Li, Wang, Zhang, and colleagues detail groundbreaking progress in understanding tumor-derived exosomes, focusing on their roles in cancer pathogenesis, diagnosis, and treatment. This comprehensive overview highlights exosomes' function as intercellular messengers influencing tumor microenvironments and immune responses. Insights from exosome research provide promising avenues for biomarker development and novel therapeutic approaches, reflecting a transformative shift in oncology research.