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A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations
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 Thera...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5797543/ https://www.ncbi.nlm.nih.gov/pubmed/29441070 http://dx.doi.org/10.3389/fimmu.2018.00099 |
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author | Toor, Jugmohit S. Rao, Arjun A. McShan, Andrew C. Yarmarkovich, Mark Nerli, Santrupti Yamaguchi, Karissa Madejska, Ada A. Nguyen, Son Tripathi, Sarvind Maris, John M. Salama, Sofie R. Haussler, David Sgourakis, Nikolaos G. |
author_facet | Toor, Jugmohit S. Rao, Arjun A. McShan, Andrew C. Yarmarkovich, Mark Nerli, Santrupti Yamaguchi, Karissa Madejska, Ada A. Nguyen, Son Tripathi, Sarvind Maris, John M. Salama, Sofie R. Haussler, David Sgourakis, Nikolaos G. |
author_sort | Toor, Jugmohit S. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5797543 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-57975432018-02-13 A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations Toor, Jugmohit S. Rao, Arjun A. McShan, Andrew C. Yarmarkovich, Mark Nerli, Santrupti Yamaguchi, Karissa Madejska, Ada A. Nguyen, Son Tripathi, Sarvind Maris, John M. Salama, Sofie R. Haussler, David Sgourakis, Nikolaos G. Front Immunol Immunology 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. Frontiers Media S.A. 2018-01-30 /pmc/articles/PMC5797543/ /pubmed/29441070 http://dx.doi.org/10.3389/fimmu.2018.00099 Text en Copyright © 2018 Toor, Rao, McShan, Yarmarkovich, Nerli, Yamaguchi, Madejska, Nguyen, Tripathi, Maris, Salama, Haussler and Sgourakis. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Toor, Jugmohit S. Rao, Arjun A. McShan, Andrew C. Yarmarkovich, Mark Nerli, Santrupti Yamaguchi, Karissa Madejska, Ada A. Nguyen, Son Tripathi, Sarvind Maris, John M. Salama, Sofie R. Haussler, David Sgourakis, Nikolaos G. A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title | A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title_full | A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title_fullStr | A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title_full_unstemmed | A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title_short | A Recurrent Mutation in Anaplastic Lymphoma Kinase with Distinct Neoepitope Conformations |
title_sort | recurrent mutation in anaplastic lymphoma kinase with distinct neoepitope conformations |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5797543/ https://www.ncbi.nlm.nih.gov/pubmed/29441070 http://dx.doi.org/10.3389/fimmu.2018.00099 |
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