Validation Log 2025-12-15 00:22:39.073584 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003492/mwtab/txt Study ID: ST002134 Analysis ID: AN003492 File format: txt Status: Contains Validation Issues Number of Issues: 9 Number of Warnings: 2 Number of Value Errors: 4 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: An empty value or a null value was detected for the "Sample ID" in entry 199 of the "SUBJECT_SAMPLE_FACTORS" section. A legitimate value should be provided for this required subsection. Error: An empty value or a null value was detected for the "RAW_FILE_NAME" in "Additional sample data" in entry 199 of the "SUBJECT_SAMPLE_FACTORS" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether. 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: The "Adduct" column at position 2 in the METABOLITES table, matches a standard column name, "adduct", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 124 5.02 Warning: The "RT" column at position 3 in the METABOLITES table, matches a standard column name, "retention_time". 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.