Among the 49 T2D-associated protein signatures observed in the PONCH cohorts at 10-year follow-up, 18 proteins were significantly changed in Liu et al. T2D cohorts, including SHBG, APOD, and C3 (Figure 5B and Supplemental Figure 8B). Here, SHBG is linked to type 2 diabetes mellitus.