A murine model demonstrated significantly reduced severity of insulitis and delayed diabetes progression, associated with a reduction of spontaneous diabetes incidence in transgenic mice with the upregulation of PD-L1 (65). This evidence concerns the gene CD274 and diabetes mellitus.