Validation Log 2026-09-06 13:38:49.958648 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008053/mwtab/txt Study ID: ST004761 Analysis ID: AN008053 File format: txt Status: Contains Validation Issues Number of Issues: 13 Number of Warnings: 9 Number of Value Errors: 9 Number of Consistency Errors: 2 Number of Format Errors: 1 Issue Log: Error: The required property, "STUDY_TITLE", in the "STUDY" section is missing. Error: The value, "40°C-50°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 following metabolites in the, MS_METABOLITE_DATA table were not found in the METABOLITES table: "1_2-dioleoyl-GPG (18:1/18:1)" "1_2-dioleoyl-GPI (18:1/18:1)" "1_2-distearoyl-GPG (18:0/18:0)" "2_3-dihydroxy-2-methylbutyrate" "2_4-dihydroxybutyrate" "2^-deoxyuridine 5^-monophosphate" "2R_3R-dihydroxybutyrate" "2S_3R-dihydroxybutyrate" "cytidine 2^ or 3^-monophosphate (2^ or 3^-CMP)" "cytidine-5^-diphosphoethanolamine" "cytidine 5^-monophospho-N-acetylneuraminic acid" "uridine 5^-monophosphate (UMP)" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "1,2-dioleoyl-GPG (18:1/18:1)" "1,2-dioleoyl-GPI (18:1/18:1)" "1,2-distearoyl-GPG (18:0/18:0)" "2,3-dihydroxy-2-methylbutyrate" "2,4-dihydroxybutyrate" "2'-deoxyuridine 5'-monophosphate" "2R,3R-dihydroxybutyrate" "2S,3R-dihydroxybutyrate" "cytidine 2' or 3'-monophosphate (2' or 3'-CMP)" "cytidine-5'-diphosphoethanolamine" "cytidine 5'-monophospho-N-acetylneuraminic acid" "uridine 5'-monophosphate (UMP)" 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 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" column at position 7 in the METABOLITES table has all null values. Warning: The "ri_type" column at position 8 in the METABOLITES table has all null values. Warning: The "moverz_quant" column at position 9 in the METABOLITES table has all null values.