Validation Log 2025-12-15 00:09:00.730576 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003349/mwtab/txt Study ID: ST002057 Analysis ID: AN003349 File format: txt Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 10 Number of Value Errors: 12 Number of Consistency Errors: 0 Number of Format Errors: 2 Issue Log: Error: The value, "Male and female", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: The value, "40", for the subsection, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section is missing. Error: Unknown or invalid section, "FACTORS". Warning: The "Exact Mass (optional)" column at position 2 in the METABOLITES table, matches a standard column name, "mass". 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 "Mass found" column at position 8 in the METABOLITES table, matches a standard column name, "mass". 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 "Formula (optional)" column at position 4 in the METABOLITES table, matches a standard column name, "formula". 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 7 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 7 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: 0 0% 1 0% 2 -2% 3 0% 4 0% 5 0% 6 0% 7 1% 8 -1% 9 0% 10 2% 11 0% 12 2% 13 -1% 14 0% 15 1% 16 -1% 17 0% 18 0% 19 -1% 20 1% 21 0% 22 -1% 23 -1% 24 2% 25 -1% 26 1% 27 1% 28 0% 29 0% 30 0% 31 0% 32 0% 33 1% 34 -1% 35 -3% 36 -1% 37 1% 38 -4% 39 -2% 40 -1% 41 -1% 42 0% 43 2% 44 -1% 45 -3% 46 -2% 47 -1% 48 0% 49 1% 50 0% 51 -5% 52 -3% 53 1% 54 -1% 55 3% 56 0% 57 -1% 58 0% 59 0% 60 -1% 61 1% 62 0% 63 1% 64 1% 65 1% 66 0% 67 0% 68 -1% 69 -1% 70 0% 71 0% 72 0% 73 -1% 74 0% 75 0% 76 0% 77 0% 78 0% 79 0% 80 0% 81 0% 82 0% 83 0% 84 0% 85 0% 86 0% 87 0% 88 0% 89 0% 90 -1% 91 0% 92 0% 93 0% 94 0% 95 0% 96 0% 97 0% 98 0% 99 0% 100 0% 101 0% 102 0% 103 0% 104 0% 105 0% 106 0% 107 0% 108 0% 109 0% 110 0% 111 0% 112 0% 113 0% 114 0% 115 0% 116 0% 117 -1% 118 0% 119 0% 120 0% 121 0% 122 0% 123 0% 124 0% 125 0% 126 0% 127 0% 128 1% 129 0% 130 0% 131 0% 132 0% 133 0% 134 0% 135 0% 136 0% 137 0% 138 0% 139 0% 140 0% 141 1% 142 0% 143 -1% 144 0% 145 0% 146 0% 147 0% 148 0% 149 0% 150 4% 151 0% 152 3% 153 -1% 154 -3% 155 1% 156 0% 157 1% 158 5% 159 0% 160 6% 161 4% 162 -3% 163 -4% 164 -6% 165 -8% 166 1% 167 -5% 168 2% 169 1% 170 2% 171 -1% 172 0% 173 1% 174 -1% 175 1% 176 -3% 177 4% 178 1% 179 0% 180 4% 181 4% 182 0% 183 -1% 184 -1% 185 1% 186 2% 187 -2% 188 -3% 189 -1% 190 0% 191 3% 192 -1% 193 -2% 194 -1% 195 1% 196 -3% 197 0% 198 3% 199 1% 200 -1% 201 1% 202 4% 203 1% 204 0% 205 2% 206 5% 207 1% 208 -1% 209 -1% 210 -3% 211 -4% 212 -5% 213 -6% 214 -1% 215 1% 216 -1% 217 5% 218 0% 219 5% 220 1% 221 4% 222 -3% 223 4% 224 0% 225 1% 226 -4% 227 3% 228 2% 229 0% 230 -6% 231 1% 232 -2% 233 4% 234 0% 235 0% 236 -5% 237 -5% 238 1% 239 -4% 240 -5% 241 1% 242 -1% 243 3% 244 1% 245 -2% 246 5% 247 0% 248 0% 249 -1% 250 0% 251 0% 252 -1% 253 1% 254 -1% 255 1% 256 0% 257 0% 258 -1% 259 2% 260 2% 261 -2% 262 2% 263 1% 264 2% 265 -3% 266 -1% 267 1% 268 1% 269 -2% 270 -3% 271 -2% 272 -2% 273 0% 274 -1% 275 0% 276 0% 277 -4% 278 -3% 279 3% 280 -1% 281 4% 282 0% 283 -2% 284 0% 285 3% 286 -2% 287 0% 288 -1% 289 -3% 290 2% 291 -2% 292 5% 293 1% 294 4% 295 3% 296 4% 297 0% 298 -1% 299 3% 300 2% 301 0% 302 4% 303 1% 304 1% 305 0% 306 -1% 307 -3% 308 -2% 309 1% 310 -3% 311 -1% 312 -1% 313 0% 314 -2% 315 -2% 316 -1% 317 0% 318 0% 319 #DIV/0! 320 #DIV/0! 321 #DIV/0! 322 #DIV/0! 323 0% 324 -1% 325 1% 326 0% 327 -2% 328 1% 329 0% 330 1% 331 1% 332 0% 333 -1% 334 1% 335 0% 336 -1% 337 0% 338 1% 339 0% 340 -1% 341 0% 342 -1% 343 0% 344 #DIV/0! 345 #DIV/0! 346 #DIV/0! 347 #DIV/0! 348 0% 349 -1% 350 0% 351 0% 352 2% 353 0% 354 -2% 355 1% 356 2% 357 0% 358 3% 359 2% 360 0% 361 -2% 362 -2% 363 -2% 364 0% 365 -1% 366 1% 367 -2% 368 -4% 369 -2% 370 2% 371 3% 372 3% 373 -3% Warning: The "BestRT" column at position 3 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. Warning: The "RT" column at position 6 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. Warning: The "RT found" column at position 9 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. Warning: The "RT" column at position 6 in the METABOLITES table, matches a standard column name, "retention_time", 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% 8 0% 9 0% 10 0% 11 0% 12 0% 13 0% 14 0% 15 0% 16 0% 17 0% 18 0% 19 0% 20 0% 21 0% 22 0% 23 0% 24 0% 25 0% 26 0% 27 0% 28 0% 29 0% 30 0% 31 0% 32 0% 33 0% 34 0% 35 100% 36 0% 37 0% 38 0% 39 0% 40 0% 41 0% 42 0% 43 0% 44 0% 45 100% 46 0% 47 0% 48 0% 49 0% 50 0% 51 100% 52 100% 53 0% 54 0% 55 0% 56 0% 57 0% 58 0% 59 0% 60 0% 61 0% 62 0% 63 0% 64 0% 65 0% 66 0% 67 0% 68 0% 69 0% 70 0% 71 0% 72 0% 73 0% 74 0% 75 0% 76 0% 77 0% 78 0% 79 0% 80 0% 81 0% 82 0% 83 0% 84 0% 85 0% 86 0% 87 0% 88 0% 89 0% 90 0% 91 0% 92 0% 93 0% 94 0% 95 0% 96 0% 97 0% 98 0% 99 0% 100 0% 101 0% 102 0% 103 0% 104 0% 105 0% 106 0% 107 0% 108 0% 109 0% 110 0% 111 0% 112 0% 113 0% 114 0% 115 0% 116 0% 117 0% 118 0% 119 0% 120 0% 121 0% 122 0% 123 0% 124 0% 125 0% 126 0% 127 0% 128 0% 129 0% 130 0% 131 0% 132 0% 133 0% 134 0% 135 0% 136 0% 137 0% 138 0% 139 0% 140 0% 141 0% 142 0% 143 0% 144 0% 145 0% 146 0% 147 0% 148 0% 149 0% 150 0% 151 0% 152 0% 153 0% 154 0% 155 0% 156 0% 157 0% 158 0% 159 0% 160 0% 161 0% 162 0% 163 0% 164 0% 165 0% 166 0% 167 0% 168 0% 169 0% 170 0% 171 0% 172 0% 173 0% 174 0% 175 0% 176 0% 177 0% 178 0% 179 0% 180 0% 181 0% 182 0% 183 0% 184 0% 185 0% 186 0% 187 0% 188 0% 189 0% 190 0% 191 0% 192 0% 193 0% 194 0% 195 0% 196 0% 197 0% 198 0% 199 0% 200 0% 201 0% 202 0% 203 0% 204 0% 205 0% 206 0% 207 0% 208 0% 209 0% 210 0% 211 0% 212 0% 213 0% 214 0% 215 0% 216 0% 217 0% 218 0% 219 0% 220 0% 221 0% 222 0% 223 0% 224 0% 225 0% 226 0% 227 100% 228 0% 229 0% 230 0% 231 0% 232 0% 233 0% 234 0% 235 0% 236 0% 237 0% 238 0% 239 0% 240 0% 241 0% 242 0% 243 0% 244 0% 245 0% 246 100% 247 0% 248 0% 249 0% 250 0% 251 0% 252 0% 253 0% 254 0% 255 0% 256 0% 257 0% 258 0% 259 0% 260 0% 261 0% 262 0% 263 0% 264 0% 265 0% 266 0% 267 0% 268 0% 269 0% 270 0% 271 0% 272 0% 273 0% 274 0% 275 0% 276 0% 277 0% 278 0% 279 0% 280 0% 281 0% 282 0% 283 0% 284 0% 285 0% 286 0% 287 0% 288 0% 289 0% 290 0% 291 0% 292 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% 307 0% 308 0% 309 0% 310 0% 311 0% 312 0% 313 0% 314 0% 315 0% 316 0% 317 0% 318 0% 319 #DIV/0! 320 #DIV/0! 321 #DIV/0! 322 #DIV/0! 323 0% 324 0% 325 0% 326 0% 327 0% 328 0% 329 0% 330 0% 331 0% 332 0% 333 0% 334 0% 335 0% 336 0% 337 0% 338 0% 339 0% 340 0% 341 0% 342 0% 343 100% 344 #DIV/0! 345 #DIV/0! 346 #DIV/0! 347 #DIV/0! 348 0% 349 0% 350 -1% 351 0% 352 0% 353 0% 354 0% 355 0% 356 0% 357 0% 358 0% 359 0% 360 0% 361 0% 362 0% 363 0% 364 0% 365 0% 366 0% 367 0% 368 -1% 369 0% 370 0% 371 100% 372 100% 373 100% Warning: The "RT" column at position 6 in the METABOLITES table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.