Validation Log 2025-12-14 23:27:30.876151 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002576/mwtab/txt Study ID: ST001547 Analysis ID: AN002576 File format: txt Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 8 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 6 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. Error: Unknown or invalid section, "FACTORS". Warning: The "InchiKEY" column at position 6 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 "InchiKEY" column at position 6 in the 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: 52 0 101 0 144 0 169 0 170 0 178 0 179 0 183 0 185 0 190 0 194 0 195 0 227 0 232 0 236 0 242 0 243 0 246 0 249 0 257 0 258 0 268 0 274 0 276 0 279 0 281 0 282 0 284 0 294 0 295 0 304 0 311 0 312 0 313 0 317 0 318 0 319 0 334 0 336 0 337 0 344 0 346 0 354 0 358 0 359 0 361 0 364 0 365 0 366 0 367 0 369 0 374 0 375 0 378 0 381 0 384 0 387 0 388 0 389 0 390 0 392 0 395 0 396 0 397 0 398 0 399 0 400 0 402 0 405 0 406 0 408 0 413 0 414 0 417 0 421 0 422 0 425 0 427 0 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: 12 0 13 0 23 0 33 0 34 0 37 0 42 0 43 0 52 0 60 0 63 0 72 0 77 0 87 0 92 0 95 0 96 0 100 0 101 0 119 0 125 0 127 0 131 0 135 0 136 0 141 0 145 0 146 0 147 0 151 0 156 0 166 0 167 0 169 0 170 0 171 0 178 0 179 0 183 0 185 0 189 0 190 0 194 0 195 0 196 0 198 0 209 0 212 0 219 0 220 0 227 0 230 0 231 0 232 0 234 0 237 0 240 0 241 0 242 0 243 0 244 0 245 0 246 0 249 0 253 0 257 0 258 0 260 0 261 0 262 0 263 0 264 0 268 0 269 0 271 0 274 0 276 0 279 0 280 0 281 0 282 0 283 0 284 0 285 0 286 0 293 0 294 0 295 0 299 0 301 0 303 0 304 0 306 0 310 0 311 0 312 0 313 0 314 0 316 0 317 0 318 0 319 0 323 0 325 0 327 0 330 0 333 0 334 0 336 0 337 0 339 0 341 0 343 0 344 0 346 0 348 0 351 0 352 0 354 0 355 0 358 0 359 0 361 0 364 0 365 0 366 0 367 0 369 0 374 0 375 0 376 0 377 0 378 0 381 0 382 0 384 0 387 0 388 0 389 0 390 0 392 0 394 0 395 0 396 0 397 0 398 0 399 0 400 0 402 0 405 0 406 0 408 0 411 0 413 0 414 0 415 0 417 0 421 0 422 0 423 0 425 0 427 0 430 0 431 0 435 0 436 0 437 0 438 0 Warning: The "HMDBID" column at position 7 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 7 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 2 0 3 0 4 0 6 0 8 0 10 0 13 0 16 0 21 0 31 0 33 0 34 0 35 0 36 0 37 0 39 0 44 0 47 0 50 0 51 0 52 0 58 0 60 0 62 0 63 0 64 0 65 0 69 0 70 0 71 0 74 0 75 0 76 0 77 0 78 0 79 0 91 0 92 0 93 0 95 0 100 0 101 0 102 0 104 0 105 0 106 0 107 0 108 0 110 0 111 0 112 0 114 0 115 0 117 0 119 0 125 0 126 0 127 0 128 0 130 0 131 0 134 0 135 0 137 0 141 0 145 0 149 0 150 0 153 0 154 0 155 0 156 0 159 0 160 0 164 0 165 0 166 0 167 0 169 0 176 0 177 0 178 0 179 0 180 0 181 0 183 0 184 0 185 0 186 0 187 0 188 0 191 0 192 0 193 0 194 0 195 0 196 0 198 0 199 0 201 0 203 0 204 0 207 0 208 0 209 0 211 0 212 0 214 0 216 0 218 0 219 0 220 0 224 0 226 0 227 0 228 0 230 0 231 0 232 0 233 0 234 0 237 0 243 0 244 0 246 0 247 0 249 0 251 0 252 0 253 0 255 0 257 0 258 0 260 0 263 0 265 0 267 0 268 0 269 0 270 0 276 0 278 0 279 0 281 0 282 0 284 0 286 0 288 0 289 0 293 0 295 0 296 0 297 0 300 0 301 0 303 0 304 0 307 0 308 0 309 0 312 0 313 0 314 0 317 0 318 0 319 0 320 0 322 0 323 0 325 0 328 0 329 0 330 0 332 0 333 0 334 0 335 0 336 0 337 0 338 0 339 0 340 0 342 0 343 0 344 0 346 0 347 0 348 0 349 0 351 0 352 0 357 0 358 0 359 0 360 0 361 0 362 0 363 0 364 0 365 0 366 0 367 0 369 0 371 0 372 0 373 0 374 0 375 0 376 0 377 0 378 0 380 0 381 0 384 0 386 0 387 0 388 0 389 0 390 0 391 0 392 0 394 0 395 0 396 0 397 0 398 0 399 0 400 0 401 0 402 0 404 0 405 0 406 0 408 0 409 0 411 0 412 0 413 0 414 0 417 0 421 0 422 0 423 0 425 0 427 0 428 0 430 0 431 0 433 0 436 0 437 0 438 0 441 0 442 0 Warning: The "Lmid" column at position 5 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.