Validation Log 2025-12-14 22:56:01.058316 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN001983/mwtab/txt Study ID: ST001191 Analysis ID: AN001983 File format: txt Status: Contains Validation Issues Number of Issues: 13 Number of Warnings: 8 Number of Value Errors: 7 Number of Consistency Errors: 2 Number of Format Errors: 2 Issue Log: Error: The value, "25 ° C", 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. Error: The required property, "COLUMN_NAME", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section is missing. Error: The following metabolites in the, MS_METABOLITE_DATA table were not found in the METABOLITES table: "12_13-EODE" "1H-Isoindole-1_3(2H)-dione" "2^-Deoxyinosine" "Cytidine 5^-diphosphocholine" "D-Fructose 1_6-bisphosphate" "Uridine 5^-diphosphoglucuronic acid (UDP-D-glucuronate)" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "12,13-EODE" "1H-Isoindole-1,3(2H)-dione" "2'-Deoxyinosine" "Cytidine 5'-diphosphocholine" "D-Fructose 1,6-bisphosphate" "Uridine 5'-diphosphoglucuronic acid (UDP-D-glucuronate)" Warning: The "ri" column at position 7 in the METABOLITES table, matches a standard column name, "retention_index". 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 "ri_type" column at position 8 in the METABOLITES table, matches a standard column name, "retention_index_type". 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 pair, "ri" and "ri_type", in the METABOLITES table should have data in the same rows, but at least one row has data in one column and nothing in the other. Warning: The standard column, "other_id", was found in the METABOLITES table as "other_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 "inchi_key" column at position 3 in the METABOLITES table has all null values. Warning: The "other_id" column at position 5 in the METABOLITES table has all null values. Warning: The "other_id_type" column at position 6 in the METABOLITES table has all null values. Warning: The "ri_type" column at position 8 in the METABOLITES table has all null values.