In conclusion, the present study clearly demonstrates that XAF1 expression in pancreatic β-cells via HFD-induced secretion of IFNβ from macrophages promoted β-cell apoptosis, thereby leading to a reduction in insulin secretion and exacerbation of diabetes. Here, XAF1 is linked to diabetes mellitus.