Validation Log 2026-01-11 07:51:00.223388 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN007466/mwtab/json Study ID: ST004459 Analysis ID: AN007466 File format: json Status: Contains Validation Issues Number of Issues: 12 Number of Warnings: 7 Number of Value Errors: 11 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value in ["SUBJECT"]["AGE_OR_AGE_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['weeks', 'days', 'months', 'years']. Ignore this when more complicated descriptions are required. Error: The value, "Not measured in this study", in ["SUBJECT"]["WEIGHT_OR_WEIGHT_RANGE"] 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, "Not measured in this study", in ["SUBJECT"]["HEIGHT_OR_HEIGHT_RANGE"] should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['cm', 'in']. Ignore this when more complicated descriptions are required. Error: The value, "Not applicable", in ["SUBJECT"]["GENDER"] should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required. Warning: The "quantified m/z" column at position 2 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 "PubChem ID" column at position 6 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 "KEGG ID" column at position 5 in the ["MS_METABOLITE_DATA"]["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 "KEGG ID" column at position 5 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "kegg_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: 0 4678529 1 45382232 4 73834427 5 441905 7 21670038 8 3082856 9 14705651 11 5281812 13 73157181 14 1549091 15 15608234 16 13964548 17 14798494 18 176596 24 162642240 25 60793 26 271916 28 4490284 29 71307451 31 496769 33 5280523 37 354445 40 219463 43 91196552 46 81338 48 13935238 49 11454027 50 138392156 56 64860 57 637541 58 10458 59 9338 60 1150 61 151138 62 1738118 63 440080 64 2002 65 15816 66 185848 67 439255 68 89472 69 4788 70 5488186 71 6029 72 545839 73 1057 74 6802 75 5282360 76 6613 77 123912 78 18392195 79 68071 80 5281804 81 6072 82 14132358 83 5280804 84 5283028 86 19309 87 22833654 88 94391 89 3764 90 5280520 92 21859 93 5321980 94 10228095 96 5273621 97 95664 98 6478421 99 168928 100 439202 101 445724 103 99824 104 10457 105 5460407 106 70 107 441696 108 637542 109 3848 110 10690 111 70912 112 74839 113 66789 114 92832 115 126 116 439435 117 12011795 118 12736 119 73659 120 6602431 121 10459 122 92836 123 11163 124 58 125 6251 126 12647 127 10465 128 444266 129 7427 130 1198 131 6999745 132 6508 133 643798 134 5192 135 867 136 5147 137 8215 138 338 139 5960 140 81721 141 6267 142 5789 143 222656 144 12575 145 5634 146 10393 147 443159 149 22833604 150 9862 151 6426709 152 636970 153 13653335 154 150929 155 13401 156 811 157 6919 158 53477693 159 14137704 160 210830 162 52925136 163 594452 165 131753087 166 53394468 167 131751779 169 22297293 170 73082498 171 131751153 172 131751353 173 131753062 174 111064 175 13953341 176 53480921 178 439341 179 85564643 180 9275 181 42607483 182 45359757 183 173117 184 754 185 85402711 186 439376 187 76463850 188 54275943 189 54575349 190 74029760 191 53394492 192 12313053 195 18534704 196 5463238 197 19602252 199 6430878 200 9547100 201 351980 203 13285535 204 85213911 205 52927437 206 13963865 207 14132229 208 10029397 209 440101 211 14396288 215 8485 220 8778 229 5248 287 121232650 409 86289871 438 86289070 527 56926501 598 44202063 614 70698142 622 86289958 627 44575057 672 70698012 704 14019197 711 656630 712 5372142 714 5459227 723 99615 724 7015684 725 8422 726 5488004 727 92829 728 17085 729 3011746 730 73863 731 351795 732 9061 733 445638 734 440936 735 91859160 738 14055602 739 14607007 741 74029762 742 131752626 744 11491941 745 560126 746 11778518 747 85366474 749 131751231 750 73530 751 131752310 753 368379 754 18185507 756 92023814 757 99600203 758 10108584 759 94312 760 22833525 762 131753117 763 6995653 764 14299601 765 15413141 766 131751510 767 131751375 768 49844972 769 23275780 772 66830 773 6992563 774 78171387 775 10668 776 73800244 779 13035680 780 52925129 781 5317465 782 131751183 783 76645041 784 5319901 785 125641 786 131753023 787 53481577 789 53477863 790 53398644 791 17432 792 440349 793 7009553 794 4479101 795 510 796 89295500 797 5576 798 440312 799 16019958 800 440780 801 11023363 802 15607820 803 76043735 804 131753153 805 14211618 807 13988326 808 131752877 809 3085267 810 72761836 811 131751110 812 23427392 814 5463935 815 21850823 816 99719 817 22833557 818 13846551 819 7219 820 85267368 821 101010 823 73170069 824 131751622 825 4483256 826 131752113 827 192236 828 74819135 830 20111767 831 38222 832 14522983 833 131752389 834 219104 836 131750982 838 131752068 840 9942455 841 73800248 842 25171992 843 124222279 844 439752 845 54722180 846 53480919 847 5280394 848 131751706 849 85208222 850 131836336 851 22833389 852 121896 853 3035848 855 11794320 856 102783 857 5283084 858 73746227 859 20848956 860 53569 861 73981662 862 73829990 863 73800249 864 131753024 865 443142 866 131752165 867 352992 868 119182 869 10198171 870 13845892 871 53394243 872 14807364 875 131753017 894 4616 895 445580 896 77692 897 22216313 901 128853 905 3287 906 104143 909 20345 942 86289868 978 56601460 1000 51042628 1021 52951401 1045 54750155 1078 121225504 Warning: The "retention index" column at position 4 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "retention_index". 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 column "retention index" was found in the ["MS_METABOLITE_DATA"]["Metabolites"] table, but this column implies that another column, "retention_index_type", should also exist, and that column was not found. Error: Column(s) with no name were found in the ["MS_METABOLITE_DATA"]["Metabolites"] table. Warning: The "PubChem ID" column at position 6 in the ["MS_METABOLITE_DATA"]["Metabolites"] table has all null values.