Validation Log 2025-12-15 00:50:48.931532 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004016/mwtab/txt Study ID: ST002461 Analysis ID: AN004016 File format: txt Status: Contains Validation Issues Number of Issues: 15 Number of Warnings: 11 Number of Value Errors: 11 Number of Consistency Errors: 2 Number of Format Errors: 0 Issue Log: Error: The value, "0.3 mL·min-1", 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, "40°C", 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_11-Undecanedicarboxylic acid" "12_13-EpOME" "1_3_5-Trihydroxy-10-methylacridone" "15_16-DiHODE" "1-Phenyl-1_3-octadecanedione" "2^-Deoxyguanosine 5^-monophosphate" "3_4-Methyleneazelaic acid" "5_8_11-Eicosatrienoic acid" "7_8-Dehydro-beta-micropteroxanthin" "LysoPE(18:2(9Z_12Z)/0:0)" "LysoPE(20:4(5Z_8Z_11Z_14Z)/0:0)" "LysoPE(20:5(5Z_8Z_11Z_14Z_17Z)/0:0)" "LysoPE(22:4(7Z_10Z_13Z_16Z)/0:0)" "LysoPE(22:6(4Z_7Z_10Z_13Z_16Z_19Z)/0:0)" "LysoPI(20:4(5Z_8Z_11Z_14Z)/0:0)" "Uridine 5^-monophosphate" Error: The following metabolites in the METABOLITES table were not found in the MS_METABOLITE_DATA table: "1,11-Undecanedicarboxylic acid" "12,13-EpOME" "1,3,5-Trihydroxy-10-methylacridone" "15,16-DiHODE" "1-Phenyl-1,3-octadecanedione" "2'-Deoxyguanosine 5'-monophosphate" "3,4-Methyleneazelaic acid" "5,8,11-Eicosatrienoic acid" "7,8-Dehydro-beta-micropteroxanthin" "LysoPE(18:2(9Z,12Z)/0:0)" "LysoPE(20:4(5Z,8Z,11Z,14Z)/0:0)" "LysoPE(20:5(5Z,8Z,11Z,14Z,17Z)/0:0)" "LysoPE(22:4(7Z,10Z,13Z,16Z)/0:0)" "LysoPE(22:6(4Z,7Z,10Z,13Z,16Z,19Z)/0:0)" "LysoPI(20:4(5Z,8Z,11Z,14Z)/0:0)" "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. Warning: The "moverz_quant" column at position 9 in the METABOLITES table has all null values.