High TNF-α has also been linked to poor chemotherapy response in some observations: patients with elevated TNF-α were more likely to have chemoresistant disease, possibly due to TNF-induced survival pathways and anti-apoptotic proteins in tumor cells. This evidence concerns the gene TNF and neoplasm.