Genetic predisposition can interact with environmental factors to influence cancer risk. For instance, individuals with genetic mutations in tumor suppressor genes may be more susceptible to the carcinogenic effects of certain chemicals. Personalized medicine approaches are increasingly focusing on these interactions to provide more tailored prevention and treatment strategies.