Validation Log 2025-12-15 00:52:22.853925 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004078/mwtab/txt Study ID: ST002476 Analysis ID: AN004078 File format: txt Status: Contains Validation Issues Number of Issues: 18 Number of Warnings: 10 Number of Value Errors: 15 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: An empty value or a null value was detected for the subsection, "TREATMENT_SUMMARY", in the "TREATMENT" section. A legitimate value should be provided for this required subsection. Error: An empty value or a null value was detected for the subsection, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section. A legitimate value should be provided for this required subsection. Error: The value, "none", 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, "none", 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: An empty value or a null value was detected for the subsection, "SOLVENT_A", in the "CHROMATOGRAPHY" section. A legitimate value should be provided for this required subsection. Error: An empty value or a null value was detected for the subsection, "SOLVENT_B", in the "CHROMATOGRAPHY" section. A legitimate value should be provided for this required subsection. Error: The following metabolites in the, MS_METABOLITE_DATA table were not found in the METABOLITES table: "2^_3^-cCMP" "2_3-DPG" "2_3-Pyridinedicarboxylate" "2_4-Dihydroxypyrimidine-5-carboxylate" "2_5-Dihydroxybenzoate" "3^_5^-Cyclic dAMP" "3^-AMP" "Adenosine 3^_5^-diphosphate" "Adenosine 5^-phosphosulfate" "F1_6P" "Orotidine 5^-monophosphate" "P1_ P4-Di(adenosine-5^) tetraphosphate" "Ribulose 1_5-diphosphate" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "2',3'-cCMP" "2,3-DPG" "2,3-Pyridinedicarboxylate" "2,4-Dihydroxypyrimidine-5-carboxylate" "2,5-Dihydroxybenzoate" "3',5'-Cyclic dAMP" "3'-AMP" "Adenosine 3',5'-diphosphate" "Adenosine 5'-phosphosulfate" "F1,6P" "Orotidine 5'-monophosphate" "P1, P4-Di(adenosine-5') tetraphosphate" "Ribulose 1,5-diphosphate" 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 "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" 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.