Our study reveals disparities compared to previous findings, notably an absence of association, which was also observed in a significant meta-analysis, between IL-6, TNF-alpha levels, and atherosclerotic CVD in women with PCOS [40]. The gene discussed is TNF; the disease is polycystic ovary syndrome.