By tailoring dietary plans to individual needs, prioritizing complex carbohydrates, and promoting collaborative efforts, the approach aims not only to mitigate the challenges posed by CKD-related insulin dysfunction but also to foster a holistic improvement in metabolic outcomes and overall health. This evidence concerns the gene INS and chronic kidney disease.