Validation Log 2025-12-15 00:24:27.228966 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003526/mwtab/txt Study ID: ST002153 Analysis ID: AN003526 File format: txt Status: Contains Validation Issues Number of Issues: 12 Number of Warnings: 6 Number of Value Errors: 8 Number of Consistency Errors: 0 Number of Format Errors: 4 Issue Log: Error: The value, "7 months old", 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, "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 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_B", in the "CHROMATOGRAPHY" section is missing. Warning: The "m/z" 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 "PubChem CID" column at position 2 in the METABOLITES table, matches a standard column name, "pubchem_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 CID" column at position 2 in the METABOLITES table, matches a standard column name, "pubchem_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: 3 69217　7817 9 13730　439182 17 92136　439389 18 6657　6119 27 10394　91　102526 39 64969　92105 48 70　47　159664 59 18986　676157 96 264　6590 142 439213　24154 175 1738　348154　9378 193 10430　7991　8314 215 107737　440194 224 439174　439281　35717 255 439260　4624 267 328　780 273 68144　91637 338 8629　23724458 339 445675　23724461 364 0　188824 367 0　439924 388 22885096　151023 Warning: The "HMDB ID" column at position 3 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 "HMDB ID" column at position 3 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: 9 HMDB0000101　HMDB0001983 18 HMDB0000452　HMDB0001906 27 HMDB0002199　HMDB0000375　HMDB0041683 39 HMDB0000479　HMDB0000001 48 HMDB0000695　HMDB0000491　HMDB0001864 59 HMDB0004096　HMDB0000671 96 HMDB0000039　HMDB0001873 175 HMDB0000118　HMDB0000423　HMDB0000755 193 HMDB0000718　HMDB0000892　HMDB0002176 215 HMDB0000213　HMDB0006814 224 HMDB0000215　HMDB0001129　HMDB0000853 255 HMDB0000216　HMDB0001537 267 HMDB0000822　HMDB0000130 273 HMDB0000821　HMDB0011723 338 HMDB0000286　HMDB0000302 339 HMDB0000290　HMDB0000304 388 HMDB0011170　HMDB0011171 Warning: The "MT/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.