The targeted genes, PLIN3, EDEM2, SURF4, and LGALS9, with mutations/variations have led to metabolic diseases, bovine osteoporosis, mastitis resistance and bovine respiratory disease, respectively. This evidence concerns the gene SURF4 and Other metabolic disease.