 She divorced her first husband and in 1986, married Matthew Meselson.In the 1980s, Guillemin became interested in the misuse of biomedical science by government weapons programs.She involved herself in two of her husband's investigations of alleged violations of international arms control agreements by the Soviet Union which involved germ weapons.