Validation Log 2026-09-06 13:38:46.064461 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008052/mwtab/txt Study ID: ST004761 Analysis ID: AN008052 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: "2_3-dihydroxy-5-methylthio-4-pentenoate (DMTPA)*" "2_4-di-tert-butylphenol" "2^-deoxyadenosine 5^-diphosphate" "2^-deoxyadenosine 5^-monophosphate" "2^-deoxyguanosine" "2^-deoxyinosine" "2^-O-methyluridine" "(3^-5^)-adenylyladenosine*" "(3^-5^)-adenylylcytidine" "(3^-5^)-adenylyluridine" "(3^-5^)-cytidylyladenosine" "(3^-5^)-cytidylyluridine*" "(3^-5^)-guanylyluridine" "(3^-5^)-uridylyladenosine" "(3^-5^)-uridylylcytidine*" "(3^-5^)-uridylylguanosine" "(3^-5^)-uridylyluridine" "3^-dephospho-CoA-glutathione*" "3^-dephosphocoenzyme A" "5_6-dihydrouridine" "adenosine 2^-monophosphate (2^-AMP)" "adenosine 3^_5^-cyclic monophosphate (cAMP)" "adenosine 3^-monophosphate (3^-AMP)" "adenosine 5^-diphosphate (ADP)" "adenosine 5^-diphosphoribose (ADP-ribose)" "bilirubin degradation product_ C17H18N2O4 (2)**" "bilirubin degradation product_ C17H18N2O4 (3)**" "fructose 1_6-diphosphate/glucose 1_6-diphosphate/myo-inositol diphosphates" "guanosine 3^-monophosphate (3^-GMP)" "guanosine 5^-diphospho-fucose" "S-(1_2-dicarboxyethyl)glutathione" "thymidine 5^-monophosphate" "uridine 5^-diphosphate (UDP)" "xanthosine 5^-monophosphate (xmp)" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "2,3-dihydroxy-5-methylthio-4-pentenoate (DMTPA)*" "2,4-di-tert-butylphenol" "2'-deoxyadenosine 5'-diphosphate" "2'-deoxyadenosine 5'-monophosphate" "2'-deoxyguanosine" "2'-deoxyinosine" "2'-O-methyluridine" "(3'-5')-adenylyladenosine*" "(3'-5')-adenylylcytidine" "(3'-5')-adenylyluridine" "(3'-5')-cytidylyladenosine" "(3'-5')-cytidylyluridine*" "(3'-5')-guanylyluridine" "(3'-5')-uridylyladenosine" "(3'-5')-uridylylcytidine*" "(3'-5')-uridylylguanosine" "(3'-5')-uridylyluridine" "3'-dephospho-CoA-glutathione*" "3'-dephosphocoenzyme A" "5,6-dihydrouridine" "adenosine 2'-monophosphate (2'-AMP)" "adenosine 3',5'-cyclic monophosphate (cAMP)" "adenosine 3'-monophosphate (3'-AMP)" "adenosine 5'-diphosphate (ADP)" "adenosine 5'-diphosphoribose (ADP-ribose)" "bilirubin degradation product, C17H18N2O4 (2)**" "bilirubin degradation product, C17H18N2O4 (3)**" "fructose 1,6-diphosphate/glucose 1,6-diphosphate/myo-inositol diphosphates" "guanosine 3'-monophosphate (3'-GMP)" "guanosine 5'-diphospho-fucose" "S-(1,2-dicarboxyethyl)glutathione" "thymidine 5'-monophosphate" "uridine 5'-diphosphate (UDP)" "xanthosine 5'-monophosphate (xmp)" 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.