Validation Log 2026-05-03 08:05:45.056182 mwtab Python Library Version: 2.1.1 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN008055/mwtab/txt Study ID: ST004763 Analysis ID: AN008055 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, "+3600 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 RM0153915 1 RM0135507 2 RM0135509 3 RM0135485 4 RM0135486 5 RM0123335 6 RM0028901 7 RM0060557 8 RM0118566 9 RM0134197 10 RM0121227 11 RM0121228 13 RM0185054 16 RM0185127 17 RM0185195 25 RM0185265 27 RM0174616 30 RM0134083 31 RM0134475 32 RM0134475 33 RM0134475 34 RM0042845 35 RM0048598 36 RM0134493 37 RM0134455 38 RM0134455 43 RM0171226 44 RM0135046 45 RM0135046 46 RM0135046 47 RM0000437 48 RM0000437 49 RM0000437 50 RM0090134 51 RM0090134 52 RM0090134 53 RM0090134 54 RM0090134 55 RM0104110 56 RM0134944 57 RM0134944 58 RM0171088 59 RM0171088 60 RM0171088 61 RM0181337 62 RM0134946 63 RM0134946 64 RM0134946 65 RM0181341 66 RM0025459 67 RM0134906 68 RM0090089 69 RM0090089 70 RM0134841 71 RM0134841 72 RM0011317 73 RM0011317 74 RM0134891 75 RM0134891 76 RM0134891 77 RM0134891 78 RM0134843 79 RM0134901 80 RM0026241 81 RM0097853 82 RM0134818 83 RM0134818 84 RM0134818 85 RM0010754 86 RM0010761 87 RM0134821 88 RM0171049 89 RM0134865 90 RM0134880 91 RM0134900 92 RM0000649 93 RM0000649 94 RM0134845 95 RM0134845 96 RM0134844 97 RM0134820 98 RM0134820 99 RM0010755 100 RM0010755 101 RM0134823 102 RM0097851 103 RM0097851 104 RM0181833 105 RM0171051 106 RM0171051 107 RM0098366 108 RM0098366 109 RM0098366 110 RM0134817 111 RM0134817 112 RM0171053 113 RM0000567 114 RM0000569 115 RM0090187 116 RM0180371 117 RM0138805 118 RM0052166 119 RM0134858 120 RM0017335 121 RM0017335 122 RM0052186 123 RM0052186 124 RM0052219 125 RM0052210 126 RM0162130 127 RM0052194 128 RM0052196 129 RM0052197 130 RM0052198 131 RM0052199 132 RM0052200 133 RM0134803 134 RM0104542 135 RM0001255 136 RM0134782 137 RM0104542 138 RM0134729 139 RM0182992 140 RM0183027 141 RM0008809 142 RM0008829 143 RM0017415 144 RM0134765 145 RM0092661 146 RM0017454 147 RM0134767 148 RM0092655 149 RM0092660 150 RM0134783 151 RM0008718 152 RM0008718 153 RM0055418 154 RM0097814 155 RM0183508 156 RM0012147 157 RM0019578 158 RM0134537 159 RM0027240 160 RM0134537 161 RM0184085 162 RM0162512 163 RM0134528 164 RM0047509 165 RM0105646 166 RM0105646 167 RM0057413 168 RM0058263 170 RM0134153 171 RM0134099 172 RM0134099 173 RM0134099 174 RM0134100 175 RM0134157 176 RM0134157 177 RM0134107 178 RM0186384 179 RM0162339 181 RM0135377 182 RM0135377 183 RM0135377 184 RM0135428 185 RM0135443 186 RM0135443 187 RM0002291 189 RM0122191 190 RM0137055 191 RM0137055 192 RM0135025 193 RM0134320 194 RM0134321 195 RM0112573 196 RM0134322 197 RM0134340 198 RM0112841 199 RM0115978 200 RM0003461 201 RM0026558 202 RM0113224 203 RM0016715 206 RM0177968 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.