Personalized neoantigen cancer vaccines: Why clinical benefit remains inconsistent.
A critical review identifies structural barriers limiting consistent clinical benefit in personalized neoantigen vaccines, including limited predictive accuracy of selection pipelines and prolonged manufacturing timelines that allow tumor evolution. The authors argue that AI serves as an incremental optimizer rather than a transformative solution, emphasizing the need to address immunosuppressive microenvironments and validate biomarkers for patient stratification.