TNF and obesity due to melanocortin 4 receptor deficiency: Of the 607 obesity-associated genes in our study, 120 have been found to be associated with adiposity in previous studies, such as the LEP gene encoding the adipokine leptin and several cytokines of the interleukin and tumor-necrosis-factor alpha families [45, 46].