Tumor suppressor genes are crucial components of the cell's regulatory machinery. They prevent uncontrolled cell growth by inhibiting cell division, repairing DNA damage, and initiating apoptosis (programmed cell death). Key tumor suppressor genes include TP53, RB1, and BRCA1. Mutations or deletions in these genes can lead to loss of function, allowing cells to proliferate uncontrollably.