For example, TMEM258, a gene for adipose tissue regulation, was not identified by any previous GWAS studies for type 2 diabetes and obesity, but was one of the novel pleiotropic candidate genes for type 2 diabetes, obesity and dyslipidemia identified in this study. Here, TMEM258 is linked to type 2 diabetes mellitus.