Validation Log 2025-12-15 02:11:23.724019 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005396/mwtab/txt Study ID: ST003295 Analysis ID: AN005396 File format: txt Status: Contains Validation Issues Number of Issues: 16 Number of Warnings: 9 Number of Value Errors: 13 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, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section. A legitimate value should be provided for this required subsection. Error: The value, "NA", 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, "250", 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: "1_2-Butanediol" "1_2-Dipalmitin" "1_5-Anhydroglucitol" "2_3_4-Trihydroxybutyric acid tetrakistrimethylsilyl" "7_10_13_16-Docosatetraenoic acid" "9_12-Octadecadienoic acid" "D--Cellobiose_ octakistrimethylsilyl ether_" "Silanol_ trimethyl-_ phosphate 3:1" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "1,2-Butanediol" "1,2-Dipalmitin" "1,5-Anhydroglucitol" "2,3,4-Trihydroxybutyric acid tetrakistrimethylsilyl" "7,10,13,16-Docosatetraenoic acid" "9,12-Octadecadienoic acid" "D--Cellobiose, octakistrimethylsilyl ether," "Silanol, trimethyl-, phosphate 3:1" 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.