PCOS metabolic types of patients generally present with more severe clinical and biochemical manifestations such as higher hyperinsulinemia prevalence, elevated fasting insulin and IR, dyslipidemia with elevated triglyceride and LDL levels, menstrual irregularities, and hyperandrogenic symptoms like hirsutism and acne. The gene discussed is INS; the disease is Hyperinsulinemia.