In the Kidney Cancer prediction task, our top identified pathways consisted of Hypoxia-Inducible Factor (HIF2), hypoxic response pathway and mammalian target of rapamycin (mTOR) signaling pathway which are validated through existing studies for their association to Kidney cancer (Hanna et al. 2008, Schödel et al. 2016, Chen et al. 2020). Here, MTOR is linked to kidney cancer.