Validation Log 2025-12-15 02:51:00.276838 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006444/mwtab/txt Study ID: ST003788 Analysis ID: AN006444 File format: txt Status: Contains Validation Issues Number of Issues: 11 Number of Warnings: 8 Number of Value Errors: 9 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "14-87", for the subsection, "AGE_OR_AGE_RANGE", in the "SUBJECT" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "450 µL/min", for the subsection, "FLOW_RATE", 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: ['mL/min', 'uL/min', 'μL/min']. 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. Warning: The "MZ" column at position 4 in the METABOLITES table, matches a standard column name, "moverz_quant". 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 "HMDB_ID" column at position 6 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: 169 redundant ion 170 redundant ion 171 redundant ion 172 redundant ion 173 redundant ion 174 redundant ion 175 redundant ion 176 redundant ion 177 redundant ion 178 redundant ion 179 redundant ion 180 redundant ion 181 redundant ion 182 redundant ion 183 redundant ion 184 redundant ion 185 redundant ion 186 redundant ion 187 redundant ion 188 redundant ion 189 redundant ion 190 redundant ion 191 redundant ion 192 redundant ion 193 redundant ion 194 redundant ion 195 redundant ion 196 redundant ion 197 redundant ion 198 redundant ion 199 redundant ion 200 redundant ion 201 redundant ion 202 redundant ion 203 redundant ion 204 redundant ion 205 redundant ion 206 redundant ion 207 redundant ion 208 redundant ion 209 redundant ion 210 redundant ion 211 redundant ion 212 redundant ion 213 redundant ion 214 redundant ion 215 redundant ion 216 redundant ion 217 redundant ion 218 redundant ion 219 redundant ion 220 redundant ion 221 redundant ion 222 redundant ion 223 redundant ion 224 redundant ion 225 redundant ion 226 redundant ion 227 redundant ion 228 redundant ion 229 redundant ion 230 redundant ion 231 redundant ion 232 redundant ion 233 redundant ion 234 redundant ion 235 redundant ion 236 redundant ion 237 redundant ion Warning: The "Compound_ID" column at position 3 in the METABOLITES table, matches a standard column name, "other_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 "RT" column at position 5 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 "Method" column at position 2 in the METABOLITES table, matches a standard column name, "ms_method". 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 column "Compound_ID" was found in the METABOLITES table, but this column implies that another column, "other_id_type", should also exist, and that column was not found. Warning: The standard column, "other_id", was found in the METABOLITES table as "Compound_ID". If this column contains database IDs for standard databases such as KEGG, PubChem, HMDB, etc., it is recommended to make individual columns for these and not lump them together into a less descriptive "other_id" column. Warning: The "IN_0350" column at position 6 in the MS_METABOLITE_DATA table has all null values.