TNF and cancer: It was also observed that individuals from subtype 2 were enriched in various cancer-related pathways including the JAK-Stat signaling pathway, TNF signaling pathway, and NF-kB signaling pathway indicating the worst survivability of subtype 2 compared to subtype 1.