Validation Log 2025-12-14 23:20:53.940400 mwtab Python Library Version: 2.0.0 Source: https://www.metabolomicsworkbench.org/rest/study/analysis_id/AN002434/mwtab/txt Study ID: ST001459 Analysis ID: AN002434 File format: txt Status: Contains Validation Issues Number of Issues: 21 Number of Warnings: 19 Number of Value Errors: 21 Number of Consistency Errors: 0 Number of Format Errors: 0 Issue Log: Error: The value, "000000", for "PROJECT_ID" in the file header must be the letters "PR" followed by 6 numbers. Ex. "PR001405". Error: The value, "15 celsius", for the subsection, "TEMPERATURE", in the "NM" section should be a number followed by a space with a unit (ex. "5 V") from the following list: ['°C', 'C', 'K']. Ignore this when more complicated descriptions are required. Warning: SUBJECT_SAMPLE_FACTORS entry #1 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #2 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #3 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #4 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #5 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #6 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #7 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #8 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #9 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #10 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #11 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #12 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #13 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #14 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: SUBJECT_SAMPLE_FACTORS entry #15 has the following duplicate keys in its Additional sample data: "protocol.id" "protocol.id" "replicate" "protocol.id" Warning: The "base_inchi" column at position 2 in the METABOLITES table, matches a standard column name, "inchi". 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 "isotopic_inchi" column at position 3 in the METABOLITES table, matches a standard column name, "inchi". 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 "representative_inchi" column at position 7 in the METABOLITES table, matches a standard column name, "inchi". 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 "transient_peak%type" column at position 9 in the METABOLITES table, matches a standard column name, "transient_peak_type". 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.