β-sitosterol, identified as a core bioactive compound, significantly suppresses the proliferation and migration of bladder cancer cells and induces apoptosis by modulating the BCL-2/Bax/Caspase-3 axis. Here, BAX is linked to urinary bladder carcinoma.