Validation Log 2026-02-22 08:08:21.169893 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007734/mwtab/json Study ID: ST004594 Analysis ID: AN007734 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: 3 chebiId:15698 4 chebiId:1157 6 chebiId:15793 10 chebiId:27596 13 chebiId:15887 16 chebiId:15960;chebiId:57589 17 chebiId:15355 18 chebiId:17172;chebiId:16335 20 chebiId:28918 21 chebiId:16586;chebiId:32396 22 chebiId:18323 23 chebiId:15843 24 chebiId:15816;chebiId:16467 25 chebiId:29073;chebiId:38290 27 chebiId:23858;chebiId:28941 28 chebiId:17750;chebiId:16414 29 chebiId:16347;chebiId:3424;chebiId:11060 45 chebiId:28867 50 chebiId:18102 52 chebiId:15727 53 chebiId:15354 54 chebiId:18132 55 chebiId:16737 56 chebiId:16283 57 chebiId:17562 59 chebiId:17929 60 chebiId:17724 61 chebiId:75117 62 chebiId:28125 63 chebiId:76319 64 chebiId:53488 65 chebiId:80549 66 chebiId:4676 67 chebiId:545687 69 chebiId:28364 70 chebiId:53460 72 chebiId:17620 77 chebiId:33198 78 chebiId:33830;chebiId:47954;chebiId:12952;cheb... 80 chebiId:16856 81 chebiId:16870 82 chebiId:17201 83 chebiId:16750 84 chebiId:76235 85 chebiId:45571 87 chebiId:73722 89 chebiId:15699 90 chebiId:545959 93 chebiId:16881 96 chebiId:17282;chebiId:24813 99 chebiId:30805 101 chebiId:27432 103 chebiId:16899 106 chebiId:28875;chebiId:30807 107 chebiId:16953;chebiId:21547 108 chebiId:17533;chebiId:44337 109 chebiId:17008 110 chebiId:29025 111 chebiId:35704;chebiId:17752 112 chebiId:73688 113 chebiId:17154 114 chebiId:39246 115 chebiId:37527 116 chebiId:29019 118 chebiId:17858 139 chebiId:42504 142 chebiId:17287 143 chebiId:35280 144 chebiId:16675 145 chebiId:17015 146 chebiId:16680 147 chebiId:37550 148 chebiId:32389 150 chebiId:15891 151 chebiId:17311 154 chebiId:16695 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.