The eight significant SNPs identified in Model 1 are located in five genes (Fig 2)—LRP8, CAPN13, MITF, SGCD and MLL3—previously implicated in BP variation or cardiovascular disease. This evidence concerns the gene CAPN13 and cardiovascular disorder.