Validation Log
2025-12-14 22:36:14.288016
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN001559/mwtab/txt
Study ID:      ST000950
Analysis ID:   AN001559
File format:   txt
Status: Contains Validation Issues
Number of Issues: 18

Number of Warnings: 13

Number of Value Errors: 13

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "FLOW_RATE", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "SOLVENT_A", in the "CHROMATOGRAPHY" section  is missing.
Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section  is missing.
Warning: SUBJECT_SAMPLE_FACTORS entry #1 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #2 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #3 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #4 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #5 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #6 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #7 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #8 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #9 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #10 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #11 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: SUBJECT_SAMPLE_FACTORS entry #12 has the following duplicate keys in its Additional sample data:
	"protocol.id"
	"protocol.id"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"cell_type"
	"protocol.id"
	"protocol.id"
	"replicate"
	"replicate%type"
Warning: The "isotopologue%type" column at position 4 in the METABOLITES table, matches a standard column name, "isotopologue_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.