Validation Log 2025-12-15 01:58:22.934199 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005135/mwtab/txt Study ID: ST003131 Analysis ID: AN005135 File format: txt Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 9 Number of Value Errors: 10 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: The value, "20-29g", for the subsection, "WEIGHT_OR_WEIGHT_RANGE", in the "SUBJECT" section 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, "-", for the subsection, "HEIGHT_OR_HEIGHT_RANGE", in the "SUBJECT" section 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", 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^-deoxyadenosine" "2^-deoxyadenosine 3^-monophosphate" "2^-deoxyadenosine 5^-monophosphate" "2^-deoxycytidine" "2^-deoxycytidine 5^-monophosphate" "2^-deoxyguanosine 5^-monophosphate (dGMP)" "2^-O-methylcytidine" "5-methyl-2^-deoxycytidine" "adenosine 5^-monophosphate (AMP)" "cytidine 2^ or 3^-monophosphate (2^ or 3^-CMP)" "cytidine 5^-monophosphate (5^-CMP)" "glutamate_ gamma-methyl ester" "N1_N10-dicoumaroylspermidine" "N1_N12-diacetylspermine" "N2-acetyl_N6-methyllysine" "N2_N2-dimethylguanosine" "N6_N6_N6-trimethyllysine" "N_N-dimethyl-5-aminovalerate" "N_N-dimethylalanine" "N_N-dimethylvaline" "N_N_N-trimethyl-5-aminovalerate" "N_N_N-trimethyl-alanylproline betaine (TMAP)" "trigonelline (N^-methylnicotinate)" "uridine 5^-monophosphate (UMP)" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "2'-deoxyadenosine" "2'-deoxyadenosine 3'-monophosphate" "2'-deoxyadenosine 5'-monophosphate" "2'-deoxycytidine" "2'-deoxycytidine 5'-monophosphate" "2'-deoxyguanosine 5'-monophosphate (dGMP)" "2'-O-methylcytidine" "5-methyl-2'-deoxycytidine" "adenosine 5'-monophosphate (AMP)" "cytidine 2' or 3'-monophosphate (2' or 3'-CMP)" "cytidine 5'-monophosphate (5'-CMP)" "glutamate, gamma-methyl ester" "N1,N10-dicoumaroylspermidine" "N1,N12-diacetylspermine" "N2-acetyl,N6-methyllysine" "N2,N2-dimethylguanosine" "N6,N6,N6-trimethyllysine" "N,N-dimethyl-5-aminovalerate" "N,N-dimethylalanine" "N,N-dimethylvaline" "N,N,N-trimethyl-5-aminovalerate" "N,N,N-trimethyl-alanylproline betaine (TMAP)" "trigonelline (N'-methylnicotinate)" "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 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. Warning: The "moverz_quant" column at position 9 in the METABOLITES table has all null values.