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Methods for sequence and structural analysis of B and T cell receptor repertoires
B cell receptors (BCRs) and T cell receptors (TCRs) make up an essential network of defense molecules that, collectively, can distinguish self from non-self and facilitate destruction of antigen-bearing cells such as pathogens or tumors. The analysis of BCR and TCR repertoires plays an important rol...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Research Network of Computational and Structural Biotechnology
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7366105/ https://www.ncbi.nlm.nih.gov/pubmed/32802272 http://dx.doi.org/10.1016/j.csbj.2020.07.008 |
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author | Teraguchi, Shunsuke Saputri, Dianita S. Llamas-Covarrubias, Mara Anais Davila, Ana Diez, Diego Nazlica, Sedat Aybars Rozewicki, John Ismanto, Hendra S. Wilamowski, Jan Xie, Jiaqi Xu, Zichang Loza-Lopez, Martin de Jesus van Eerden, Floris J. Li, Songling Standley, Daron M. |
author_facet | Teraguchi, Shunsuke Saputri, Dianita S. Llamas-Covarrubias, Mara Anais Davila, Ana Diez, Diego Nazlica, Sedat Aybars Rozewicki, John Ismanto, Hendra S. Wilamowski, Jan Xie, Jiaqi Xu, Zichang Loza-Lopez, Martin de Jesus van Eerden, Floris J. Li, Songling Standley, Daron M. |
author_sort | Teraguchi, Shunsuke |
collection | PubMed |
description | B cell receptors (BCRs) and T cell receptors (TCRs) make up an essential network of defense molecules that, collectively, can distinguish self from non-self and facilitate destruction of antigen-bearing cells such as pathogens or tumors. The analysis of BCR and TCR repertoires plays an important role in both basic immunology as well as in biotechnology. Because the repertoires are highly diverse, specialized software methods are needed to extract meaningful information from BCR and TCR sequence data. Here, we review recent developments in bioinformatics tools for analysis of BCR and TCR repertoires, with an emphasis on those that incorporate structural features. After describing the recent sequencing technologies for immune receptor repertoires, we survey structural modeling methods for BCR and TCRs, along with methods for clustering such models. We review downstream analyses, including BCR and TCR epitope prediction, antibody-antigen docking and TCR-peptide-MHC Modeling. We also briefly discuss molecular dynamics in this context. |
format | Online Article Text |
id | pubmed-7366105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
spelling | pubmed-73661052020-07-17 Methods for sequence and structural analysis of B and T cell receptor repertoires Teraguchi, Shunsuke Saputri, Dianita S. Llamas-Covarrubias, Mara Anais Davila, Ana Diez, Diego Nazlica, Sedat Aybars Rozewicki, John Ismanto, Hendra S. Wilamowski, Jan Xie, Jiaqi Xu, Zichang Loza-Lopez, Martin de Jesus van Eerden, Floris J. Li, Songling Standley, Daron M. Comput Struct Biotechnol J Review Article B cell receptors (BCRs) and T cell receptors (TCRs) make up an essential network of defense molecules that, collectively, can distinguish self from non-self and facilitate destruction of antigen-bearing cells such as pathogens or tumors. The analysis of BCR and TCR repertoires plays an important role in both basic immunology as well as in biotechnology. Because the repertoires are highly diverse, specialized software methods are needed to extract meaningful information from BCR and TCR sequence data. Here, we review recent developments in bioinformatics tools for analysis of BCR and TCR repertoires, with an emphasis on those that incorporate structural features. After describing the recent sequencing technologies for immune receptor repertoires, we survey structural modeling methods for BCR and TCRs, along with methods for clustering such models. We review downstream analyses, including BCR and TCR epitope prediction, antibody-antigen docking and TCR-peptide-MHC Modeling. We also briefly discuss molecular dynamics in this context. Research Network of Computational and Structural Biotechnology 2020-07-17 /pmc/articles/PMC7366105/ /pubmed/32802272 http://dx.doi.org/10.1016/j.csbj.2020.07.008 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). |
spellingShingle | Review Article Teraguchi, Shunsuke Saputri, Dianita S. Llamas-Covarrubias, Mara Anais Davila, Ana Diez, Diego Nazlica, Sedat Aybars Rozewicki, John Ismanto, Hendra S. Wilamowski, Jan Xie, Jiaqi Xu, Zichang Loza-Lopez, Martin de Jesus van Eerden, Floris J. Li, Songling Standley, Daron M. Methods for sequence and structural analysis of B and T cell receptor repertoires |
title | Methods for sequence and structural analysis of B and T cell receptor repertoires |
title_full | Methods for sequence and structural analysis of B and T cell receptor repertoires |
title_fullStr | Methods for sequence and structural analysis of B and T cell receptor repertoires |
title_full_unstemmed | Methods for sequence and structural analysis of B and T cell receptor repertoires |
title_short | Methods for sequence and structural analysis of B and T cell receptor repertoires |
title_sort | methods for sequence and structural analysis of b and t cell receptor repertoires |
topic | Review Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7366105/ https://www.ncbi.nlm.nih.gov/pubmed/32802272 http://dx.doi.org/10.1016/j.csbj.2020.07.008 |
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