Validation Log 2025-12-15 00:10:32.603338 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003382/mwtab/txt Study ID: ST002075 Analysis ID: AN003382 File format: txt Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 10 Number of Value Errors: 9 Number of Consistency Errors: 2 Number of Format Errors: 1 Issue Log: Error: The value, "Male and female", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: The required property, "COLUMN_TEMPERATURE", 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-Dihydroxy-9Z-octadecenoic acid" "13-Keto-9Z_11E-octadecadienoic acid" "1_4-Cyclohexanedicarboxylic acid" "1_4-Dihydroxy-2-naphthoic acid" "1_5-Isoquinolinediol" "17(18)-Epoxy-5Z_8Z_11Z_14Z-eicosatetraenoic acid" "2_3_5-Trimethylpyrazine" "2_8-Quinolinediol" "2^-Deoxyadenosine" "2^-Deoxyguanosine" "2^-Deoxyinosine" "2^-O-Methylinosine" "3^-O-Methylcytidine" "3^-O-Methylinosine" "5-Methyl-5_6-Dihydrouracil" "5^-Methylthioadenosine" "9-Oxo-10E_12Z-octadecadienoic acid" "cis-5_8_11_14_17-Eicosapentaenoic acid" "Monolinolenin (9c_12c_15c)" "N2_N2-Dimethylguanosine" "N6_N6_N6-Trimethyl-L-lysine" "N_N-Dimethylarginine ADMA and SDMA" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "12,13-Dihydroxy-9Z-octadecenoic acid" "13-Keto-9Z,11E-octadecadienoic acid" "1,4-Cyclohexanedicarboxylic acid" "1,4-Dihydroxy-2-naphthoic acid" "1,5-Isoquinolinediol" "17(18)-Epoxy-5Z,8Z,11Z,14Z-eicosatetraenoic acid" "2,3,5-Trimethylpyrazine" "2,8-Quinolinediol" "2'-Deoxyadenosine" "2'-Deoxyguanosine" "2'-Deoxyinosine" "2'-O-Methylinosine" "3'-O-Methylcytidine" "3'-O-Methylinosine" "5-Methyl-5,6-Dihydrouracil" "5'-Methylthioadenosine" "9-Oxo-10E,12Z-octadecadienoic acid" "cis-5,8,11,14,17-Eicosapentaenoic acid" "Monolinolenin (9c,12c,15c)" "N2,N2-Dimethylguanosine" "N6,N6,N6-Trimethyl-L-lysine" "N,N-Dimethylarginine ADMA and SDMA" 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 "pubchem_id" column at position 2 in the METABOLITES table has all null values. Warning: The "inchi_key" column at position 3 in the METABOLITES table has all null values. Warning: The "kegg_id" column at position 4 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.