We conclude that there are a limited number of genetic factors, including but not limited to Gimap4 and Gimap5, that are related to the increase in IgE levels, insulitis, infiltration of CD3+ and ED1+ cells, and beta cell loss prior to diabetes onset in congenic sBBM Gimap5-DP rats. Here, IGHE is linked to diabetes mellitus.