TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood

Background: T cells play a key role in the pathogenesis of multiple sclerosis (MS), a chronic, inflammatory, demyelinating disease of the central nervous system (CNS). Although several studies recently investigated the T-cell receptor (TCR) repertoire in cerebrospinal fluid (CSF) of MS patients by h...

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Main Authors: Roberta Amoriello, Maria Chernigovskaya, Victor Greiff, Alberto Carnasciali, Luca Massacesi, Alessandro Barilaro, Anna M. Repice, Tiziana Biagioli, Alessandra Aldinucci, Paolo A. Muraro, David A. Laplaud, Andreas Lossius, Clara Ballerini
Format: Article
Language:English
Published: Elsevier 2021-06-01
Series:EBioMedicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235239642100222X
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spelling doaj-9548b214c40f43b3ae8bd667decfb8cd2021-06-25T04:49:05ZengElsevierEBioMedicine2352-39642021-06-0168103429TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral bloodRoberta Amoriello0Maria Chernigovskaya1Victor Greiff2Alberto Carnasciali3Luca Massacesi4Alessandro Barilaro5Anna M. Repice6Tiziana Biagioli7Alessandra Aldinucci8Paolo A. Muraro9David A. Laplaud10Andreas Lossius11Clara Ballerini12Dipartimento di Medicina Sperimentale e Clinica (DMSC), Laboratory of Neuroimmunology, University of Florence, Viale Pieraccini 6, 50139 Florence, ItalyDepartment of Immunology, University of Oslo, Oslo, NorwayDepartment of Immunology, University of Oslo, Oslo, NorwayDipartimento di Medicina Sperimentale e Clinica (DMSC), Laboratory of Neuroimmunology, University of Florence, Viale Pieraccini 6, 50139 Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, ItalyLaboratorio Generale, Careggi University Hospital, Florence, ItalyLaboratorio Generale, Careggi University Hospital, Florence, ItalyWolfson Neuroscience Laboratory, Department of Brain Sciences, Imperial College London, London, United KingdomCRTI-Inserm U1064, CIC0004 and Service de Neurologie, CHU de Nantes, Hôpital Nord Laënnec, Nantes, FranceInstitute of Clinical Medicine, University of Oslo, Postboks 1105, Blindern 0317 Oslo, Norway; Corresponding authors.Dipartimento di Medicina Sperimentale e Clinica (DMSC), Laboratory of Neuroimmunology, University of Florence, Viale Pieraccini 6, 50139 Florence, Italy; Corresponding authors.Background: T cells play a key role in the pathogenesis of multiple sclerosis (MS), a chronic, inflammatory, demyelinating disease of the central nervous system (CNS). Although several studies recently investigated the T-cell receptor (TCR) repertoire in cerebrospinal fluid (CSF) of MS patients by high-throughput sequencing (HTS), a deep analysis on repertoire similarities and differences among compartments is still missing. Methods: We performed comprehensive bioinformatics on high-dimensional TCR Vβ sequencing data from published and unpublished MS and healthy donors (HD) studies. We evaluated repertoire polarization, clone distribution, shared CDR3 amino acid sequences (CDR3s-a.a.) across repertoires, clone overlap with public databases, and TCR similarity architecture. Findings: CSF repertoires showed a significantly higher public clones percentage and sequence similarity compared to peripheral blood (PB). On the other hand, we failed to reject the null hypothesis that the repertoire polarization is the same between CSF and PB. One Primary-Progressive MS (PPMS) CSF repertoire differed from the others in terms of TCR similarity architecture. Cluster analysis splits MS from HD. Interpretation: In MS patients, the presence of a physiological barrier, the blood-brain barrier, does not impact clone prevalence and distribution, but impacts public clones, indicating CSF as a more private site. We reported a high Vβ sequence similarity in the CSF-TCR architecture in one PPMS. If confirmed it may be an interesting insight into MS progressive inflammatory mechanisms. The clustering of MS repertoires from HD suggests that disease shapes the TCR Vβ clonal profile. Funding: This study was partly financially supported by the Italian Multiple Sclerosis Foundation (FISM), that contributed to Ballerini-DB data collection (grant #2015 R02).http://www.sciencedirect.com/science/article/pii/S235239642100222XMultiple SclerosisHigh-throughput sequencingSystem immunologyT-cell repertoire diversityCerebrospinal fluidBrain
collection DOAJ
language English
format Article
sources DOAJ
author Roberta Amoriello
Maria Chernigovskaya
Victor Greiff
Alberto Carnasciali
Luca Massacesi
Alessandro Barilaro
Anna M. Repice
Tiziana Biagioli
Alessandra Aldinucci
Paolo A. Muraro
David A. Laplaud
Andreas Lossius
Clara Ballerini
spellingShingle Roberta Amoriello
Maria Chernigovskaya
Victor Greiff
Alberto Carnasciali
Luca Massacesi
Alessandro Barilaro
Anna M. Repice
Tiziana Biagioli
Alessandra Aldinucci
Paolo A. Muraro
David A. Laplaud
Andreas Lossius
Clara Ballerini
TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
EBioMedicine
Multiple Sclerosis
High-throughput sequencing
System immunology
T-cell repertoire diversity
Cerebrospinal fluid
Brain
author_facet Roberta Amoriello
Maria Chernigovskaya
Victor Greiff
Alberto Carnasciali
Luca Massacesi
Alessandro Barilaro
Anna M. Repice
Tiziana Biagioli
Alessandra Aldinucci
Paolo A. Muraro
David A. Laplaud
Andreas Lossius
Clara Ballerini
author_sort Roberta Amoriello
title TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
title_short TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
title_full TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
title_fullStr TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
title_full_unstemmed TCR repertoire diversity in Multiple Sclerosis: High-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
title_sort tcr repertoire diversity in multiple sclerosis: high-dimensional bioinformatics analysis of sequences from brain, cerebrospinal fluid and peripheral blood
publisher Elsevier
series EBioMedicine
issn 2352-3964
publishDate 2021-06-01
description Background: T cells play a key role in the pathogenesis of multiple sclerosis (MS), a chronic, inflammatory, demyelinating disease of the central nervous system (CNS). Although several studies recently investigated the T-cell receptor (TCR) repertoire in cerebrospinal fluid (CSF) of MS patients by high-throughput sequencing (HTS), a deep analysis on repertoire similarities and differences among compartments is still missing. Methods: We performed comprehensive bioinformatics on high-dimensional TCR Vβ sequencing data from published and unpublished MS and healthy donors (HD) studies. We evaluated repertoire polarization, clone distribution, shared CDR3 amino acid sequences (CDR3s-a.a.) across repertoires, clone overlap with public databases, and TCR similarity architecture. Findings: CSF repertoires showed a significantly higher public clones percentage and sequence similarity compared to peripheral blood (PB). On the other hand, we failed to reject the null hypothesis that the repertoire polarization is the same between CSF and PB. One Primary-Progressive MS (PPMS) CSF repertoire differed from the others in terms of TCR similarity architecture. Cluster analysis splits MS from HD. Interpretation: In MS patients, the presence of a physiological barrier, the blood-brain barrier, does not impact clone prevalence and distribution, but impacts public clones, indicating CSF as a more private site. We reported a high Vβ sequence similarity in the CSF-TCR architecture in one PPMS. If confirmed it may be an interesting insight into MS progressive inflammatory mechanisms. The clustering of MS repertoires from HD suggests that disease shapes the TCR Vβ clonal profile. Funding: This study was partly financially supported by the Italian Multiple Sclerosis Foundation (FISM), that contributed to Ballerini-DB data collection (grant #2015 R02).
topic Multiple Sclerosis
High-throughput sequencing
System immunology
T-cell repertoire diversity
Cerebrospinal fluid
Brain
url http://www.sciencedirect.com/science/article/pii/S235239642100222X
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