The Dhcr24 gene is one of the major target genes that is associated with Alzheimer’s disease and type 2 diabetes through regulating cholesterol levels in the brain [29], and it is also associated with lipid metabolism as a new causal biomarker of type 2 diabetes risk [30]. The gene discussed is DHCR24; the disease is type 2 diabetes mellitus.