Validation Log 2025-12-14 23:44:01.994630 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002900/mwtab/json Study ID: ST001788 Analysis ID: AN002900 File format: json Status: Contains Validation Issues Number of Issues: 13 Number of Warnings: 8 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing. Warning: The "InchiKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key". 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 "InchiKEY" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 3 0 8 0 25 0 33 0 42 0 53 0 56 0 65 0 80 0 96 0 117 0 121 0 136 0 144 0 157 0 452 0 454 0 478 0 519 0 521 0 522 0 523 0 524 0 525 0 526 0 527 0 528 0 529 0 530 0 531 0 532 0 533 0 534 0 535 0 536 0 537 0 538 0 539 0 540 0 Warning: The "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_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 "KEGGid" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 2 0 3 0 8 0 9 0 14 0 15 0 16 0 21 0 22 0 25 0 31 0 32 0 33 0 38 0 40 0 42 0 44 0 48 0 49 0 51 0 52 0 53 0 54 0 56 0 61 0 65 0 75 0 76 0 80 0 83 0 87 0 88 0 89 0 93 0 96 0 101 0 102 0 106 0 112 0 115 0 117 0 118 0 119 0 121 0 122 0 123 0 124 0 125 0 129 0 131 0 132 0 136 0 139 0 142 0 143 0 144 0 147 0 148 0 151 0 158 0 161 0 234 0 332 0 334 0 336 0 338 0 339 0 340 0 341 0 342 0 344 0 345 0 346 0 347 0 348 0 350 0 353 0 356 0 357 0 358 0 359 0 363 0 364 0 367 0 368 0 369 0 370 0 372 0 373 0 374 0 376 0 378 0 379 0 380 0 381 0 383 0 384 0 385 0 387 0 389 0 390 0 391 0 393 0 394 0 395 0 396 0 397 0 398 0 400 0 401 0 402 0 403 0 405 0 408 0 409 0 411 0 412 0 413 0 414 0 415 0 416 0 417 0 418 0 420 0 421 0 423 0 424 0 425 0 426 0 427 0 428 0 429 0 430 0 431 0 432 0 433 0 434 0 435 0 436 0 437 0 438 0 439 0 440 0 441 0 442 0 443 0 445 0 446 0 447 0 448 0 449 0 450 0 451 0 452 0 453 0 454 0 455 0 456 0 457 0 458 0 459 0 461 0 462 0 463 0 465 0 467 0 470 0 475 0 476 0 478 0 514 0 515 0 516 0 517 0 518 0 519 0 520 0 521 0 522 0 523 0 524 0 525 0 526 0 527 0 528 0 529 0 530 0 531 0 532 0 533 0 534 0 535 0 536 0 537 0 538 0 539 0 540 0 Warning: The "HMDBID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_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 "HMDBID" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_id", 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 0 1 0 2 0 3 0 4 0 5 0 6 0 7 0 10 0 11 0 12 0 13 0 17 0 18 0 19 0 20 0 22 0 23 0 26 0 27 0 29 0 30 0 32 0 33 0 34 0 35 0 36 0 37 0 39 0 40 0 41 0 42 0 43 0 44 0 45 0 46 0 47 0 48 0 49 0 54 0 55 0 57 0 58 0 59 0 60 0 61 0 62 0 63 0 64 0 65 0 66 0 67 0 68 0 69 0 70 0 71 0 72 0 73 0 74 0 75 0 77 0 78 0 79 0 80 0 81 0 82 0 83 0 84 0 86 0 88 0 90 0 91 0 92 0 93 0 95 0 96 0 97 0 98 0 99 0 100 0 101 0 103 0 104 0 110 0 111 0 113 0 114 0 115 0 117 0 119 0 120 0 121 0 123 0 125 0 126 0 127 0 128 0 130 0 132 0 133 0 134 0 135 0 136 0 137 0 138 0 140 0 141 0 142 0 143 0 144 0 145 0 146 0 149 0 150 0 151 0 152 0 155 0 156 0 157 0 158 0 159 0 160 0 162 0 163 0 165 0 168 0 169 0 170 0 172 0 178 0 185 0 186 0 187 0 190 0 191 0 193 0 202 0 203 0 208 0 212 0 213 0 224 0 226 0 227 0 228 0 229 0 230 0 231 0 232 0 233 0 234 0 235 0 236 0 237 0 238 0 255 0 260 0 266 0 268 0 271 0 272 0 277 0 281 0 282 0 285 0 288 0 290 0 296 0 298 0 301 0 302 0 303 0 311 0 312 0 314 0 321 0 330 0 332 0 334 0 336 0 338 0 341 0 342 0 343 0 345 0 346 0 347 0 350 0 353 0 356 0 357 0 358 0 359 0 363 0 365 0 367 0 368 0 369 0 370 0 371 0 372 0 373 0 374 0 376 0 378 0 381 0 383 0 387 0 389 0 393 0 396 0 397 0 398 0 401 0 402 0 403 0 405 0 406 0 407 0 408 0 409 0 411 0 413 0 415 0 418 0 419 0 421 0 422 0 423 0 424 0 425 0 426 0 427 0 428 0 429 0 430 0 431 0 432 0 433 0 434 0 435 0 438 0 443 0 445 0 446 0 447 0 448 0 449 0 451 0 452 0 453 0 454 0 455 0 456 0 457 0 458 0 459 0 460 0 461 0 462 0 463 0 465 0 466 0 467 0 468 0 470 0 475 0 476 0 477 0 478 0 480 0 482 0 483 0 484 0 486 0 487 0 489 0 501 0 519 0 520 0 521 0 522 0 523 0 524 0 525 0 526 0 527 0 528 0 529 0 530 0 531 0 532 0 533 0 534 0 535 0 536 0 537 0 538 0 539 0 540 0 541 0 543 0 545 0 546 0 548 0 550 0 551 0 552 0 553 0 Warning: The "Lmid" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "lm_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" column at position 2 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.