CHRM5 and type 2 diabetes mellitus: CHRM5 rs7162140 and NPY2R rs1047214 were linked to T2D, MOD, and SIRD, while CHRNA7 rs3826029 and PTEN rs2735343 were associated with T2D and SIRD.