Validation Log 2025-12-15 00:20:14.665094 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003446/mwtab/json Study ID: ST002107 Analysis ID: AN003446 File format: json 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 ["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 7 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 "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: 5 0 6 0 12 0 36 0 42 0 45 0 51 0 55 0 57 0 66 0 67 0 70 0 76 0 78 0 79 0 82 0 86 0 93 0 94 0 95 0 97 0 99 0 102 0 104 0 105 0 108 0 109 0 114 0 118 0 120 0 121 0 123 0 125 0 126 0 128 0 129 0 130 0 131 0 132 0 133 0 134 0 137 0 138 0 139 0 140 0 141 0 142 0 145 0 147 0 148 0 149 0 150 0 151 0 153 0 155 0 156 0 157 0 158 0 160 0 161 0 162 0 163 0 164 0 166 0 168 0 169 0 171 0 172 0 173 0 174 0 175 0 176 0 177 0 178 0 180 0 181 0 182 0 183 0 184 0 185 0 186 0 191 0 193 0 194 0 196 0 198 0 199 0 202 0 203 0 204 0 205 0 206 0 207 0 208 0 211 0 212 0 213 0 214 0 215 0 216 0 217 0 218 0 220 0 221 0 223 0 224 0 225 0 226 0 227 0 228 0 229 0 230 0 232 0 233 0 234 0 235 0 236 0 237 0 238 0 240 0 241 0 242 0 244 0 245 0 246 0 248 0 249 0 250 0 251 0 253 0 254 0 255 0 256 0 258 0 259 0 260 0 261 0 262 0 264 0 265 0 267 0 268 0 269 0 270 0 271 0 273 0 275 0 276 0 279 0 281 0 283 0 284 0 285 0 287 0 288 0 290 0 291 0 293 0 294 0 295 0 296 0 297 0 298 0 299 0 300 0 301 0 302 0 303 0 304 0 305 0 306 0 308 0 309 0 310 0 311 0 312 0 313 0 314 0 315 0 316 0 317 0 318 0 319 0 321 0 323 0 324 0 325 0 326 0 327 0 328 0 330 0 332 0 333 0 334 0 335 0 337 0 338 0 339 0 340 0 341 0 342 0 343 0 344 0 345 0 346 0 347 0 348 0 349 0 351 0 353 0 354 0 355 0 356 0 357 0 358 0 359 0 360 0 361 0 363 0 364 0 365 0 366 0 367 0 368 0 369 0 371 0 372 0 373 0 375 0 376 0 377 0 378 0 379 0 380 0 381 0 382 0 383 0 385 0 386 0 388 0 389 0 390 0 391 0 392 0 393 0 395 0 396 0 397 0 398 0 399 0 400 0 402 0 403 0 404 0 405 0 406 0 407 0 409 0 410 0 411 0 412 0 413 0 414 0 415 0 417 0 419 0 420 0 421 0 422 0 423 0 424 0 425 0 426 0 427 0 428 0 431 0 432 0 433 0 435 0 436 0 437 0 439 0 440 0 441 0 442 0 443 0 444 0 445 0 446 0 447 0 452 0 453 0 454 0 457 0 459 0 461 0 462 0 465 0 470 0 475 0 476 0 480 0 481 0 485 0 486 0 489 0 491 0 494 0 495 0 497 0 499 0 500 0 501 0 502 0 507 0 510 0 511 0 512 0 513 0 514 0 517 0 520 0 Warning: The "HMDBID" column at position 5 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 5 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 5 0 11 0 12 0 21 0 23 0 24 0 36 0 40 0 42 0 58 0 63 0 67 0 76 0 79 0 82 0 85 0 87 0 92 0 94 0 96 0 97 0 98 0 100 0 107 0 108 0 110 0 113 0 121 0 131 0 133 0 136 0 137 0 139 0 143 0 145 0 147 0 149 0 150 0 154 0 157 0 161 0 166 0 172 0 173 0 175 0 176 0 179 0 184 0 185 0 187 0 191 0 192 0 194 0 195 0 198 0 199 0 204 0 205 0 207 0 208 0 213 0 215 0 219 0 222 0 223 0 225 0 227 0 230 0 232 0 233 0 234 0 237 0 241 0 242 0 245 0 246 0 247 0 248 0 249 0 251 0 253 0 254 0 258 0 259 0 260 0 262 0 265 0 266 0 268 0 270 0 273 0 275 0 276 0 277 0 278 0 279 0 281 0 283 0 287 0 288 0 289 0 290 0 291 0 293 0 295 0 296 0 297 0 299 0 300 0 301 0 302 0 303 0 304 0 305 0 306 0 307 0 308 0 309 0 310 0 311 0 312 0 313 0 314 0 315 0 317 0 318 0 321 0 324 0 325 0 326 0 327 0 330 0 332 0 333 0 334 0 335 0 336 0 337 0 338 0 339 0 340 0 341 0 342 0 344 0 345 0 346 0 347 0 348 0 349 0 353 0 354 0 355 0 356 0 357 0 358 0 360 0 361 0 364 0 365 0 366 0 367 0 368 0 369 0 371 0 372 0 373 0 375 0 376 0 377 0 378 0 379 0 380 0 382 0 383 0 385 0 386 0 388 0 389 0 390 0 391 0 392 0 393 0 395 0 396 0 397 0 399 0 400 0 403 0 404 0 405 0 407 0 409 0 410 0 411 0 412 0 413 0 414 0 415 0 417 0 418 0 421 0 422 0 423 0 424 0 425 0 426 0 427 0 428 0 431 0 432 0 433 0 434 0 435 0 437 0 439 0 440 0 441 0 443 0 444 0 447 0 452 0 453 0 454 0 457 0 459 0 461 0 462 0 465 0 470 0 475 0 476 0 481 0 485 0 491 0 495 0 497 0 501 0 502 0 507 0 513 0 514 0 520 0 Warning: The "Lmid" column at position 6 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.