By conducting a GWAS on the derived PE linear predictor and capitalizing on two case—control samples totaling 467 patients with PE and 1414 patients with DVT, we observed that VTE patients that were homozygotes carriers of the PLXNA4 rs1424597-A allele were at higher risk of PE. The gene discussed is PLXNA4; the disease is deep vein thrombosis.