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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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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