Among the pro-inflammatory cytokines, TNF-α emerged as a central player in the inflammatory response in T2DM patients, consistent with its established role in promoting insulin resistance and contributing to diabetic complications such as nephropathy, neuropathy, and retinopathy (47–49). Here, TNF is linked to Insulin resistance.