TNF and Cachexia: A comprehensive review of clinical factors associated with cachexia [38] showed little evidence for the association between serum TNF-α and weight loss in cancer, while several studies report an association of plasma IL-6 but not TNF-α with cachexia-associated wasting rather than cancer per se.