0.0010118 0.0000195 0.0000754 0.0000627 0.0000565 seropositive
ABC124 plate2 pass 0.0000237 0.0005840 0.0000492 0.0008956 0.0000195 0.0000725 0.0000571 0.0001232 seropositive
ABC208 plate3 pass 0.0000243 0.0005704 0.0000670 0.0009723 0.0000195 0.0000741 0.0000578 0.0000900 seropositive
ABC041 plate1 pass 0.0000430 0.0003547 0.0000435 0.0005946 0.0000195 0.0000337 0.0000653 0.0000572 seropositive
ABC125 plate2 pass 0.0000390 0.0003721 0.0000315 0.0004967 0.0000195 0.0000315 0.0000595 0.0000406 seronegative
ABC209 plate3 pass 0.0000398 0.0003639 0.0000429 0.0006237 0.0000195 0.0000319 0.0000602 0.0000599 seropositive
ABC042 plate1 pass 0.0001649 0.0077393 0.0000867 0.0011484 0.0000195 0.0002809 0.0002943 0.0007453 seropositive
ABC126 plate2 pass 0.0001848 0.0067534 0.0000702 0.0010298 0.0000195 0.0002748 0.0002983 0.0007632 seropositive
ABC210 plate3 pass 0.0001662 0.0079522 0.0000858 0.0010920 0.0000195 0.0002825 0.0002975 0.0002613 seropositive
ABC043 plate1 pass 0.0000381 0.0004389 0.0000293 0.0007820 0.0000195 0.0002446 0.0001048 0.0003114 seropositive
ABC127 plate2 pass 0.0000360 0.0004649 0.0000246 0.0006734 0.0000195 0.0002391 0.0000969 0.0001574 seropositive
ABC211 plate3 pass 0.0000371 0.0004536 0.0000289 0.0007768 0.0000195 0.0002452 0.0000969 0.0001468 seropositive
ABC044 plate1 pass 0.0000674 0.0029584 0.0001294 0.0176633 0.0009786 0.0001026 0.0011355 0.0023181 seropositive
ABC128 plate2 pass 0.0000648 0.0029098 0.0001097 0.0178504 0.0009903 0.0000993 0.0012210 0.0026207 seropositive
ABC212 plate3 pass 0.0000636 0.0030974 0.0001282 0.0189671 0.0009420 0.0001014 0.0012581 0.0025149 seropositive
ABC045 plate1 pass 0.0016643 0.0008762 0.0001066 0.0009205 0.0001814 0.0000766 0.0000882 0.0003805 seropositive
ABC129 plate2 pass 0.0019673 0.0009308 0.0000884 0.0008068 0.0001657 0.0000737 0.0000808 0.0002176 seropositive
ABC213 plate3 pass 0.0020775 0.0009196 0.0001056 0.0008937 0.0001749 0.0000754 0.0000811 0.0002181 seropositive
ABC049 plate1 pass 0.0000395 0.0006513 0.0001184 0.0200000 0.0006241 0.0002645 0.0019332 0.0020540 seropositive
ABC133 plate2 pass 0.0000374 0.0006945 0.0000994 0.0200000 0.0006257 0.0002587 0.0019143 0.0023496 seropositive
ABC217 plate3 pass 0.0000383 0.0006803 0.0001173 0.0200000 0.0006015 0.0002657 0.0020021 0.0022487 seropositive
ABC058 plate1 pass 0.0001349 0.0025813 0.0004536 0.0013480 0.0029132 0.0005820 0.0135476 0.0124907 seropositive
ABC142 plate2 pass 0.0001451 0.0025715 0.0004402 0.0012283 0.0027992 0.0005653 0.0052269 0.0062936 seropositive
ABC226 plate3 pass 0.0001324 0.0027065 0.0004513 0.0012714 0.0028205 0.0005969 0.0056660 0.0072079 seropositive
ABC059 plate1 pass 0.0000699 0.0054689 0.0009890 0.0007696 0.0000195 0.0030172 0.0006002 0.0020741 seropositive
ABC143 plate2 pass 0.0000674 0.0050233 0.0010202 0.0006616 0.0000195 0.0023833 0.0006473 0.0010228 seropositive
ABC227 plate3 pass 0.0000659 0.0056910 0.0010010 0.0007666 0.0000195 0.0030729 0.0006547 0.0003305 seropositive
ABC060 plate1 pass 0.0001172 0.0018686 0.0002414 0.0022066 0.0000195 0.0000780 0.0000411 0.0002850 seropositive
ABC144 plate2 pass 0.0001226 0.0019114 0.0002197 0.0021024 0.0000195 0.0000751 0.0000383 0.0001232 seropositive
ABC228 plate3 pass 0.0001133 0.0019645 0.0002393 0.0020929 0.0000195 0.0000768 0.0000390 0.0001817 seropositive
ABC050 plate1 pass 0.0000763 0.0126483 0.0001426 0.0007717 0.0000195 0.0003372 0.0003420 0.0007291 seropositive
ABC134 plate2 pass 0.0000745 0.0108562 0.0001223 0.0006636 0.0000195 0.0003299 0.0003520 0.0001351 seropositive
ABC218 plate3 pass 0.0000721 0.0130251 0.0001413 0.0007683 0.0000195 0.0003407 0.0003518 0.0008666 seropositive
ABC051 plate1 pass 0.0000691 0.0003829 0.0000371 0.0008479 0.0000195 0.0003417 0.0000613 0.0002021 seropositive
ABC135 plate2 pass 0.0000666 0.0004032 0.0000283 0.0007366 0.0000195 0.0003344 0.0000540 0.0000882 seropositive
ABC219 plate3 pass 0.0000652 0.0003938 0.0000366 0.0008321 0.0000195 0.0003454 0.0000566 0.0001308 seropositive
ABC052 plate1 pass 0.0000280 0.0004096 0.0001266 0.0005994 0.0000195 0.0000557 0.0000480 0.0000861 seropositive
ABC136 plate2 pass 0.0000271 0.0004327 0.0001071 0.0005012 0.0000195 0.0000520 0.0000421 0.0000968 seropositive
ABC220 plate3 pass 0.0000279 0.0004223 0.0001254 0.0006276 0.0000195 0.0000532 0.0000427 0.0001015 seropositive
ABC053 plate1 pass 0.0001178 0.0018705 0.0001416 0.0009465 0.0001046 0.0001242 0.0004386 0.0003498 seropositive
ABC137 plate2 pass 0.0001234 0.0019132 0.0001213 0.0008320 0.0000901 0.0001204 0.0004624 0.0002859 seropositive
ABC221 plate3 pass 0.0001140 0.0019665 0.0001403 0.0009160 0.0001001 0.0001230 0.0004642 0.0006194 seropositive
ABC054 plate1 pass 0.0000567 0.0017951 0.0000508 0.0200000 0.0057838 0.0002551 0.0002726 0.0182981 seropositive
ABC138 plate2 pass 0.0000520 0.0018415 0.0000367 0.0200000 0.0051486 0.0002495 0.0002740 0.0128954 seropositive
ABC222 plate3 pass 0.0000520 0.0018877 0.0000501 0.0200000 0.0056933 0.0002560 0.0002730 0.0175989 seropositive
ABC055 plate1 pass 0.0007477 0.0012599 0.0005747 0.0011145 0.0013763 0.0008659 0.0004980 0.0008778 seropositive
ABC139 plate2 pass 0.0010363 0.0013205 0.0005698 0.0009965 0.0013863 0.0008266 0.0005305 0.0018499 seropositive
ABC223 plate3 pass 0.0009724 0.0013258 0.0005738 0.0010621 0.0013248 0.0008972 0.0005341 0.0017722 seropositive
ABC056 plate1 pass 0.0200000 0.0200000 0.0005948 0.0200000 0.0022244 0.0007707 0.0007051 0.0182981 seropositive
ABC140 plate2 pass 0.0048248 0.0200000 0.0005914 0.0200000 0.0021861 0.0007405 0.0007655 0.0180148 seropositive
ABC224 plate3 pass 0.0073208 0.0200000 0.0005942 0.0200000 0.0021467 0.0007964 0.0007778 0.0118795 seropositive
ABC057 plate1 pass 0.0000809 0.0200000 0.0001196 0.0011433 0.0001121 0.0014788 0.0003261 0.0182981 seropositive
ABC141 plate2 pass 0.0000796 0.0200000 0.0001005 0.0010249 0.0000973 0.0013433 0.0003340 0.0089819 seropositive
ABC225 plate3 pass 0.0000765 0.0200000 0.0001185 0.0010876 0.0001075 0.0015422 0.0003336 0.0082846 seropositive
ABC061 plate1 pass 0.0001287 0.0147010 0.0001646 0.0009975 0.0003211 0.0051695 0.0028952 0.0182981 seropositive
ABC145 plate2 pass 0.0001371 0.0124333 0.0001435 0.0008816 0.0003091 0.0033940 0.0025298 0.0039405 seropositive
ABC229 plate3 pass 0.0001257 0.0152000 0.0001632 0.0009599 0.0003100 0.0049382 0.0026711 0.0028202 seropositive
ABC070 plate1 pass 0.0002306 0.0200000 0.0001512 0.0200000 0.0078811 0.0009653 0.0010695 0.0182981 seropositive
ABC154 plate2 pass 0.0002777 0.0188821 0.0001306 0.0200000 0.0067772 0.0009148 0.0011547 0.0110121 seropositive
ABC238 plate3 pass 0.0002458 0.0200000 0.0001499 0.0200000 0.0078560 0.0010024 0.0011877 0.0032592 seropositive
ABC071 plate1 pass 0.0000275 0.0015944 0.0000437 0.0007551 0.0000195 0.0001256 0.0000396 0.0000637 seropositive
ABC155 plate2 pass 0.0000267 0.0016488 0.0000316 0.0006478 0.0000195 0.0001218 0.0000355 0.0000606 seropositive
ABC239 plate3 pass 0.0000275 0.0016775 0.0000430 0.0007545 0.0000195 0.0001244 0.0000377 0.0000618 seropositive
ABC072 plate1 pass 0.0000659 0.0042734 0.0001251 0.0129192 0.0022279 0.0006446 0.0005806 0.0071706 seropositive
ABC156 plate2 pass 0.0000631 0.0040432 0.0001057 0.0132765 0.0021893 0.0006241 0.0006250 0.0010009 seropositive
ABC240 plate3 pass 0.0000603 0.0044563 0.0001240 0.0141769 0.0021501 0.0006629 0.0006317 0.0015428 seropositive
ABC062 plate1 pass 0.0001058 0.0018598 0.0001504 0.0011009 0.0040845 0.0006523 0.0002020 0.0026204 seropositive
ABC146 plate2 pass 0.0001086 0.0019031 0.0001298 0.0009830 0.0037882 0.0006313 0.0001968 0.0019872 seropositive
ABC230 plate3 pass 0.0001014 0.0019554 0.0001491 0.0010501 0.0039802 0.0006711 0.0001958 0.0134354 seropositive
ABC063 plate1 pass 0.0000494 0.0009780 0.0002921 0.0007922 0.0000195 0.0003623 0.0002644 0.0000762 seropositive
ABC147 plate2 pass 0.0000453 0.0010357 0.0002713 0.0006831 0.0000195 0.0003545 0.0002649 0.0000722 seropositive
ABC231 plate3 pass 0.0000456 0.0010277 0.0002897 0.0007853 0.0000195 0.0003667 0.0002639 0.0000745 seropositive
ABC064 plate1 pass 0.0001450 0.0006417 0.0001147 0.0010296 0.0025993 0.0009550 0.0097890 0.0115630 seropositive
ABC148 plate2 pass 0.0001582 0.0006843 0.0000959 0.0009130 0.0025233 0.0009058 0.0043817 0.0003199 seropositive
ABC232 plate3 pass 0.0001435 0.0006700 0.0001137 0.0009877 0.0025127 0.0009915 0.0047167 0.0076416 seropositive
ABC065 plate1 pass 0.0001262 0.0022864 0.0002073 0.0016430 0.0026951 0.0010988 0.0181042 0.0182981 seropositive
ABC149 plate2 pass 0.0001339 0.0023019 0.0001855 0.0015255 0.0026080 0.0010306 0.0112485 0.0060972 seropositive
ABC233 plate3 pass 0.0001229 0.0024001 0.0002054 0.0015451 0.0026065 0.0011435 0.0114948 0.0024719 seropositive
ABC066 plate1 pass 0.0001684 0.0200000 0.0004109 0.0200000 0.0042688 0.0008983 0.0018885 0.0182981 seropositive
ABC150 plate2 pass 0.0001895 0.0200000 0.0003951 0.0200000 0.0039391 0.0008555 0.0018804 0.0107387 seropositive
ABC234 plate3 pass 0.0001702 0.0200000 0.0004084 0.0200000 0.0041643 0.0009314 0.0019655 0.0062016 seropositive
ABC067 plate1 pass 0.0000576 0.0004243 0.0000455 0.0006732 0.0000195 0.0001156 0.0001154 0.0001588 seropositive
ABC151 plate2 pass 0.0000529 0.0004488 0.0000345 0.0005703 0.0000195 0.0001120 0.0001073 0.0001972 seropositive
ABC235 plate3 pass 0.0000528 0.0004380 0.0000449 0.0006872 0.0000195 0.0001144 0.0001072 0.0002094 seropositive
ABC068 plate1 pass 0.0000225 0.0003210 0.0007418 0.0006755 0.0000195 0.0001198 0.0001405 0.0000959 seropositive
ABC152 plate2 pass 0.0000223 0.0003346 0.0007506 0.0005724 0.0000195 0.0001162 0.0001324 0.0001570 seropositive
ABC236 plate3 pass 0.0000229 0.0003280 0.0007446 0.0006891 0.0000195 0.0001186 0.0001320 0.0001668 seropositive
ABC069 plate1 pass 0.0000584 0.0007502 0.0001281 0.0069600 0.0030385 0.0020062 0.0017465 0.0133753 seropositive
ABC153 plate2 pass 0.0000555 0.0007992 0.0001085 0.0071563 0.0029078 0.0017380 0.0017689 0.0068920 seropositive
ABC237 plate3 pass 0.0000553 0.0007856 0.0001269 0.0075580 0.0029437 0.0020840 0.0018452 0.0040204 seropositive
ABC073 plate1 pass 0.0000887 0.0031029 0.0001634 0.0200000 0.0006250 0.0000663 0.0002895 0.0031323 seropositive
ABC157 plate2 pass 0.0000884 0.0030377 0.0001423 0.0200000 0.0006266 0.0000636 0.0002929 0.0002757 seropositive
ABC241 plate3 pass 0.0000841 0.0032470 0.0001619 0.0200000 0.0006023 0.0000651 0.0002920 0.0010582 seropositive
ABC082 plate1 pass 0.0000227 0.0007064 0.0000294 0.0010366 0.0000195 0.0000533 0.0000861 0.0001269 seropositive
ABC166 plate2 pass 0.0000225 0.0007530 0.0000247 0.0009199 0.0000195 0.0000510 0.0000789 0.0000987 seropositive
ABC250 plate3 pass 0.0000231 0.0007389 0.0000291 0.0009938 0.0000195 0.0000522 0.0000792 0.0000616 seropositive
ABC083 plate1 pass 0.0000231 0.0003179 0.0000606 0.0152212 0.0006856 0.0001265 0.0005598 0.0010267 seropositive
ABC167 plate2 pass 0.0000228 0.0003311 0.0000438 0.0155910 0.0006896 0.0001227 0.0006013 0.0011714 seropositive
ABC251 plate3 pass 0.0000234 0.0003247 0.0000598 0.0168749 0.0006605 0.0001254 0.0006071 0.0002354 seropositive
ABC084 plate1 pass 0.0000278 0.0044414 0.0000780 0.0006323 0.0000195 0.0001627 0.0001839 0.0003538 seropositive
ABC168 plate2 pass 0.0000269 0.0041835 0.0000608 0.0005319 0.0000195 0.0001585 0.0001776 0.0002364 seropositive
ABC252 plate3 pass 0.0000277 0.0046296 0.0000772 0.0006541 0.0000195 0.0001619 0.0001767 0.0001952 seropositive
ABC074 plate1 pass 0.0000275 0.0006008 0.0002224 0.0008243 0.0000195 0.0003273 0.0003362 0.0001076 seropositive
ABC158 plate2 pass 0.0000266 0.0006405 0.0002006 0.0007139 0.0000195 0.0003203 0.0003455 0.0003528 seropositive
ABC242 plate3 pass 0.0000275 0.0006264 0.0002205 0.0008122 0.0000195 0.0003305 0.0003451 0.0004941 seropositive
ABC075 plate1 pass 0.0001805 0.0010995 0.0001221 0.0008712 0.0000195 0.0002504 0.0003845 0.0003513 seropositive
ABC159 plate2 pass 0.0002062 0.0011594 0.0001028 0.0007590 0.0000195 0.0002448 0.0004004 0.0001532 seropositive
ABC243 plate3 pass 0.0001844 0.0011563 0.0001210 0.0008518 0.0000195 0.0002511 0.0004009 0.0004879 seropositive
ABC076 plate1 pass 0.0000639 0.0095659 0.0000738 0.0009502 0.0000195 0.0002661 0.0002656 0.0040573 seropositive
ABC160 plate2 pass 0.0000593 0.0084241 0.0000573 0.0008356 0.0000195 0.0002602 0.0002663 0.0003160 seropositive
ABC244 plate3 pass 0.0000586 0.0098601 0.0000730 0.0009191 0.0000195 0.0002672 0.0002653 0.0007186 seropositive
ABC077 plate1 pass 0.0000391 0.0006573 0.0000576 0.0007341 0.0000467 0.0003233 0.0004712 0.0002695 seropositive
ABC161 plate2 pass 0.0000370 0.0007008 0.0000400 0.0006278 0.0000195 0.0003164 0.0004998 0.0000959 seropositive
ABC245 plate3 pass 0.0000380 0.0006866 0.0000568 0.0007371 0.0000437 0.0003263 0.0005025 0.0000615 seronegative
ABC078 plate1 pass 0.0001463 0.0200000 0.0002175 0.0200000 0.0058178 0.0005519 0.0034698 0.0182981 seropositive
ABC162 plate2 pass 0.0001600 0.0200000 0.0001957 0.0200000 0.0051753 0.0005369 0.0028127 0.0185045 seropositive
ABC246 plate3 pass 0.0001451 0.0200000 0.0002156 0.0200000 0.0057279 0.0005652 0.0029805 0.0014107 seropositive
ABC079 plate1 pass 0.0021309 0.0008266 0.0000798 0.0010047 0.0005971 0.0001052 0.0000871 0.0013652 seropositive
ABC163 plate2 pass 0.0022714 0.0008792 0.0000623 0.0008886 0.0005976 0.0001018 0.0000798 0.0001526 seropositive
ABC247 plate3 pass 0.0024930 0.0008669 0.0000789 0.0009661 0.0005755 0.0001040 0.0000801 0.0003804 seropositive
ABC080 plate1 pass 0.0000998 0.0008288 0.0001000 0.0013385 0.0029112 0.0004748 0.0001849 0.0064529 seropositive
ABC164 plate2 pass 0.0001015 0.0008815 0.0000823 0.0012189 0.0027974 0.0004632 0.0001786 0.0002631 seropositive
ABC248 plate3 pass 0.0000952 0.0008693 0.0000990 0.0012628 0.0028185 0.0004842 0.0001777 0.0003191 seropositive
ABC081 plate1 pass 0.0000972 0.0012180 0.0000950 0.0012229 0.0000195 0.0000729 0.0000441 0.0002424 seropositive
ABC165 plate2 pass 0.0000984 0.0012786 0.0000777 0.0011037 0.0000195 0.0000701 0.0000402 0.0002757 seropositive
ABC249 plate3 pass 0.0000926 0.0012815 0.0000941 0.0011585 0.0000195 0.0000717 0.0000409 0.0000545 seropositive
ABC085 plate1 pass 0.0000655 0.0002256 0.0000248 0.0007840 0.0000195 0.0002754 0.0000378 0.0005134 seropositive
ABC169 plate2 pass 0.0000608 0.0002280 0.0000230 0.0006753 0.0000195 0.0002694 0.0000327 0.0002780 seropositive
ABC253 plate3 pass 0.0000600 0.0002270 0.0000245 0.0007785 0.0000195 0.0002768 0.0000348 0.0001335 seropositive
ABC094 plate1 pass 0.0000950 0.0020002 0.0002523 0.0009317 0.0000195 0.0000465 0.0000234 0.0003429 seropositive
ABC178 plate2 pass 0.0000958 0.0020356 0.0002307 0.0008176 0.0000195 0.0000446 0.0000232 0.0003138 seropositive
ABC262 plate3 pass 0.0000904 0.0021019 0.0002501 0.0009033 0.0000195 0.0000456 0.0000234 0.0001359 seropositive
ABC095 plate1 pass 0.0000385 0.0058606 0.0000829 0.0006821 0.0001415 0.0017682 0.0011204 0.0061911 seropositive
ABC179 plate2 pass 0.0000365 0.0053357 0.0000668 0.0005786 0.0001260 0.0015653 0.0012059 0.0030747 seropositive
ABC263 plate3 pass 0.0000375 0.0060963 0.0000820 0.0006945 0.0001361 0.0018414 0.0012421 0.0009958 seropositive
ABC096 plate1 pass 0.0000446 0.0010494 0.0000812 0.0006552 0.0022234 0.0002925 0.0001074 0.0004211 seropositive
ABC180 plate2 pass 0.0000404 0.0011087 0.0000652 0.0005534 0.0021852 0.0002861 0.0000994 0.0010743 seropositive
ABC264 plate3 pass 0.0000429 0.0011033 0.0000803 0.0006726 0.0021457 0.0002944 0.0000994 0.0005798 seropositive
ABC086 plate1 pass 0.0000226 0.0003698 0.0000726 0.0004821 0.0000195 0.0000464 0.0000291 0.0000784 seropositive
ABC170 plate2 pass 0.0000224 0.0003888 0.0000544 0.0003935 0.0000195 0.0000444 0.0000270 0.0000743 seropositive
ABC254 plate3 pass 0.0000230 0.0003800 0.0000718 0.0005349 0.0000195 0.0000454 0.0000273 0.0000768 seropositive
ABC087 plate1 pass 0.0000333 0.0017156 0.0001334 0.0005299 0.0000947 0.0000641 0.0001988 0.0002749 seropositive
ABC171 plate2 pass 0.0000299 0.0017656 0.0001135 0.0004370 0.0000807 0.0000614 0.0001935 0.0001197 seronegative
ABC255 plate3 pass 0.0000328 0.0018046 0.0001322 0.0005723 0.0000906 0.0000629 0.0001925 0.0001823 seronegative
ABC088 plate1 pass 0.0000323 0.0010494 0.0000349 0.0193135 0.0050528 0.0001390 0.0001392 0.0082711 seropositive
ABC172 plate2 pass 0.0000278 0.0011087 0.0000271 0.0193512 0.0045710 0.0001351 0.0001311 0.0060064 seropositive
ABC256 plate3 pass 0.0000320 0.0011033 0.0000343 0.0198877 0.0049520 0.0001379 0.0001307 0.0067261 seropositive
ABC089 plate1 pass 0.0003991 0.0004243 0.0001520 0.0006415 0.0006181 0.0002457 0.0002975 0.0007358 seropositive
ABC173 plate2 pass 0.0005318 0.0004488 0.0001314 0.0005405 0.0006195 0.0002402 0.0003018 0.0007636 seropositive
ABC257 plate3 pass 0.0004729 0.0004380 0.0001507 0.0006615 0.0005957 0.0002464 0.0003010 0.0009573 seropositive
ABC090 plate1 pass 0.0200000 0.0200000 0.0006025 0.0200000 0.0016853 0.0006782 0.0006284 0.0182981 seropositive
ABC174 plate2 pass 0.0053772 0.0200000 0.0005998 0.0200000 0.0016843 0.0006554 0.0006794 0.0089291 seropositive
ABC258 plate3 pass 0.0088057 0.0200000 0.0006021 0.0200000 0.0016233 0.0006985 0.0006880 0.0184996 seropositive
ABC091 plate1 pass 0.0000492 0.0177124 0.0000626 0.0007861 0.0000580 0.0007312 0.0002631 0.0012034 seropositive
ABC175 plate2 pass 0.0000451 0.0153439 0.0000451 0.0006773 0.0000469 0.0007043 0.0002634 0.0048524 seropositive
ABC259 plate3 pass 0.0000454 0.0183875 0.0000618 0.0007802 0.0000548 0.0007545 0.0002624 0.0012115 seropositive
ABC092 plate1 pass 0.0001198 0.0017893 0.0002529 0.0009429 0.0017829 0.0002138 0.0014839 0.0007710 seropositive
ABC176 plate2 pass 0.0001259 0.0018360 0.0002313 0.0008284 0.0017767 0.0002088 0.0015475 0.0033110 seropositive
ABC260 plate3 pass 0.0001161 0.0018816 0.0002507 0.0009128 0.0017178 0.0002137 0.0016070 0.0002671 seropositive
ABC093 plate1 pass 0.0000385 0.0019218 0.0005829 0.0006777 0.0000195 0.0013278 0.0003775 0.0009095 seropositive
ABC177 plate2 pass 0.0000365 0.0019617 0.0005786 0.0005744 0.0000195 0.0012220 0.0003924 0.0005310 seropositive
ABC261 plate3 pass 0.0000375 0.0020201 0.0005821 0.0006909 0.0000195 0.0013845 0.0003928 0.0010110 seropositive

For more information on how to interrogate and visualise these data, see the Classification page.

1.2 Data Analysis: runPvSeroPipeline()

Run this global function runPvSeroPipeline() embedded within the {SeroTrackR} R package! This function contains all of the steps in order of how to perform the Plasmodium vivax serology test and treat protocol as found in our application!

1.2.1 Run Classification: Yes

final_analysis <- runPvSeroPipeline(
  raw_data = your_raw_data, 
  plate_layout = your_plate_layout, 
  platform = "magpix", 
  location = "ETH", 
  experiment_name = "experiment1", 
  std_point = 10,
  classify = "Yes", 
  algorithm_type = "antibody_model", 
  sens_spec = "balanced"
)
#> PASS: File example_magpix_plate1.csv successfully validated.
#> PASS: File example_magpix_plate2.csv successfully validated.
#> PASS: File example_magpix_plate3.csv successfully validated.
#> Plate layouts correctly identified!
#> QC Processes completed.
#> MFI to RAU conversion completed.
#> Please write a standard point curve.
#> QC Plotting completed.
#> Pv classification completed.

1.2.1.1 Classification

This is a table containing the classification results (seropositive or seronegative) for each SampleID. In this case, the classification results are stored in the pred_class_max column as we chose the sens_spec = "balanced". If you change it to another type of threshold, then the suffix of that column will change accordingly.

You will also see the relative antibody unit (RAU) values (columns with antigen names), whether the sample passed QC check (QC_total) and the plate that they were run on.

final_analysis[[1]] %>%
  head() %>% 
  kable()
SampleID Plate QC_total PvEBP Pv-fam-a PvMSP5 PvMSP1-19 PvMSP8 PvPTEX150 PvCSS PvRBP2b pred_class_max
ABC013 plate1 pass 0.0003339 0.0015045 0.0002163 0.0014567 0.0000195 0.0001591 0.0000772 0.0003714 seropositive
ABC097 plate2 pass 0.0004324 0.0015615 0.0001944 0.0013373 0.0000195 0.0001549 0.0000705 0.0009189 seropositive
ABC181 plate3 pass 0.0003822 0.0015832 0.0002144 0.0013711 0.0000195 0.0001582 0.0000710 0.0002070 seropositive
ABC022 plate1 pass 0.0200000 0.0200000 0.0007373 0.0194885 0.0006247 0.0003145 0.0006008 0.0004895 seropositive
ABC106 plate2 pass 0.0057123 0.0193731 0.0007458 0.0195240 0.0006263 0.0003077 0.0006480 0.0126203 seropositive
ABC190 plate3 pass 0.0098260 0.0200000 0.0007400 0.0200000 0.0006020 0.0003171 0.0006555 0.0175253 seropositive

1.2.1.2 Standard Curve Plot

final_analysis[[2]]
#> NULL

1.2.1.3 Bead Counts QC Plot

final_analysis[[3]] # Plot

final_analysis[[4]] # Samples to repeat 
#> # A tibble: 2 × 4
#>   Location SampleID Plate  QC   
#>   <chr>    <chr>    <chr>  <chr>
#> 1 A1       Blank1   plate2 fail 
#> 2 A2       Blank2   plate2 fail

1.2.1.4 Blanks QC Plot

final_analysis[[5]]

1.2.1.5 Model Output Plot

final_analysis[[6]]
#> $plate1
#> Ignoring unknown labels:
#> • fill : "Antigen"

#> 
#> $plate2
#> Ignoring unknown labels:
#> • fill : "Antigen"

#> 
#> $plate3
#> Ignoring unknown labels:
#> • fill : "Antigen"

1.2.2 Run Classification: No

no_classification_final_analysis <- runPvSeroPipeline(
  raw_data = your_raw_data, 
  plate_layout = your_plate_layout, 
  platform = "magpix", 
  location = "ETH", 
  experiment_name = "experiment1", 
  std_point = 10,
  classify = "No", # key if you do NOT want any classification performed i.e., you do not have PvSeroTAT antigens 
  algorithm_type = "antibody_model", 
  sens_spec = "balanced"
)
#> PASS: File example_magpix_plate1.csv successfully validated.
#> PASS: File example_magpix_plate2.csv successfully validated.
#> PASS: File example_magpix_plate3.csv successfully validated.
#> Plate layouts correctly identified!
#> QC Processes completed.
#> MFI to RAU conversion completed.
#> Please write a standard point curve.
#> QC Plotting completed.
#> No Classification Performed.

1.2.2.1 MFI and RAU Data

no_classification_final_analysis[[1]]  %>%
  head() %>% 
  kable()
SampleID Plate QC_total PvEBP_MFI PvEBP_Dilution Pv-fam-a_MFI Pv-fam-a_Dilution PvMSP5_MFI PvMSP5_Dilution PvMSP1-19_MFI PvMSP1-19_Dilution PvMSP8_MFI PvMSP8_Dilution PvPTEX150_MFI PvPTEX150_Dilution PvCSS_MFI PvCSS_Dilution PvRBP2b_MFI PvRBP2b_Dilution
ABC013 plate1 pass 2712 0.0003339 1569.0 0.0015045 673 0.0002163 327 0.0014567 182.0 1.95e-05 936.0 0.0001591 223 0.0000772 1068.0 0.0003714
ABC014 plate1 pass 134 0.0000216 378.0 0.0004204 117 0.0000277 197 0.0010331 58.0 1.95e-05 122.0 0.0000225 93 0.0000298 465.5 0.0001536
ABC015 plate1 pass 182 0.0000232 209.0 0.0002466 208 0.0000616 374 0.0015985 221.5 1.95e-05 293.0 0.0000535 868 0.0002235 463.0 0.0001527
ABC016 plate1 pass 152 0.0000222 229.5 0.0002688 101 0.0000244 89 0.0005994 48.0 1.95e-05 109.0 0.0000220 110 0.0000383 591.0 0.0001989
ABC017 plate1 pass 1135 0.0001478 236.0 0.0002758 299 0.0000950 507 0.0019840 209.5 1.95e-05 1665.5 0.0002668 266 0.0000893 671.0 0.0002277
ABC018 plate1 pass 174 0.0000229 395.0 0.0004370 175 0.0000460 78 0.0005452 70.0 1.95e-05 294.5 0.0000537 92 0.0000296 103.0 0.0000238

1.2.2.2 QC Plots

Repeat the same steps as above to find the QC plots!

#### Standard Curve Plot
no_classification_final_analysis[[2]]
#> NULL

#### Bead Counts QC Plot
no_classification_final_analysis[[3]] # Plot

no_classification_final_analysis[[4]] # Samples to repeat 
#> # A tibble: 2 × 4
#>   Location SampleID Plate  QC   
#>   <chr>    <chr>    <chr>  <chr>
#> 1 A1       Blank1   plate2 fail 
#> 2 A2       Blank2   plate2 fail

#### Blanks QC Plot
no_classification_final_analysis[[5]]


#### Model Output Plot
no_classification_final_analysis[[6]]
#> $plate1
#> Ignoring unknown labels:
#> • fill : "Antigen"

#> 
#> $plate2
#> Ignoring unknown labels:
#> • fill : "Antigen"

#> 
#> $plate3
#> Ignoring unknown labels:
#> • fill : "Antigen"

1.2.3 Create a PDF Report

renderQCReport(
  your_raw_data, 
  your_plate_layout, 
  "magpix", 
  location = "ETH",
  path = "results/" # defaults to your current working directory
)