Validation Log 2025-12-15 01:27:30.295750 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004626/mwtab/txt Study ID: ST002832 Analysis ID: AN004626 File format: txt Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 10 Number of Value Errors: 10 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: The value, "0.4 mL/min.", for the subsection, "FLOW_RATE", 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: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "45C", 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_4-Benzenetriol" "2_3-Dihydroxybenzoic acid" "2_5-dihydroxy benzoic acid" "2^-Deoxyuridine-5^-monophosphate" "2^-O-Methylguanosine" "2^-O-Methyluridine" "3_4-Dihydroxybenzoic acid" "3_4-Dihydroxyhydrocinnamic acid" "3^-O-Methylinosine" "4_5_7-Trihydroxyisoflavone" "4_6-Diamino-5-formamidopyrimidine" "4_6-Dihydroxypyrimidine" "5^-Methylthioadenosine" "Adenosine 3^_5^-cyclic monophosphate" "Adenosine 3^-monophosphate" "Adenosine 5^-monophosphate" "Cytidine 2^_3^-cyclic monophosphoric acid" "Cytidine-5^-monophosphate" "Glutathione_ oxidized" "Guanosine-3^_5^-cyclic monophosphate" "Guanosine 5^-monophosphate" "N2_N2-Dimethylguanosine" "N_N-Dimethylarginine" "Thymidine-5^-monophosphate" "Uridine 5^-monophosphate" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "1,2,4-Benzenetriol" "2,3-Dihydroxybenzoic acid" "2,5-dihydroxy benzoic acid" "2'-Deoxyuridine-5'-monophosphate" "2'-O-Methylguanosine" "2'-O-Methyluridine" "3,4-Dihydroxybenzoic acid" "3,4-Dihydroxyhydrocinnamic acid" "3'-O-Methylinosine" "4,5,7-Trihydroxyisoflavone" "4,6-Diamino-5-formamidopyrimidine" "4,6-Dihydroxypyrimidine" "5'-Methylthioadenosine" "Adenosine 3',5'-cyclic monophosphate" "Adenosine 3'-monophosphate" "Adenosine 5'-monophosphate" "Cytidine 2',3'-cyclic monophosphoric acid" "Cytidine-5'-monophosphate" "Glutathione, oxidized" "Guanosine-3',5'-cyclic monophosphate" "Guanosine 5'-monophosphate" "N2,N2-Dimethylguanosine" "N,N-Dimethylarginine" "Thymidine-5'-monophosphate" "Uridine 5'-monophosphate" 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.