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TWAS pipeline

This pipeline performs transcriptome-wide association analysis using PTWAS software.

Required inputs

Required inputs are:

  • gwas_summary_stats: GWAS single-SNP z-scores in a bgzipped vcf file.

  • ld_reference_panel: consists of a set of vcf files used for computing LD information. Default = 1000 Genomes project (phase 3 version 5).

Optional inputs

  • eqtl_weights: used by PTWAS scan procedure to construct composite IVs, also known as the eQTL weights for burden test. Pre-computed weights file from 49 tissues in the GTEx project are used by default.

Resources

http://sashagusev.github.io/2017-10/twas-vulnerabilities.html