Validation Log 2026-02-22 08:08:02.808204 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007729/mwtab/json Study ID: ST004593 Analysis ID: AN007729 File format: json Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 11 Number of Value Errors: 14 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "8-10 weeks old", in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "0.3ml/min", in ["CHROMATOGRAPHY"]["FLOW_RATE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "40", in ["CHROMATOGRAPHY"]["COLUMN_TEMPERATURE"] 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 "OriginalName" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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 "OGName" column at position 14 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "name". 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" column at position 11 in the ["MS_METABOLITE_DATA"]["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 "HMDB" column at position 10 in the ["MS_METABOLITE_DATA"]["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 "Lipidmaps" column at position 16 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "lm_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 "Chebi" column at position 13 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_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 "Chebi" column at position 13 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "chebi_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: 1 chebiId:34146 3 chebiId:15698 4 chebiId:1157 5 chebiId:15793 8 chebiId:27596 13 chebiId:34496 14 chebiId:34499 15 chebiId:15960;chebiId:57589 16 chebiId:15355 17 chebiId:15678 18 chebiId:16586;chebiId:32396 19 chebiId:15816;chebiId:16467 21 chebiId:29073;chebiId:38290 23 chebiId:17750;chebiId:16414 24 chebiId:30813 25 chebiId:30776 26 chebiId:28837 27 chebiId:16347;chebiId:3424;chebiId:11060 36 chebiId:17490 43 chebiId:28867 48 chebiId:18102 50 chebiId:15727 51 chebiId:15354 52 chebiId:18132 53 chebiId:16737 54 chebiId:17755;chebiId:17482 55 chebiId:17561;chebiId:16375 56 chebiId:16283 57 chebiId:17562 58 chebiId:17929 59 chebiId:17724 60 chebiId:28792 61 chebiId:4676 62 chebiId:545687 64 chebiId:32425 65 chebiId:16238 66 chebiId:17621 72 chebiId:33198 73 chebiId:33830;chebiId:47954;chebiId:12952;cheb... 74 chebiId:16856 75 chebiId:16870 76 chebiId:17201 77 chebiId:16750 78 chebiId:80550 79 chebiId:45571 86 chebiId:30805 88 chebiId:17351 92 chebiId:27781 94 chebiId:17533;chebiId:44337 95 chebiId:17008 96 chebiId:29025 97 chebiId:35704;chebiId:17752 98 chebiId:15846 99 chebiId:17154 100 chebiId:29019 101 chebiId:18357 102 chebiId:16196;chebiId:27997 104 chebiId:17858 105 chebiId:28716 120 chebiId:17287 121 chebiId:15811 122 chebiId:35280 123 chebiId:17015 124 chebiId:15694 125 chebiId:37550 126 chebiId:25629;chebiId:28842 129 chebiId:17748 130 chebiId:18123 131 chebiId:17311 133 chebiId:16695 136 chebiId:16704 Warning: The "RT" column at position 4 in the ["MS_METABOLITE_DATA"]["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 "Method" column at position 17 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "ms_method". 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 "Lipidmaps" column at position 16 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values. Warning: The "myQC_Sum_Height>0" column at position 21 in the ["MS_METABOLITE_DATA"]["Metabolites"] table may have incorrect values. 90% or more of the values are the same, but 10% or less are different.