Validation Log 2026-02-01 07:35:27.367184 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005662/mwtab/json Study ID: ST003446 Analysis ID: AN005662 File format: json Status: Contains Validation Issues Number of Issues: 86 Number of Warnings: 84 Number of Value Errors: 86 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "0.35 min/mL", 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, "55", 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 "Exact mass" column at position 4 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 "Metabolite name" column at position 2 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 "PubChem CID" column at position 5 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 "PubChem CID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "pubchem_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: 16 CCC=CCCC=CC(O)=CC=CC=CC1C(CCCCCC(O)=O)O1 Warning: The "220202_peritonitis-exudate_500ul_sample-E10" column at position 11 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E13" column at position 14 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E14" column at position 15 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E15" column at position 16 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E16" column at position 17 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E17" column at position 18 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E18" column at position 19 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E19" column at position 20 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E20" column at position 21 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E21" column at position 22 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E22" column at position 23 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E23" column at position 24 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E24" column at position 25 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E25" column at position 26 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E26" column at position 27 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E27" column at position 28 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E28" column at position 29 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E29" column at position 30 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E30" column at position 31 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E33" column at position 34 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E49" column at position 50 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E50" column at position 51 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E51" column at position 52 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E52" column at position 53 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E53" column at position 54 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E54" column at position 55 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E55" column at position 56 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E56" column at position 57 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E57" column at position 58 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E58" column at position 59 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E59" column at position 60 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E60" column at position 61 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E61" column at position 62 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E62" column at position 63 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E63" column at position 64 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E64" column at position 65 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E65" column at position 66 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220202_peritonitis-exudate_500ul_sample-E66" column at position 67 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P8" column at position 81 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P13" column at position 86 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P14" column at position 87 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P15" column at position 88 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P16" column at position 89 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P17" column at position 90 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P18" column at position 91 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P19" column at position 92 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P20" column at position 93 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P21" column at position 94 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P22" column at position 95 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P23" column at position 96 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P24" column at position 97 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P25" column at position 98 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P26" column at position 99 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P27" column at position 100 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P28" column at position 101 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P29" column at position 102 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P30" column at position 103 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P48" column at position 121 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P49" column at position 122 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P50" column at position 123 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P51" column at position 124 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P52" column at position 125 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P53" column at position 126 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P54" column at position 127 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P55" column at position 128 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P56" column at position 129 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P57" column at position 130 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P58" column at position 131 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P59" column at position 132 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P60" column at position 133 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P61" column at position 134 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P62" column at position 135 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P63" column at position 136 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P64" column at position 137 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P65" column at position 138 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220204_LW+STP_Peritonitis_sample-P66" column at position 139 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220321_Peritonitis_P18" column at position 147 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220321_Peritonitis_P52" column at position 149 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220321_Peritonitis_P53" column at position 150 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "220321_Peritonitis_E16" column at position 152 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.