Family history plays a significant role in assessing genetic risk factors. A detailed family history, including the types of cancer diagnosed and the ages at diagnosis, can help identify patterns that may suggest a hereditary cancer syndrome. This information can be critical for determining the need for genetic testing and for developing personalized screening plans.