Development and application of a next-generation sequencing protocol and bioinformatics pipeline for the comprehensive analysis of the canine immunoglobulin repertoire.


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2022
Historique:
received: 31 12 2021
accepted: 15 06 2022
entrez: 8 7 2022
pubmed: 9 7 2022
medline: 14 7 2022
Statut: epublish

Résumé

Profiling the adaptive immune repertoire using next generation sequencing (NGS) has become common in human medicine, showing promise in characterizing clonal expansion of B cell clones through analysis of B cell receptors (BCRs) in patients with lymphoid malignancies. In contrast, most work evaluating BCR repertoires in dogs has employed traditional PCR-based approaches analyzing the IGH locus only. The objectives of this study were to: (1) describe a novel NGS protocol to evaluate canine BCRs; (2) develop a bioinformatics pipeline for processing canine BCR sequencing data; and (3) apply these methods to derive insights into BCR repertoires of healthy dogs and dogs undergoing treatment for B-cell lymphoma. RNA from peripheral blood mononuclear cells of healthy dogs (n = 25) and dogs newly diagnosed with intermediate-to-large B-cell lymphoma (n = 18) with intent to pursue chemotherapy was isolated, converted into cDNA and sequenced by NGS. The BCR repertoires were identified and quantified using a novel analysis pipeline. The IGK repertoires of the healthy dogs were far less diverse compared to IGL which, as with IGH, was highly diverse. Strong biases at key positions within the CDR3 sequence were identified within the healthy dog BCR repertoire. For a subset of the dogs with B-cell lymphoma, clonal expansion of specific IGH sequences pre-treatment and reduction post-treatment was observed. The degree of expansion and reduction correlated with the clinical outcome in this subset. Future studies employing these techniques may improve disease monitoring, provide earlier recognition of disease progression, and ultimately lead to more targeted therapeutics.

Identifiants

pubmed: 35802654
doi: 10.1371/journal.pone.0270710
pii: PONE-D-21-41089
pmc: PMC9269486
doi:

Substances chimiques

Receptors, Antigen, B-Cell 0

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0270710

Subventions

Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : NIH HHS
ID : K01 OD027058
Pays : United States
Organisme : Biotechnology and Biological Sciences Research Council
Pays : United Kingdom

Déclaration de conflit d'intérêts

AB is a shareholder, employee, and board member of PetMedix Ltd. JM is a shareholder and employee of PetMedix Ltd. AV is an employee of PetMedix Ltd. This does not alter our adherence to PLOS ONE policies on sharing data and materials.

Références

Front Immunol. 2020 Dec 15;11:605170
pubmed: 33384691
BMC Vet Res. 2021 Feb 18;17(1):85
pubmed: 33602231
BMC Immunol. 2019 Jun 21;20(1):19
pubmed: 31226930
J Mol Biol. 2003 Dec 5;334(4):733-49
pubmed: 14636599
Bioinformatics. 2015 Oct 15;31(20):3356-8
pubmed: 26069265
Proc Natl Acad Sci U S A. 2009 Dec 1;106(48):20216-21
pubmed: 19875695
Ecol Evol. 2014 Sep;4(18):3514-24
pubmed: 25478144
Front Oncol. 2020 Apr 28;10:385
pubmed: 32411589
Proc Natl Acad Sci U S A. 1997 Jul 22;94(15):7799-806
pubmed: 9223266
Nat Methods. 2011 Nov 20;9(1):72-4
pubmed: 22101854
Ther Adv Hematol. 2014 Apr;5(2):35-47
pubmed: 24688753
Nat Biotechnol. 2017 Oct 11;35(10):908-911
pubmed: 29020005
Immunogenetics. 2018 Apr;70(4):223-236
pubmed: 28924718
Zentralbl Veterinarmed A. 1996 Nov;43(9):573-6
pubmed: 8968166
Nature. 2019 Oct;574(7776):122-126
pubmed: 31554970
Vet Immunol Immunopathol. 2010 Sep 15;137(1-2):64-75
pubmed: 20483487
Genome Res. 2013 Nov;23(11):1874-84
pubmed: 23742949
J Immunol. 2013 Sep 1;191(5):2393-402
pubmed: 23898036
Bioinformatics. 2017 Nov 15;33(22):3645-3647
pubmed: 29036507
Bioinformatics. 2012 Oct 1;28(19):2520-2
pubmed: 22908215
Vet Parasitol. 1998 Jul 31;78(2):155-60
pubmed: 9735920
Genome Med. 2015 Nov 20;7:121
pubmed: 26589402
Nat Methods. 2015 May;12(5):380-1
pubmed: 25924071
Cell Rep. 2017 May 16;19(7):1467-1478
pubmed: 28514665
PLoS Comput Biol. 2015 Nov 25;11(11):e1004503
pubmed: 26606115
PLoS Comput Biol. 2018 Oct 17;14(10):e1006388
pubmed: 30332400
Genome Res. 2009 Oct;19(10):1817-24
pubmed: 19541912
Sci Adv. 2016 Mar 11;2(3):e1501371
pubmed: 26998518
PLoS One. 2011;6(8):e22365
pubmed: 21829618
Front Immunol. 2013 Dec 23;4:456
pubmed: 24391640
Vet J. 2014 May;200(2):318-24
pubmed: 24698669
Vet Clin Pathol. 2015 Mar;44(1):58-69
pubmed: 25512102
Proc Natl Acad Sci U S A. 2016 May 10;113(19):E2636-45
pubmed: 27114511
Bioinformatics. 2016 Sep 15;32(18):2847-9
pubmed: 27207943
Proc Natl Acad Sci U S A. 2020 Jan 7;117(1):532-540
pubmed: 31879353
Immun Ageing. 2020 Sep 4;17:26
pubmed: 32944053
Front Immunol. 2017 Nov 17;8:1550
pubmed: 29204143
Vet Immunol Immunopathol. 2014 Feb 15;157(3-4):125-30
pubmed: 24332568
J Vet Intern Med. 2009 Jan-Feb;23(1):211-4
pubmed: 19175743
Cell Rep. 2016 Jun 14;15(11):2475-87
pubmed: 27264181
Vet Immunol Immunopathol. 2019 Mar;209:45-52
pubmed: 30885305
Vet J. 2018 Nov;241:31-37
pubmed: 30340657
Nucleic Acids Res. 1990 Oct 25;18(20):6097-100
pubmed: 2172928
Nucleic Acids Res. 2013 Jul;41(Web Server issue):W34-40
pubmed: 23671333
J Am Anim Hosp Assoc. 2009 Nov-Dec;45(6):296-300
pubmed: 19887388
Front Immunol. 2020 Feb 06;11:109
pubmed: 32117262
Mol Immunol. 2014 May;59(1):71-8
pubmed: 24509215
Nat Protoc. 2016 Sep;11(9):1599-616
pubmed: 27490633
Immunol Cell Biol. 2015 Nov;93(10):885-95
pubmed: 25976772
Proc Natl Acad Sci U S A. 2015 Apr 7;112(14):4322-7
pubmed: 25787252
Genome Med. 2015 May 28;7(1):49
pubmed: 26140055
Vet Res Commun. 2010 Jun;34 Suppl 1:S97-101
pubmed: 20461463
Mol Oncol. 2015 Dec;9(10):2063-70
pubmed: 26404496
Nucleic Acids Res. 2009 Jan;37(Database issue):D1006-12
pubmed: 18978023
J Mol Recognit. 2004 Jan-Feb;17(1):17-32
pubmed: 14872534
J Immunol. 2014 Apr 15;192(8):3637-44
pubmed: 24623130
BMC Immunol. 2016 Oct 11;17(1):38
pubmed: 27729009
Vet Immunol Immunopathol. 2018 Aug;202:181-190
pubmed: 30078594
Vet J. 2016 Sep;215:38-42
pubmed: 27339366
Nat Methods. 2014 Jun;11(6):653-5
pubmed: 24793455

Auteurs

Jonah N Cullen (JN)

Department of Veterinary Clinical Sciences, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota, United States of America.

Jolyon Martin (J)

Wellcome Trust Genome Campus, Hinxton, Saffron Walden, United Kingdom.
PetMedix Ltd, Glenn Berge Building, Babraham Research Campus, Cambridge, United Kingdom.

Albert J Vilella (AJ)

PetMedix Ltd, Glenn Berge Building, Babraham Research Campus, Cambridge, United Kingdom.

Amy Treeful (A)

Department of Veterinary Clinical Sciences, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota, United States of America.

David Sargan (D)

Department of Veterinary Medicine, Madingley Road, Cambridge, United Kingdom.

Allan Bradley (A)

Wellcome Trust Genome Campus, Hinxton, Saffron Walden, United Kingdom.
PetMedix Ltd, Glenn Berge Building, Babraham Research Campus, Cambridge, United Kingdom.
Department of Medicine, Jeffrey Cheah Biomedical Centre, Cambridge, United Kingdom.

Steven G Friedenberg (SG)

Department of Veterinary Clinical Sciences, University of Minnesota College of Veterinary Medicine, St. Paul, Minnesota, United States of America.

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