TNF and obesity due to melanocortin 4 receptor deficiency: According to Rakotoarivelo et al. [27] the expression of inflammatory cytokines such as IL-6, TNF-α and IL-1β in AT is highly heterogeneous among obesity-associated diabetes patients, and 30% of obese patients do not express most of these inflammatory cytokines in the AT.