Validation Log 2025-12-15 03:19:44.711945 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN006906/mwtab/json Study ID: ST004161 Analysis ID: AN006906 File format: json Status: Contains Validation Issues Number of Issues: 14 Number of Warnings: 10 Number of Value Errors: 14 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value 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 in ["SUBJECT"]["WEIGHT_OR_WEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['g', 'mg', 'kg', 'lbs']. Ignore this when more complicated descriptions are required. Error: The value in ["SUBJECT"]["HEIGHT_OR_HEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['cm', 'in']. Ignore this when more complicated descriptions are required. Error: An empty value or a null value was detected in ["TREATMENT"]["TREATMENT_SUMMARY"]. A legitimate value should be provided for this required key. Warning: The "Exact mass" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "mass". 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 "Plasma MS Compounds" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "compound". 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 "REFMET_ID" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet". 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 "REFMET_ID" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "refmet", 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 RM0047891 1 RM0162041 2 RM0156409 3 RM0156067 4 RM0028125 5 RM0138952 6 RM0030166 7 RM0030628 8 RM0139553 9 RM0040741 10 RM0138920 11 RM0153208 12 RM0053117 13 RM0156087 14 RM0128522 15 RM0135880 16 RM0135879 17 RM0139552 18 RM0033028 19 RM0136067 20 RM0156410 21 RM0156417 22 RM0154009 23 RM0041817 24 RM0135870 25 RM0136100 26 RM0135898 27 RM0136154 28 RM0153225 29 RM0135907 30 RM0135963 31 RM0135871 32 RM0135724 33 RM0135905 34 RM0021629 35 RM0135869 36 RM0041307 37 RM0136810 38 RM0135953 39 RM0150157 40 RM0032992 41 RM0135874 42 RM0008606 43 RM0135868 44 RM0138946 45 RM0135791 46 RM0028739 47 RM0040469 48 RM0135876 49 RM0028430 50 RM0157972 51 RM0129784 52 RM0137513 53 RM0135906 54 RM0138922 55 RM0050550 56 RM0136342 57 RM0042978 58 RM0131870 59 RM0135883 60 RM0138924 61 RM0046981 62 RM0161012 63 RM0040238 64 RM0138943 65 RM0135886 66 RM0049636 67 RM0161368 68 RM0135893 69 RM0012560 70 RM0153962 71 RM0110472 72 RM0135888 73 RM0033601 74 RM0018303 75 RM0156423 76 RM0042526 77 RM0129894 78 RM0135972 79 RM0138931 80 RM0136837 81 RM0128618 82 RM0136027 83 RM0136178 84 RM0009104 85 RM0135985 86 RM0135908 87 RM0134975 88 RM0154016 89 RM0134971 90 RM0136379 91 RM0132226 92 RM0135903 93 RM0161726 94 RM0050489 95 RM0109596 96 RM0136278 97 RM0135910 98 RM0009124 99 RM0132228 100 RM0136214 101 RM0136156 102 RM0133217 103 RM0157850 104 RM0029599 105 RM0009959 106 RM0156450 107 RM0135913 108 RM0108640 109 RM0135912 110 RM0135897 111 RM0009827 112 RM0007522 113 RM0132196 114 RM0135981 115 RM0135899 116 RM0139715 117 RM0136099 118 RM0135924 119 RM0042985 120 RM0118412 121 RM0135919 122 RM0138941 123 RM0136025 124 RM0136008 125 RM0135925 126 RM0031733 127 RM0136259 128 RM0032433 129 RM0050344 130 RM0012952 131 RM0041813 132 RM0033343 133 RM0154186 134 RM0118223 135 RM0136238 136 RM0159435 137 RM0135917 138 RM0159438 139 RM0135900 140 RM0135922 141 RM0136017 142 RM0136020 143 RM0156066 144 RM0049799 145 RM0136024 146 RM0135807 147 RM0135896 148 RM0118478 149 RM0135929 150 RM0135933 151 RM0136018 152 RM0135433 Warning: The "Super class" column at position 7 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Main class" column at position 8 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Sub class" column at position 9 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "class". 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 "Pubchem CID" column at position 10 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_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 ID" column at position 3 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 "LM_ID" column at position 13 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.