In a study that first reported on the kidney function of a general population, CX3CR1 rs3732379 SNP was associated with atherosclerosis of the coronary artery [31], SHROOM3 rs17319721 and PIP5K1B rs4744712 were associated with kidney disease [29,32]. This evidence concerns the gene SHROOM3 and kidney disorder.