The roles of MAP4K4, IL-6+ Th17 cells, and visceral fat accumulation in non-obese T2D need to be further verified or clarified using clinical samples from more countries with different ethnic groups. The gene discussed is MAP4K4; the disease is type 2 diabetes mellitus.