Among the 31 genes, B3GALT4, NR1I2, MAATS1, PRDM5, LOC100737319 and AHR are functionally associated with metabolic diseases including hyperlipidemia, hypertension, and atherosclerosis28–32. This evidence concerns the gene B3GALT4 and Other metabolic disease.