TNF and Obesity: Moreover, the association between carnitine and obesity may also involve pathways of oxidative stress (e.g., inhibition of NF-κB expression) and chronic low-grade inflammation (e.g., decreased levels of IL-6, TNF-α, and CRP), which are hallmarks of obesity [34].