Validation Log 2025-12-15 01:58:31.447123 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005137/mwtab/json Study ID: ST003131 Analysis ID: AN005137 File format: json Status: Contains Validation Issues Number of Issues: 16 Number of Warnings: 10 Number of Value Errors: 12 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: The value, "20-29g", in ["SUBJECT"]["WEIGHT_OR_WEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['g', 'mg', 'kg', 'lbs']. Ignore this when more complicated descriptions are required. Error: The value, "-", in ["SUBJECT"]["HEIGHT_OR_HEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['cm', 'in']. Ignore this when more complicated descriptions are required. Error: The value, "40-50", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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"]["Data"] table were not found in the ["MS_METABOLITE_DATA"]["Metabolites"] table: "1_1-kestotetraose" "12_13-DiHOME" "1_2_3-benzenetriol sulfate (2)" "1_5-anhydroglucitol (1_5-AG)" "2^-deoxyguanosine" "2^-deoxyinosine" "2^-deoxyuridine" "2^-O-methyluridine" "3_4-dihydroxybenzoate" "(3^-5^)-adenylyladenosine*" "(3^-5^)-adenylylcytidine" "(3^-5^)-adenylylguanosine*" "(3^-5^)-adenylyluridine" "(3^-5^)-cytidylyladenosine" "(3^-5^)-cytidylylcytidine*" "(3^-5^)-cytidylylguanosine" "(3^-5^)-cytidylyluridine*" "(3^-5^)-guanylyladenosine*" "(3^-5^)-guanylylcytidine" "(3^-5^)-guanylyluridine" "(3^-5^)-uridylyladenosine" "(3^-5^)-uridylylcytidine*" "(3^-5^)-uridylylguanosine" "(3^-5^)-uridylyluridine" "5_6-dihydrouridine" "7_12-diketolithocholate" "9_10-DiHOME" "adenosine-2^_3^-cyclic monophosphate" "adenosine 3^_5^-cyclic monophosphate (cAMP)" "adenosine 3^-monophosphate (3^-AMP)" "branched-chain_ straight-chain_ or cyclopropyl 12:1 fatty acid*" "chrysoeriol (3^-O-methylluteolin)" "fructose 1_6-diphosphate/glucose 1_6-diphosphate/myo-inositol diphosphates" "guanosine-2^_3^-cyclic monophosphate" "guanosine 3^-monophosphate (3^-GMP)" "guanosine 5^- monophosphate (5^-GMP)" "thymidine 5^-monophosphate" "uridine-2^_3^-cyclic monophosphate" "uridine 3^-monophosphate (3^-UMP)" Error: The following metabolites in the ["MS_METABOLITE_DATA"]["Metabolites"] table were not found in the ["MS_METABOLITE_DATA"]["Data"] table: "1,1-kestotetraose" "12,13-DiHOME" "1,2,3-benzenetriol sulfate (2)" "1,5-anhydroglucitol (1,5-AG)" "2'-deoxyguanosine" "2'-deoxyinosine" "2'-deoxyuridine" "2'-O-methyluridine" "3,4-dihydroxybenzoate" "(3'-5')-adenylyladenosine*" "(3'-5')-adenylylcytidine" "(3'-5')-adenylylguanosine*" "(3'-5')-adenylyluridine" "(3'-5')-cytidylyladenosine" "(3'-5')-cytidylylcytidine*" "(3'-5')-cytidylylguanosine" "(3'-5')-cytidylyluridine*" "(3'-5')-guanylyladenosine*" "(3'-5')-guanylylcytidine" "(3'-5')-guanylyluridine" "(3'-5')-uridylyladenosine" "(3'-5')-uridylylcytidine*" "(3'-5')-uridylylguanosine" "(3'-5')-uridylyluridine" "5,6-dihydrouridine" "7,12-diketolithocholate" "9,10-DiHOME" "adenosine-2',3'-cyclic monophosphate" "adenosine 3',5'-cyclic monophosphate (cAMP)" "adenosine 3'-monophosphate (3'-AMP)" "branched-chain, straight-chain, or cyclopropyl 12:1 fatty acid*" "chrysoeriol (3'-O-methylluteolin)" "fructose 1,6-diphosphate/glucose 1,6-diphosphate/myo-inositol diphosphates" "guanosine-2',3'-cyclic monophosphate" "guanosine 3'-monophosphate (3'-GMP)" "guanosine 5'- monophosphate (5'-GMP)" "thymidine 5'-monophosphate" "uridine-2',3'-cyclic monophosphate" "uridine 3'-monophosphate (3'-UMP)" Warning: The "ri" column at position 7 in the ["MS_METABOLITE_DATA"]["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 ["MS_METABOLITE_DATA"]["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. Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Metabolites"] table. Warning: The "inchi_key" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "other_id" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "other_id_type" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "ri_type" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "moverz_quant" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "" column at position 10 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.