Validation Log
2026-02-01 07:35:02.896201
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005658/mwtab/txt
Study ID:      ST003442
Analysis ID:   AN005658
File format:   txt
Status: Contains Validation Issues
Number of Issues: 14

Number of Warnings: 11

Number of Value Errors: 13

Number of Consistency Errors: 0

Number of Format Errors: 1

Issue Log:
Error: The value, "18-65", for the subsection, "AGE_OR_AGE_RANGE", in the "SUBJECT" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required.
Error: The value, "55", 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: Unknown or invalid section, "FACTORS".
Warning: The "Exact mass" column at position 4 in the METABOLITES table, matches a standard column name, "mass". 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 "Metabolite name" column at position 2 in the METABOLITES table, matches a standard column name, "name". 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 "PubChem CID" column at position 5 in the METABOLITES table, matches a standard column name, "pubchem_id". 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 "230707_15-LOX_M2-Homogenat_STP_2" column at position 3 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_7" column at position 8 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_16" column at position 15 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_19" column at position 18 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_26" column at position 23 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_27" column at position 24 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_31" column at position 28 in the MS_METABOLITE_DATA table has all null values.
Warning: The "230707_15-LOX_M2-Homogenat_STP_43" column at position 38 in the MS_METABOLITE_DATA table has all null values.