Finally, we conducted knockout experiments targeting the HIF-1α, ATF4 and the programmed cell death 6 interacting protein (PDCD6IP) gene, which encodes the Alix protein, to investigate their roles in tramadol-induced cell death in breast cancer cells. Here, ATF4 is linked to breast cancer.