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Structural and physical features that distinguish tumor-controlling from inactive cancer neoepitopes
Jean M Custodio1, Cory M Ayres1, Tatiana J Rosales1
1Department of Chemistry and Biochemistry and the Harper Cancer Research Institute, University of Notre Dame, Notre Dame, IN 46556.
Abstract:
Neoepitopes arising from amino acid substitutions due to single nucleotide polymorphisms are targets of T cell immune responses to cancer and are of significant interest in the development of cancer vaccines. However, understanding the characteristics of rare protective neoepitopes that truly control tumor growth has been a challenge, due to their scarcity as well as the challenge of verifying true, neoepitope-dependent tumor control in humans. Taking advantage of recent work in mouse models that circumvented these challenges, here, we compared the structural and physical properties of neoepitopes that range from fully protective to immunologically inactive. As neoepitopes are derived from self-peptides that can induce immune tolerance, we studied not only how the various neoepitopes differ from each other but also from their wild-type counterparts. We identified multiple features associated with protection, including features that describe how neoepitopes differ from self as well as features associated with recognition by diverse T cell receptor repertoires. We demonstrate both the promise and limitations of neoepitope structural analysis and predictive modeling and illustrate important aspects that can be incorporated into neoepitope prediction pipelines.
Insights
Researchers identified key features of protective cancer neoepitopes, crucial for developing effective cancer vaccines. Understanding these neoepitope characteristics aids in targeting T cell responses for tumor control.
Area of Science:
- Immunology
- Oncology
- Vaccinology
Background:
- Neoepitopes from single nucleotide polymorphism-driven amino acid substitutions are T cell targets in cancer.
- Developing cancer vaccines requires understanding rare, protective neoepitopes that control tumor growth.
- Challenges include neoepitope scarcity and verifying human tumor control.
Purpose of the Study:
- To compare structural and physical properties of neoepitopes with varying protective capacities.
- To investigate differences between neoepitopes and their wild-type counterparts, considering immune tolerance.
- To identify features associated with neoepitope protection and T cell receptor recognition.
Main Methods:
- Utilized mouse models to overcome challenges in studying neoepitopes.
- Compared structural and physical properties of protective versus inactive neoepitopes.
- Analyzed differences from self-peptides and wild-type counterparts.
Main Results:
- Identified multiple features linked to neoepitope-mediated protection.
- Characterized features describing neoepitope divergence from self.
- Found features associated with recognition by diverse T cell receptor repertoires.
Conclusions:
- Neoepitope structural analysis shows promise and limitations for predictive modeling.
- Incorporating identified features can improve neoepitope prediction pipelines for cancer vaccines.
- Understanding neoepitope properties is vital for advancing cancer immunotherapy.
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