On the other hand, compared with the T2DM group, BPS efficiently reduced the production of TNF-α, MMP-9, and COX-2 in the kidney tissue (Figures 7(c), 7(e), and 7(f) and Table 8). Here, TNF is linked to type 2 diabetes mellitus.