Validation Log 2026-01-11 07:36:07.740216 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006988/mwtab/json Study ID: ST004202 Analysis ID: AN006988 File format: json Status: Contains Validation Issues Number of Issues: 10 Number of Warnings: 9 Number of Value Errors: 10 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "60°C", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Warning: The "m/z ratio" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "REFMET_ID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "REFMET_ID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 0 RM0135443 1 RM0135506 2 RM0135507 3 RM0135508 4 RM0135509 5 RM0160764 6 RM0134164 7 RM0029227 8 RM0028971 9 RM0028902 10 RM0053907 11 RM0028896 12 RM0029561 13 RM0038788 14 RM0138632 15 RM0029808 16 RM0041297 17 RM0134168 18 RM0135483 19 RM0135485 20 RM0135486 21 RM0030219 22 RM0135487 23 RM0030230 24 RM0135488 25 RM0138865 26 RM0135489 27 RM0134169 28 RM0138864 29 RM0035953 30 RM0135501 31 RM0040717 32 RM0135502 33 RM0135503 34 RM0135504 35 RM0135505 36 RM0134207 37 RM0134208 38 RM0058988 39 RM0030381 40 RM0008597 41 RM0162122 42 RM0040732 43 RM0121228 44 RM0163044 45 RM0163045 46 RM0122453 47 RM0015213 48 RM0015287 49 RM0015382 50 RM0012492 51 RM0121071 52 RM0015486 54 RM0048343 55 RM0047744 56 RM0036803 57 RM0044465 58 RM0134064 59 RM0008618 60 RM0036777 61 RM0013838 62 RM0042554 63 RM0134083 64 RM0045276 65 RM0030330 66 RM0044705 67 RM0047158 68 RM0006877 69 RM0026745 70 RM0025525 71 RM0025712 72 RM0041439 73 RM0125196 74 RM0026926 75 RM0026928 76 RM0038634 77 RM0042834 78 RM0026951 79 RM0134087 80 RM0125779 81 RM0125780 82 RM0125781 83 RM0056494 84 RM0125782 85 RM0135628 86 RM0135629 87 RM0138885 88 RM0120483 89 RM0135632 90 RM0120695 92 RM0138721 94 RM0135634 95 RM0135636 97 RM0121778 98 RM0134097 99 RM0163288 100 RM0134100 101 RM0134100 102 RM0138770 103 RM0059100 104 RM0134103 105 RM0134106 106 RM0134106 107 RM0134107 108 RM0059465 109 RM0120987 110 RM0134109 111 RM0134110 112 RM0122662 113 RM0060144 114 RM0060144 115 RM0134159 116 RM0122300 117 RM0134112 118 RM0059018 120 RM0134149 121 RM0024736 122 RM0060201 123 RM0138773 124 RM0135552 125 RM0135544 126 RM0135549 128 RM0135543 134 RM0060142 135 RM0134116 136 RM0059200 137 RM0135573 138 RM0120909 139 RM0134146 140 RM0059935 141 RM0059197 142 RM0135568 143 RM0135571 144 RM0134144 145 RM0134584 146 RM0030911 147 RM0134599 148 RM0170340 149 RM0134601 150 RM0134602 151 RM0098405 152 RM0000558 153 RM0171200 158 RM0024925 159 RM0098329 160 RM0000427 161 RM0135046 162 RM0000437 163 RM0090134 164 RM0104110 165 RM0000422 166 RM0000422 167 RM0014008 168 RM0014008 169 RM0134944 170 RM0171098 171 RM0171056 172 RM0098371 173 RM0171100 174 RM0001076 175 RM0090135 176 RM0000392 177 RM0024950 178 RM0171094 179 RM0025431 180 RM0171088 181 RM0097845 182 RM0170562 183 RM0134946 184 RM0000944 187 RM0134875 188 RM0090053 189 RM0000423 190 RM0171082 191 RM0036601 192 RM0036601 193 RM0134908 194 RM0171080 195 RM0000901 196 RM0134835 197 RM0090089 198 RM0011317 199 RM0024988 200 RM0011313 201 RM0011313 202 RM0134891 203 RM0000568 204 RM0134842 205 RM0025460 206 RM0171049 207 RM0134844 208 RM0010755 209 RM0134823 210 RM0134823 211 RM0097851 212 RM0171096 213 RM0104182 214 RM0104182 215 RM0171053 216 RM0171090 217 RM0000567 218 RM0171087 219 RM0103429 220 RM0136203 221 RM0001016 222 RM0001016 223 RM0134849 224 RM0134849 225 RM0000569 226 RM0171089 227 RM0134912 228 RM0090187 229 RM0097854 230 RM0097854 231 RM0134853 232 RM0138805 233 RM0134815 234 RM0134917 235 RM0052323 236 RM0134871 237 RM0052315 238 RM0017287 239 RM0017288 240 RM0052166 241 RM0136490 242 RM0017335 243 RM0052177 244 RM0134857 245 RM0105608 246 RM0134826 247 RM0134819 248 RM0024248 249 RM0052254 250 RM0052252 251 RM0052252 252 RM0052253 253 RM0052253 254 RM0134885 255 RM0052240 256 RM0052244 257 RM0136397 258 RM0097427 259 RM0052278 260 RM0052278 261 RM0052279 262 RM0024235 263 RM0024235 264 RM0134899 265 RM0017336 266 RM0017338 267 RM0052426 268 RM0134916 269 RM0092662 270 RM0017339 271 RM0017340 272 RM0017346 273 RM0017380 274 RM0008199 275 RM0008199 276 RM0134873 277 RM0017384 278 RM0052604 279 RM0052603 280 RM0017379 281 RM0052707 282 RM0097991 283 RM0053102 284 RM0053102 285 RM0053104 286 RM0017418 287 RM0017418 288 RM0053199 289 RM0053208 290 RM0134470 291 RM0048631 295 RM0048640 296 RM0135071 297 RM0134494 298 RM0048628 299 RM0134484 300 RM0048622 301 RM0134477 303 RM0161543 304 RM0161542 305 RM0048621 306 RM0090007 307 RM0048632 308 RM0048633 309 RM0134486 310 RM0103832 311 RM0134471 313 RM0163374 314 RM0161594 315 RM0134490 317 RM0048602 318 RM0161586 319 RM0048604 320 RM0048604 321 RM0134479 322 RM0024475 323 RM0134487 324 RM0161656 325 RM0161655 326 RM0031199 327 RM0161621 328 RM0048634 329 RM0048623 330 RM0048627 331 RM0048629 332 RM0134485 333 RM0048637 334 RM0161651 335 RM0161650 336 RM0161649 337 RM0134488 338 RM0007275 343 RM0134489 344 RM0138797 345 RM0048625 346 RM0048617 347 RM0007313 348 RM0161708 349 RM0133233 350 RM0135072 351 RM0133231 352 RM0097833 353 RM0017267 354 RM0097834 355 RM0007361 356 RM0133232 357 RM0007364 358 RM0007365 359 RM0133228 360 RM0096776 361 RM0096776 362 RM0133230 363 RM0092658 364 RM0134492 369 RM0095704 370 RM0011556 371 RM0134725 372 RM0011470 373 RM0001916 374 RM0001916 375 RM0134802 376 RM0134803 377 RM0044209 378 RM0104542 379 RM0087626 380 RM0043842 381 RM0028162 382 RM0134811 383 RM0008623 384 RM0007057 385 RM0134779 386 RM0001471 387 RM0001660 388 RM0001660 389 RM0134782 390 RM0001961 393 RM0001469 394 RM0134757 395 RM0011593 396 RM0043843 397 RM0043843 398 RM0011711 399 RM0007181 400 RM0134741 401 RM0134741 402 RM0034700 403 RM0043684 404 RM0055928 405 RM0000479 406 RM0134778 407 RM0017815 408 RM0055940 409 RM0054394 410 RM0054646 411 RM0054678 412 RM0055034 413 RM0055036 414 RM0008898 415 RM0008898 416 RM0056057 417 RM0056057 418 RM0009333 419 RM0009333 420 RM0134760 421 RM0134762 422 RM0017422 423 RM0135808 424 RM0135808 425 RM0017415 426 RM0017416 427 RM0134765 430 RM0092661 431 RM0092649 432 RM0092649 433 RM0055288 434 RM0055288 435 RM0134766 436 RM0092659 437 RM0055318 438 RM0017453 439 RM0017453 440 RM0017454 441 RM0055321 442 RM0134767 445 RM0092660 446 RM0134783 447 RM0134783 448 RM0008681 449 RM0008681 450 RM0008675 451 RM0008680 452 RM0008680 453 RM0054420 454 RM0054420 455 RM0008683 456 RM0008683 457 RM0008684 458 RM0136066 459 RM0136066 460 RM0008718 461 RM0008718 462 RM0169129 463 RM0169129 464 RM0134768 465 RM0055405 466 RM0008686 467 RM0055418 468 RM0008690 469 RM0008691 470 RM0163373 471 RM0163368 472 RM0134457 473 RM0163370 474 RM0163371 475 RM0048674 476 RM0134460 477 RM0163369 478 RM0134450 479 RM0163352 480 RM0134464 481 RM0048651 482 RM0092657 483 RM0133224 484 RM0133225 485 RM0096807 489 RM0135113 490 RM0008656 491 RM0106205 492 RM0106205 493 RM0138712 494 RM0134535 495 RM0134536 496 RM0106376 497 RM0106376 498 RM0134537 499 RM0027293 502 RM0027240 503 RM0057155 504 RM0056718 505 RM0134497 506 RM0138798 507 RM0056605 508 RM0056963 509 RM0057194 510 RM0057194 511 RM0134528 512 RM0161484 514 RM0134412 515 RM0007337 516 RM0161677 517 RM0007321 518 RM0161636 519 RM0134410 520 RM0161678 521 RM0057743 522 RM0134623 523 RM0057509 524 RM0134669 525 RM0134627 526 RM0057551 527 RM0134671 528 RM0134561 529 RM0134558 530 RM0134563 531 RM0135708 532 RM0162073 533 RM0135709 534 RM0134017 535 RM0161448 536 RM0003148 537 RM0135710 538 RM0138765 539 RM0016397 540 RM0010684 541 RM0161424 542 RM0009616 543 RM0125977 544 RM0138480 545 RM0138738 546 RM0030821 547 RM0003180 548 RM0017059 549 RM0125897 550 RM0134014 551 RM0000430 552 RM0030785 553 RM0012357 554 RM0000510 570 RM0153483 571 RM0140626 572 RM0072192 573 RM0153574 574 RM0140004 575 RM0139661 576 RM0149923 577 RM0152308 578 RM0152034 579 RM0139662 580 RM0149942 581 RM0137845 582 RM0153849 583 RM0154012 584 RM0154155 585 RM0154157 586 RM0154013 587 RM0154190 588 RM0154017 589 RM0153848 590 RM0153934 591 RM0154058 592 RM0153850 593 RM0153915 594 RM0154067 595 RM0154160 596 RM0154159 597 RM0154021 598 RM0154066 599 RM0154068 600 RM0154190 601 RM0153934 602 RM0188190 603 RM0188191 604 RM0188192 605 RM0188193 606 RM0188210 607 RM0188226 608 RM0188241 609 RM0188242 610 RM0188254 611 RM0188255 612 RM0188269 613 RM0188332 614 RM0188358 615 RM0188359 616 RM0188360 617 RM0134354 618 RM0034314 619 RM0134350 620 RM0033929 621 RM0034278 622 RM0134345 623 RM0033570 624 RM0134353 625 RM0033952 626 RM0035650 627 RM0134343 628 RM0033995 629 RM0134342 630 RM0035676 631 RM0034180 632 RM0012583 633 RM0171299 634 RM0134360 635 RM0134347 636 RM0033561 637 RM0035009 638 RM0114330 639 RM0134230 640 RM0134229 641 RM0064164 642 RM0138781 643 RM0062063 644 RM0134234 645 RM0110466 646 RM0134241 647 RM0134239 648 RM0134242 649 RM0134244 650 RM0134243 651 RM0075447 653 RM0115392 654 RM0023184 655 RM0027867 656 RM0040810 657 RM0071426 658 RM0002732 659 RM0061925 660 RM0024270 661 RM0061924 662 RM0061147 663 RM0116611 664 RM0061959 665 RM0087232 666 RM0097404 667 RM0061956 668 RM0061960 669 RM0097414 670 RM0014927 671 RM0061955 672 RM0071536 673 RM0071573 674 RM0023682 729 RM0136148 732 RM0048598 733 RM0134493 734 RM0088700 735 RM0088699 736 RM0097851 Warning: The "Pubchem CID" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_id". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "retention time (min)" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_time". If this match was not in error, the column should be renamed to the standard name or a name that doesn't resemble the standard name. Warning: The "m/z ratio" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "CHEBI_ID" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "HMDB_ID" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different. Warning: The "KEGG_ID" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.