Validation Log 2025-12-15 02:43:08.995269 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006040/mwtab/txt Study ID: ST003679 Analysis ID: AN006040 File format: txt Status: Contains Validation Issues Number of Issues: 44 Number of Warnings: 11 Number of Value Errors: 10 Number of Consistency Errors: 2 Number of Format Errors: 31 Issue Log: Error: The required property, "PROJECT_TITLE", in the "PROJECT" section is missing. Error: The required property, "PROJECT_SUMMARY", in the "PROJECT" section is missing. Error: The required property, "INSTITUTE", in the "PROJECT" section is missing. Error: The required property, "LAST_NAME", in the "PROJECT" section is missing. Error: The required property, "FIRST_NAME", in the "PROJECT" section is missing. Error: The required property, "ADDRESS", in the "PROJECT" section is missing. Error: The required property, "EMAIL", in the "PROJECT" section is missing. Error: The required property, "PHONE", in the "PROJECT" section is missing. Error: The required property, "STUDY_TITLE", in the "STUDY" section is missing. Error: The required property, "STUDY_SUMMARY", in the "STUDY" section is missing. Error: The required property, "INSTITUTE", in the "STUDY" section is missing. Error: The required property, "LAST_NAME", in the "STUDY" section is missing. Error: The required property, "FIRST_NAME", in the "STUDY" section is missing. Error: The required property, "ADDRESS", in the "STUDY" section is missing. Error: The required property, "EMAIL", in the "STUDY" section is missing. Error: The required property, "PHONE", in the "STUDY" section is missing. Error: The required property, "SUBJECT_TYPE", in the "SUBJECT" section is missing. Error: The required property, "SUBJECT_SPECIES", in the "SUBJECT" section is missing. Error: The value, "{}", in the "SUBJECT_SAMPLE_FACTORS" section is not of type "array". Error: The required property, "COLLECTION_SUMMARY", in the "COLLECTION" section is missing. Error: The required property, "TREATMENT_SUMMARY", in the "TREATMENT" section is missing. Error: The required property, "SAMPLEPREP_SUMMARY", in the "SAMPLEPREP" section is missing. Error: The required property, "ANALYSIS_TYPE", in the "ANALYSIS" section is missing. Error: The required property, "CHROMATOGRAPHY_TYPE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "INSTRUMENT_NAME", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "COLUMN_NAME", in the "CHROMATOGRAPHY" section is missing. 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. Error: The factors in the METABOLITE_DATA section and SUBJECT_SAMPLE_FACTORS section do not match. Error: SUBJECT_SAMPLE_FACTORS section missing sample ID(s). The following IDs were found in the MS_METABOLITE_DATA section but not in the SUBJECT_SAMPLE_FACTORS: "KD_11" "KD_12" "KD_13" "KD_21" "KD_22" "KD_23" "KD_24" "KD_25" "SD_1" "SD_16" "SD_17" "SD_18" "SD_19" "SD_2" "SD_20" "SD_3" "SD_4" Warning: The "ri" column at position 7 in the 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 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. Warning: The "pubchem_id" column at position 2 in the METABOLITES table has all null values. Warning: The "inchi_key" column at position 3 in the METABOLITES table has all null values. Warning: The "kegg_id" column at position 4 in the METABOLITES table has all null values. Warning: The "other_id" column at position 5 in the METABOLITES table has all null values. Warning: The "other_id_type" column at position 6 in the METABOLITES table has all null values. Warning: The "ri" column at position 7 in the METABOLITES table has all null values. Warning: The "ri_type" column at position 8 in the METABOLITES table has all null values. Warning: The "moverz_quant" column at position 9 in the METABOLITES table has all null values.