The response to cancer treatment can be influenced by multiple factors, including the type and stage of cancer, the patient's overall health, the presence of specific genetic markers, and previous treatment history. For example, certain cancers like breast cancer may respond differently to treatment depending on the presence of hormone receptors or HER2 status.