By exploring gene-tissue interactions and signaling pathways like Wnt/β-catenin and PPARγ, the study addresses gaps in understanding the mechanisms linking diet to beta cell failure and systemic insulin resistance. This evidence concerns the gene PPARG and Insulin resistance.