Moreover, after intervention, CCL2 levels were found to be not only highly and positively correlated with MetS components BMI, HOMA, and the proinflammatory factor sensitive C-reactive protein (sCRP) but also negatively correlated with hypogonadism indexes (testosterone and hypogonadism score). Here, CCL2 is linked to metabolic syndrome.