We detected 55 DW SNPs and 36 co-located genes within 20 kb (e.g., UBR1, PNPLA8, and CTNAP2), which have significant implications for development of obesity and or obesity-related diseases, as shown in additional file 2. The gene discussed is PNPLA8; the disease is Obesity.