Senescence acts as a tumor suppressor by halting the proliferation of potential cancer cells. This is primarily mediated through the activation of key tumor suppressor pathways, such as the p53 and retinoblastoma (RB) pathways. When cells encounter oncogenic stress, these pathways trigger senescence, thereby preventing the outgrowth of cells that might otherwise form tumors.