Validation Log
2025-12-15 02:31:32.061704
mwtab Python Library Version: 2.0.0
Source:        https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN005783/mwtab/txt
Study ID:      ST003521
Analysis ID:   AN005783
File format:   txt
Status: Contains Validation Issues
Number of Issues: 22

Number of Warnings: 8

Number of Value Errors: 21

Number of Consistency Errors: 0

Number of Format Errors: 1

Issue Log:
Error: The value, "NA", for the subsection, "AGE_OR_AGE_RANGE", in the "SUBJECT" section 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, "NA", for the subsection, "WEIGHT_OR_WEIGHT_RANGE", in the "SUBJECT" section 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, "NA", for the subsection, "HEIGHT_OR_HEIGHT_RANGE", in the "SUBJECT" section 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", for the subsection, "GENDER", in the "SUBJECT" section should be one of "Male", "Female", "Male, Female", "Hermaphrodite", or "N/A". Ignore this when more complicated descriptions are required.
Error: An empty value or a null value was detected for the subsection, "CELL_BIOSOURCE_OR_SUPPLIER", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "CELL_STRAIN_DETAILS", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "SUBJECT_COMMENTS", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "CELL_PRIMARY_IMMORTALIZED", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "CELL_PASSAGE_NUMBER", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "CELL_COUNTS", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: An empty value or a null value was detected for the subsection, "SPECIES_GROUP", in the "SUBJECT" section. Either a legitimate value should be provided for this subsection, or it should be removed altogether.
Error: The value, "0.3 ml/min", for the subsection, "FLOW_RATE", in the "CHROMATOGRAPHY" section 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, "60 bar at starting conditions. 180 bar at %A", for the subsection, "COLUMN_PRESSURE", in the "CHROMATOGRAPHY" section should be a number or range (ex. "5-6") followed by a space with a unit (ex. "5 V") from the following list: ['psi', 'bar']. Ignore this when more complicated descriptions are required.
Error: Unknown or invalid section, "FACTORS".
Warning: The "InchiKEY" column at position 6 in the METABOLITES table, matches a standard column name, "inchi_key". 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 "InchiKEY" column at position 6 in the METABOLITES table, matches a standard column name, "inchi_key", and some of the values in the column do not match the expected type or format for that column. The non-matching values are:
43     0
49     0
53     0
54     0
77     0
96     0
98     0
118    0
127    0
128    0
129    0
130    0
131    0
132    0
133    0
134    0
135    0
136    0
137    0
138    0
142    0
143    0
144    0
145    0
158    0
159    0
160    0
161    0
162    0
163    0
164    0
165    0
176    0
187    0
205    0
302    0
303    0
304    0
305    0
306    0
307    0
309    0
310    0
311    0
312    0
313    0
314    0
315    0
316    0
319    0
343    0
344    0
345    0
346    0
347    0
348    0
349    0
350    0
351    0
352    0
354    0
379    0
381    0
407    0
412    0
422    0
430    0
468    0
472    0
484    0
485    0
486    0
487    0
490    0
491    0
492    0
495    0
Warning: The "KEGGid" column at position 4 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 "KEGGid" column at position 4 in the 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:
7      0
26     0
28     0
29     0
33     0
34     0
35     0
36     0
37     0
39     0
40     0
41     0
43     0
45     0
46     0
47     0
48     0
49     0
53     0
54     0
55     0
62     0
63     0
68     0
69     0
70     0
71     0
77     0
87     0
96     0
98     0
101    0
102    0
111    0
112    0
118    0
119    0
120    0
127    0
128    0
129    0
130    0
131    0
132    0
133    0
134    0
135    0
136    0
137    0
138    0
139    0
140    0
141    0
142    0
143    0
144    0
145    0
158    0
159    0
160    0
161    0
162    0
163    0
164    0
165    0
171    0
176    0
177    0
178    0
180    0
182    0
185    0
186    0
187    0
192    0
193    0
205    0
206    0
215    0
216    0
217    0
224    0
239    0
241    0
248    0
249    0
250    0
251    0
252    0
253    0
254    0
255    0
256    0
258    0
259    0
260    0
261    0
262    0
263    0
264    0
265    0
266    0
267    0
268    0
269    0
270    0
271    0
273    0
274    0
276    0
277    0
278    0
279    0
280    0
281    0
282    0
288    0
302    0
303    0
304    0
305    0
306    0
307    0
309    0
310    0
311    0
312    0
313    0
314    0
315    0
316    0
319    0
320    0
324    0
334    0
343    0
344    0
345    0
346    0
347    0
348    0
349    0
350    0
351    0
352    0
353    0
354    0
355    0
356    0
358    0
359    0
363    0
364    0
370    0
371    0
372    0
377    0
379    0
380    0
381    0
382    0
383    0
390    0
407    0
410    0
411    0
412    0
413    0
416    0
419    0
421    0
422    0
429    0
430    0
441    0
460    0
462    0
463    0
464    0
465    0
466    0
468    0
469    0
470    0
471    0
472    0
477    0
484    0
485    0
486    0
487    0
489    0
490    0
491    0
492    0
493    0
495    0
Warning: The "HMDBID" column at position 7 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 "HMDBID" column at position 7 in the 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:
2      0
3      0
4      0
8      0
19     0
20     0
28     0
31     0
32     0
33     0
34     0
35     0
36     0
37     0
39     0
40     0
41     0
42     0
44     0
45     0
49     0
51     0
52     0
53     0
57     0
58     0
59     0
60     0
65     0
71     0
76     0
77     0
80     0
82     0
83     0
84     0
85     0
86     0
94     0
95     0
96     0
97     0
98     0
99     0
102    0
104    0
106    0
107    0
108    0
109    0
110    0
115    0
116    0
118    0
119    0
120    0
124    0
127    0
128    0
129    0
130    0
131    0
132    0
133    0
134    0
135    0
136    0
137    0
138    0
141    0
142    0
143    0
144    0
145    0
147    0
148    0
155    0
156    0
158    0
159    0
160    0
161    0
162    0
163    0
164    0
165    0
168    0
174    0
175    0
176    0
178    0
179    0
181    0
187    0
200    0
202    0
203    0
204    0
205    0
209    0
215    0
216    0
217    0
220    0
224    0
226    0
227    0
238    0
240    0
242    0
251    0
254    0
255    0
256    0
259    0
260    0
261    0
262    0
263    0
264    0
265    0
268    0
270    0
271    0
272    0
273    0
274    0
276    0
277    0
279    0
280    0
281    0
282    0
289    0
291    0
292    0
302    0
303    0
304    0
305    0
306    0
307    0
308    0
309    0
310    0
311    0
312    0
313    0
314    0
315    0
316    0
319    0
322    0
331    0
332    0
339    0
341    0
342    0
343    0
344    0
345    0
346    0
347    0
348    0
349    0
350    0
351    0
352    0
353    0
354    0
358    0
373    0
374    0
375    0
379    0
381    0
407    0
410    0
411    0
412    0
416    0
418    0
420    0
421    0
422    0
423    0
424    0
425    0
426    0
429    0
430    0
436    0
437    0
440    0
460    0
462    0
463    0
464    0
467    0
472    0
473    0
484    0
485    0
486    0
487    0
489    0
490    0
491    0
492    0
495    0
Warning: The "Lmid" column at position 5 in the METABOLITES table, matches a standard column name, "lm_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 time" column at position 2 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.