In 1960 Capecchi came to MIT as a graduate student to study physics and mathematics, but he soon became interested in molecular biology. He moved to Harvard to join the laboratory of James D. Watson, co-discoverer of the shape of DNA. Capecchi received his PhD in biophysics in 1967 from Harvard University.