Rationalizing Enhanced Affinity of Engineered T-Cell Receptors in Cancer Immunotherapy Through Interaction Energy

Mario Frezzini1, Daniele Narzi2

  • 1Department of Information Engineering, Computer Science and Mathematics, University of L'aquila, L'Aquila, Italy.

Proteins
|August 1, 2025
PubMed

Insights

Engineered T cell receptors (TCRs) show promise for cancer immunotherapy. Computational analysis revealed that increased binding affinity in engineered TCRs results from complex molecular interactions, not just single mutations, guiding future therapeutic design.

Area of Science:

  • Immunology
  • Computational Biology
  • Biochemistry

Background:

  • T cell receptor (TCR) engineering is a key advance in cancer immunotherapy, particularly for solid tumors.
  • Challenges remain, including low response rates, off-target toxicity, and the immunosuppressive tumor microenvironment.
  • Understanding TCR-major histocompatibility complex (MHC) interactions is crucial for designing safer and more effective therapies.

Purpose of the Study:

  • To elucidate the molecular basis for a six-fold increase in binding affinity of an engineered TCR (c796) compared to its natural counterpart (c728).
  • To investigate the role of a single mutation in the TCR beta CDR1 region and its impact on TCR-peptide-MHC interactions.
  • To demonstrate the utility of computational methods in guiding rational TCR design for cancer immunotherapy.

Main Methods:

  • Molecular dynamics (MD) simulations.
  • Molecular mechanics with the Poisson-Boltzmann and surface area solvation (MM/PBSA) binding energy calculations.
  • Free Energy Perturbation (FEP) calculations.
  • Residue-specific energy decomposition and correlation analyses.

Main Results:

  • The enhanced binding affinity of the engineered TCR was not solely due to the specific mutation.
  • Affinity enhancement resulted from the dynamic interplay of proximal and distal residues, influenced by allosteric pathways.
  • Computational findings were consistent with experimental data, highlighting the importance of structural flexibility.

Conclusions:

  • TCR-pMHC interactions are complex, involving dynamic allosteric communication.
  • Computational approaches are valuable for dissecting these interactions and guiding the rational design of engineered TCRs.
  • This study provides a framework for developing more efficacious and specific TCR-based cancer immunotherapies.

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