Validation Log
2025-12-15 00:29:51.860140
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN003623/mwtab/json
Study ID:      ST002214
Analysis ID:   AN003623
File format:   json
Status: Contains Validation Issues
Number of Issues: 13

Number of Warnings: 7

Number of Value Errors: 7

Number of Consistency Errors: 0

Number of Format Errors: 5

Issue Log:
Error: The value, "50-90 yrs", 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 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 "mz" column at position 3 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 "KEGG or HMDB ID" column at position 2 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 or HMDB ID" column at position 2 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:
77        ac107
78    HMDB00791
Warning: The "KEGG or HMDB ID" 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 "KEGG or HMDB ID" column at position 2 in the ["MS_METABOLITE_DATA"]["Metabolites"] table, matches a standard column name, "hmdb_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     C00041
1     C00062
2     C00049
3     C00097
4     C00025
5     C00064
6     C00135
7     C00123
8     C00047
9     C00073
10    C00079
11    C00148
12    C00065
13    C00188
14    C00078
15    C00082
16    C00183
17    C00020
18    C00212
19    C00147
20    C00144
21    C00387
22    C00242
23    C00055
24    C00475
25    C00380
26    C00214
27    C00105
28    C00106
29    C00130
30    C00294
31    C00262
32    C00385
33    C00499
34    C00250
35    C00153
36    C00003
37    C00004
38    C00121
39    C01684
40    C02630
41    C00279
42    C00051
43    C01879
44    C05695
45    C15767
46    C15699
47    C02532
48    C00021
49    C01602
50    C01672
51    C00134
52    C00315
53    C00750
54    C03410
55    C02305
56    C00300
57    C00864
58    C00506
59    C00637
60    C00331
61    C08480
62    C00977
63    C00328
64    C02700
65    C10164
66    C03453
67    C02220
68    C05830
69    C00093
70    C00346
71    C01996
72    C00114
73    C00318
74    C02571
75    C03017
76    C20826
77     ac107
Warning: The "r.t." column at position 4 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 column, "KEGG or HMDB ID", in the ["MS_METABOLITE_DATA"]["Metabolites"] table was matched to multiple standard names, ['kegg_id', 'hmdb_id']. This is a good indication that the values in that column should be split into the appropriate individual columns.