A SNP in ELOVL3 showed potential association with both type 2 diabetes, fasting plasma glucose and waist circumference while two SNPs in ACP1 and SLC27A4 were selected from analyses of obesity, BMI and waist circumference (ESM Table 8). This evidence concerns the gene SLC27A4 and type 2 diabetes mellitus.