In terms of cancer treatment, a recent study found that the valepotriate derivatives induce human pancreatic cancer cell apoptosis by inhibiting the PI3K/AKT pathway and activating Noxa signaling [22]. The gene discussed is PMAIP1; the disease is cancer.