Back to Search Start Over

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

Authors :
Shunsuke Teraguchi
Dianita S. Saputri
Mara Anais Llamas-Covarrubias
Ana Davila
Diego Diez
Sedat Aybars Nazlica
John Rozewicki
Hendra S. Ismanto
Jan Wilamowski
Jiaqi Xie
Zichang Xu
Martin de Jesus Loza-Lopez
Floris J. van Eerden
Songling Li
Daron M. Standley
Source :
Computational and Structural Biotechnology Journal, Vol 18, Iss , Pp 2000-2011 (2020)
Publication Year :
2020
Publisher :
Elsevier, 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.

Details

Language :
English
ISSN :
20010370
Volume :
18
Issue :
2000-2011
Database :
Directory of Open Access Journals
Journal :
Computational and Structural Biotechnology Journal
Publication Type :
Academic Journal
Accession number :
edsdoj.9023388cc0442e936ebfd25aab17a2
Document Type :
article
Full Text :
https://doi.org/10.1016/j.csbj.2020.07.008