Inflammatory processes in CKD patients are driven by factors such as infections (e.g., periodontal disease), oxidative stress from the buildup of advanced glycation end products, metabolic acidosis, impaired cytokine clearance, insulin resistance, posttranslational modifications of circulating molecules like lipoproteins, and epigenetic influences [8]. Here, INS is linked to chronic kidney disease.