Usage examples - Heroico/MetaXcanWebApp GitHub Wiki
Metaxcan Web Application needs users to enter information concerning the format of the GWAS input files.
Here are some examples of how to describe them, based on some common GWAS data.
Bear in mind that MetaXcan needs to figure out the Z-score of GWAS betas; so, it would need a p-value and either of the following: beta, beta sign, or odd ratio.
assoc
files
Plink These GWAS files are gzip compressed and have a header and look similar to:
SNP A1 A2 FRQ INFO BETA SE P
rs940550 C T 0.1522 0.9890 2985.6704 2857.8777 0.299
rs6650104 A G 0.0000 0.0000 NA NA NA
...
...
In order for MetaXcan to be able to parse the file, a user needs to specify BETA columns and P columns.
Parameter | Value | explanation |
---|---|---|
P-Value Column Name | P |
|
Beta Column Name | BETA |
|
SNP Column Name | SNP |
Default UI value |
Other Allele Column Name | A1 |
Default UI value |
Effect Allele Column Name | A2 |
Default UI Value |
Files Are GZip Compressed | Checked | |
Column Separator | Any Whitespace |
MAGIC consortium.
Suppose that a user has a GWAS set of gzipped files like Magic Consortium's.
snp effect_allele other_allele maf effect stderr pvalue
rs10 a c .123 1.23e-03 1.23e-02 .9999
....
Then, a user would have to set:
Parameter | Value | explanation |
---|---|---|
P-Value Column Name | pvalue |
|
Beta Column Name | effect |
|
SNP Column Name | snp |
|
Other Allele Column Name | other_allele |
|
Effect Allele Column Name | effect_allele |
|
Files Are Gzip Compressed | Checked | |
Column Separator | Any Whitespace |
Example CSV
Suppose now that a user has plain CSV files with the following information:
OrigSNPname,Chromosome,Position,Effect,Baseline,OR,SE,pvalue
rs58108140,1,10583,A,G,0.96099,0.08405,0.5265
...
Then, to parse the files, the following would have to be set:
Parameter | Value | explanation |
---|---|---|
P-Value Column Name | pvalue |
|
Odd Ratio Column Name | OR |
|
SNP Column Name | OrigSNPName |
|
Other Allele Column Name | Baseline |
|
Effect Allele Column Name | Effect |
|
Files Are Gzip Compressed | Unchecked | |
Column Separator | Comma |