Although we also reported that T2D could activate PSCs via TGF-β and IL6 signals (21), the impact of T2D on the diversity of qPSCs related to the CAF subpopulations in the precancerous stage remains unclear. The gene discussed is TGFB1; the disease is type 2 diabetes mellitus.