The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies

Natalizumab (NTZ) and autologous hematopoietic stem cell transplantation (AHSCT) are two successful treatments for relapsing-remitting multiple sclerosis (RRMS), an autoimmune T-cell-driven disorder affecting the central nervous system that is characterized by relapses interspersed with periods of c...

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Main Authors: Roberta Amoriello, Victor Greiff, Alessandra Aldinucci, Elena Bonechi, Alberto Carnasciali, Benedetta Peruzzi, Anna Maria Repice, Alice Mariottini, Riccardo Saccardi, Benedetta Mazzanti, Luca Massacesi, Clara Ballerini
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-04-01
Series:Frontiers in Immunology
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Online Access:https://www.frontiersin.org/article/10.3389/fimmu.2020.00559/full
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author Roberta Amoriello
Victor Greiff
Alessandra Aldinucci
Elena Bonechi
Alberto Carnasciali
Benedetta Peruzzi
Anna Maria Repice
Alice Mariottini
Riccardo Saccardi
Benedetta Mazzanti
Luca Massacesi
Clara Ballerini
spellingShingle Roberta Amoriello
Victor Greiff
Alessandra Aldinucci
Elena Bonechi
Alberto Carnasciali
Benedetta Peruzzi
Anna Maria Repice
Alice Mariottini
Riccardo Saccardi
Benedetta Mazzanti
Luca Massacesi
Clara Ballerini
The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
Frontiers in Immunology
system immunology
T-cell subpopulations
T-cell repertoire diversity
multiple sclerosis
disease-modifying therapies
author_facet Roberta Amoriello
Victor Greiff
Alessandra Aldinucci
Elena Bonechi
Alberto Carnasciali
Benedetta Peruzzi
Anna Maria Repice
Alice Mariottini
Riccardo Saccardi
Benedetta Mazzanti
Luca Massacesi
Clara Ballerini
author_sort Roberta Amoriello
title The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
title_short The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
title_full The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
title_fullStr The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
title_full_unstemmed The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive Therapies
title_sort tcr repertoire reconstitution in multiple sclerosis: comparing one-shot and continuous immunosuppressive therapies
publisher Frontiers Media S.A.
series Frontiers in Immunology
issn 1664-3224
publishDate 2020-04-01
description Natalizumab (NTZ) and autologous hematopoietic stem cell transplantation (AHSCT) are two successful treatments for relapsing-remitting multiple sclerosis (RRMS), an autoimmune T-cell-driven disorder affecting the central nervous system that is characterized by relapses interspersed with periods of complete or partial recovery. Both RRMS treatments have been documented to impact T-cell subpopulations and the T-cell receptor (TCR) repertoire in terms of clone frequency, but, so far, the link between T-cell naive and memory populations, autoimmunity, and treatment outcome has not yet been established hindering insight into the post-treatment TCR landscape of MS patients. To address this important knowledge gap, we tracked peripheral T-cell subpopulations (naïve and memory CD4+ and CD8+) across 15 RRMS patients before and after two years of continuous treatment (NTZ) and a single treatment course (AHSCT) by high-throughput TCRß sequencing. We found that the two MS treatments left treatment-specific multidimensional traces in patient TCRß repertoire dynamics with respect to clonal expansion, clonal diversity and repertoire architecture. Comparing MS TCR sequences with published datasets suggested that the majority of public TCRs belonged to virus-associated sequences. In summary, applying multi-dimensional computational immunology to a TCRß dataset of treated MS patients, we show that qualitative changes of TCRß repertoires encode treatment-specific information that may be relevant for future clinical trials monitoring and personalized MS follow-up, diagnosis and treatment regimes. Natalizumab (NTZ) and autologous hematopoietic stem cell transplantation (AHSCT) are two successful treatments for relapsing–remitting multiple sclerosis (RRMS), an autoimmune T-cell–driven disorder affecting the central nervous system that is characterized by relapses interspersed with periods of complete or partial recovery. Both RRMS treatments have been documented to impact T-cell subpopulations and the T-cell receptor (TCR) repertoire in terms of clone frequency, but, so far, the link between T-cell naive and memory populations, autoimmunity, and treatment outcome has not yet been established hindering insight into the posttreatment TCR landscape of MS patients. To address this important knowledge gap, we tracked peripheral T-cell subpopulations (naive and memory CD4+ and CD8+) across 15 RRMS patients before and after 2 years of continuous treatment (NTZ) and a single treatment course (AHSCT) by high-throughput TCRβ sequencing. We found that the two MS treatments left treatment-specific multidimensional traces in patient TCRβ repertoire dynamics with respect to clonal expansion, clonal diversity, and repertoire architecture. Comparing MS TCR sequences with published datasets suggested that the majority of public TCRs belonged to virus-associated sequences. In summary, applying multidimensional computational immunology to a TCRβ dataset of treated MS patients, we show that qualitative changes of TCRβ repertoires encode treatment-specific information that may be relevant for future clinical trials monitoring and personalized MS follow-up, diagnosis, and treatment regimens.
topic system immunology
T-cell subpopulations
T-cell repertoire diversity
multiple sclerosis
disease-modifying therapies
url https://www.frontiersin.org/article/10.3389/fimmu.2020.00559/full
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spelling doaj-c2d8c1dfaf6d411783f0b68b51322e3c2020-11-25T01:42:39ZengFrontiers Media S.A.Frontiers in Immunology1664-32242020-04-011110.3389/fimmu.2020.00559505644The TCR Repertoire Reconstitution in Multiple Sclerosis: Comparing One-Shot and Continuous Immunosuppressive TherapiesRoberta Amoriello0Victor Greiff1Alessandra Aldinucci2Elena Bonechi3Alberto Carnasciali4Benedetta Peruzzi5Anna Maria Repice6Alice Mariottini7Riccardo Saccardi8Benedetta Mazzanti9Luca Massacesi10Clara Ballerini11Dipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyDepartment of Immunology, University of Oslo, Oslo, NorwayDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyCentro Diagnostico di Citofluorimetria e Immunoterapia, Careggi University Hospital, Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalySODc Terapie Cellulari e Medicina Trasfusionale, Careggi University Hospital, Florence, ItalyDipartimento di Medicina Sperimentale e Clinica (DMSC), University of Florence, Florence, ItalyDipartimento di Neuroscienze, Psicologia, Area del Farmaco e Salute del Bambino (NEUROFARBA), University of Florence, Florence, ItalyDipartimento di Medicina Sperimentale e Clinica (DMSC), University of Florence, Florence, ItalyNatalizumab (NTZ) and autologous hematopoietic stem cell transplantation (AHSCT) are two successful treatments for relapsing-remitting multiple sclerosis (RRMS), an autoimmune T-cell-driven disorder affecting the central nervous system that is characterized by relapses interspersed with periods of complete or partial recovery. Both RRMS treatments have been documented to impact T-cell subpopulations and the T-cell receptor (TCR) repertoire in terms of clone frequency, but, so far, the link between T-cell naive and memory populations, autoimmunity, and treatment outcome has not yet been established hindering insight into the post-treatment TCR landscape of MS patients. To address this important knowledge gap, we tracked peripheral T-cell subpopulations (naïve and memory CD4+ and CD8+) across 15 RRMS patients before and after two years of continuous treatment (NTZ) and a single treatment course (AHSCT) by high-throughput TCRß sequencing. We found that the two MS treatments left treatment-specific multidimensional traces in patient TCRß repertoire dynamics with respect to clonal expansion, clonal diversity and repertoire architecture. Comparing MS TCR sequences with published datasets suggested that the majority of public TCRs belonged to virus-associated sequences. In summary, applying multi-dimensional computational immunology to a TCRß dataset of treated MS patients, we show that qualitative changes of TCRß repertoires encode treatment-specific information that may be relevant for future clinical trials monitoring and personalized MS follow-up, diagnosis and treatment regimes. Natalizumab (NTZ) and autologous hematopoietic stem cell transplantation (AHSCT) are two successful treatments for relapsing–remitting multiple sclerosis (RRMS), an autoimmune T-cell–driven disorder affecting the central nervous system that is characterized by relapses interspersed with periods of complete or partial recovery. Both RRMS treatments have been documented to impact T-cell subpopulations and the T-cell receptor (TCR) repertoire in terms of clone frequency, but, so far, the link between T-cell naive and memory populations, autoimmunity, and treatment outcome has not yet been established hindering insight into the posttreatment TCR landscape of MS patients. To address this important knowledge gap, we tracked peripheral T-cell subpopulations (naive and memory CD4+ and CD8+) across 15 RRMS patients before and after 2 years of continuous treatment (NTZ) and a single treatment course (AHSCT) by high-throughput TCRβ sequencing. We found that the two MS treatments left treatment-specific multidimensional traces in patient TCRβ repertoire dynamics with respect to clonal expansion, clonal diversity, and repertoire architecture. Comparing MS TCR sequences with published datasets suggested that the majority of public TCRs belonged to virus-associated sequences. In summary, applying multidimensional computational immunology to a TCRβ dataset of treated MS patients, we show that qualitative changes of TCRβ repertoires encode treatment-specific information that may be relevant for future clinical trials monitoring and personalized MS follow-up, diagnosis, and treatment regimens.https://www.frontiersin.org/article/10.3389/fimmu.2020.00559/fullsystem immunologyT-cell subpopulationsT-cell repertoire diversitymultiple sclerosisdisease-modifying therapies