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Bigaut K, Didierjean J, de Seze J. An update on the evaluation of treatment switching criteria in multiple sclerosis. Expert Rev Neurother 2025:1-18. [PMID: 40357916 DOI: 10.1080/14737175.2025.2506462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2025] [Revised: 04/29/2025] [Accepted: 05/12/2025] [Indexed: 05/15/2025]
Abstract
INTRODUCTION Multiple sclerosis (MS) is a complex disorder driven by both inflammatory and neurodegenerative processes. While disease-modifying therapies (DMTs) have significantly improved prognosis, robust treatment switching criteria remain essential to balance efficacy and safety over the disease course. AREAS COVERED This review examines historical and current criteria for escalating DMTs from moderate- to high-efficacy therapies (HET). The authors summarize emerging clinical, imaging, and biological markers that inform decision-making and explore strategies for de-escalation, including DMT discontinuation and innovative approaches such as exit and bridge therapies. EXPERT OPINION Recent advances in MS management emphasize earlier initiation of HET and more stringent switching criteria. Although innovative monitoring tools - including clinical evaluations, imaging, biological markers, and patient-reported outcomes (PROs) - enhance disease assessment, they require further validation, standardization, and broader accessibility. Similarly, de-escalation criteria need additional research to optimize patient selection.
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Affiliation(s)
- Kevin Bigaut
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Centre d'investigation Clinique, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Judicaelle Didierjean
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Centre d'investigation Clinique, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
| | - Jerome de Seze
- Service de Neurologie, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
- Centre d'investigation Clinique, Hôpitaux Universitaires de Strasbourg, Strasbourg, France
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Capela C, Santos E, Palavra F, Guimarães J, Cerqueira J, Vale J, Sousa L, Batista S, Sá MJ. Multiple Sclerosis Disease-Modifying Treatment Algorithms: 2025 Positioning of the Portuguese Multiple Sclerosis Study Group. ACTA MEDICA PORT 2025. [PMID: 40326993 DOI: 10.20344/amp.22380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Accepted: 01/24/2025] [Indexed: 05/07/2025]
Abstract
Multiple sclerosis (MS) is a chronic autoimmune-mediated neurodegenerative disease characterized by inflammation, demyelination, and axonal/neuronal damage in the central nervous system. In Portugal, the prevalence of MS is approximately 64.4 per 100 000 individuals. It is typically diagnosed in young adults aged 30 to 40, with a higher incidence in women, although it can also affect children/adolescents and the elderly. Recent advances in MS treatment include the development and approval of several new disease-modifying therapies (DMTs) such as ocrelizumab, cladribine, siponimod, and others, thus expanding options for relapsing-remitting MS (RRMS). However, the options for progressive forms of MS remain limited. In Portugal, MS management strategies, guided by the 2015 recommendations of the Directorate-General of Health and the Portuguese medicines agency, need updating to incorporate recent scientific evidence and clinical expertise. The aim of this manuscript is to highlight gaps in current Portuguese MS treatment algorithms and propose enhancements aligned with global standards, thus improving treatment selection and patient outcomes in the Portuguese healthcare system. Developed by nine Portuguese neurology experts from the Portuguese Multiple Sclerosis Study Group, this document not only provides evidence and clinical practice-based recommendations but also includes DMT algorithms tailored for various MS subtypes, including radiologically and clinically isolated syndromes, RRMS, progressive MS, and specific situations in MS treatment such as pediatric-onset MS, late-onset MS, pregnancy and breastfeeding. This document provides evidence- and clinical practice-based recommendations to optimize decision-making during MS management in Portuguese centers. The experts aim to prompt the urgent revision of national MS treatment frameworks, incorporating the latest advancements in MS research and international guidelines, to reduce the socio-economic burden on the national healthcare system and improve the long-term health outcomes of MS patients.
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Affiliation(s)
- Carlos Capela
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Multiple Sclerosis Centre of Integrated Responsibility. Hospital Santo António dos Capuchos. Unidade Local de Saúde de São José. Lisbon. Portugal; Centro Clínico Académico de Lisboa. NOVA Medical School. Universidade NOVA de Lisboa. Lisbon. Portugal
| | - Ernestina Santos
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Neurology Department. Hospital de Santo António. Unidade Local de Saúde de Santo António. Porto. Portugal; Unit for Multidisciplinary Research in Biomedicine. Instituto de Ciências Biomédicas Abel Salazar. Universidade do Porto. Porto. Portugal
| | - Filipe Palavra
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Center for Child Development. Neuropediatrics Unit. Hospital Pediátrico. Unidade Local de Saúde de Coimbra. Coimbra. Portugal; Laboratory of Pharmacology and Experimental Therapeutics. Coimbra Institute for Clinical and Biomedical Research. Faculdade de Medicina. Universidade de Coimbra. Coimbra. Portugal
| | - Joana Guimarães
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Neurology Department. Hospital de São João. Unidade Local de Saúde São João. Porto. Portugal; Clinical Neurosciences and Mental Health Department. Faculdade de Medicina. Universidade do Porto. Porto. Portugal
| | - João Cerqueira
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Life and Health Sciences Research Institute. Universidade de Coimbra. Coimbra. Portugal; Neurology Department. Hospital de Braga. Unidade Local de Saúde de Braga. Braga. Portugal
| | - José Vale
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Neurology Department, Hospital Beatriz Ângelo. Unidade Local de Saúde Loures-Odivelas. Loures. Portugal; Faculdade de Medicina. Universidade de Lisboa. Lisbon. Portugal
| | - Lívia Sousa
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Neurology Department. Hospitais da Universidade de Coimbra. Unidade Local de Saúde de Coimbra. Coimbra. Portugal
| | - Sónia Batista
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Neurology Department. Hospitais da Universidade de Coimbra. Unidade Local de Saúde de Coimbra. Coimbra. Portugal; Faculdade de Medicina. Universidade de Coimbra. Coimbra. Portugal
| | - Maria José Sá
- Grupo de Estudos de Esclerose Múltipla (GEEM). Sociedade Portuguesa de Neurologia. Matosinhos. Portugal; Faculdade de Ciências Médicas. Universidade Fernando Pessoa. Porto. Portugal; Instituto de Investigação, Inovação e Desenvolvimento Fernando Pessoa (FP-I3ID). Rede de Investigação em Saúde (RISE-UFP). Universidade Fernando Pessoa. Porto. Portugal
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Opfer R, Schwab M, Bangoura S, Biswas M, Krüger J, Spies L, Gocke C, Gaser C, Schippling S, Kitzler HH, Ziemssen T. Patients with relapsing-remitting multiple sclerosis show accelerated whole brain volume and thalamic volume loss early in disease. Neuroradiology 2025; 67:99-107. [PMID: 39607558 DOI: 10.1007/s00234-024-03516-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2024] [Accepted: 11/21/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND The aim of this study was to investigate the dynamics of annual whole brain volume loss (BVL/year) and annual thalamic volume loss (ThalaVL/year) in patients with relapsing-remitting multiple sclerosis (PwRRMS) during the course of the disease. METHODS A longitudinal database of magnetic resonance imaging (MRI) scans of 195 healthy individuals (age range, 22.8-63.7 years) and longitudinal MRI data of 256 PwRRMS (age range, 20.1-60.8 years) were analyzed and compared. BVL/year and ThalaVL/year were computed for healthy individuals as well as for all patients with MS using a Jacobian integration approach. A linear regression was used to compute the relationship between age and BVL/year and ThalaVL/year for healthy individuals. The linear regression was then used to decompose the BVL/year and ThalaVL/year into a multiple sclerosis (MS)-related and an age-related component for each PwRRMS. PwRRMS were dichotomized into early-phase RRMS (disease duration ≤ 6 years) and later-phase RRMS (disease duration > 6 years), and a t-test was performed to test for differences between these groups. RESULTS The 135 early-phase patients (disease duration, ≤ 6 years) had statistically significantly higher MS-related BVL/year than the later-phase patients (n = 121) (- 0.21% vs. - 0.06%, p = 0.007). For MS-related ThalaVL/year, the difference between the groups was even more pronounced (- 0.39% vs. - 0.00%, p < 0.0001). CONCLUSIONS Our results indicate that in PwRRMS, the MS-related components of BVL/year and ThalaVL/year are accelerated in early phases and slowdown in later phases of the disease. This might explain why early intervention often leads to improved outcomes in patients with MS.
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Affiliation(s)
| | - Matthias Schwab
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | | | | | | | | | - Carola Gocke
- Conradia Medical Prevention Hamburg, Hamburg, Germany
| | - Christian Gaser
- Hans Berger Department of Neurology, Jena University Hospital, Jena, Germany
| | - Sven Schippling
- Neuroimmunology and Multiple Sclerosis Research, Department of Neurology, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Hagen H Kitzler
- University Hospital Carl Gustav Carus, Institute of Diagnostic and Interventional Neuroradiology, Technische Universität Dresden, Dresden, Germany
| | - Tjalf Ziemssen
- University Hospital Carl Gustav Carus, Department of Neurology, Technische Universität Dresden, Dresden, Germany
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Oreja-Guevara C, Martínez-Yélamos S, Eichau S, Llaneza MÁ, Martín-Martínez J, Peña-Martínez J, Meca-Lallana V, Alonso-Torres AM, Moral-Torres E, Río J, Calles C, Ares-Luque A, Ramió-Torrentà L, Marzo-Sola ME, Prieto JM, Martínez-Ginés ML, Arroyo R, Otano-Martínez MÁ, Brieva-Ruiz L, Gómez-Gutiérrez M, Rodríguez-Antigüedad A, Galán Sánchez-Seco V, Costa-Frossard L, Hernández-Pérez MÁ, Landete-Pascual L, González-Platas M, Meca-Lallana JE. Beyond lines of treatment: embracing early high-efficacy disease-modifying treatments for multiple sclerosis management. Ther Adv Neurol Disord 2024; 17:17562864241284372. [PMID: 39483817 PMCID: PMC11526321 DOI: 10.1177/17562864241284372] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2024] [Accepted: 08/07/2024] [Indexed: 11/03/2024] Open
Abstract
Recent advances in multiple sclerosis (MS) management have shifted perspectives on treatment strategies, advocating for the early initiation of high-efficacy disease-modifying therapies (heDMTs). This perspective review discusses the rationale, benefits, and challenges associated with early heDMT initiation, reflecting on the obsolescence of the traditional "first-line" and "second-line" treatment classifications. The article emerges from the last update of the consensus document of the Spanish Society of Neurology on the treatment of MS. During its development, there was a recognized need to further discuss the concept of treatment lines and the early use of heDMTs. Evidence from randomized controlled trials and real-world studies suggests that early heDMT initiation leads to improved clinical outcomes, including reduced relapse rates, slowed disease progression, and decreased radiological activity, especially in younger patients or those in early disease stages. Despite the historical belief that heDMTs involve more risks and adverse events compared to moderate-efficacy DMTs (meDMTs), some studies have reported comparable safety profiles between early heDMTs and meDMTs, though long-term safety data are still lacking. The review also addresses the need for a personalized approach based on patient characteristics, prognostic factors, and preferences, explores the importance of therapeutic inertia, and highlights the evolving landscape of international and national guidelines that increasingly advocate for early intensive treatment approaches. The article also addresses the challenges of ensuring access to these therapies and the importance of further research to establish long-term safety and effectiveness of DMTs in MS.
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Affiliation(s)
- Celia Oreja-Guevara
- Department of Neurology, Hospital Clinico San Carlos, IdISSC, C/Prof Martín Lagos, s/n, Moncloa - Aravaca, 28040, Madrid, Spain
- Department of Medicine, Medicine Faculty, Universidad Complutense de Madrid, Pl. Ramón y Cajal, s/n, Moncloa - Aravaca, 28040 Madrid, Spain
| | - Sergio Martínez-Yélamos
- Multiple Sclerosis Unit “EMxarxa,” Neurology Department, H.U. de Bellvitge, IDIBELL, Departament de Ciències Clíniques, Universitat de Barcelona, Barcelona, Spain
| | - Sara Eichau
- Neurology Department, Hospital Universitario Virgen Macarena, Sevilla, Spain
| | - Miguel Ángel Llaneza
- Neurology Department, Hospital Universitario Central de Asturias, Asturias, Spain
| | | | | | | | - Ana María Alonso-Torres
- Multiple Sclerosis Unit, Neurology Department, Hospital Regional Universitario de Málaga, Málaga, Spain
| | - Ester Moral-Torres
- Neurology Department, Complejo Hospitalario y Universitario Moisès Broggi, Barcelona, Spain
| | - Jordi Río
- Neurology Department, Centre d’Esclerosi Múltiple de Catalunya, Hospital Universitario Vall d’Hebrón, Barcelona, Spain
| | - Carmen Calles
- Neurology Department, Hospital Universitari Son Espases, Palma de Mallorca, Spain
| | - Adrián Ares-Luque
- Neurology Department, Complejo Asistencial Universitario de León, León, Spain
| | - Lluís Ramió-Torrentà
- Unitat de Neuroimmunologia i Esclerosi Múltiple Territorial de Girona, Hospital Universitari Dr. Josep Trueta y Hospital Santa Caterina, Grup Neurodegeneració i Neuroinflamació, IDIBGI, Departamento de Ciencias Médicas, Universitat de Girona, Girona, Spain
| | | | - José María Prieto
- Neurology Department, Santiago de Compostela Institute of Health Research, Spain Santiago de Compostela, Santiago, Spain
| | | | - Rafael Arroyo
- Neurology Department, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
| | | | - Luis Brieva-Ruiz
- Hospital Universitario Arnau de Vilanova, Universitat de Lleida, Lleida, Spain
| | | | | | | | | | - Miguel Ángel Hernández-Pérez
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitario Nuestra Señora de Candelaria, Santa Cruz de Tenerife, Spain
| | | | | | - José E. Meca-Lallana
- Clinical Neuroimmunology Unit and CSUR Multiple Sclerosis, Neurology Department, Hospital Clínico Universitario Virgen de la Arrixaca (IMIB-Arrixaca)/Cátedra de Neuroinmunología Clínica y Esclerosis Múltiple, Universidad Católica San Antonio, Murcia, Spain
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Stastna D, Drahota J, Lauer M, Mazouchova A, Menkyova I, Adamkova J, Ampapa R, Dufek M, Grunermelova M, Hradilek P, Kubala Havrdova E, Mares J, Martinkova A, Pavelek Z, Peterka M, Recmanova E, Rockova P, Stetkarova I, Stourac P, Vachova M, Horakova D. The Czech National MS Registry (ReMuS): Data trends in multiple sclerosis patients whose first disease-modifying therapies were initiated from 2013 to 2021. Biomed Pap Med Fac Univ Palacky Olomouc Czech Repub 2024; 168:262-270. [PMID: 37114703 DOI: 10.5507/bp.2023.015] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2023] [Accepted: 04/21/2023] [Indexed: 04/29/2023] Open
Abstract
AIMS Multiple sclerosis treatment strategies are changing in the Czech Republic. According to data from 2013-2021, the proportion of patients starting high-efficacy disease-modifying therapies is increasing. In this survey, we describe the actual data trends in multiple sclerosis (MS) patients beginning their first disease‑modifying therapies (DMTs) from 2013 to 2021. The secondary objective was to present the history, data collection, and scientific potential of the Czech National MS registry (ReMuS). METHODS First, using descriptive statistics, we analysed the data for patients starting their first DMTs, either platform (including dimethyl fumarate) or high-efficacy DMTs (HE-DMTs), for each successive year. Second, a detailed description of the history, data collection, completeness, quality optimising procedures, and legal policies of ReMuS is provided. RESULTS Based on the dataset from December 31, 2021, the total number of monitored patients with MS in ReMuS increased from 9,019 in 2013 (referred from 7 of 15 MS centres) to 12,940 in 2016 (referred from all 15 Czech MS centres) to 17,478 in 2021. In these years, the percentage of patients treated with DMTs in the registry ranged from 76 to 83%, but the proportion of patients treated with HE-DMTs changed from 16.2% in 2013 to 37.1% in 2021. During the follow-up period, a total of 8,491 treatment-naive patients received DMTs. The proportion of patients (all MS phenotypes) starting HE-DMTs increased from 2.1% in 2013 to 18.5% in 2021. CONCLUSION Patient registries, including ReMuS, provide an essential quality data source, especially in light of the increasing percentage of patients on HE-DMTs. Although early initiation of HE-DMT can provide considerable benefits, it also carries greater potential risks. Consistent long-term follow-up of patients in real‑world clinical practice, which only registries allow, is therefore crucial to evaluate the efficacy and safety of therapeutic strategies, for epidemiological research and to assist decision making by healthcare providers and regulatory bodies.
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Affiliation(s)
- Dominika Stastna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | - Jiri Drahota
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
- Endowment Fund IMPULS, Prague, Czech Republic
| | - Michal Lauer
- Endowment Fund IMPULS, Prague, Czech Republic
- Department of Economic Statistics, Prague University of Economics and Business, Prague, Czech Republic
| | - Aneta Mazouchova
- Endowment Fund IMPULS, Prague, Czech Republic
- Department of Economic Statistics, Prague University of Economics and Business, Prague, Czech Republic
| | - Ingrid Menkyova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
- 2nd Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovak Republic
| | - Jana Adamkova
- Department of Neurology, Hospital Ceske Budejovice, Ceske Budejovice, Czech Republic
| | - Radek Ampapa
- Department of Neurology, Hospital of Jihlava, Jihlava, Czech Republic
| | - Michal Dufek
- First Department of Neurology, Masaryk University, St. Anne's University Hospital, Brno, Czech Republic
| | | | - Pavel Hradilek
- Department of Neurology, University Hospital Ostrava, Ostrava, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
| | - Jan Mares
- Department of Neurology, Faculty of Medicine and Dentistry, Palacky University Olomouc and University Hospital Olomouc, Olomouc, Czech Republic
| | - Alena Martinkova
- Department of Neurology, Hospitals of the Pardubice Region, Hospital of Pardubice, Pardubice, Czech Republic
| | - Zbysek Pavelek
- Department of Neurology, Charles University in Prague, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Marek Peterka
- Department of Neurology, Charles University in Prague, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
- Department of Neurology, Charles University in Prague, Faculty of Medicine in Pilsen and University Hospital Pilsen, Pilsen, Czech Republic
| | - Eva Recmanova
- Department of Neurology, Tomas Bata Regional Hospital, Zlin, Czech Republic
| | - Petra Rockova
- Department of Neurology, 2nd Faculty of Medicine, Charles University in Prague and Motol University Hospital, Prague, Czech Republic
| | - Ivana Stetkarova
- Charles University in Prague, Third Faculty of Medicine, Charles University and Hospital Kralovske Vinohrady, Prague, Czech Republic
| | - Pavel Stourac
- Department of Neurology, University Hospital Brno and Faculty of Medicine, Masaryk University, Brno, Czech Republic
| | - Marta Vachova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
- Department of Neurology, KZ a.s., Hospital Teplice, Teplice, Czech Republic
| | - Dana Horakova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czech Republic
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Akaishi T, Fujimori J, Yokote H, Nakashima I. Continuous diffuse brain atrophy independent of relapse as a hallmark of multiple sclerosis beginning from relapsing-remitting stage. Clin Neurol Neurosurg 2024; 242:108342. [PMID: 38772279 DOI: 10.1016/j.clineuro.2024.108342] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 05/23/2024]
Abstract
BACKGROUND Neurodegenerative changes are observed in relapsing-remitting multiple sclerosis (RRMS) and are prominent in secondary progressive MS (SPMS). However, whether neurodegenerative changes accelerate and are altered after the transition into SPMS or in the presence of relapses remains uncertain. METHODS In this study, 73 patients with MS (seven with relapsing RRMS, 56 with relapse-free RRMS, and 10 with relapse-free SPMS) were evaluated for brain segmental volume changes over a 2-year follow-up period. Volume change was calculated using a within-subject unbiased longitudinal image analysis model. RESULTS The rates of brain volume change in the 11 brain regions evaluated were relatively similar among different brain regions. Moreover, they were similar among the relapsing RRMS, relapse-free RRMS, and SPMS groups, even after adjusting for age. CONCLUSIONS The relatively constant brain segmental atrophy rate throughout the disease course, regardless of relapse episodes, suggests that RRMS and SPMS are continuous, uniform, and silent progressing brain atrophy diseases on a spectrum.
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Affiliation(s)
- Tetsuya Akaishi
- Department of Neurology, Tohoku University Graduate School of Medicine, Sendai, Japan
| | - Juichi Fujimori
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan.
| | - Hiroaki Yokote
- Department of Neurology and Neurological Science, Tokyo Medical and Dental University, Tokyo, Japan
| | - Ichiro Nakashima
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
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Leussink VI, Jankovic M, Groth M, Schuh K, Sauerbeck IS, Hoffmann O. Addition of quantitative MRI to the routine clinical care of patients with multiple sclerosis-Results from the MAGNON project. Brain Behav 2024; 14:e3548. [PMID: 38841819 PMCID: PMC11154816 DOI: 10.1002/brb3.3548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/30/2024] [Accepted: 05/04/2024] [Indexed: 06/07/2024] Open
Abstract
BACKGROUND The revised Lublin classification offers a framework for categorizing multiple sclerosis (MS) according to the clinical course and imaging results. Diagnosis of secondary progressive MS (SPMS) is often delayed by a period of uncertainty. Several quantitative magnetic resonance imaging (qMRI) markers are associated with progressive disease states, but they are not usually available in clinical practice. METHODS The MAGNON project enrolled 629 patients (early relapsing-remitting MS (RRMS), n = 51; RRMS with suspected SPMS, n = 386; SPMS, n = 192) at 55 centers in Germany. Routine magnetic resonance imaging (MRI) scans at baseline and after 12 months were analyzed using a centralized automatic processing pipeline to quantify lesions and normalized brain and thalamic volume. Clinical measures included relapse activity, disability, and MS phenotyping. Neurologists completed questionnaires before and after receiving the qMRI reports. RESULTS According to the physicians' reports, qMRI results changed their assessment of the patient in 31.8% (baseline scan) and 27.6% (follow-up scan). For ∼50% of patients with RRMS with suspected SPMS, reports provided additional information that the patient was transitioning to SPMS. In >25% of all patients, this information influenced the physicians' assessment of the patient's current phenotype. However, actual changes of treatment were reported only in a minority of these patients. CONCLUSIONS The MAGNON results suggest that standardized qMRI reports may be integrated into the routine clinical care of MS patients and support the application of the Lublin classification as well as treatment decisions. The highest impact was reported in patients with suspected SPMS, indicating a potential to reduce diagnostic uncertainty.
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Affiliation(s)
| | | | - Marie Groth
- Clinical Research NeuroscienceNovartis Pharma GmbHNurembergGermany
| | - Katrin Schuh
- Clinical Research NeuroscienceNovartis Pharma GmbHNurembergGermany
| | | | - Olaf Hoffmann
- St. Josefs‐Krankenhaus Potsdam‐SanssouciPotsdamGermany
- Medizinische Hochschule Brandenburg Theodor FontaneNeuruppinGermany
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Singer BA, Feng J, Chiong-Rivero H. Early use of high-efficacy therapies in multiple sclerosis in the United States: benefits, barriers, and strategies for encouraging adoption. J Neurol 2024; 271:3116-3130. [PMID: 38615277 PMCID: PMC11136864 DOI: 10.1007/s00415-024-12305-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/04/2024] [Accepted: 03/04/2024] [Indexed: 04/15/2024]
Abstract
Multiple sclerosis (MS) is characterized by progressive neuroinflammation and neurodegeneration from disease onset that, if left untreated, can result in the accumulation of irreversible neurological disability. Early intervention with high-efficacy therapies (HETs) is increasingly recognized as the best strategy to delay or mitigate disease progression from the earliest stages of the disease and to prevent long-term neurodegeneration. Although there is growing clinical and real-world evidence supporting early HET intervention, foregoing this strategy in favor of a traditional escalation approach prioritizing lower-efficacy disease-modifying therapies remains a common approach in clinical practice. This review explores potential health care professional- and patient-related barriers to the early use of HETs in patients with MS in the United States. Barriers can include regulatory and reimbursement restrictions; knowledge gaps and long-term safety concerns among health care professionals; and various individual, cultural, and societal factors affecting patients. Potential strategies for overcoming these barriers and encouraging early HET use are proposed.
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Affiliation(s)
- Barry A Singer
- The MS Center for Innovations in Care, Missouri Baptist Medical Center, St Louis, MO, USA.
| | - Jenny Feng
- Ochsner Medical Center, New Orleans, LA, USA
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Fujimori J, Nakashima I. Brain volume loss in Japanese patients with multiple sclerosis is present in the early to middle stage of the disease. Heliyon 2024; 10:e28136. [PMID: 38545182 PMCID: PMC10965524 DOI: 10.1016/j.heliyon.2024.e28136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2023] [Revised: 03/11/2024] [Accepted: 03/12/2024] [Indexed: 11/11/2024] Open
Abstract
Background To determine which disease-modifying therapies should be used in patients with multiple sclerosis (MS), identifying patients at high and low risk for brain volume loss (BVL) is important. Although the BVL rate in MS is nearly constant from early to late disease onset, regardless of the disease stage, individual differences have been noted. Moreover, as disease duration increases, the risk of chronic progression increases, and brain atrophy becomes more noticeable. Therefore, measuring prognosis using a classification that considers BVL rate and disease duration is appropriate. We aimed to investigate the BVL in Japanese patients with MS. Methods Herein, with an observational period of approximately 3.5 years, 82 Japanese patients with MS were included. The volumes and annualised volume changes (AVCs) of the grey matter (GM) and whole brain were evaluated using icobrain ms. Results Whole-brain AVCs varied, especially among patients with a disease duration within approximately 16 years. Cluster analysis using two variables, disease duration and whole-brain AVC, identified the SM (short to middle duration and mild atrophy rates), SS (short to middle duration and severe atrophy rates), and L (long duration) groups. The optimal cut-off values for disease duration and whole-brain AVC to discriminate among the three groups were 15.8 years and -0.43%, respectively. Compared with the SM group, the SS group had higher Multiple Sclerosis Severity Scale (MSSS) and Expanded Disability Status Scale (EDSS) scores, lower information processing speed (IPS), higher lesion loads, higher whole-brain and GM volume loss, and higher GM atrophy rates. Moreover, among the 63 patients with MS included in the SM and SS groups, whole-brain AVCs were significantly correlated with the EDSS and MSSS scores and IPS. Conclusion BVL rates vary, especially among Japanese patients with MS with short to middle disease duration, and BVL degree is associated with poor prognosis.
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Affiliation(s)
- Juichi Fujimori
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
| | - Ichiro Nakashima
- Division of Neurology, Tohoku Medical and Pharmaceutical University, Sendai, Japan
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10
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Stastna D, Elberling F, Pontieri L, Framke E, Horakova D, Drahota J, Nytrova P, Magyari M. COVID-19 vaccination and relapse activity: A nationwide cohort study of patients with multiple sclerosis in Denmark. Eur J Neurol 2024; 31:e16163. [PMID: 38015454 PMCID: PMC11235886 DOI: 10.1111/ene.16163] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2023] [Revised: 10/03/2023] [Accepted: 11/08/2023] [Indexed: 11/29/2023]
Abstract
BACKGROUND AND PURPOSE We evaluated whether there was a difference in the occurrence of relapses pre- and post-COVID-19 vaccination in a nationwide cohort of Danish patients with relapsing multiple sclerosis. METHODS We conducted a population-based, nationwide cohort study with a cutoff date of 1 October 2022. We used McNemar tests to assess changes in the proportion of patients with recorded relapses within 90 days and 180 days before and after first vaccine dose, and a negative binomial regression model to compare the 90 and 180 days postvaccination annualized relapse rate (ARR) to the 360 days prevaccination ARR. Multivariate Cox regression was used to estimate relapse risk factors. RESULTS We identified 8169 vaccinated (87.3% Comirnaty) patients without a recorded history of a positive COVID-19 test. We did not find statistically significant changes in the proportion of patients with relapses in the 90 days (1.3% vs. 1.4% of patients, p = 0.627) and 180 days (2.7% vs. 2.6% of patients, p = 0.918) pre- and postvaccination. Also, a comparison of the ARR 360 days before (0.064, 95% confidence interval [CI] = 0.058-0.070) with the ARR 90 (0.057, 95% CI = 0.047-0.069, p = 0.285) and 180 (0.055, 95% CI = 0.048-0.063, p = 0.060) days after vaccination did not show statistically significant differences. Lower age, higher Expanded Disability Status Scale score, and relapse within 360 days before vaccination were associated with a higher risk of relapse. CONCLUSIONS We did not find evidence of increased relapse activity following the administration of the first dose of the COVID-19 vaccine.
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Affiliation(s)
- Dominika Stastna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of MedicineCharles University and General University Hospital in PraguePragueCzechia
- Danish Multiple Sclerosis Registry, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
| | - Frederik Elberling
- Danish Multiple Sclerosis Registry, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
| | - Luigi Pontieri
- Danish Multiple Sclerosis Registry, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
| | - Elisabeth Framke
- Danish Multiple Sclerosis Registry, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
| | - Dana Horakova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of MedicineCharles University and General University Hospital in PraguePragueCzechia
| | - Jiri Drahota
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of MedicineCharles University and General University Hospital in PraguePragueCzechia
- Endowment Fund IMPULSPragueCzechia
| | - Petra Nytrova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of MedicineCharles University and General University Hospital in PraguePragueCzechia
| | - Melinda Magyari
- Danish Multiple Sclerosis Registry, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
- Danish Multiple Sclerosis Centre, Department of NeurologyCopenhagen University Hospital–RigshospitaletGlostrupDenmark
- Department of Clinical Medicine, Faculty of Health and Medical SciencesUniversity of CopenhagenCopenhagenDenmark
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11
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Noteboom S, van Nederpelt DR, Bajrami A, Moraal B, Caan MWA, Barkhof F, Calabrese M, Vrenken H, Strijbis EMM, Steenwijk MD, Schoonheim MM. Feasibility of detecting atrophy relevant for disability and cognition in multiple sclerosis using 3D-FLAIR. J Neurol 2023; 270:5201-5210. [PMID: 37466663 PMCID: PMC10576669 DOI: 10.1007/s00415-023-11870-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 07/05/2023] [Accepted: 07/07/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND AND OBJECTIVES Disability and cognitive impairment are known to be related to brain atrophy in multiple sclerosis (MS), but 3D-T1 imaging required for brain volumetrics is often unavailable in clinical protocols, unlike 3D-FLAIR. Here our aim was to investigate whether brain volumes derived from 3D-FLAIR images result in similar associations with disability and cognition in MS as do those derived from 3D-T1 images. METHODS 3T-MRI scans of 329 MS patients and 76 healthy controls were included in this cross-sectional study. Brain volumes were derived using FreeSurfer on 3D-T1 and compared with brain volumes derived with SynthSeg and SAMSEG on 3D-FLAIR. Relative agreement was evaluated by calculating the intraclass correlation coefficient (ICC) of the 3D-T1 and 3D-FLAIR volumes. Consistency of relations with disability and average cognition was assessed using linear regression, while correcting for age and sex. The findings were corroborated in an independent validation cohort of 125 MS patients. RESULTS The ICC between volume measured with FreeSurfer and those measured on 3D-FLAIR for brain, ventricle, cortex, total deep gray matter and thalamus was above 0.74 for SAMSEG and above 0.91 for SynthSeg. Worse disability and lower average cognition were similarly associated with brain (adj. R2 = 0.24-0.27, p < 0.01; adj. R2 = 0.26-0.29, p < 0.001) ventricle (adj. R2 = 0.27-0.28, p < 0.001; adj. R2 = 0.19-0.20, p < 0.001) and deep gray matter volumes (adj. R2 = 0.24-0.28, p < 0.001; adj. R2 = 0.27-0.28, p < 0.001) determined with all methods, except for cortical volumes derived from 3D-FLAIR. DISCUSSION In this cross-sectional study, brain volumes derived from 3D-FLAIR and 3D-T1 show similar relationships to disability and cognitive dysfunction in MS, highlighting the potential of these techniques in clinical datasets.
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Affiliation(s)
- Samantha Noteboom
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands.
| | - D R van Nederpelt
- MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - A Bajrami
- Neurology B, Department of Neurosciences, Biomedicine and Movement Sciences, Regional Multiple Sclerosis Center, University of Verona, Verona, Italy
| | - B Moraal
- MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - M W A Caan
- Department of Biomedical Engineering and Physics, Amsterdam UMC location AMC, Amsterdam, The Netherlands
| | - F Barkhof
- MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
- Institutes of Healthcare Engineering and Neurology, University College London, London, United Kingdom
| | - M Calabrese
- Neurology B, Department of Neurosciences, Biomedicine and Movement Sciences, Regional Multiple Sclerosis Center, University of Verona, Verona, Italy
| | - H Vrenken
- MS Center Amsterdam, Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - E M M Strijbis
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - M D Steenwijk
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
| | - M M Schoonheim
- MS Center Amsterdam, Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
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12
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Filippi M, Amato MP, Centonze D, Gallo P, Gasperini C, Inglese M, Patti F, Pozzilli C, Preziosa P, Trojano M. Early use of high-efficacy disease‑modifying therapies makes the difference in people with multiple sclerosis: an expert opinion. J Neurol 2022; 269:5382-5394. [PMID: 35608658 PMCID: PMC9489547 DOI: 10.1007/s00415-022-11193-w] [Citation(s) in RCA: 77] [Impact Index Per Article: 25.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Revised: 05/12/2022] [Accepted: 05/13/2022] [Indexed: 11/05/2022]
Abstract
Multiple sclerosis (MS) is a chronic and progressive neurological disease that is characterized by neuroinflammation, demyelination and neurodegeneration occurring from the earliest phases of the disease and that may be underestimated. MS patients accumulate disability through relapse-associated worsening or progression independent of relapse activity. Early intervention with high-efficacy disease-modifying therapies (HE-DMTs) may represent the best window of opportunity to delay irreversible central nervous system damage and MS-related disability progression by hindering underlying heterogeneous pathophysiological processes contributing to disability progression. In line with this, growing evidence suggests that early use of HE-DMTs is associated with a significant greater reduction not only of inflammatory activity (clinical relapses and new lesion formation at magnetic resonance imaging) but also of disease progression, in terms of accumulation of irreversible clinical disability and neurodegeneration compared to delayed HE-DMT use or escalation strategy. These beneficial effects seem to be associated with acceptable long-term safety risks, thus configuring this treatment approach as that with the most positive benefit/risk profile. Accordingly, it should be mandatory to treat people with MS early with HE-DMTs in case of prognostic factors suggestive of aggressive disease, and it may be advisable to offer an HE-DMT to MS patients early after diagnosis, taking into account drug safety profile, disease severity, clinical and/or radiological activity, and patient-related factors, including possible comorbidities, family planning, and patients' preference in agreement with the EAN/ECTRIMS and AAN guidelines. Barriers for an early use of HE-DMTs include concerns for long-term safety, challenges in the management of treatment initiation and monitoring, negative MS patients' preferences, restricted access to HE-DMTs according to guidelines and regulatory rules, and sustainability. However, these barriers do not apply to each HE-DMT and none of these appear insuperable.
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Affiliation(s)
- Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | - Maria Pia Amato
- Department NEUROFARBA, University of Florence, Florence, Italy
- IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy
| | - Diego Centonze
- Department of Systems Medicine, Tor Vergata University, Rome, Italy
- Unit of Neurology, IRCCS Neuromed, Pozzilli, IS, Italy
| | - Paolo Gallo
- Department of Neuroscience, University of Padova, Padua, Italy
| | - Claudio Gasperini
- Department of Neurosciences, S Camillo Forlanini Hospital Rome, Rome, Italy
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DINOGMI), University of Genoa, Genoa, Italy
- IRCCS Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesco Patti
- Department GF Ingrassia, Medical, Surgical Science and Advanced Technologies, University of Catania, Catania, Italy
- Center for Multiple Sclerosis, Policlinico "G Rodolico", University of Catania, Catania, Italy
| | | | - Paolo Preziosa
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy
| | - Maria Trojano
- Department of Basic Medical Sciences, Neuroscience, and Sense Organs, University of Bari "Aldo Moro", Bari, Italy
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13
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Stastna D, Menkyova I, Drahota J, Hrnciarova T, Kubala Havrdova E, Vachova M, Andelova M, Kleinova P, Kovarova I, Krasulova E, Preiningerova JL, Novakova I, Novotna K, Novotna M, Nytrova P, Pavlickova J, Srpova B, Storey K, Ticha V, Tyblova M, Uher T, Vodehnalova K, Horakova D. To be or not to be vaccinated: The risk of MS or NMOSD relapse after COVID-19 vaccination and infection. Mult Scler Relat Disord 2022; 65:104014. [PMID: 35803085 PMCID: PMC9250417 DOI: 10.1016/j.msard.2022.104014] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Revised: 06/08/2022] [Accepted: 07/01/2022] [Indexed: 01/21/2023]
Abstract
BACKGROUND COVID-19 vaccination and infection are speculated to increase the activity of immune-mediated diseases, including multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD). The aim of this study was to evaluate a short-term risk of relapse after COVID-19 vaccination and COVID-19 infection in patients with these demyelinating disorders of the central nervous system and to determine disease exacerbation risk factors. METHODS Data in this retrospective, observational cohort study was collected via the Czech nationwide registry ReMuS from March 1, 2020, to October 30, 2021. We compared the proportion of patients with at least one clinical relapse in the 90 days following vaccination or infection to the 90-day intervals during the year before. For the evaluation of the risk factors of relapse, a comparison between groups with and without relapses after COVID-19 vaccination or infection was made. RESULTS We identified 1661 vaccinated (90.11% BNT162b2) patients with MS without a history of COVID-19 and 495 unvaccinated patients with MS who experienced COVID-19. A mild increase in the proportion of patients with at least one clinical relapse (-360 to -270 days: 4.46%; -270 to -180: 4.27%; -180 to -90: 3.85%; -90 to 0: 3.79% vs. 0 to +90 days: 5.30%) after vaccination in patients with MS was observed, as well as a rise in the proportion of patients with at least one clinical relapse after COVID-19. Lower age was associated with MS relapse after vaccination or infection. Although there were only 17 vaccinated and eight post-COVID-19 patients with NMOSD, the results were broadly consistent with those of patients with MS. CONCLUSION There is a mild increase in the relapse incidence after the COVID-19 vaccination. The risks, however, need to be balanced against the risks of COVID-19 itself, also leading to the rise in relapse rate and particularly to morbidity and mortality.
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Affiliation(s)
- Dominika Stastna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Ingrid Menkyova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia; 2nd Department of Neurology, Faculty of Medicine, Comenius University, Bratislava, Slovakia
| | - Jiri Drahota
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia; Endowment Fund IMPULS, Prague, Czechia
| | - Tereza Hrnciarova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Eva Kubala Havrdova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Marta Vachova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia; Department of Neurology, KZ a.s., Hospital Teplice, Teplice, Czechia
| | - Michaela Andelova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Pavlina Kleinova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Ivana Kovarova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Eva Krasulova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Jana Lizrova Preiningerova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Iveta Novakova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Klara Novotna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Martina Novotna
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Petra Nytrova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Jana Pavlickova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Barbora Srpova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Katerina Storey
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Veronika Ticha
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Michaela Tyblova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Tomas Uher
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Karolina Vodehnalova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia
| | - Dana Horakova
- Department of Neurology and Centre of Clinical Neuroscience, First Faculty of Medicine, Charles University in Prague and General University Hospital, Prague, Czechia.
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14
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Sinnecker T, Schädelin S, Benkert P, Ruberte E, Amann M, Lieb JM, Naegelin Y, Müller J, Kuhle J, Derfuss T, Kappos L, Wuerfel J, Granziera C, Yaldizli Ö. Brain atrophy measurement over a MRI scanner change in multiple sclerosis. Neuroimage Clin 2022; 36:103148. [PMID: 36007437 PMCID: PMC9424626 DOI: 10.1016/j.nicl.2022.103148] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 08/03/2022] [Accepted: 08/04/2022] [Indexed: 12/14/2022]
Abstract
BACKGROUND A change in MRI hardware impacts brain volume measurements. The aim of this study was to use MRI data from multiple sclerosis (MS) patients and healthy control subjects (HCs) to statistically model how to adjust brain atrophy measures in MS patients after a major scanner upgrade. METHODS We scanned 20 MS patients and 26 HCs before and three months after a major scanner upgrade (1.5 T Siemens Healthineers Magnetom Avanto to 3 T Siemens Healthineers Skyra Fit). The patient group also underwent standardized serial MRIs before and after the scanner change. Percentage whole brain volume changes (PBVC) measured by Structural Image Evaluation using Normalization of Atrophy (SIENA) in the HCs was used to estimate a corrective term based on a linear model. The factor was internally validated in HCs, and then applied to the MS group. RESULTS Mean PBVC during the scanner change was higher in MS than HCs (-4.1 ± 0.8 % versus -3.4 ± 0.6 %). A fixed corrective term of 3.4 (95% confidence interval: 3.13-3.67)% was estimated based on the observed average changes in HCs. Age and gender did not have a significant influence on this corrective term. After adjustment, a linear mixed effects model showed that the brain atrophy measures in MS during the scanner upgrade were not anymore associated with the scanner type (old vs new scanner; p = 0.29). CONCLUSION A scanner change affects brain atrophy measures in longitudinal cohorts. The inclusion of a corrective term based on changes observed in HCs helps to adjust for the known and unknown factors associated with a scanner upgrade on a group level.
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Affiliation(s)
- Tim Sinnecker
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Translational Imaging in Neurology [ThINK] Basel, Departments of Head, Spine and Neuromedicine and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Medical Image Analysis Center (MIAC AG) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Sabine Schädelin
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Pascal Benkert
- Department of Clinical Research, Clinical Trial Unit, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Esther Ruberte
- Medical Image Analysis Center (MIAC AG) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Michael Amann
- Medical Image Analysis Center (MIAC AG) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Johanna M. Lieb
- Department of Neuroradiology, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Yvonne Naegelin
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland
| | - Jannis Müller
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Translational Imaging in Neurology [ThINK] Basel, Departments of Head, Spine and Neuromedicine and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland
| | - Tobias Derfuss
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland
| | - Ludwig Kappos
- Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland
| | - Jens Wuerfel
- Medical Image Analysis Center (MIAC AG) and Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Cristina Granziera
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Translational Imaging in Neurology [ThINK] Basel, Departments of Head, Spine and Neuromedicine and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland
| | - Özgür Yaldizli
- Neurologic Clinic and Policlinic, Departments of Head, Spine and Neuromedicine, Clinical Research and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Translational Imaging in Neurology [ThINK] Basel, Departments of Head, Spine and Neuromedicine and Biomedical Engineering, University Hospital Basel and University of Basel, Basel, Switzerland,Research Center for Clinical Neuroimmunology and Neuroscience (RC2NB), University Hospital and University of Basel, Switzerland,Corresponding author at: Neurology, University Hospital Basel, Petersgraben 4, 4031 Basel, Switzerland.
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15
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Tommasin S, Iakovleva V, Rocca MA, Giannì C, Tedeschi G, De Stefano N, Pozzilli C, Filippi M, Pantano P. Relation of sensorimotor and cognitive cerebellum functional connectivity with brain structural damage in patients with multiple sclerosis and no disability. Eur J Neurol 2022; 29:2036-2046. [PMID: 35298059 PMCID: PMC9323479 DOI: 10.1111/ene.15329] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/11/2022] [Accepted: 02/27/2022] [Indexed: 12/01/2022]
Abstract
Background and purpose To investigate the relationship between the functional connectivity (FC) of the sensorimotor and cognitive cerebellum and measures of structural damage in patients with multiple sclerosis (MS) and no physical disability. Methods We selected 144 relapsing–remitting MS patients with an Expanded Disability Status Scale score of ≤1.5 and 98 healthy controls from the Italian Neuroimaging Network Initiative database. From multimodal 3T magnetic resonance imaging (MRI), including functional MRI at rest, we calculated lesion load, cortical thickness, and white matter, cortical gray matter, and caudate, putamen, thalamic, and cerebellar volumes. Voxel‐wise FC of the sensorimotor and cognitive cerebellum was assessed with seed‐based analysis, and multiple regression analysis was used to evaluate the relationship between FC and structural damage. Results Whole brain, white matter, caudate, putamen, and thalamic volumes were reduced in patients compared to controls, whereas cortical gray matter was not significantly different in patients versus controls. Both the sensorimotor and cognitive cerebellum showed a widespread pattern of increased and decreased FC that were negatively associated with structural measures, indicating that the lower the FC, the greater the tissue loss. Lastly, among multiple structural measures, cortical gray matter and white matter volumes were the best predictors of cerebellar FC alterations. Conclusions Increased and decreased cerebellar FC with several brain areas coexist in MS patients with no disability. Our data suggest that white matter loss hampers FC, whereas, in the absence of atrophy, cortical volume represents the framework for FC to increase.
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Affiliation(s)
- Silvia Tommasin
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | | | - Maria Assunta Rocca
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.,Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | | | - Gioacchino Tedeschi
- Department of Advanced Medical and Surgical Sciences and MRI-Center "SUN-FISM", University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Carlo Pozzilli
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.,Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy.,Neurorehabilitation Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy.,Neurophysiology Service, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Patrizia Pantano
- Department of Human Neurosciences, Sapienza University of Rome, Rome, Italy.,IRCCS NEUROMED, Pozzilli, Italy
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16
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Predictive MRI Biomarkers in MS—A Critical Review. Medicina (B Aires) 2022; 58:medicina58030377. [PMID: 35334554 PMCID: PMC8949449 DOI: 10.3390/medicina58030377] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2022] [Revised: 02/12/2022] [Accepted: 02/21/2022] [Indexed: 11/16/2022] Open
Abstract
Background and Objectives: In this critical review, we explore the potential use of MRI measurements as prognostic biomarkers in multiple sclerosis (MS) patients, for both conventional measurements and more novel techniques such as magnetization transfer, diffusion tensor, and proton spectroscopy MRI. Materials and Methods: All authors individually and comprehensively reviewed each of the aspects listed below in PubMed, Medline, and Google Scholar. Results: There are numerous MRI metrics that have been proven by clinical studies to hold important prognostic value for MS patients, most of which can be readily obtained from standard 1.5T MRI scans. Conclusions: While some of these parameters have passed the test of time and seem to be associated with a reliable predictive power, some are still better interpreted with caution. We hope this will serve as a reminder of how vast a resource we have on our hands in this versatile tool—it is up to us to make use of it.
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17
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Filippi M, Danesi R, Derfuss T, Duddy M, Gallo P, Gold R, Havrdová EK, Kornek B, Saccà F, Tintoré M, Weber J, Trojano M. Early and unrestricted access to high-efficacy disease-modifying therapies: a consensus to optimize benefits for people living with multiple sclerosis. J Neurol 2022; 269:1670-1677. [PMID: 34626224 PMCID: PMC8501364 DOI: 10.1007/s00415-021-10836-8] [Citation(s) in RCA: 53] [Impact Index Per Article: 17.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/29/2021] [Accepted: 09/29/2021] [Indexed: 02/05/2023]
Abstract
Early intervention with high-efficacy disease-modifying therapy (HE DMT) may be the best strategy to delay irreversible neurological damage and progression of multiple sclerosis (MS). In European healthcare systems, however, patient access to HE DMTs in MS is often restricted to later stages of the disease due to restrictions in reimbursement despite broader regulatory labels. Although not every patient should be treated with HE DMTs at the initial stages of the disease, early and unrestricted access to HE DMTs with a positive benefit-risk profile and a reasonable value proposition will provide the freedom of choice for an appropriate treatment based on a shared decision between expert physicians and patients. This will further optimize outcomes and facilitate efficient resource allocation and sustainability in healthcare systems and society.
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Affiliation(s)
- Massimo Filippi
- Neurology Unit, Neurorehabilitation Unit, Neurophysiology Service, and Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina, 60, 20132, Milan, Italy.
- Vita-Salute San Raffaele University, Milan, Italy.
| | | | | | - Martin Duddy
- The Newcastle Upon Tyne Hospitals, Newcastle upon Tyne, UK
| | | | - Ralf Gold
- Ruhr-Universität Bochum, Bochum, Germany
| | - Eva Kubala Havrdová
- Department of Neurology, First Medical Faculty, Charles University, Prague, Czech Republic
| | | | - Francesco Saccà
- Università Degli Studi Di Napoli 'Federico II', Naples, Italy
| | - Mar Tintoré
- MS Centre of Catalonia at the Hospital Vall d'Hebron, Barcelona, Spain
| | - Jörg Weber
- Klinikum Klagenfurt,, Klagenfurt am Wörthersee, Austria
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18
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Uher T, Kubala Havrdova E, Vodehnalova K, Krasensky J, Capek V, Vaneckova M, Horakova D. Pregnancy-induced brain MRI changes in women with multiple sclerosis. Eur J Neurol 2022; 29:1446-1456. [PMID: 35015921 DOI: 10.1111/ene.15245] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/30/2021] [Accepted: 12/23/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND The effect of pregnancy on brain changes and radiological disease activity in women with multiple sclerosis (MS) is not well understood. AIMS To describe the dynamic of lesion activity and brain volume changes during the pregnancy and postpartum periods. METHODS This observational study of 62 women with relapsing-remitting MS included MRI (221 scans) as well as clinical visits at baseline (<24 and >6 months before), prepregnancy (<6 months before), postpartum (<3 months after), and the follow-up (>12 and <24 months after delivery) period. RESULTS The majority of women had a mild disability and a short disease duration (median 5.5 years). Eighteen (29.0%) women had a relapse during the year preceding pregnancy onset, 9 (14.5%) during pregnancy, and 20 (32.3%) in the year following delivery. Disability status remained unchanged during follow-up. Women in the postpartum period (n=62) had higher T2 lesion volume (median: 0.94 ml vs. 1.18 ml), greater annualized T2 lesion volume increase (0.0 ml vs. 0.23 ml), lower brain parenchymal fraction (86.4% vs. 85.6%) and greater annualized brain volume loss (-0.16% vs. -1.74%) compared with the prepregnancy period (all p<0.001). At 12-24 months after delivery women (n=41) had higher T2 lesion volume (1.0 ml vs. 1.16 ml) and lower brain parenchymal fraction (86.5% vs. 86.0%) compared to the prepregnancy period (both p<0.001). CONCLUSIONS The postpartum period was associated with an increase in T2 lesion volume and accelerated brain volume loss in a considerable proportion of women. This should be considered in treatment decision-making and designing clinical trials.
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Affiliation(s)
- Tomas Uher
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Karolina Vodehnalova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Jan Krasensky
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Vaclav Capek
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital, Prague, Czech Republic
| | - Manuela Vaneckova
- Department of Radiology, Charles University in Prague, First Faculty of Medicine and General University Hospital in Prague, Czech Republic
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, Charles University in Prague, 1st Faculty of Medicine and General University Hospital, Prague, Czech Republic
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19
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Natalizumab Induces Changes of Cerebrospinal Fluid Measures in Multiple Sclerosis. Diagnostics (Basel) 2021; 11:diagnostics11122230. [PMID: 34943468 PMCID: PMC8699923 DOI: 10.3390/diagnostics11122230] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/19/2021] [Accepted: 11/25/2021] [Indexed: 11/17/2022] Open
Abstract
Background: There is a lack of knowledge about the evolution of cerebrospinal fluid (CSF) markers in multiple sclerosis (MS) patients undergoing natalizumab treatment. Aim: We aimed to evaluate the effect of natalizumab on basic inflammatory CSF and MRI measures. Methods: Together, 411 patients were screened for eligibility and 93 subjects with ≥2 CSF examinations ≤6 months before and ≥12 months after natalizumab initiation were recruited. The effect of natalizumab on CSF as well as clinical and paraclinical measures was analyzed using adjusted mixed models. Results: Natalizumab induced a decrease in CSF leukocytes (p < 1 × 10−15), CSF protein (p = 0.00007), the albumin quotient (p = 0.007), the IgG quotient (p = 6 × 10−15), the IgM quotient (p = 0.0002), the IgG index (p = 0.0004), the IgM index (p = 0.003) and the number of CSF-restricted oligoclonal bands (OCBs) (p = 0.0005). CSF-restricted OCBs positivity dropped from 94.6% to 86% but 26 patients (28%) had an increased number of OCBs at the follow-up. The baseline to follow-up EDSS and T2-LV were stable; a decrease in the relapse rate was consistent with a decrease in the CSF inflammatory markers and previous knowledge about the effectiveness of natalizumab. The average annualized brain volume loss during the follow-up was −0.50% (IQR = −0.96, −0.16) and was predicted by the baseline IgM index (B = −0.37; p = 0.003). Conclusions: Natalizumab is associated with a reduction of basic CSF inflammatory measures supporting its strong anti-inflammatory properties. The IgM index at the baseline predicted future brain volume loss during the course of natalizumab treatment.
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