Driver genes are a specific subset of genes that harbor mutations directly contributing to the initiation and progression of cancer. These genes often regulate critical cellular processes such as cell cycle, apoptosis, and DNA repair. Mutations in driver genes give a growth advantage to the cells, leading to uncontrolled proliferation.