Validation Log 2025-12-15 00:27:21.116596 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003577/mwtab/txt Study ID: ST002184 Analysis ID: AN003577 File format: txt Status: Contains Validation Issues Number of Issues: 16 Number of Warnings: 9 Number of Value Errors: 9 Number of Consistency Errors: 1 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: The "KEGG/ CHEMSPIDER ID" column at position 4 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 "KEGG/ CHEMSPIDER ID" column at position 4 in the METABOLITES table, matches a standard column name, "kegg_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 38 CSID8602997 39 CSID28639177 40 CSID4932274 41 CSID30776711 45 CSID67171980 46 CSID65322859 47 CSID28639182 48 CSID28639186 49 CSID4932275 50 CSID21403150 52 CSID4952667 55 CSID28639199 56 CSID28639210 74 CSID28639166 75 CSID28540388 76 CSID17353685 77 CSID34448634 79 CSID3246938 117 CSID19712034 124 CSID71382 142 CSID9840 150 CSID5379125 151 CSID149672 152 CSID124103 158 CSID17216150 160 CSID90090 165 CSID158492 172 CSID58744 180 CSID4446588 204 CSID8439019 211 CSID 214 CSID17216022 Warning: The "HMDB ID" column at position 2 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 "KEGG/ CHEMSPIDER ID" column at position 4 in the METABOLITES table, matches a standard column name, "chemspider_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/ CHEMSPIDER ID" column at position 4 in the METABOLITES table, matches a standard column name, "chemspider_id", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 211 CSID Warning: The "CAS" column at position 5 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 "CAS" column at position 5 in the METABOLITES table, matches a standard column name, "cas_number", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 211 22826 Warning: The column, "KEGG/ CHEMSPIDER ID", in the METABOLITES table was matched to multiple standard names, ['kegg_id', 'chemspider_id']. This is a good indication that the values in that column should be split into the appropriate individual columns. Error: Column(s) with no name were found in the METABOLITES table. Warning: The "" 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. Error: The section, METABOLITES, has a mismatch between the number of headers and the number of elements in each line. Either a line(s) has more values than headers or there are too few headers.