Understanding lifestyle factors such as smoking, alcohol consumption, diet, physical activity, and occupational exposures is crucial. These factors can not only contribute to the development of cancer but also affect the patient’s ability to tolerate certain treatments. For instance, a history of heavy smoking is a significant risk factor for lung cancer, while excessive alcohol intake is linked to liver and esophageal cancers.