The strongest negative correlation between CRP and Free Testosterone (-0.82) observed in this study further underscores the role of inflammation in the pathophysiology of hypogonadism, suggesting that chronic low-grade inflammation associated with obesity is a significant factor in reducing testosterone levels [28]. This evidence concerns the gene CRP and hypogonadism.