Validation Log 2025-12-14 23:27:48.237088 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002581/mwtab/txt Study ID: ST001549 Analysis ID: AN002581 File format: txt Status: Contains Validation Issues Number of Issues: 15 Number of Warnings: 8 Number of Value Errors: 9 Number of Consistency Errors: 0 Number of Format Errors: 6 Issue Log: Error: The value, "000000", for "PROJECT_ID" in the file header must be the letters "PR" followed by 6 numbers. Ex. "PR001405". 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: 36 0 146 0 179 0 181 0 207 0 213 0 228 0 233 0 234 0 241 0 245 0 253 0 256 0 272 0 275 0 276 0 304 0 311 0 315 0 316 0 319 0 321 0 333 0 339 0 352 0 354 0 359 0 362 0 368 0 369 0 371 0 375 0 379 0 380 0 381 0 384 0 388 0 390 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: 11 0 15 0 16 0 20 0 23 0 24 0 30 0 33 0 36 0 51 0 54 0 57 0 64 0 69 0 78 0 81 0 82 0 89 0 91 0 94 0 100 0 105 0 112 0 123 0 136 0 137 0 138 0 139 0 145 0 146 0 149 0 156 0 165 0 169 0 171 0 179 0 181 0 183 0 188 0 190 0 193 0 198 0 199 0 203 0 204 0 206 0 207 0 209 0 210 0 211 0 213 0 215 0 218 0 220 0 221 0 224 0 226 0 228 0 229 0 233 0 234 0 237 0 238 0 240 0 241 0 242 0 243 0 245 0 247 0 252 0 253 0 255 0 256 0 257 0 259 0 260 0 262 0 263 0 265 0 272 0 274 0 275 0 276 0 283 0 284 0 285 0 286 0 287 0 289 0 290 0 302 0 303 0 304 0 310 0 311 0 312 0 315 0 316 0 319 0 321 0 328 0 333 0 334 0 336 0 339 0 341 0 344 0 346 0 352 0 354 0 359 0 362 0 363 0 366 0 368 0 369 0 371 0 372 0 375 0 379 0 380 0 381 0 384 0 385 0 387 0 388 0 389 0 390 0 391 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 6 0 14 0 15 0 16 0 18 0 20 0 24 0 26 0 30 0 32 0 34 0 36 0 43 0 44 0 47 0 48 0 51 0 52 0 53 0 54 0 56 0 57 0 58 0 61 0 64 0 74 0 75 0 76 0 77 0 78 0 80 0 81 0 82 0 86 0 87 0 89 0 90 0 91 0 96 0 97 0 98 0 100 0 101 0 103 0 104 0 105 0 106 0 108 0 111 0 113 0 114 0 115 0 116 0 120 0 121 0 123 0 125 0 128 0 129 0 131 0 133 0 134 0 139 0 141 0 142 0 145 0 147 0 149 0 151 0 156 0 162 0 164 0 165 0 167 0 168 0 171 0 173 0 174 0 175 0 176 0 177 0 179 0 181 0 182 0 185 0 187 0 188 0 190 0 194 0 195 0 197 0 199 0 200 0 201 0 202 0 204 0 205 0 206 0 208 0 209 0 211 0 212 0 213 0 216 0 217 0 219 0 220 0 221 0 226 0 227 0 228 0 230 0 231 0 233 0 237 0 238 0 239 0 241 0 242 0 243 0 247 0 253 0 254 0 256 0 257 0 258 0 259 0 261 0 262 0 268 0 272 0 273 0 275 0 276 0 277 0 278 0 279 0 280 0 281 0 284 0 287 0 290 0 291 0 294 0 295 0 302 0 303 0 304 0 308 0 311 0 313 0 315 0 316 0 319 0 321 0 325 0 328 0 329 0 330 0 333 0 334 0 335 0 337 0 338 0 339 0 340 0 341 0 343 0 344 0 349 0 352 0 353 0 354 0 355 0 356 0 359 0 360 0 362 0 363 0 365 0 366 0 368 0 369 0 371 0 372 0 375 0 377 0 378 0 379 0 380 0 381 0 384 0 385 0 387 0 388 0 389 0 390 0 391 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.