A Health Issue Brief discussing Personalized Medicine and Genetic Information: Personalized medicine refers to the development of therapies that are customized to work with an individual’s genetic code. Genes influence the efficacy of treatment, especially for diseases like cancer. Providers and drug manufacturers often use an individual’s genetic information to create personalized medicine or in clinical research trials to develop new therapies.