The hypocaloric low glycemic index (LGI) diet contributed to healthy weight loss, improved SHBG, and decreased homeostatic model assessment of insulin resistance (HOMA-IR) in people with and without PCOS. The gene discussed is SHBG; the disease is Insulin resistance.