In the context of cancer, gene amplification often leads to the overexpression of oncogenes. Oncogenes are genes that, when overexpressed or mutated, can promote uncontrolled cell division and tumor growth. Common examples of oncogenes that are frequently amplified in cancer include HER2, MYC, and EGFR.