The most significantly enriched pathways associated with incident kidney cancer included cytokine receptor interaction, regulation of extracellular matrix constituent secretion, the MAPK signaling pathway, the tumor necrosis factor (TNF) signaling pathway, and Type III Interferon-Mediated Signaling Pathway (Fig. 2c). Here, TNF is linked to kidney cancer.