At-risk populations include individuals with a family history of cancer, those who have inherited specific genetic mutations (such as BRCA1 and BRCA2), and people exposed to environmental carcinogens (like tobacco smoke or asbestos). Additionally, certain lifestyle factors, such as a high-fat diet, sedentary behavior, and excessive alcohol consumption, can increase the likelihood of developing cancer.