While family studies provide valuable insights, they have limitations:
Environmental and lifestyle factors can confound the results, making it difficult to isolate genetic causes. Not all cancer-related genes are known, so some genetic risks may be missed. There may be ethical and privacy concerns related to genetic testing and sharing of family health information.