Validation Log
2025-12-15 01:13:22.353559
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN004423/mwtab/json
Study ID:      ST002729
Analysis ID:   AN004423
File format:   json
Status: Contains Validation Issues
Number of Issues: 16

Number of Warnings: 12

Number of Value Errors: 13

Number of Consistency Errors: 2

Number of Format Errors: 0

Issue Log:
Error: The value, "30℃", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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"]["Data"] table were not found in the ["MS_METABOLITE_DATA"]["Metabolites"] table:
	"1_5-Anhydro-D-glucitol"
	"1_6-Anhydro-beta-D-glucose"
	"2_3-Bisphosphoglycerate"
	"2_3-Pyridinedicarboxylic acid"
	"2^-Deoxycytidine 5^-monophosphate"
	"2^-Deoxyuridine 5^-phosphate"
	"5-aminoimidazole-4-carboxamide-1-β-D-ribofuranosyl 5^-monophosphate"
	"Adenosine 3^_5^-cyclic monophosphate"
	"Adenosine 5^-diphosphate"
	"Adenosine 5^-diphosphate ribose"
	"Adenosine 5^-monophosphate"
	"Adenosine 5^-triphosphate"
	"Cytidine 5^-diphosphate"
	"Cytidine-5^-monophosphate"
	"Cytidine 5^-triphosphate"
	"Deoxyadenosine 5^-triphosphate"
	"Deoxycytidine 5^-triphosphate"
	"Deoxythymidine 5^-diphosphate"
	"Deoxythymidine 5^-monophosphate"
	"Deoxythymidine 5^-triphosphate"
	"D-Fructose 1_6-bisphosphate"
	"Guanosine 5^-diphosphate"
	"Guanosine 5^-monophosphate"
	"Guanosine 5^-triphosphate"
	"Hydroxybutyric acid (2-Hydroxybutyric acid_ 3-Hydroxybutyric acid_ 2-Hydroxyisobutyric acid_ 3-Hydroxyisobutyric acid)"
	"Inosine 5^-diphosphate"
	"Inosine 5^-monophosphate"
	"Inosine 5^-triphosphate"
	"Pyridoxal 5^-phosphate"
	"Uridine 5^-diphosphate"
	"Uridine 5^-diphosphate glucose"
	"Uridine 5^-monophosphate"
	"Uridine 5^-triphosphate"
Error: The following metabolites in the ["MS_METABOLITE_DATA"]["Metabolites"] table were not found in the ["MS_METABOLITE_DATA"]["Data"] table:
	"1,5-Anhydro-D-glucitol"
	"1,6-Anhydro-beta-D-glucose"
	"2,3-Bisphosphoglycerate"
	"2,3-Pyridinedicarboxylic acid"
	"2'-Deoxycytidine 5'-monophosphate"
	"2'-Deoxyuridine 5'-phosphate"
	"5-aminoimidazole-4-carboxamide-1-β-D-ribofuranosyl 5'-monophosphate"
	"Adenosine 3',5'-cyclic monophosphate"
	"Adenosine 5'-diphosphate"
	"Adenosine 5'-diphosphate ribose"
	"Adenosine 5'-monophosphate"
	"Adenosine 5'-triphosphate"
	"Cytidine 5'-diphosphate"
	"Cytidine-5'-monophosphate"
	"Cytidine 5'-triphosphate"
	"Deoxyadenosine 5'-triphosphate"
	"Deoxycytidine 5'-triphosphate"
	"Deoxythymidine 5'-diphosphate"
	"Deoxythymidine 5'-monophosphate"
	"Deoxythymidine 5'-triphosphate"
	"D-Fructose 1,6-bisphosphate"
	"Guanosine 5'-diphosphate"
	"Guanosine 5'-monophosphate"
	"Guanosine 5'-triphosphate"
	"Hydroxybutyric acid (2-Hydroxybutyric acid, 3-Hydroxybutyric acid, 2-Hydroxyisobutyric acid, 3-Hydroxyisobutyric acid)"
	"Inosine 5'-diphosphate"
	"Inosine 5'-monophosphate"
	"Inosine 5'-triphosphate"
	"Pyridoxal 5'-phosphate"
	"Uridine 5'-diphosphate"
	"Uridine 5'-diphosphate glucose"
	"Uridine 5'-monophosphate"
	"Uridine 5'-triphosphate"
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 "pubchem_id" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "inchi_key" column at position 3 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.
Warning: The "kegg_id" column at position 4 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.