Validation Log
2025-12-15 02:05:57.498945
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005283/mwtab/txt
Study ID:      ST003222
Analysis ID:   AN005283
File format:   txt
Status: Contains Validation Issues
Number of Issues: 59

Number of Warnings: 57

Number of Value Errors: 59

Number of Consistency Errors: 0

Number of Format Errors: 0

Issue Log:
Error: The value, "0.35ml/min", 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, "45", 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.
Warning: SUBJECT_SAMPLE_FACTORS entry #1 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #2 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #3 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #4 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #5 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #6 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #7 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #8 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #9 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #10 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #11 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #12 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #13 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #14 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #15 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #16 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #17 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #18 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #19 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #20 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #21 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #22 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #23 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #24 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #25 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #26 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #27 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #28 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #29 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #30 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #31 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #32 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #33 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #34 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #35 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #36 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #37 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #38 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #39 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #40 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #41 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #42 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #43 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #44 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #45 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #46 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #47 has the following duplicate keys in its Factors:
	"Treatment"
Warning: SUBJECT_SAMPLE_FACTORS entry #48 has the following duplicate keys in its Factors:
	"Treatment"
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 "kegg_map" column at position 9 in the METABOLITES table, matches a standard column name, "kegg_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 "HMDB" column at position 3 in the METABOLITES table, matches a standard column name, "hmdb_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 "lipidmaps ID" column at position 4 in the METABOLITES table, matches a standard column name, "lm_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 "Metlin" column at position 8 in the METABOLITES table, matches a standard column name, "metlin_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 "CAS" column at position 6 in the METABOLITES table, matches a standard column name, "cas_number". 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 "ChEBI" column at position 7 in the METABOLITES table, matches a standard column name, "chebi_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 "Metlin" column at position 8 in the METABOLITES table has all null values.
Warning: The "CAS" column at position 6 in the METABOLITES table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.