Tumor suppressor genes are crucial in regulating cell growth and ensuring that cells with damaged DNA do not divide. Mutations in these genes can lead to a loss of function, allowing cells with genetic damage to proliferate uncontrollably. Examples of tumor suppressor genes include TP53, RB1, and BRCA1/BRCA2.