In this study, we utilized scRNA-seq to investigate gene expression changes in CD4+ T cells early during the development of type 1 diabetes analysing longitudinal samples from a prospective cohort of early progressors who developed the disease before the age of 5 years. Here, CD4 is linked to type 1 diabetes mellitus.