TNF and Obesity: In obesity, pro-inflammatory adipokines such as tumor necrosis factor (TNF) and interleukin-6 (IL-6) are upregulated in adipose tissue, triggering chronic low-grade inflammation that impairs systemic metabolic regulation (59, 60).