INS and kidney failure: Reduced adiponectin levels promote increased TNFα production, while elevated TNFα levels inhibit adiponectin secretion, creating a feedback loop that worsens insulin resistance and systemic inflammation, ultimately leading to late renal injury resulting in glomerular damage, fibrosis, and eventual kidney failure [68].