However, the new RCTs [17–20] showed that omega-3 fatty acid had a beneficial effect on serum adiponectin levels, insulin resistance, serum lipid levels and so on in PCOS patients, which is contrary to the result of the previous meta-analysis [16]. The gene discussed is ADIPOQ; the disease is polycystic ovary syndrome.