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. This evidence concerns the gene INS and metabolic syndrome.