To capture the regulatory regions of each gene, we defined gene intervals as a region spanning 500 kb upstream of the gene’s start position and 50 kb downstream of its end position. We used HapMap Project Phase 3 SNPs as regression SNPs and 1000 Genomes Project SNPs of EA samples as reference SNPs. We downloaded all SNPs from the LDSC resource website.