Validation Log 2025-12-15 00:09:48.122937 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003365/mwtab/json Study ID: ST002066 Analysis ID: AN003365 File format: json Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 8 Number of Value Errors: 14 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "Male and female", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: An empty value or a null value was detected in ["MS"]["COLLISION_ENERGY"]. Either a legitimate value should be provided for this key, or it should be removed altogether. Error: The value, "NA", in ["MS"]["COLLISION_GAS"] should be one of "Nitrogen" or "Argon". Ignore this when more complicated descriptions are required. Error: The value, "0.3 ml/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] 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, "60 bar at starting conditions", in ["CHROMATOGRAPHY"]["COLUMN_PRESSURE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['psi', 'bar']. Ignore this when more complicated descriptions are required. 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: 1 0 2 0 3 0 4 0 8 0 33 0 38 0 43 0 45 0 46 0 49 0 54 0 61 0 62 0 63 0 64 0 65 0 77 0 88 0 106 0 114 0 124 0 132 0 135 0 152 0 164 0 177 0 207 0 208 0 215 0 222 0 223 0 226 0 288 0 290 0 293 0 301 0 302 0 327 0 344 0 352 0 354 0 362 0 363 0 381 0 386 0 390 0 391 0 400 0 422 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: 0 0 1 0 2 0 3 0 4 0 7 0 17 0 18 0 19 0 20 0 22 0 24 0 28 0 29 0 30 0 32 0 33 0 35 0 38 0 40 0 43 0 45 0 46 0 47 0 49 0 54 0 55 0 60 0 61 0 62 0 63 0 64 0 65 0 69 0 71 0 77 0 87 0 88 0 93 0 100 0 103 0 104 0 105 0 106 0 113 0 114 0 124 0 132 0 133 0 135 0 144 0 145 0 152 0 155 0 164 0 165 0 167 0 174 0 176 0 177 0 182 0 188 0 191 0 192 0 193 0 194 0 195 0 197 0 207 0 208 0 215 0 217 0 222 0 223 0 226 0 229 0 234 0 235 0 239 0 251 0 252 0 274 0 276 0 277 0 278 0 279 0 280 0 281 0 283 0 288 0 290 0 293 0 298 0 301 0 302 0 313 0 326 0 331 0 332 0 334 0 338 0 344 0 345 0 351 0 352 0 353 0 354 0 355 0 357 0 358 0 359 0 360 0 361 0 362 0 363 0 364 0 366 0 367 0 368 0 369 0 370 0 371 0 374 0 375 0 378 0 379 0 381 0 386 0 387 0 388 0 389 0 390 0 391 0 393 0 400 0 405 0 406 0 413 0 414 0 419 0 420 0 422 0 424 0 425 0 430 0 431 0 433 0 434 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 9 0 11 0 12 0 14 0 18 0 19 0 20 0 23 0 24 0 27 0 28 0 29 0 30 0 32 0 34 0 35 0 36 0 37 0 38 0 39 0 40 0 41 0 42 0 44 0 48 0 49 0 51 0 52 0 54 0 56 0 57 0 58 0 60 0 66 0 67 0 68 0 71 0 74 0 75 0 77 0 80 0 85 0 86 0 87 0 88 0 93 0 94 0 97 0 99 0 102 0 103 0 104 0 105 0 106 0 110 0 114 0 115 0 117 0 120 0 121 0 122 0 124 0 125 0 126 0 127 0 128 0 131 0 134 0 137 0 140 0 143 0 144 0 150 0 151 0 152 0 158 0 164 0 165 0 167 0 173 0 174 0 175 0 176 0 177 0 180 0 184 0 187 0 191 0 192 0 194 0 195 0 197 0 198 0 199 0 200 0 202 0 205 0 206 0 207 0 211 0 216 0 221 0 226 0 230 0 231 0 233 0 235 0 236 0 239 0 250 0 251 0 258 0 259 0 261 0 274 0 276 0 279 0 283 0 284 0 285 0 288 0 289 0 290 0 293 0 296 0 298 0 300 0 301 0 302 0 306 0 308 0 309 0 317 0 325 0 330 0 331 0 332 0 338 0 340 0 341 0 348 0 351 0 352 0 353 0 354 0 355 0 357 0 358 0 359 0 360 0 361 0 362 0 363 0 364 0 366 0 368 0 369 0 370 0 371 0 374 0 375 0 376 0 377 0 378 0 379 0 380 0 382 0 383 0 385 0 386 0 387 0 388 0 389 0 390 0 391 0 392 0 393 0 394 0 397 0 398 0 400 0 402 0 405 0 406 0 410 0 416 0 418 0 421 0 422 0 424 0 425 0 429 0 432 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.