Validation Log 2025-12-15 02:44:20.397294 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006076/mwtab/txt Study ID: ST003703 Analysis ID: AN006076 File format: txt Status: Contains Validation Issues Number of Issues: 9 Number of Warnings: 6 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 1 Issue Log: Error: The value, "400 ul/min", for the subsection, "FLOW_RATE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "55", for the subsection, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section 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. Error: Unknown or invalid section, "FACTORS". Warning: The "mz" column at position 2 in the 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 "Standardized name" column at position 7 in the METABOLITES table, matches a standard column name, "name". 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 8 in the 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 8 in the 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: 2 RM0012285 4 RM0153658 6 RM0134512 8 RM0139008 9 RM0152584 13 RM0135425 17 RM0139470 27 RM0021621 35 RM0184748 39 RM0184762 42 RM0048258 43 RM0123504 44 RM0012683 45 RM0121097 46 RM0019994 48 RM0056787 49 RM0184810 50 RM0122229 51 RM0028401 52 RM0135507 53 RM0135508 54 RM0135486 55 RM0135489 56 RM0055765 57 RM0036521 58 RM0036523 59 RM0120646 60 RM0123341 61 RM0185078 62 RM0048420 63 RM0002531 64 RM0123349 65 RM0185082 66 RM0002458 67 RM0121824 68 RM0120644 69 RM0185137 70 RM0028822 71 RM0019960 72 RM0033126 73 RM0048612 74 RM0060586 75 RM0185203 76 RM0123300 77 RM0002528 78 RM0185219 79 RM0185220 88 RM0185269 91 RM0185271 94 RM0122207 95 RM0138775 96 RM0185387 99 RM0162819 100 RM0162817 101 RM0162814 102 RM0162844 103 RM0178538 104 RM0162813 105 RM0162811 106 RM0162841 107 RM0162839 108 RM0178651 109 RM0162863 110 RM0162786 112 RM0178660 113 RM0162881 114 RM0178662 115 RM0178664 116 RM0179093 117 RM0179104 118 RM0162887 119 RM0162901 120 RM0179119 121 RM0162861 122 RM0179304 123 RM0162913 125 RM0179133 127 RM0135423 138 RM0004295 141 RM0002267 143 RM0153571 144 RM0152034 145 RM0149942 146 RM0137845 147 RM0072318 150 RM0135628 151 RM0138885 158 RM0026955 159 RM0125862 161 RM0059921 162 RM0004211 163 RM0125637 164 RM0044074 165 RM0045735 166 RM0121939 167 RM0044873 168 RM0185962 170 RM0125438 171 RM0060186 172 RM0185975 173 RM0045050 174 RM0134071 175 RM0134078 176 RM0045402 177 RM0013839 178 RM0134069 179 RM0125173 180 RM0121435 181 RM0045438 182 RM0134084 183 RM0134074 184 RM0138616 185 RM0060558 186 RM0040060 187 RM0060559 188 RM0016133 189 RM0033969 190 RM0016269 191 RM0046609 194 RM0138945 197 RM0149976 245 RM0135070 246 RM0017309 247 RM0134475 248 RM0048603 249 RM0134474 250 RM0134477 251 RM0106163 252 RM0042845 254 RM0048598 255 RM0134471 256 RM0134490 257 RM0134472 258 RM0048599 259 RM0104271 260 RM0134469 261 RM0048636 262 RM0048620 263 RM0048630 264 RM0048600 265 RM0134493 266 RM0103836 267 RM0133233 268 RM0096741 269 RM0135072 270 RM0134456 271 RM0090013 272 RM0012607 273 RM0017276 274 RM0104274 276 RM0048672 277 RM0097987 278 RM0104269 279 RM0097815 280 RM0017237 281 RM0134463 282 RM0134461 283 RM0134455 284 RM0134468 285 RM0133223 286 RM0023267 287 RM0134421 288 RM0048681 289 RM0007325 290 RM0134412 291 RM0134411 292 RM0134447 293 RM0161551 296 RM0155968 297 RM0187669 303 RM0026757 305 RM0135041 306 RM0098405 307 RM0090012 308 RM0181065 309 RM0000621 311 RM0134942 313 RM0011315 314 RM0098329 315 RM0000427 316 RM0000918 317 RM0181145 318 RM0135046 319 RM0041745 320 RM0011316 321 RM0181183 322 RM0000552 323 RM0134943 324 RM0090134 325 RM0104110 327 RM0003267 328 RM0106675 329 RM0014008 330 RM0134944 334 RM0003269 336 RM0171095 337 RM0099478 338 RM0171056 341 RM0098371 342 RM0099476 343 RM0181238 344 RM0171100 345 RM0001076 346 RM0181257 347 RM0181268 348 RM0171252 349 RM0000418 350 RM0001068 351 RM0171250 352 RM0171258 353 RM0135036 354 RM0171088 355 RM0097845 357 RM0170562 358 RM0134946 360 RM0042474 361 RM0134875 362 RM0162381 363 RM0090053 364 RM0000423 369 RM0036601 371 RM0001097 372 RM0134908 373 RM0181264 374 RM0171068 375 RM0010819 376 RM0025532 377 RM0170009 378 RM0171097 379 RM0000428 380 RM0181449 381 RM0181450 382 RM0000021 383 RM0011026 384 RM0036292 385 RM0011310 386 RM0102688 387 RM0000052 388 RM0000097 389 RM0181637 390 RM0001072 391 RM0089957 392 RM0171092 393 RM0009078 394 RM0010728 395 RM0090131 396 RM0134818 397 RM0171049 398 RM0134845 399 RM0134844 400 RM0134820 401 RM0134823 402 RM0171086 403 RM0134848 404 RM0134847 405 RM0134822 406 RM0134817 407 RM0171090 408 RM0171087 409 RM0051707 410 RM0134917 411 RM0051747 412 RM0087411 413 RM0039268 414 RM0051880 415 RM0090011 416 RM0052166 417 RM0134858 418 RM0017335 419 RM0134827 420 RM0052160 421 RM0134819 422 RM0052210 423 RM0052255 424 RM0173836 425 RM0173762 426 RM0162154 427 RM0172891 428 RM0172900 430 RM0172617 432 RM0172573 433 RM0173055 434 RM0172487 440 RM0172405 442 RM0133752 444 RM0044115 445 RM0001434 447 RM0095704 448 RM0011556 449 RM0011528 450 RM0011470 452 RM0134803 455 RM0044207 456 RM0104542 458 RM0087626 459 RM0043842 460 RM0001901 462 RM0007057 463 RM0134779 464 RM0001471 465 RM0011551 466 RM0001660 467 RM0134782 468 RM0001961 469 RM0134805 470 RM0001469 472 RM0011593 476 RM0103971 478 RM0001329 480 RM0008639 481 RM0001467 482 RM0001981 483 RM0001146 484 RM0098943 485 RM0044324 486 RM0001589 487 RM0011719 488 RM0001230 489 RM0001513 490 RM0001626 491 RM0182983 493 RM0098259 494 RM0054525 495 RM0054526 496 RM0054609 497 RM0054618 498 RM0054625 499 RM0008857 500 RM0054658 501 RM0054662 502 RM0054678 503 RM0054703 504 RM0054713 505 RM0056049 506 RM0182192 507 RM0054744 508 RM0054756 509 RM0054764 510 RM0054963 511 RM0134709 512 RM0055034 513 RM0055038 514 RM0135941 515 RM0055040 516 RM0055041 517 RM0055036 518 RM0008900 519 RM0008899 520 RM0055077 521 RM0098699 522 RM0098698 523 RM0024582 524 RM0098797 525 RM0098765 526 RM0133773 527 RM0173744 528 RM0135077 531 RM0173640 534 RM0172163 535 RM0172554 543 RM0172678 546 RM0172395 551 RM0133850 552 RM0180147 555 RM0135099 556 RM0008489 557 RM0008478 558 RM0097791 560 RM0135104 561 RM0134570 562 RM0097814 563 RM0008279 564 RM0161970 565 RM0009263 566 RM0009268 567 RM0134575 568 RM0009282 569 RM0009278 570 RM0183476 571 RM0183479 572 RM0089983 573 RM0134564 574 RM0091780 575 RM0135202 576 RM0008632 577 RM0008632 578 RM0097513 579 RM0008009 580 RM0013159 581 RM0012201 582 RM0012220 583 RM0031110 584 RM0011928 585 RM0030260 586 RM0134574 587 RM0173469 589 RM0172928 592 RM0050623 594 RM0134496 595 RM0138711 596 RM0173668 602 RM0057766 603 RM0057935 604 RM0057920 605 RM0057921 607 RM0025898 608 RM0058014 609 RM0184465 610 RM0105646 611 RM0103292 612 RM0184546 615 RM0105910 616 RM0134669 617 RM0134670 618 RM0134672 619 RM0057710 620 RM0057736 622 RM0101978 623 RM0101983 624 RM0173848 628 RM0173504 629 RM0133926 630 RM0172926 633 RM0172526 639 RM0152245 648 RM0186139 649 RM0186140 650 RM0186148 651 RM0060164 652 RM0009698 654 RM0060507 655 RM0120538 656 RM0125822 657 RM0008930 658 RM0060360 659 RM0020050 660 RM0060524 661 RM0186271 662 RM0122078 663 RM0159124 664 RM0060123 665 RM0021738 666 RM0186284 667 RM0186352 668 RM0122809 669 RM0134138 670 RM0186474 671 RM0135541 675 RM0002808 Warning: The "Pubchem CID" column at position 10 in the 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 "RT" column at position 3 in the 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.