Given that adiponectin enhances insulin sensitivity by promoting glucose uptake and fatty acid oxidation, its deficiency contributes to hyperinsulinemia, dyslipidemia, and metabolic dysfunction, all of which elevate PCOS symptoms. The gene discussed is INS; the disease is polycystic ovary syndrome.