Validation Log 2025-12-15 00:31:18.466657 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003649/mwtab/txt Study ID: ST002236 Analysis ID: AN003649 File format: txt Status: Contains Validation Issues Number of Issues: 18 Number of Warnings: 13 Number of Value Errors: 13 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: 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_A", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section is missing. Warning: The "PubChem CID" column at position 3 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 number" column at position 4 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 ID" 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. Warning: The "LipidMaps" column at position 6 in the METABOLITES table, matches a standard column name, "lm_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 "Metabolite_ID (CAS# number)" column at position 5 in the METABOLITES table, matches a standard column name, "cas_number". 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 "WT (Only EW) 2F" column at position 18 in the MS_METABOLITE_DATA table has all null values. Warning: The "WT (OVA_EW) 6F" column at position 29 in the MS_METABOLITE_DATA table has all null values. Warning: The "WT (Only EW) 6S" column at position 51 in the MS_METABOLITE_DATA table has all null values. Warning: The "HMDB ID" column at position 2 in the METABOLITES table has all null values. Warning: The "PubChem CID" column at position 3 in the METABOLITES table has all null values. Warning: The "KEGG number" column at position 4 in the METABOLITES table has all null values. Warning: The "Metabolite_ID (CAS# number)" column at position 5 in the METABOLITES table has all null values. Warning: The "LipidMaps" column at position 6 in the METABOLITES table has all null values.