TNF and Obesity: Hence, obesity-associated increases in CCL2 and CCL5 levels, together with an increase in estrogen and pro-inflammatory mediators such as leptin, IL-6, IL-1β, and TNF-α could facilitate MDSC accumulation (85–87).