Gene-environment interaction studies are crucial because they help in the identification of high-risk populations, enabling targeted interventions. They also contribute to the understanding of disease mechanisms and the development of personalized medicine. For example, knowing that a specific gene variant increases the risk of lung cancer in smokers can lead to more effective smoking cessation programs for those individuals.