Peripheral blood RNA sequencing results of patients and carriers suggest that WFS1 may affect immune-related pathways and the transcriptional expression of HLA-DRB1 may be related to the pathogenesis of diabetes. Here, HLA-DRB1 is linked to diabetes mellitus.