Validation Log 2025-12-14 23:12:45.802829 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002298/mwtab/json Study ID: ST001378 Analysis ID: AN002298 File format: json Status: Contains Validation Issues Number of Issues: 68 Number of Warnings: 63 Number of Value Errors: 63 Number of Consistency Errors: 0 Number of Format Errors: 5 Issue Log: Error: The required property, "FLOW_GRADIENT", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "FLOW_RATE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "COLUMN_TEMPERATURE", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_A", in ["CHROMATOGRAPHY"] is missing. Error: The required property, "SOLVENT_B", in ["CHROMATOGRAPHY"] is missing. Warning: The "M/Z" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "moverz_quant". 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 2 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 "RT" column at position 3 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 "TOPD_01" column at position 110 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_02" column at position 111 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_03" column at position 112 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_04" column at position 113 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_05" column at position 114 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_06" column at position 115 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_07" column at position 116 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_08" column at position 117 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_09" column at position 118 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_10" column at position 119 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_11" column at position 120 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_12" column at position 121 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_13" column at position 122 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_14" column at position 123 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_15" column at position 124 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_16" column at position 125 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_17" column at position 126 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_18" column at position 127 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_19" column at position 128 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_20" column at position 129 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_21" column at position 130 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_22" column at position 131 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_23" column at position 132 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_24" column at position 133 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_25" column at position 134 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_26" column at position 135 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_27" column at position 136 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_28" column at position 137 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_29" column at position 138 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_30" column at position 139 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_31" column at position 140 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_32" column at position 141 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_33" column at position 142 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_34" column at position 143 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_35" column at position 144 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_36" column at position 145 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_37" column at position 146 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_38" column at position 147 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_39" column at position 148 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_40" column at position 149 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_41" column at position 150 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_42" column at position 151 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_43" column at position 152 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_44" column at position 153 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_45" column at position 154 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_46" column at position 155 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_47" column at position 156 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_48" column at position 157 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_49" column at position 158 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_50" column at position 159 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_51" column at position 160 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_52" column at position 161 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_53" column at position 162 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_54" column at position 163 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_55" column at position 164 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_56" column at position 165 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_57" column at position 166 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_58" column at position 167 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_59" column at position 168 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values. Warning: The "TOPD_60" column at position 169 in the ["MS_METABOLITE_DATA"]["Data"] table has all null values.