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Methods for sequence and structural analysis of B and T cell receptor repertoires.

Authors :
Teraguchi S
Saputri DS
Llamas-Covarrubias MA
Davila A
Diez D
Nazlica SA
Rozewicki J
Ismanto HS
Wilamowski J
Xie J
Xu Z
Loza-Lopez MJ
van Eerden FJ
Li S
Standley DM
Source :
Computational and structural biotechnology journal [Comput Struct Biotechnol J] 2020 Jul 17; Vol. 18, pp. 2000-2011. Date of Electronic Publication: 2020 Jul 17 (Print Publication: 2020).
Publication Year :
2020

Abstract

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.<br /> (© 2020 The Author(s).)

Details

Language :
English
ISSN :
2001-0370
Volume :
18
Database :
MEDLINE
Journal :
Computational and structural biotechnology journal
Publication Type :
Academic Journal
Accession number :
32802272
Full Text :
https://doi.org/10.1016/j.csbj.2020.07.008