TNF and Cachexia: The cachexia-associated subcluster was enriched for signalling pathways (IL-17, TNF, p53, NF-κB, FoxO, adipocytokines, NOD-like receptor, MAPK and JAK-STAT) implicated in satellite cell dysfunction in cancer cachexia.