The study also measured proinflammatory cytokines and chemokines in the semen, including IL-6, tumor-necrosis-factor (TNF), and CCL2 (MCP-1), and COVID-19 patients had significantly higher levels than the control group. This evidence concerns the gene TNF and COVID-19.