Validation Log 2025-12-15 00:20:19.428676 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003448/mwtab/txt Study ID: ST002108 Analysis ID: AN003448 File format: txt Status: Contains Validation Issues Number of Issues: 12 Number of Warnings: 7 Number of Value Errors: 7 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "FLOW_RATE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_A", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section is missing. Warning: The "InchiKEY" column at position 7 in the 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 "KEGGid" column at position 4 in the 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 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: 5 0 6 0 12 0 21 0 23 0 33 0 34 0 37 0 47 0 51 0 53 0 54 0 61 0 71 0 79 0 83 0 87 0 91 0 93 0 100 0 101 0 102 0 103 0 104 0 109 0 111 0 112 0 114 0 115 0 117 0 119 0 121 0 124 0 125 0 126 0 127 0 128 0 131 0 132 0 140 0 142 0 147 0 148 0 152 0 153 0 155 0 156 0 157 0 158 0 159 0 161 0 163 0 164 0 166 0 168 0 174 0 175 0 176 0 178 0 181 0 182 0 183 0 184 0 185 0 186 0 187 0 188 0 189 0 192 0 193 0 194 0 195 0 196 0 197 0 199 0 201 0 202 0 203 0 207 0 210 0 211 0 212 0 215 0 216 0 217 0 218 0 219 0 220 0 221 0 223 0 228 0 230 0 232 0 233 0 235 0 237 0 238 0 239 0 240 0 241 0 242 0 243 0 244 0 245 0 246 0 247 0 248 0 251 0 252 0 253 0 254 0 255 0 256 0 259 0 260 0 263 0 264 0 265 0 267 0 268 0 269 0 271 0 272 0 273 0 275 0 277 0 278 0 279 0 280 0 281 0 282 0 283 0 284 0 285 0 288 0 290 0 291 0 294 0 296 0 297 0 298 0 300 0 301 0 303 0 305 0 306 0 307 0 309 0 311 0 312 0 313 0 314 0 317 0 318 0 319 0 320 0 321 0 322 0 324 0 325 0 326 0 327 0 328 0 329 0 331 0 332 0 333 0 334 0 336 0 338 0 339 0 340 0 341 0 342 0 344 0 347 0 349 0 350 0 351 0 352 0 353 0 354 0 355 0 356 0 357 0 358 0 360 0 361 0 362 0 363 0 365 0 367 0 368 0 370 0 372 0 374 0 375 0 376 0 377 0 378 0 379 0 380 0 381 0 382 0 383 0 384 0 385 0 387 0 388 0 390 0 391 0 393 0 395 0 397 0 398 0 399 0 400 0 401 0 403 0 404 0 405 0 406 0 407 0 408 0 409 0 411 0 412 0 413 0 414 0 415 0 419 0 421 0 422 0 423 0 424 0 427 0 428 0 430 0 432 0 433 0 434 0 435 0 436 0 437 0 438 0 439 0 443 0 444 0 446 0 448 0 449 0 450 0 452 0 453 0 454 0 455 0 457 0 458 0 459 0 460 0 462 0 464 0 465 0 466 0 467 0 468 0 469 0 470 0 472 0 474 0 475 0 476 0 478 0 480 0 483 0 486 0 487 0 488 0 489 0 493 0 502 0 503 0 507 0 508 0 509 0 513 0 514 0 518 0 522 0 523 0 524 0 525 0 527 0 529 0 531 0 533 0 537 0 538 0 542 0 544 0 546 0 547 0 548 0 549 0 553 0 555 0 Warning: The "HMDBID" column at position 5 in the 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 5 in the 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 5 0 20 0 21 0 22 0 23 0 33 0 34 0 38 0 40 0 43 0 44 0 51 0 53 0 62 0 67 0 68 0 71 0 79 0 83 0 89 0 92 0 96 0 100 0 102 0 103 0 104 0 105 0 106 0 112 0 113 0 121 0 122 0 124 0 125 0 127 0 128 0 129 0 131 0 132 0 134 0 137 0 140 0 147 0 149 0 151 0 155 0 157 0 158 0 159 0 167 0 172 0 175 0 176 0 181 0 183 0 190 0 194 0 201 0 203 0 207 0 212 0 213 0 214 0 218 0 221 0 223 0 228 0 229 0 230 0 231 0 232 0 233 0 238 0 239 0 244 0 245 0 248 0 251 0 252 0 256 0 260 0 262 0 263 0 264 0 265 0 267 0 268 0 269 0 271 0 273 0 274 0 275 0 277 0 278 0 279 0 280 0 282 0 283 0 287 0 288 0 290 0 294 0 296 0 297 0 300 0 301 0 302 0 303 0 306 0 307 0 309 0 310 0 311 0 312 0 313 0 314 0 315 0 316 0 317 0 318 0 319 0 320 0 322 0 324 0 325 0 327 0 328 0 329 0 331 0 333 0 336 0 340 0 342 0 343 0 347 0 349 0 350 0 351 0 353 0 354 0 355 0 357 0 360 0 363 0 367 0 368 0 370 0 372 0 374 0 377 0 378 0 379 0 380 0 381 0 382 0 384 0 385 0 387 0 388 0 389 0 391 0 393 0 396 0 397 0 399 0 400 0 403 0 404 0 405 0 406 0 407 0 409 0 410 0 411 0 412 0 413 0 414 0 419 0 421 0 423 0 427 0 433 0 435 0 437 0 438 0 439 0 441 0 444 0 446 0 448 0 450 0 451 0 453 0 454 0 457 0 458 0 459 0 464 0 465 0 467 0 468 0 469 0 470 0 472 0 474 0 476 0 478 0 480 0 483 0 486 0 488 0 489 0 493 0 502 0 503 0 507 0 508 0 514 0 518 0 522 0 523 0 525 0 527 0 529 0 531 0 533 0 542 0 544 0 547 0 548 0 549 0 553 0 557 0 Warning: The "Lmid" column at position 6 in the 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 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.