Semen samples from 272 male donors confirmed a correlation between obesity, sperm quality, and pro-inflammatory cytokine levels, showing elevated IL-6 and TNF-α in the semen of obese men, along with reduced sperm concentration and motility [102]. This evidence concerns the gene TNF and obesity due to melanocortin 4 receptor deficiency.