The study by Liu and collaborators confirmed these observations: LONP1 was significantly downregulated in PCOS models, resulting in elevated CYP11A1 levels and enhanced androgen biosynthesis [105]. The gene discussed is LONP1; the disease is polycystic ovary syndrome.