Meanwhile, GSVA of cancer hallmark gene sets showed positive correlation with the PI3K-AKT-mTOR pathway, indicating that PODNL1 may involve regulating the switch of downstream pathways to induce pro-tumor effects. Here, PODNL1 is linked to neoplasm.