These changes are linked to hyperglycemia as high-fat diet-induced insulin resistance, which disrupts growth factor signaling (IGF-1, EGF), impairing basal cell proliferation and leading to a flattened epithelial–connective tissue interface. The gene discussed is EGF; the disease is Hyperglycemia.