In this Original Investigation from JAMA, the authors attempt to discover how the landscape of cancer incidences and deaths will change in the next two decades. The findings suggest marked changes in the landscape of cancer incidence and deaths by 2040, emphasizing the importance of cancer screening, early detection, and prevention to guide research, health care, and health policy efforts.