The investigation should also focus on hormonal analysis, particularly examining follicle-stimulating hormone (FSH) and luteinizing hormone (LH) responses to fast food intake and BMI, to understand their impact on PCOS better. The gene discussed is BRD2; the disease is polycystic ovary syndrome.