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David Baltimore's significant contribution to cancer research lies in his groundbreaking work on the interaction between viruses and genetic material. His discovery of reverse transcriptase, an enzyme that allows RNA viruses to create DNA copies of their genomes, revolutionized our understanding of viral replication and its role in cancer development.