Validation Log 2025-12-15 02:40:15.566149 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005975/mwtab/json Study ID: ST003638 Analysis ID: AN005975 File format: json Status: Contains Validation Issues Number of Issues: 7 Number of Warnings: 5 Number of Value Errors: 6 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.35-0.4 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, "25", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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. Warning: The "PubChem Identifier (KEGG/HMDB)" column at position 3 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 "PubChem Identifier (KEGG/HMDB)" column at position 3 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 HMDB00991 11 HMDB01864 15 HMDB02222 21 HMDB02339 26 HMDB01107 53 HMDB00475 64 HMDB00653 108 HMDB00582 154 HMDB00746 163 HMDB03320 164 HMDB00734 167 HMDB0002092 179 HMDB02005 180 HMDB0002108 190 HMDB06029 212 HMDB00563 Warning: The "PubChem Identifier (KEGG/HMDB)" column at position 3 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 "PubChem Identifier (KEGG/HMDB)" column at position 3 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 C00236 1 C02494 2 C01152 3 C00196 4 C01159 6 C00629 7 C06369 8 C02612 9 C02630 10 C02504 12 C00141 13 C01180 14 C00109 16 C00197 17 C08276 18 C00334 19 C03492 20 C00847 22 C00440 23 C00119 24 C00345 25 C00415 27 D02742 28 C00164 29 C00332 30 C02571 31 C00024 32 C02727 33 C00227 34 C00417 35 C00147 36 C00212 37 C00224 38 C00498 39 C00008 40 C00026 41 C00041 42 C00499 43 C01551 44 C00956 45 C04677 46 C00020 47 C00108 48 C00062 49 C00072 50 C00152 51 C00049 52 C00002 54 C00719 55 C00576 56 C00120 57 C00169 58 C00318 59 C00307 60 C00570 61 C00112 62 C00185 63 C00187 65 C00695 66 C00114 67 C02226 68 C00158 69 C00158 70 C00327 71 C00055 72 C00010 73 C00300 74 C00791 75 C00063 76 C16463 77 C00575 78 C02291 79 C00491 80 C00606 81 C00491 82 C00475 83 C00380 84 C00360 85 C00131 86 C00705 87 C00239 88 C00458 89 C00559 90 C04483 91 C00330 92 C05512 93 C00673 94 C00526 95 C00882 96 C00279 97 C00361 98 C00818 99 C00257 100 C01236 101 C00352 102 C00352 103 C00118 104 C00362 105 C00286 106 C00337 107 C00111 109 C01026 110 C00408 111 C05382 112 C00363 113 C00364 114 C00459 115 C00365 116 C00460 117 C00189 118 C00016 119 C15608 120 C00061 121 C00504 122 C05378 123 C05345 124 C00122 125 C00035 126 C00341 127 C00198 128 C00329 129 C00103 130 C00668 131 C00025 132 C00064 133 C00051 134 C00127 135 C00258 136 C00093 137 C00670 138 C00037 139 C00160 140 C00048 141 C00144 142 C00044 143 C00581 144 C00242 145 C00387 146 C01228 147 C05345 148 C00135 149 C00860 150 C00356                       151 C16511 152 C00155 153 C00263 155 C05852 156 C01179 157 C01157 158 C00262 159 C00104 160 C02835 161 C00130 162 C00463 165 C00294 166 C00311 168 C01717 169 C00328 170 C00186 171 C03406 172 C00123 173 C00725 174 C00047 175 C00149 176 C01384 177 C00083 178 C00073 181 C02170 182 C02918 183 C00137 184 C02727 185 C00612 186 C02567 187 C00140 188 C04256 189 C00624 191 C01073 192 C01042 193 C00437 194 C02714 195 C00003 196 C00004 197 C00006 198 C00005 199 C00438 200 C03626 201 C00153 202 C00253 203 C00979 204 C00077 205 C00295 206 C01103 207 C00036 208 C00568 209 C00864 210 C00079 211 C01479 213 C00166 214 C00074 215 C00588 216 C00156 217 C00254 218 C00148 219 C00100 220 C00465 221 C00134 222 C00534 223 C00314 224 C01879 225 C00013 226 C00022 227 C03722 228 C00777 229 C00255 230 C00117 231 C00021 232 C01137 233 C00019 234 C00213                       235 C00447                       236 C00065 237 C00493 238 C03175 239 C00170 240 C00093 241 C00315 242 C00750 243 C03539 244 C00042 245 C00091 246 C00245 247 C05463 248 C00378 249 C00068 250 C01081 251 C00188 252 C00214 253 C00178 254 C00448 255 C00689 256 C00089 257 C00078 258 C00082 259 C00029 260 C00167 261 C00043 262 C00015 263 C00455 264 C00105 265 C00106 266 C00086 267 C00366 268 C00299 269 C00075 270 C00183 271 C00385 272 C01762 273 C00655 274 C02470 275 C00882 276 C00127 277 C00003 278 C03539 279 C00006 280 C00051 281 C00004 282 C00364 283 C00438 285 C01005 286 C03406 287 C00021 288 C01089 289 C03150 290 C00005 291 C02305 Warning: The column, "PubChem Identifier (KEGG/HMDB)", in the ["MS_METABOLITE_DATA"]["Metabolites"] table was matched to multiple standard names, ['kegg_id', 'hmdb_id']. This is a good indication that the values in that column should be split into the appropriate individual columns.