IGHV allele similarity clustering improves genotype inference from adaptive immune receptor repertoire sequencing data.


Journal

Nucleic acids research
ISSN: 1362-4962
Titre abrégé: Nucleic Acids Res
Pays: England
ID NLM: 0411011

Informations de publication

Date de publication:
08 09 2023
Historique:
accepted: 03 08 2023
revised: 26 06 2023
received: 03 01 2023
medline: 11 9 2023
pubmed: 7 8 2023
entrez: 7 8 2023
Statut: ppublish

Résumé

In adaptive immune receptor repertoire analysis, determining the germline variable (V) allele associated with each T- and B-cell receptor sequence is a crucial step. This process is highly impacted by allele annotations. Aligning sequences, assigning them to specific germline alleles, and inferring individual genotypes are challenging when the repertoire is highly mutated, or sequence reads do not cover the whole V region. Here, we propose an alternative naming scheme for the V alleles, as well as a novel method to infer individual genotypes. We demonstrate the strengths of the two by comparing their outcomes to other genotype inference methods. We validate the genotype approach with independent genomic long-read data. The naming scheme is compatible with current annotation tools and pipelines. Analysis results can be converted from the proposed naming scheme to the nomenclature determined by the International Union of Immunological Societies (IUIS). Both the naming scheme and the genotype procedure are implemented in a freely available R package (PIgLET https://bitbucket.org/yaarilab/piglet). To allow researchers to further explore the approach on real data and to adapt it for their uses, we also created an interactive website (https://yaarilab.github.io/IGHV_reference_book).

Identifiants

pubmed: 37548401
pii: 7238142
doi: 10.1093/nar/gkad603
pmc: PMC10484671
doi:

Substances chimiques

Receptors, Antigen, B-Cell 0
Immunoglobulin Heavy Chains 0

Types de publication

Journal Article Research Support, U.S. Gov't, Non-P.H.S. Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

e86

Informations de copyright

© The Author(s) 2023. Published by Oxford University Press on behalf of Nucleic Acids Research.

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Auteurs

Ayelet Peres (A)

Faculty of Engineering, Bar Ilan University, 5290002 Ramat Gan, Israel.
Bar Ilan Institute of Nanotechnology and Advanced Materials, Bar Ilan University, 5290002 Ramat Gan, Israel.

William D Lees (WD)

Institute of Structural and Molecular Biology, Birkbeck College, University of London, London, WC1E 7JE, UK.

Oscar L Rodriguez (OL)

Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, KY, 40202, USA.

Noah Y Lee (NY)

Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT, 06511, USA.
Department of Pathology, Yale School of Medicine, New Haven, CT, 06520, USA.

Pazit Polak (P)

Faculty of Engineering, Bar Ilan University, 5290002 Ramat Gan, Israel.
Bar Ilan Institute of Nanotechnology and Advanced Materials, Bar Ilan University, 5290002 Ramat Gan, Israel.

Ronen Hope (R)

Faculty of Engineering, Bar Ilan University, 5290002 Ramat Gan, Israel.

Meirav Kedmi (M)

Department of Pathology, Yale School of Medicine, New Haven, CT, 06520, USA.
Division of Hematology and Bone Marrow Transplantation, Chaim Sheba Medical Center, Tel-Hashomer, 5262000, Israel.
Sackler School of Medicine, Tel-Aviv University, Tel-Aviv, 69978, Israel.

Andrew M Collins (AM)

School of Biotechnology and Biomedical Sciences, University of New South Wales, Sydney, NSW 2052, Australia.

Mats Ohlin (M)

Department of Immunotechnology Lund University, Lund, 221 00, Sweden.

Steven H Kleinstein (SH)

Program in Computational Biology & Bioinformatics, Yale University, New Haven, CT, 06511, USA.
Department of Pathology, Yale School of Medicine, New Haven, CT, 06520, USA.

Corey T Watson (CT)

Department of Biochemistry and Molecular Genetics, University of Louisville School of Medicine, Louisville, KY, 40202, USA.

Gur Yaari (G)

Faculty of Engineering, Bar Ilan University, 5290002 Ramat Gan, Israel.
Bar Ilan Institute of Nanotechnology and Advanced Materials, Bar Ilan University, 5290002 Ramat Gan, Israel.

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