Validation Log
2025-12-15 00:42:53.068047
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003866/mwtab/json
Study ID:      ST002371
Analysis ID:   AN003866
File format:   json
Status: Contains Validation Issues
Number of Issues: 15

Number of Warnings: 10

Number of Value Errors: 11

Number of Consistency Errors: 2

Number of Format Errors: 1

Issue Log:
Error: The value in ["CHROMATOGRAPHY"]["FLOW_RATE"] 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 required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing.
Error: The following metabolites in the, ["MS_METABOLITE_DATA"]["Data"] table were not found in the ["MS_METABOLITE_DATA"]["Metabolites"] table:
	"11^-Carboxy-alpha-chromanol"
	"1_3-diphosphoglycerate /2_3-diphosphoglycerate /(1_3BPG or2_3BPG)"
	"3_5-dihydroxy-3_4-dihydro-1_4-benzothiazine"
	"4-hydroxy-2-nonenal/3_4-epoxynonanal"
	"4-Hydroxyphenylacetate/2-Hydroxyphenylacetate/3_4-Dihydroxyphenylacetaldehyde"
	"5_6-dihydrothymine"
	"8_11_14-Eicosatrienoic acid (DGLA)"
	"9_10-hydroxyoctadec-12(Z)-enoate/12_13-hydroxyoctadec-9(Z)-enoate"
	"beta-D-Fructose 1_6-bisphosphate"
	"clupanodonic acid/docosa-4_7_10_13_16-pentaenoic acid"
	"sedoheptulose 1_7-bisphosphate"
Error: The following metabolites in the ["MS_METABOLITE_DATA"]["Metabolites"] table were not found in the ["MS_METABOLITE_DATA"]["Data"] table:
	"11'-Carboxy-alpha-chromanol"
	"1,3-diphosphoglycerate /2,3-diphosphoglycerate /(1,3BPG or2,3BPG)"
	"3,5-dihydroxy-3,4-dihydro-1,4-benzothiazine"
	"4-hydroxy-2-nonenal/3,4-epoxynonanal"
	"4-Hydroxyphenylacetate/2-Hydroxyphenylacetate/3,4-Dihydroxyphenylacetaldehyde"
	"5,6-dihydrothymine"
	"8,11,14-Eicosatrienoic acid (DGLA)"
	"9,10-hydroxyoctadec-12(Z)-enoate/12,13-hydroxyoctadec-9(Z)-enoate"
	"beta-D-Fructose 1,6-bisphosphate"
	"clupanodonic acid/docosa-4,7,10,13,16-pentaenoic acid"
	"sedoheptulose 1,7-bisphosphate"
Warning: The "ri" column at position 7 in the ["MS_METABOLITE_DATA"]["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 ["MS_METABOLITE_DATA"]["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.
Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Metabolites"] table.
Warning: The "inchi_key" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "other_id_type" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "ri" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "ri_type" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "moverz_quant" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "" column at position 10 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.