In addition, animal experiments demonstrate that inhibition of PC biosynthesis by a choline-deficient diet or deletion of PE N-methyltransferase improves insulin resistance, fasting glucose levels, and weight gain in mice fed a high-fat diet and may partially support the observed association of GPL with diabetes [19,20,27]. This evidence concerns the gene IL31RA and diabetes mellitus.