Validation Log 2025-12-14 23:59:17.785830 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003167/mwtab/txt Study ID: ST001945 Analysis ID: AN003167 File format: txt Status: Contains Validation Issues Number of Issues: 4 Number of Warnings: 2 Number of Value Errors: 2 Number of Consistency Errors: 0 Number of Format Errors: 2 Issue Log: Error: The required property, "ANALYSIS_TYPE", in the "ANALYSIS" section is missing. Error: Unknown or invalid section, "FACTORS". 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 Accession Number" 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.