Validation Log 2025-12-15 02:13:00.841833 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005428/mwtab/txt Study ID: ST003315 Analysis ID: AN005428 File format: txt Status: Contains Validation Issues Number of Issues: 8 Number of Warnings: 7 Number of Value Errors: 7 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: 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: The "m/z" column at position 3 in the METABOLITES table, matches a standard column name, "moverz_quant". 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 or HMDB ID" column at position 2 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 or 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 or HMDB ID" column at position 2 in the METABOLITES table, matches a standard column name, "hmdb_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: 0 C00152 1 C00049 2 C00025 3 C00491 4 C00364 5 C00214 6 C00015 7 C00294 8 C00262 9 C11821 10 C00366 11 C02354 12 C00906 13 C00847 14 C00009 15 C00013 16 C00031 17 C00118 18 C00022 19 C01432 20 C00208 21 C00392 22 C00121 23 C01684 24 C00158 25 C00940 26 C00042 27 C00149 28 C02630 29 C00620 30 C01879 31 C05526 32 C05422 33 C03738 34 C05283 35 C00101 36 C02352 37 C00160 38 C00437 39 C00864 40 C06336 41 C03451 42 C05635 43 C00093 44 C00346 45 C06124 46 C01120 47 C17714 48 C06423 49 C01571 50 C02679 51 C06424 52 C00249 53 C01530 54 C08322 55 C08362 56 C00712 57 C01595 58 C06427 59 C00219 60 C06429 61 C02678 62 C06428 63 C03242 64 C16513 65 C00486 Warning: The "r.t." column at position 4 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. Warning: The column, "KEGG or HMDB ID", in the METABOLITES table was matched to multiple standard names, ['kegg_id', 'hmdb_id']. This is a good indication that the values in that column should be split into the appropriate individual columns. Warning: The "AG-47" column at position 48 in the MS_METABOLITE_DATA table has all null values.