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A Method for Screening and Validation of Resistant Mutations Against Kinase Inhibitors
Published on: December 7, 2014
A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations
Jugmohit S Toor1, Arjun A Rao2, Andrew C McShan1
1Department of Chemistry and Biochemistry, University of California, Santa Cruz, Santa Cruz, CA, United States.
Abstract:
The identification of recurrent human leukocyte antigen (HLA) neoepitopes driving T cell responses against tumors poses a significant bottleneck in the development of approaches for precision cancer therapeutics. Here, we employ a bioinformatics method, Prediction of T Cell Epitopes for Cancer Therapy, to analyze sequencing data from neuroblastoma patients and identify a recurrent anaplastic lymphoma kinase mutation (ALK R1275Q) that leads to two high affinity neoepitopes when expressed in complex with common HLA alleles. Analysis of the X-ray structures of the two peptides bound to HLA-B*15:01 reveals drastically different conformations with measurable changes in the stability of the protein complexes, while the self-epitope is excluded from binding due to steric hindrance in the MHC groove. To evaluate the range of HLA alleles that could display the ALK neoepitopes, we used structure-based Rosetta comparative modeling calculations, which accurately predict several additional high affinity interactions and compare our results with commonly used prediction tools. Subsequent determination of the X-ray structure of an HLA-A*01:01 bound neoepitope validates atomic features seen in our Rosetta models with respect to key residues relevant for MHC stability and T cell receptor recognition. Finally, MHC tetramer staining of peripheral blood mononuclear cells from HLA-matched donors shows that the two neoepitopes are recognized by CD8+ T cells. This work provides a rational approach toward high-throughput identification and further optimization of putative neoantigen/HLA targets with desired recognition features for cancer immunotherapy.
Insights
Researchers identified specific neoepitopes from an anaplastic lymphoma kinase mutation in neuroblastoma. These neoepitopes are recognized by T cells, offering a promising avenue for precision cancer therapeutics.
Area of Science:
- Immunology
- Oncology
- Structural Biology
Background:
- Identifying neoepitopes for T cell activation is crucial for precision cancer therapy.
- Current methods face challenges in predicting recurrent neoepitopes that drive anti-tumor responses.
Purpose of the Study:
- To develop and apply a bioinformatics method for identifying recurrent neoepitopes.
- To characterize the structural and binding properties of identified neoepitopes.
- To validate T cell recognition of these neoepitopes for cancer immunotherapy.
Main Methods:
- Bioinformatics analysis of neuroblastoma patient sequencing data.
- Structure-based Rosetta comparative modeling.
- X-ray crystallography of peptide-MHC complexes.
- MHC tetramer staining of peripheral blood mononuclear cells.
Main Results:
- Identified two high-affinity neoepitopes from an anaplastic lymphoma kinase (ALK) R1275Q mutation.
- Structural analysis revealed distinct conformations and stabilities of neoepitope-HLA complexes.
- Rosetta modeling accurately predicted additional high-affinity interactions.
- Validated CD8+ T cell recognition of the identified neoepitopes in HLA-matched donors.
Conclusions:
- A bioinformatics approach can effectively identify recurrent neoepitopes for cancer immunotherapy.
- Structural insights inform the optimization of neoantigen/HLA targets.
- The identified ALK neoepitopes are recognized by T cells, supporting their therapeutic potential.
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