TNF and Cachexia: Notably, serum levels of TNF-α and IL-6, the pro-inflammatory cytokines most commonly implicated in cancer cachexia [31] did not correlate with the degree of weight loss or predict the occurrence of cachexia at the diagnosis of PC in this study.