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Updated: Sep 2, 2026

A Nonviral Approach to Generate Transient Chimeric Antigen Receptor T Cells Using mRNA for Cancer Immunotherapy
Published on: February 21, 2025
Integrating AI, RNA Vaccines, and CAR-T Cells for Personalized Treatment
Diala Haykal1, Brigitte Dréno2
1Centre Médical Laser Palaiseau, Palaiseau, France.
Abstract:
Oncology is undergoing a profound transformation driven by the convergence of artificial intelligence (AI), RNA-based vaccines, and chimeric antigen receptor T-cell (CAR-T) therapies. Individually, these technologies have advanced cancer diagnosis, treatment, and patient stratification. AI-driven approaches enhance drug discovery, optimize clinical trial design, and enable personalized therapeutic decision-making. RNA vaccines provide a flexible platform for encoding tumor-specific neoantigens, while CAR-T therapies enable targeted immune-mediated tumor cell elimination. Early-phase clinical trials, particularly those combining RNA vaccines with immune checkpoint inhibitors, have demonstrated promising improvements in recurrence-free survival (RFS) and immunogenicity. However, evidence supporting direct combinations of RNA vaccines and CAR-T therapies remains largely preclinical or limited to early-phase investigation and should therefore be interpreted with caution. This review explores how AI facilitates neoantigen discovery, RNA vaccine optimization, and CAR-T cell engineering, and examines the emerging interplay between these modalities. While their integration represents a compelling framework for personalized oncology, significant challenges remain, including clinical validation, scalability, regulatory oversight, and equitable access.
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