TNF and obesity due to melanocortin 4 receptor deficiency: Besides, PQQ also could protect hepatocyte from lipotoxicity and inflammation followed obesity via down-regulating the level of pro-inflammatory cytokines (NLRP3, IL-6, TNF and IL-1β) [21].