However, pro-oxidant drugs such as the biguanide compounds metformin and phenformin, that induce oxidative stress-mediated cancer cell apoptosis (Zhao et al., 2019), attenuate PD-L1 expression via the Hippo signaling pathway in colorectal cancer and melanoma (Zhang et al., 2019). The gene discussed is CD274; the disease is melanoma.