GWAS results format

The GWAS analysis produces the following types of files:

Summary statistics

The summary statistics are bgzipped, tabix-indexed tab separated files (.tsv). They contain the summary statistics of the GWAS analysis. The columns are the following:

Column

Description

#chrom

chromosome

pos

chromosomal position (in base pairs)

ref

reference allele

alt

alternate allele

rsids

rsIDs related to this variant

nearest_genes

nearest genes

pval

analysis p-value

mlogp

-log10(p-value)

beta

effect size of alternate allele

sebeta

standard error of effect size

af_alt

allele frequency for the alternate allele

af_alt_cases

alternate allele frequency in cases

af_alt_controls

alternate allele frequency in controls

Variant annotations and info score

The GWAS analysis is ran regardless of INFO score, and results are released into pheweb. The INFO < 0.6 is filtered out prior to certain subsequent analyses, e.g. fine-mapping. The released summary stat files contain all variants regardless of INFO score. The variant annotation file with INFO scores and other annotations can be found from the green library, e.g. for R9 gs://finngen-production-library-green/finngen_R9/finngen_R9_analysis_data/annotations/R9_annotated_variants_rsid_enrichment.gz

Plots

The plots produced include three types of plots: a manhattan plot of the GWAS, a manhattan plot with a log^2-scaled y-axis, and a qqplot of the GWAS.

Read more about GWAS analysis. See more information about What are QQ and Manhattan plots.

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