In this study, we identified a novel low-frequency variant associated with type 2 diabetes, rs2891691, which lies between the ORC5 and LHFPL3 genes and showed increased accuracy of imputation and association power when using the TOPMed panel. The gene discussed is ORC5; the disease is type 2 diabetes mellitus.