Validation Log 2026-05-03 08:05:48.511946 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008056/mwtab/txt Study ID: ST004763 Analysis ID: AN008056 File format: txt Status: Contains Validation Issues Number of Issues: 17 Number of Warnings: 8 Number of Value Errors: 17 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "20-49 grams", for the subsection, "WEIGHT_OR_WEIGHT_RANGE", in the "SUBJECT" section 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, "Male and female", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Error: The value, "320°C", for the subsection, "CAPILLARY_TEMPERATURE", in the "MS" 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. Error: The value, "45 liters per min", for the subsection, "DRY_GAS_FLOW", in the "MS" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['L/hr', 'L/min']. Ignore this when more complicated descriptions are required. Error: The value, "320°C", for the subsection, "DRY_GAS_TEMP", in the "MS" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C']. Ignore this when more complicated descriptions are required. Error: The value, "-2500 volts", for the subsection, "ION_SPRAY_VOLTAGE", in the "MS" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['V', 'kV']. Ignore this when more complicated descriptions are required. Error: The value, "250 µL/min", for the subsection, "FLOW_RATE", 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: ['mL/min', 'uL/min', 'μL/min']. Ignore this when more complicated descriptions are required. Error: The value, "50°C", 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. Error: The value, "50°C", for the subsection, "INJECTION_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'] or "room temperature". Ignore this when more complicated descriptions are required. Warning: The "Exact mass" column at position 4 in the 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 "Standardized name" column at position 2 in the 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 "REFMET_ID" column at position 14 in the 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 14 in the 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 RM0135486 6 RM0185227 10 RM0157212 11 RM0153468 12 RM0149943 13 RM0073943 14 RM0149932 15 RM0153483 16 RM0139970 17 RM0139970 18 RM0153573 19 RM0153573 20 RM0072422 21 RM0072422 22 RM0140626 23 RM0140626 24 RM0149933 25 RM0072192 26 RM0153574 27 RM0153574 28 RM0140004 29 RM0139661 30 RM0153575 31 RM0153575 32 RM0137828 33 RM0137828 34 RM0150389 35 RM0150389 36 RM0152034 37 RM0152034 38 RM0152034 39 RM0153576 40 RM0153576 41 RM0072997 42 RM0153577 43 RM0153577 44 RM0139671 45 RM0137845 46 RM0137845 47 RM0137845 48 RM0153578 49 RM0153578 50 RM0153578 51 RM0150166 52 RM0153579 53 RM0153579 54 RM0153579 55 RM0139943 56 RM0153580 57 RM0153580 58 RM0150304 59 RM0152235 60 RM0152235 61 RM0152235 62 RM0137813 63 RM0153581 64 RM0153581 65 RM0153203 66 RM0153203 67 RM0153582 68 RM0153582 69 RM0153230 70 RM0072318 71 RM0153583 72 RM0153584 73 RM0153584 74 RM0153584 75 RM0140127 76 RM0134455 77 RM0134455 78 RM0048683 81 RM0170585 82 RM0170585 84 RM0000437 85 RM0090134 86 RM0090134 87 RM0090134 88 RM0090134 89 RM0104110 90 RM0134944 91 RM0103485 92 RM0090135 93 RM0090135 94 RM0090135 95 RM0090135 96 RM0090135 97 RM0000392 98 RM0181285 99 RM0000437 100 RM0171088 101 RM0171088 102 RM0025141 103 RM0025141 104 RM0025141 105 RM0181343 106 RM0095704 107 RM0095704 108 RM0011528 109 RM0134725 110 RM0134725 111 RM0134803 112 RM0044207 113 RM0134779 114 RM0134757 115 RM0043843 116 RM0001391 117 RM0161596 118 RM0134729 119 RM0182992 120 RM0182704 122 RM0183027 124 RM0054520 125 RM0134799 126 RM0134799 127 RM0008829 128 RM0054694 129 RM0056049 130 RM0055070 131 RM0097814 132 RM0135113 133 RM0056507 134 RM0134537 135 RM0134537 136 RM0027240 137 RM0057263 138 RM0027240 139 RM0056513 140 RM0134659 141 RM0134659 142 RM0134658 143 RM0105646 144 RM0105646 145 RM0105646 146 RM0105646 147 RM0105646 148 RM0057413 149 RM0058263 150 RM0013826 151 RM0120989 152 RM0120989 153 RM0038975 154 RM0119027 Warning: The "Super class" column at position 5 in the 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 6 in the 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 7 in the 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 8 in the 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.