Despite its benefits, GM-CSF has some limitations. It may not be effective in all patients, and its use can be associated with significant side effects in certain individuals. Additionally, its role in cancer therapy is often supportive, meaning it is rarely used as a standalone treatment but rather in conjunction with other therapeutic modalities.