The interaction between genetic, environmental, and lifestyle factors can complicate cancer causality. For instance, individuals with a genetic predisposition to cancer may be more susceptible to environmental carcinogens. Additionally, lifestyle choices can either mitigate or exacerbate genetic risks. Understanding these interactions is crucial for developing personalized cancer prevention strategies.