Validation Log 2025-12-14 23:38:25.393943 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002803/mwtab/txt Study ID: ST001720 Analysis ID: AN002803 File format: txt Status: Contains Validation Issues Number of Issues: 15 Number of Warnings: 9 Number of Value Errors: 9 Number of Consistency Errors: 0 Number of Format Errors: 6 Issue Log: Error: The required property, "FLOW_GRADIENT", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "FLOW_RATE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "COLUMN_TEMPERATURE", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_A", in the "CHROMATOGRAPHY" section is missing. Error: The required property, "SOLVENT_B", in the "CHROMATOGRAPHY" section is missing. Warning: The "Monoisotopic 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 "Formula" column at position 3 in the METABOLITES table, matches a standard column name, "formula", and some of the values in the column do not match the expected type or format for that column. The non-matching values are: 10 C7 H7 N O4 15 C7 H7 N O3 17 C8 H7 N O4 S 19 C7 H11 N O3 23 C5 H5 N O 26 C8 H7 N O 27 C5 H9 N O3 29 C8 H9 N O4 31 C9 H13 N O2 32 C10 H9 N O3 37 C9 H7 N O 49 C6 H11 N O4 55 C5 H11 N O2 59 C5 H13 N O 73 C17 H33 N O4 75 C18 H38 N O5 P 79 C4 H9 N O2 80 C4 H9 N O2 82 C7 H13 N O2 83 C8 H17 N O2 93 C9 H15 N O3 96 C4 H9 N O2 99 C21 H44 N O7 P 100 C2 H5 N O2 101 C26 H43 N O6 103 C26 H43 N O5 106 C7 H11 N O2 108 [13]C4 H7 [15]N O4 110 [13]C5 H9 [15]N O4 113 [13]C5 H11 [15]N O2 S 114 C2 [13]C4 H9 N O5 116 [13]C9 H11 [15]N O2 117 [13]C5 H9 [15]N O2 118 [13]C3 H7 [15]N O3 119 [13]C2 H7 N O3 S 120 [13]C4 H9 [15]N O3 121 [13]C9 H11 [15]N O3 122 C7 [13]C2 H11 N O3 123 [13]C5 H11 [15]N O2 125 C16 H33 N O 126 C13 H25 N O4 127 C9 H9 N O3 131 C10 H9 N O2 132 C11 H11 N O3 133 C11 H9 N O3 137 C9 H17 N O4 138 C3 H7 N O2 142 C4 H7 N O4 143 C7 H15 N O3 144 C3 H7 N O5 S2 147 C5 H9 N O4 151 C6 H13 N O2 154 C6 H13 N O2 156 C5 H11 N O2 S 157 C9 H11 N O2 158 C5 H9 N O2 159 C3 H7 N O3 160 C4 H9 N O3 162 C9 H11 N O3 163 C5 H11 N O2 166 C5 H11 N O3 S 167 C11 H11 N O2 168 C4 H9 N O2 S 172 C8 H9 N O2 176 C7 H11 N O5 177 C5 H9 N O3 178 C6 H9 N O5 180 C8 H9 N O 183 C18 H35 N O 192 C9 H17 N O5 196 C6 H11 N O2 197 C17 H19 N O3 198 C10 H19 N O4 199 C10 H15 N O 201 C8 H11 N O3 202 C5 H7 N O3 204 C7 H5 N O4 206 C3 H7 N O2 214 C2 H7 N O3 S 215 C26 H45 N O6 S 219 C7 H7 N O2 220 C3 H9 N O Warning: The "Pubchem ID" column at position 10 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. Warning: The "KEGG ID" column at position 9 in the METABOLITES table, matches a standard column name, "kegg_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 accession" column at position 6 in the 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 "Chemspider ID" column at position 8 in the METABOLITES table, matches a standard column name, "chemspider_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 "CAS Number" column at position 7 in the METABOLITES table, matches a standard column name, "cas_number". 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 "mzCloud ID" column at position 11 in the METABOLITES table, matches a standard column name, "mzcloud_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 "Retention times [min]" column at position 5 in the 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. Error: The "Polarity" column in the METABOLITES table indicates multiple polarities in a single analysis, and this should not be. A single mwTab file is supposed to be restricted to a single analysis. This means multiple MS runs under different settings should each be in their own file.