Literature DB >> 31741011

An overview of immunoinformatics approaches and databases linking T cell receptor repertoires to their antigen specificity.

Ivan V Zvyagin1,2, Vasily O Tsvetkov2, Dmitry M Chudakov1,2,3, Mikhail Shugay4,5,6.   

Abstract

Recent advances in molecular and bioinformatic methods have greatly improved our ability to study the formation of an adaptive immune response towards foreign pathogens, self-antigens, and cancer neoantigens. T cell receptors (TCR) are the key players in this process that recognize peptides presented by major histocompatibility complex (MHC). Owing to the huge diversity of both TCR sequence variants and peptides they recognize, accumulation and complex analysis of large amounts of TCR-antigen specificity data is required for understanding the structure and features of adaptive immune responses towards pathogens, vaccines, cancer, as well as autoimmune responses. In the present review, we summarize recent efforts on gathering and interpreting TCR-antigen specificity data and outline the critical role of tighter integration with other immunoinformatics data sources that include epitope MHC restriction, TCR repertoire structure models, and TCR/peptide/MHC structural data. We suggest that such integration can lead to the ability to accurately annotate individual TCR repertoires, efficiently estimate epitope and neoantigen immunogenicity, and ultimately, in silico identify TCRs specific to yet unstudied antigens and predict self-peptides related to autoimmunity.

Entities:  

Keywords:  Antigen specificity; Epitope; Immune repertoire sequencing; MHC; T cell receptor

Mesh:

Substances:

Year:  2019        PMID: 31741011     DOI: 10.1007/s00251-019-01139-4

Source DB:  PubMed          Journal:  Immunogenetics        ISSN: 0093-7711            Impact factor:   2.846


  61 in total

1.  Unbiased identification of target antigens of CD8+ T cells with combinatorial libraries coding for short peptides.

Authors:  Katherina Siewert; Joachim Malotka; Naoto Kawakami; Hartmut Wekerle; Reinhard Hohlfeld; Klaus Dornmair
Journal:  Nat Med       Date:  2012-05       Impact factor: 53.440

Review 2.  Flow-cytometric analysis of rare antigen-specific T cells.

Authors:  Petra Bacher; Alexander Scheffold
Journal:  Cytometry A       Date:  2013-06-20       Impact factor: 4.355

3.  Distinctive properties of identical twins' TCR repertoires revealed by high-throughput sequencing.

Authors:  Ivan V Zvyagin; Mikhail V Pogorelyy; Marina E Ivanova; Ekaterina A Komech; Mikhail Shugay; Dmitry A Bolotin; Andrey A Shelenkov; Alexey A Kurnosov; Dmitriy B Staroverov; Dmitriy M Chudakov; Yuri B Lebedev; Ilgar Z Mamedov
Journal:  Proc Natl Acad Sci U S A       Date:  2014-04-07       Impact factor: 11.205

4.  Phenotypic analysis of antigen-specific T lymphocytes.

Authors:  J D Altman; P A Moss; P J Goulder; D H Barouch; M G McHeyzer-Williams; J I Bell; A J McMichael; M M Davis
Journal:  Science       Date:  1996-10-04       Impact factor: 47.728

5.  DynaDom: structure-based prediction of T cell receptor inter-domain and T cell receptor-peptide-MHC (class I) association angles.

Authors:  Thomas Hoffmann; Antoine Marion; Iris Antes
Journal:  BMC Struct Biol       Date:  2017-02-02

6.  TCRmodel: high resolution modeling of T cell receptors from sequence.

Authors:  Ragul Gowthaman; Brian G Pierce
Journal:  Nucleic Acids Res       Date:  2018-07-02       Impact factor: 16.971

7.  Detecting T cell receptors involved in immune responses from single repertoire snapshots.

Authors:  Mikhail V Pogorelyy; Anastasia A Minervina; Mikhail Shugay; Dmitriy M Chudakov; Yuri B Lebedev; Thierry Mora; Aleksandra M Walczak
Journal:  PLoS Biol       Date:  2019-06-13       Impact factor: 8.029

8.  OLGA: fast computation of generation probabilities of B- and T-cell receptor amino acid sequences and motifs.

Authors:  Zachary Sethna; Yuval Elhanati; Curtis G Callan; Aleksandra M Walczak; Thierry Mora
Journal:  Bioinformatics       Date:  2019-09-01       Impact factor: 6.937

9.  Antigen Identification for Orphan T Cell Receptors Expressed on Tumor-Infiltrating Lymphocytes.

Authors:  Marvin H Gee; Arnold Han; Shane M Lofgren; John F Beausang; Juan L Mendoza; Michael E Birnbaum; Michael T Bethune; Suzanne Fischer; Xinbo Yang; Raquel Gomez-Eerland; David B Bingham; Leah V Sibener; Ricardo A Fernandes; Andrew Velasco; David Baltimore; Ton N Schumacher; Purvesh Khatri; Stephen R Quake; Mark M Davis; K Christopher Garcia
Journal:  Cell       Date:  2017-12-21       Impact factor: 41.582

10.  Multiplex Identification of Antigen-Specific T Cell Receptors Using a Combination of Immune Assays and Immune Receptor Sequencing.

Authors:  Mark Klinger; Francois Pepin; Jen Wilkins; Thomas Asbury; Tobias Wittkop; Jianbiao Zheng; Martin Moorhead; Malek Faham
Journal:  PLoS One       Date:  2015-10-28       Impact factor: 3.240

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  10 in total

1.  Immunogenetics special issue 2020: nomenclature, databases, and bioinformatics in immunogenetics.

Authors:  Can Kesmir; Ronald Bontrop
Journal:  Immunogenetics       Date:  2020-02       Impact factor: 2.846

Review 2.  Immune Literacy: Reading, Writing, and Editing Adaptive Immunity.

Authors:  Lucia Csepregi; Roy A Ehling; Bastian Wagner; Sai T Reddy
Journal:  iScience       Date:  2020-09-01

3.  Biological controls for standardization and interpretation of adaptive immune receptor repertoire profiling.

Authors:  Johannes Trück; Anne Eugster; Pierre Barennes; Magnolia Bostick; Encarnita Mariotti-Ferrandiz; Christopher M Tipton; Eline T Luning Prak; Davide Bagnara; Cinque Soto; Jacob S Sherkow; Aimee S Payne; Marie-Paule Lefranc; Andrew Farmer
Journal:  Elife       Date:  2021-05-26       Impact factor: 8.140

4.  Single-cell characterization of leukemic and non-leukemic immune repertoires in CD8+ T-cell large granular lymphocytic leukemia.

Authors:  Jani Huuhtanen; Dipabarna Bhattacharya; Tapio Lönnberg; Matti Kankainen; Cassandra Kerr; Jason Theodoropoulos; Hanna Rajala; Carmelo Gurnari; Tiina Kasanen; Till Braun; Antonella Teramo; Renato Zambello; Marco Herling; Fumihiro Ishida; Toru Kawakami; Marko Salmi; Thomas Loughran; Jaroslaw P Maciejewski; Harri Lähdesmäki; Tiina Kelkka; Satu Mustjoki
Journal:  Nat Commun       Date:  2022-04-11       Impact factor: 17.694

Review 5.  Machine Learning Approaches to TCR Repertoire Analysis.

Authors:  Yotaro Katayama; Ryo Yokota; Taishin Akiyama; Tetsuya J Kobayashi
Journal:  Front Immunol       Date:  2022-07-15       Impact factor: 8.786

6.  Dracocephalum heterophyllum (DH) Exhibits Potent Anti-Proliferative Effects on Autoreactive CD4+ T Cells and Ameliorates the Development of Experimental Autoimmune Uveitis.

Authors:  Jiang Bian; Ke Wang; Qilan Wang; Pu Wang; Ting Wang; Weiyun Shi; Qingguo Ruan
Journal:  Front Immunol       Date:  2020-10-08       Impact factor: 7.561

7.  Predicting antigen specificity of single T cells based on TCR CDR3 regions.

Authors:  David S Fischer; Yihan Wu; Benjamin Schubert; Fabian J Theis
Journal:  Mol Syst Biol       Date:  2020-08       Impact factor: 11.429

8.  HLA binding of self-peptides is biased towards proteins with specific molecular functions.

Authors:  Vadim Karnaukhov; Wayne Paes; Isaac B Woodhouse; Thomas Partridge; Annalisa Nicastri; Simon Brackenridge; Dmitrii Scherbinin; Dmitry M Chudakov; Ivan V Zvyagin; Nicola Ternette; Hashem Koohy; Persephone Borrow; Mikhail Shugay
Journal:  bioRxiv       Date:  2021-02-17

9.  Immunopathogenic CSF TCR repertoire signatures in virus-associated neurologic disease.

Authors:  Satoshi Nozuma; Yoshimi Enose-Akahata; Kory R Johnson; Maria Chiara Monaco; Nyater Ngouth; Abdel Elkahloun; Joan Ohayon; Jun Zhu; Steven Jacobson
Journal:  JCI Insight       Date:  2021-02-22

Review 10.  A Bioinformatics-Assisted Review on Iron Metabolism and Immune System to Identify Potential Biomarkers of Exercise Stress-Induced Immunosuppression.

Authors:  Diego A Bonilla; Yurany Moreno; Jorge L Petro; Diego A Forero; Salvador Vargas-Molina; Adrián Odriozola-Martínez; Carlos A Orozco; Jeffrey R Stout; Eric S Rawson; Richard B Kreider
Journal:  Biomedicines       Date:  2022-03-21
  10 in total

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