Validation Log 2026-02-22 08:06:58.633597 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007696/mwtab/txt Study ID: ST004581 Analysis ID: AN007696 File format: txt Status: Contains Validation Issues Number of Issues: 5 Number of Warnings: 3 Number of Value Errors: 5 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "9735584107", for the subsection, "EMAIL", in the "PROJECT" section is not a valid email. Error: The value, "40-50", 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 "PUBCHEM" column at position 4 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 "KEGG" column at position 3 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 "HMDB" column at position 2 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.