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Pogoda-Wesołowska A, Dziedzic A, Maciak K, Stȩpień A, Dziaduch M, Saluk J. Neurodegeneration and its potential markers in the diagnosing of secondary progressive multiple sclerosis. A review. Front Mol Neurosci 2023; 16:1210091. [PMID: 37781097 PMCID: PMC10535108 DOI: 10.3389/fnmol.2023.1210091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 08/25/2023] [Indexed: 10/03/2023] Open
Abstract
Approximately 70% of relapsing-remitting multiple sclerosis (RRMS) patients will develop secondary progressive multiple sclerosis (SPMS) within 10-15 years. This progression is characterized by a gradual decline in neurological functionality and increasing limitations of daily activities. Growing evidence suggests that both inflammation and neurodegeneration are associated with various pathological processes throughout the development of MS; therefore, to delay disease progression, it is critical to initiate disease-modifying therapy as soon as it is diagnosed. Currently, a diagnosis of SPMS requires a retrospective assessment of physical disability exacerbation, usually over the previous 6-12 months, which results in a delay of up to 3 years. Hence, there is a need to identify reliable and objective biomarkers for predicting and defining SPMS conversion. This review presents current knowledge of such biomarkers in the context of neurodegeneration associated with MS, and SPMS conversion.
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Affiliation(s)
| | - Angela Dziedzic
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Karina Maciak
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
| | - Adam Stȩpień
- Clinic of Neurology, Military Institute of Medicine–National Research Institute, Warsaw, Poland
| | - Marta Dziaduch
- Medical Radiology Department of Military Institute of Medicine – National Research Institute, Warsaw, Poland
| | - Joanna Saluk
- Department of General Biochemistry, Faculty of Biology and Environmental Protection, University of Lodz, Lodz, Poland
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2
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Elmers J, Colzato LS, Akgün K, Ziemssen T, Beste C. Neurofilaments - Small proteins of physiological significance and predictive power for future neurodegeneration and cognitive decline across the life span. Ageing Res Rev 2023; 90:102037. [PMID: 37619618 DOI: 10.1016/j.arr.2023.102037] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2023] [Revised: 05/15/2023] [Accepted: 08/17/2023] [Indexed: 08/26/2023]
Abstract
Neurofilaments (NFs) are not only important for axonal integrity and nerve conduction in large myelinated axons but they are also thought to be crucial for receptor and synaptic functioning. Therefore, NFs may play a critical role in cognitive functions, as cognitive processes are known to depend on synaptic integrity and are modulated by dopaminergic signaling. Here, we present a theory-driven interdisciplinary approach that NFs may link inflammation, neurodegeneration, and cognitive functions. We base our hypothesis on a wealth of evidence suggesting a causal link between inflammation and neurodegeneration and between these two and cognitive decline (see Fig. 1), also taking dopaminergic signaling into account. We conclude that NFs may not only serve as biomarkers for inflammatory, neurodegenerative, and cognitive processes but also represent a potential mechanical hinge between them, moreover, they may even have predictive power regarding future cognitive decline. In addition, we advocate the use of both NFs and MRI parameters, as their synthesis offers the opportunity to individualize medical treatment by providing a comprehensive view of underlying disease activity in neurological diseases. Since our society will become significantly older in the upcoming years and decades, maintaining cognitive functions and healthy aging will play an important role. Thanks to technological advances in recent decades, NFs could serve as a rapid, noninvasive, and relatively inexpensive early warning system to identify individuals at increased risk for cognitive decline and could facilitate the management of cognitive dysfunctions across the lifespan.
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Affiliation(s)
- Julia Elmers
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Lorenza S Colzato
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China.
| | - Katja Akgün
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Tjalf Ziemssen
- Center of Clinical Neuroscience, Department of Neurology, University Hospital Carl Gustav Carus, TU Dresden, Germany
| | - Christian Beste
- Cognitive Neurophysiology, Department of Child and Adolescent Psychiatry, Faculty of Medicine, TU Dresden, Germany; Cognitive Psychology, Faculty of Psychology, Shandong Normal University, Jinan, China.
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Casanova B, Castillo J, Quintanilla-Bordás C, Sanz MT, Fernández-Velasco JI, Alcalá C, Carratalá S, Gasque R, Rubio A, Cubas L, Villar LM, Pérez-Miralles F. Oligoclonal M bands unveil occult inflammation in multiple sclerosis. Mult Scler Relat Disord 2022; 68:104118. [PMID: 36057174 DOI: 10.1016/j.msard.2022.104118] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 08/14/2022] [Indexed: 12/15/2022]
Abstract
INTRODUCTION Recent works demonstrate that patients with multiple sclerosis (pwMS) and oligoclonal M bands (OCMB) in cerebrospinal fluid (CSF) are at higher risk of conversion to secondary progressive course, suggesting a distinct pathophysiology pathway in these patients. OBJECTIVES To analyze the relationship of serum neurofilament light chain (s-NFL) in absence of inflammatory activity in people with multiple sclerosis (pwMS) according to the presence of OCMB versus healthy controls (HC), and the effect of aging. METHODS Two cohorts of HC were compared to a cohort of pwMS without clinical or radiological signs of acute inflammation. Lack of inflammation was defined as the absence of relapses or gadolinium-enhancing lesions (GEL) brain in an MRI performed within three months before and after s-NFL determination. S-NFL was measured with SIMOa technology. OCMB in the cerebrospinal fluid (CSF) were analyzed with isoelectric focusing and immunoblotting. RESULTS 254 people were studied: 124 healthy voluntary controls and 130 pwMS. Despite the absence of inflammatory activity, pwMS and OCMB showed higher levels of s-NFL compared to those without OCMB and HC (11.4 pg/mL, 8.9 pg/mL and 9.0 pg/mL, respectively). A positive and exponential correlation between age and s-NFL was observed, with highest increases among pwMS and OCMB in the CSF. DISCUSSION In absence of overt inflammatory activity, pwMS and OCMB exhibit higher s-NFL levels, and a greater age-related increase. Thus, OCMB may portray an underlying inflammatory process not detected by conventional MRI studies and may explain the poorer prognosis of these patients.
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Affiliation(s)
- Bonaventura Casanova
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
| | - Jessica Castillo
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
| | | | - María T Sanz
- Department of Mathematics, University of Valéncia, Spain
| | | | - Carmen Alcalá
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
| | - Sara Carratalá
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
| | - Raquel Gasque
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
| | | | - Laura Cubas
- Neuroimmunology Unit. València University and Polytechnic Hospital La Fe. València, Spain
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Petzold A. The 2022 Lady Estelle Wolfson lectureship on neurofilaments. J Neurochem 2022; 163:179-219. [PMID: 35950263 PMCID: PMC9826399 DOI: 10.1111/jnc.15682] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2022] [Revised: 07/19/2022] [Accepted: 07/21/2022] [Indexed: 01/11/2023]
Abstract
Neurofilament proteins (Nf) have been validated and established as a reliable body fluid biomarker for neurodegenerative pathology. This review covers seven Nf isoforms, Nf light (NfL), two splicing variants of Nf medium (NfM), two splicing variants of Nf heavy (NfH), α -internexin (INA) and peripherin (PRPH). The genetic and epigenetic aspects of Nf are discussed as relevant for neurodegenerative diseases and oncology. The comprehensive list of mutations for all Nf isoforms covers Amyotrophic Lateral Sclerosis, Charcot-Marie Tooth disease, Spinal muscular atrophy, Parkinson Disease and Lewy Body Dementia. Next, emphasis is given to the expanding field of post-translational modifications (PTM) of the Nf amino acid residues. Protein structural aspects are reviewed alongside PTMs causing neurodegenerative pathology and human autoimmunity. Molecular visualisations of NF PTMs, assembly and stoichiometry make use of Alphafold2 modelling. The implications for Nf function on the cellular level and axonal transport are discussed. Neurofilament aggregate formation and proteolytic breakdown are reviewed as relevant for biomarker tests and disease. Likewise, Nf stoichiometry is reviewed with regard to in vitro experiments and as a compensatory mechanism in neurodegeneration. The review of Nf across a spectrum of 87 diseases from all parts of medicine is followed by a critical appraisal of 33 meta-analyses on Nf body fluid levels. The review concludes with considerations for clinical trial design and an outlook for future research.
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Affiliation(s)
- Axel Petzold
- Department of NeurodegenerationQueen Square Insitute of Neurology, UCLLondonUK
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A Scoping Review on Body Fluid Biomarkers for Prognosis and Disease Activity in Patients with Multiple Sclerosis. J Pers Med 2022; 12:jpm12091430. [PMID: 36143216 PMCID: PMC9501898 DOI: 10.3390/jpm12091430] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/22/2022] [Accepted: 08/27/2022] [Indexed: 11/30/2022] Open
Abstract
Multiple sclerosis (MS) is a complex demyelinating disease of the central nervous system, presenting with different clinical forms, including clinically isolated syndrome (CIS), which is a first clinical episode suggestive of demyelination. Several molecules have been proposed as prognostic biomarkers in MS. We aimed to perform a scoping review of the potential use of prognostic biomarkers in MS clinical practice. We searched MEDLINE up to 25 November 2021 for review articles assessing body fluid biomarkers for prognostic purposes, including any type of biomarkers, cell types and tissues. Original articles were obtained to confirm and detail the data reported by the review authors. We evaluated the reliability of the biomarkers based on the sample size used by various studies. Fifty-two review articles were included. We identified 110 molecules proposed as prognostic biomarkers. Only six studies had an adequate sample size to explore the risk of conversion from CIS to MS. These confirm the role of oligoclonal bands, immunoglobulin free light chain and chitinase CHI3L1 in CSF and of serum vitamin D in the prediction of conversion from CIS to clinically definite MS. Other prognostic markers are not yet explored in adequately powered samples. Serum and CSF levels of neurofilaments represent a promising biomarker.
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Petržalka M, Meluzínová E, Libertínová J, Mojžišová H, Hanzalová J, Ročková P, Elišák M, Kmetonyová S, Šanda J, Sobek O, Marusič P. IL-2, IL-6 and chitinase 3-like 2 might predict early relapse activity in multiple sclerosis. PLoS One 2022; 17:e0270607. [PMID: 35759479 PMCID: PMC9236235 DOI: 10.1371/journal.pone.0270607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Accepted: 06/13/2022] [Indexed: 11/19/2022] Open
Abstract
Background The possibility to better predict the severity of the disease in a patient newly diagnosed with multiple sclerosis would allow the treatment strategy to be personalized and lead to better clinical outcomes. Prognostic biomarkers are highly needed. Objective To assess the prognostic value of intrathecal IgM synthesis, cerebrospinal fluid and serum IL-2, IL-6, IL-10, chitinase 3-like 2 and neurofilament heavy chains obtained early after the onset of the disease. Methods 58 patients after the first manifestation of multiple sclerosis were included. After the initial diagnostic assessment including serum and cerebrospinal fluid biomarkers, all patients initiated therapy with either glatiramer acetate, teriflunomide, or interferon beta. To assess the evolution of the disease, we followed the patients clinically and with MRI for two years. Results The IL-2:IL-6 ratio (both in cerebrospinal fluid) <0.48 (p = 0.0028), IL-2 in cerebrospinal fluid ≥1.23pg/ml (p = 0.026), and chitinase 3-like 2 in cerebrospinal fluid ≥7900pg/ml (p = 0.033), as well as baseline EDSS ≥1.5 (p = 0.0481) and age <22 (p = 0.0312), proved to be independent markers associated with shorter relapse free intervals. Conclusion The IL-2:IL-6 ratio, IL-2, and chitinase 3-like 2 (all in cerebrospinal fluid) might be of value as prognostic biomarkers in early phases of multiple sclerosis.
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Affiliation(s)
- Marko Petržalka
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
- * E-mail:
| | - Eva Meluzínová
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Jana Libertínová
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Hana Mojžišová
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Jitka Hanzalová
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
- Second Faculty of Medicine, Department of Immunology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Petra Ročková
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Martin Elišák
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Silvia Kmetonyová
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Jan Šanda
- Second Faculty of Medicine, Department of Radiology, Charles University and Motol University Hospital, Prague, Czech Republic
| | - Ondřej Sobek
- Topelex sro, Laboratory for CSF, Neuroimmunology, Pathology and Special Diagnostics, Prague, Czech Republic
| | - Petr Marusič
- Second Faculty of Medicine, Department of Neurology, Charles University and Motol University Hospital, Prague, Czech Republic
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Pauwels A, Van Schependom J, Devolder L, Van Remoortel A, Nagels G, Bjerke M, D’hooghe MB. Plasma glial fibrillary acidic protein and neurofilament light chain in relation to disability worsening in multiple sclerosis. Mult Scler 2022; 28:1685-1696. [DOI: 10.1177/13524585221094224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Background: Predicting disability worsening in multiple sclerosis (MS) remains an important challenge. Glial fibrillary acidic protein (GFAP) and neurofilament light chain (NfL) seem promising biomarkers. Studies investigating blood GFAP in relation to longitudinal outcome measures in MS are scarce. Objective: To compare plasma-GFAP (p-GFAP) and plasma-NfL (p-NfL) levels in relation to sustained disability worsening. Methods: We measured baseline p-GFAP and p-NfL in a prospective cohort of 115 individuals with MS and 30 matched controls, using Single Molecule Array (Simoa). Disability worsening was defined as an increase in at least one of three measures (Expanded Disability Status Scale, Timed 25-foot walk, 9-Hole Peg test), confirmed after 6 months and persistent upon data closure. Results: In a multivariable Cox proportional-hazards model, p-GFAP was not significantly associated with sustained disability worsening after 4.40 ± 0.82 years, while p-NfL (HR = 1.046, p = 0.001), EDSS (HR = 1.24, p = 0.039), and disease duration (HR = 1.048, p = 0.017) were. Area under the curve of ROC curves in relation to worsening was 0.61 for p-GFAP ( p = 0.031) and 0.63 for p-NfL ( p = 0.015). Kaplan–Meier curves showed similar patterns for both proteins. Conclusion: p-NfL emerged as a significant explanatory variable for worsening in Cox regression analysis, and p-GFAP did not. Both p-GFAP and p-NfL were related to worsening based on ROC curves.
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Affiliation(s)
- Ayla Pauwels
- Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/Department of Neurology, Universitair Ziekenhuis Brussel, Jette, Belgium/Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium/VIB Center for Microbiology, Leuven, Belgium/National Multiple Sclerosis Center Melsbroek, Melsbroek, Belgium
| | - Jeroen Van Schependom
- Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/AIMS, Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/ETRO, Vrije Universiteit Brussel, Elsene, Belgium
| | - Lindsay Devolder
- Department of Microbiology, Immunology and Transplantation, Rega Institute for Medical Research, Katholieke Universiteit Leuven, Leuven, Belgium/VIB Center for Microbiology, Leuven, Belgium
| | | | - Guy Nagels
- Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/Department of Neurology, Universitair Ziekenhuis Brussel, Jette, Belgium/AIMS, Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/St Edmund Hall, University of Oxford, Oxford, UK
| | - Maria Bjerke
- Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/Clinical Neurochemistry Laboratory, Department of Clinical Biology, Vrije Universiteit Brussel, Universitair Ziekenhuis Brussel, Jette, Belgium
| | - Marie B D’hooghe
- Center for Neurosciences, Vrije Universiteit Brussel, Jette, Belgium/Department of Neurology, Universitair Ziekenhuis Brussel, Jette, Belgium/National Multiple Sclerosis Center Melsbroek, Melsbroek, Belgium
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8
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Update on Multiple Sclerosis Molecular Biomarkers to Monitor Treatment Effects. J Pers Med 2022; 12:jpm12040549. [PMID: 35455665 PMCID: PMC9024668 DOI: 10.3390/jpm12040549] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 03/27/2022] [Accepted: 03/28/2022] [Indexed: 12/04/2022] Open
Abstract
Multiple sclerosis (MS) is an inflammatory and neurodegenerative disease of the central nervous system characterized by broad inter- and intraindividual heterogeneity. The relapse rate, disability progression, and lesion load assessed through MRI are used to detect disease activity and response to treatment. Although it is possible to standardize these characteristics in larger patient groups, so far, this has been difficult to achieve in individual patients. Easily detectable molecular biomarkers can be powerful tools, permitting a tailored therapy approach for MS patients. However, only a few molecular biomarkers have been routinely used in clinical practice as the validation process, and their transfer into clinical practice takes a long time. This review describes the characteristics of an ideal MS biomarker, the challenges of establishing new biomarkers, and promising molecular biomarkers from blood or CSF samples used to monitor MS treatment effects in clinical practice.
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9
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Zveik O, Fainstein N, Rechtman A, Haham N, Ganz T, Lavon I, Brill L, Vaknin-Dembinsky A. Cerebrospinal fluid of progressive multiple sclerosis patients reduces differentiation and immune functions of oligodendrocyte progenitor cells. Glia 2022; 70:1191-1209. [PMID: 35266197 PMCID: PMC9314832 DOI: 10.1002/glia.24165] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Revised: 02/20/2022] [Accepted: 02/21/2022] [Indexed: 12/31/2022]
Abstract
Oligodendrocyte progenitor cells (OPCs) are responsible for remyelination in the central nervous system (CNS) in health and disease. For patients with multiple sclerosis (MS), remyelination is not always successful, and the mechanisms differentiating successful from failed remyelination are not well‐known. Growing evidence suggests an immune role for OPCs, in addition to their regenerative role; however, it is not clear if this helps or hinders the regenerative process. We studied the effect of cerebrospinal fluid (CSF) from relapsing MS (rMS) and progressive MS (pMS) patients on primary OPC differentiation and immune gene expression and function. We observed that CSF from either rMS or pMS patients has a differential effect on the ability of mice OPCs to differentiate into mature oligodendrocytes and to express immune functions. CSF of pMS patients impaired differentiation into mature oligodendrocytes. In addition, it led to decreased major histocompatibility complex class (MHC)‐II expression, tumor necrosis factor (TNF)‐α secretion, nuclear factor kappa‐B (NFκB) activation, and less activation and proliferation of T cells. Our findings suggest that OPCs are not only responsible for remyelination, but they may also play an active role as innate immune cells in the CNS.
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Affiliation(s)
- Omri Zveik
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Nina Fainstein
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Ariel Rechtman
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Nitzan Haham
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Tal Ganz
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Iris Lavon
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel.,Leslie and Michael Gaffin Center for Neuro-Oncology, Hadassah-Hebrew University Medical Center, Jerusalem, Israel
| | - Livnat Brill
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | - Adi Vaknin-Dembinsky
- Faculty of Medicine, Hebrew University of Jerusalem, Department of Neurology and Laboratory of Neuroimmunology, The Agnes-Ginges Center for Neurogenetics, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
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Temmerman J, Van Der Veken F, Engelborghs S, Guldolf K, Nagels G, Smeets D, Allemeersch GJ, Costers L, D’hooghe MB, Vanbinst AM, Van Schependom J, Bjerke M, D’haeseleer M. Brain Volume Loss Can Occur at the Rate of Normal Aging in Patients with Multiple Sclerosis Who Are Free from Disease Activity. J Clin Med 2022; 11:jcm11030523. [PMID: 35159972 PMCID: PMC8836909 DOI: 10.3390/jcm11030523] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Revised: 01/13/2022] [Accepted: 01/14/2022] [Indexed: 02/05/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory demyelinating and degenerative disorder of the central nervous system. Accelerated brain volume loss (BVL) has emerged as a promising magnetic resonance imaging marker (MRI) of neurodegeneration, correlating with present and future clinical disability. We have systematically selected MS patients fulfilling ‘no evidence of disease activity-3′ (NEDA-3) criteria under high-efficacy disease-modifying treatment (DMT) from the database of two Belgian MS centers. BVL between both MRI scans demarcating the NEDA-3 period was assessed and compared with a group of prospectively recruited healthy volunteers who were matched for age and gender. Annualized whole brain volume percentage change was similar between 29 MS patients achieving NEDA-3 and 24 healthy controls (−0.25 ± 0.49 versus −0.24 ± 0.20, p = 0.9992; median follow-up 21 versus 33 months; respectively). In contrast, we found a mean BVL increase of 72%, as compared with the former, in a second control group of MS patients (n = 21) whom had been excluded from the NEDA-3 group due to disease activity (p = 0.1371). Our results suggest that neurodegeneration in MS can slow down to the rate of normal aging once inflammatory disease activity has been extinguished and advocate for an early introduction of high-efficacy DMT to reduce the risk of future clinical disability.
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Affiliation(s)
- Joke Temmerman
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Department of Biomedical Sciences, Institute Born-Bunge, Universiteit Antwerpen, Universiteitsplein 1, 2610 Antwerp, Belgium
| | - Floris Van Der Veken
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
| | - Sebastiaan Engelborghs
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Department of Biomedical Sciences, Institute Born-Bunge, Universiteit Antwerpen, Universiteitsplein 1, 2610 Antwerp, Belgium
| | - Kaat Guldolf
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Department of Neurology, Onze-Lieve-Vrouw Ziekenhuis, Moorselbaan 164, 9300 Aalst, Belgium
| | - Guy Nagels
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Icometrix, Kolonel Begaultlaan 1b, 3012 Leuven, Belgium
| | - Dirk Smeets
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Icometrix, Kolonel Begaultlaan 1b, 3012 Leuven, Belgium
| | - Gert-Jan Allemeersch
- Department of Radiology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (G.-J.A.); (A.-M.V.)
| | - Lars Costers
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Icometrix, Kolonel Begaultlaan 1b, 3012 Leuven, Belgium
| | - Marie B. D’hooghe
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Nationaal Multiple Sclerose Centrum (NMSC), Vanheylenstraat 16, 1820 Melsbroek, Belgium
| | - Anne-Marie Vanbinst
- Department of Radiology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (G.-J.A.); (A.-M.V.)
| | - Jeroen Van Schependom
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Department of Electronics and Informatics (ETRO), Vrije Universiteit Brussel (VUB), Pleinlaan 2, 1050 Brussels, Belgium
| | - Maria Bjerke
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Department of Biomedical Sciences, Institute Born-Bunge, Universiteit Antwerpen, Universiteitsplein 1, 2610 Antwerp, Belgium
- Laboratory of Clinical Neurochemistry, Department of Clinical Biology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium
| | - Miguel D’haeseleer
- Department of Neurology, Universitair Ziekenhuis Brussel (UZ Brussel), Laarbeeklaan 101, 1090 Brussels, Belgium; (J.T.); (F.V.D.V.); (S.E.); (K.G.); (G.N.); (M.B.D.)
- Center for Neurosciences (C4N), NEUR and AIMS, Vrije Universiteit Brussel (VUB), Laarbeeklaan 103, 1090 Brussel, Belgium; (D.S.); (L.C.); (J.V.S.); (M.B.)
- Nationaal Multiple Sclerose Centrum (NMSC), Vanheylenstraat 16, 1820 Melsbroek, Belgium
- Correspondence:
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11
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Kouchaki E, Dashti F, Mirazimi SMA, Alirezaei Z, Jafari SH, Hamblin MR, Mirzaei H. Neurofilament light chain as a biomarker for diagnosis of multiple sclerosis. EXCLI JOURNAL 2021; 20:1308-1325. [PMID: 34602928 PMCID: PMC8481790 DOI: 10.17179/excli2021-3973] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Accepted: 07/22/2021] [Indexed: 12/16/2022]
Abstract
The treatments for multiple sclerosis (MS) have improved over the past 25 years, but now the main question for physicians is deciding who should receive treatment, for how long, and when to switch to other options. These decisions are typically based on treatment tolerance and a reasonable expectation of long-term efficacy. A significant unmet need is the lack of accurate laboratory measurements for diagnosis, and monitoring of treatment response, including deterioration and disease progression. There are few validated biomarkers for MS, and in practice, physicians employ two biomarkers discovered fifty years ago for MS diagnosis, often in combination with MRI scans. These biomarkers are intrathecal IgG and oligoclonal bands in the CSF (cerebrospinal fluid). Neurofilament light chain (NfL) is a relatively new biomarker for MS diagnosis and follow up. Neurofilaments are neuron-specific cytoskeleton proteins that can be measured in various body compartments. NfL is a new biomarker for MS that can be measured in serum samples, but this still needs further study to specify the laboratory cut-off values in clinical practice. In the present review we discuss the evidence for NfL as a reliable biomarker for the early detection and management of MS. Moreover, we highlight the correlation between MRI and NfL, and ask whether they can be combined.
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Affiliation(s)
- Ebrahim Kouchaki
- MS Fellowship, Department of Neurology, School of Medicine, Physiology Research Center, Kashan University of Medical Sciences, Kashan, Iran
| | - Fatemeh Dashti
- School of Medicine, Kashan University of Medical Sciences, Kashan, Iran.,Student Research Committee, Kashan University of Medical Sciences, Kashan, Iran
| | - Seyed Mohammad Ali Mirazimi
- School of Medicine, Kashan University of Medical Sciences, Kashan, Iran.,Student Research Committee, Kashan University of Medical Sciences, Kashan, Iran
| | - Zahra Alirezaei
- Department of Medical Physics, School of Medicine, Isfahan University of Medical Sciences, Isfahan, Iran.,Paramedical School, Bushehr University of Medical Sciences, Bushehr, Iran
| | - Seyed Hamed Jafari
- Medical Imaging Research Center, Shiraz University of Medical Sciences, Shiraz, Iran.,School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Michael R Hamblin
- Laser Research Centre, Faculty of Health Science, University of Johannesburg, Doornfontein 2028, South Africa
| | - Hamed Mirzaei
- Research Center for Biochemistry and Nutrition in Metabolic Diseases, Institute for Basic Sciences, Kashan University of Medical Sciences, Kashan, IR, Iran
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12
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Pukoli D, Polyák H, Rajda C, Vécsei L. Kynurenines and Neurofilament Light Chain in Multiple Sclerosis. Front Neurosci 2021; 15:658202. [PMID: 34113231 PMCID: PMC8185147 DOI: 10.3389/fnins.2021.658202] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2021] [Accepted: 04/29/2021] [Indexed: 12/30/2022] Open
Abstract
Multiple sclerosis is an autoimmune, demyelinating, and neurodegenerative disease of the central nervous system. In recent years, it has been proven that the kynurenine system plays a significant role in the development of several nervous system disorders, including multiple sclerosis. Kynurenine pathway metabolites have both neurotoxic and neuroprotective effects. Moreover, the enzymes of the kynurenine pathway play an important role in immunomodulation processes, among others, as well as interacting with neuronal energy balance and various redox reactions. Dysregulation of many of the enzymatic steps in kynurenine pathway and upregulated levels of these metabolites locally in the central nervous system, contribute to the progression of multiple sclerosis pathology. This process can initiate a pathogenic cascade, including microglia activation, glutamate excitotoxicity, chronic oxidative stress or accumulated mitochondrial damage in the axons, that finally disrupt the homeostasis of neurons, leads to destabilization of neuronal cell cytoskeleton, contributes to neuro-axonal damage and neurodegeneration. Neurofilaments are good biomarkers of the neuro-axonal damage and their level reliably indicates the severity of multiple sclerosis and the treatment response. There is increasing evidence that connections exist between the molecules generated in the kynurenine metabolic pathway and the change in neurofilament concentrations. Thus the alterations in the kynurenine pathway may be an important biomarker of the course of multiple sclerosis. In our present review, we report the possible relationship and connection between neurofilaments and the kynurenine system in multiple sclerosis based on the available evidences.
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Affiliation(s)
- Dániel Pukoli
- Department of Neurology, Faculty of Medicine, University of Szeged, Szeged, Hungary.,Department of Neurology, Vaszary Kolos Hospital, Esztergom, Hungary
| | - Helga Polyák
- Department of Neurology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - Cecilia Rajda
- Department of Neurology, Faculty of Medicine, University of Szeged, Szeged, Hungary
| | - László Vécsei
- Department of Neurology, Faculty of Medicine, University of Szeged, Szeged, Hungary.,MTA-SZTE Neuroscience Research Group, Department of Neurology, Faculty of Medicine, Interdisciplinary Excellence Centre, University of Szeged, Szeged, Hungary
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13
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Ferreira-Atuesta C, Reyes S, Giovanonni G, Gnanapavan S. The Evolution of Neurofilament Light Chain in Multiple Sclerosis. Front Neurosci 2021; 15:642384. [PMID: 33889068 PMCID: PMC8055958 DOI: 10.3389/fnins.2021.642384] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 03/17/2021] [Indexed: 12/18/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune, inflammatory neurodegenerative disease of the central nervous system characterized by demyelination and axonal damage. Diagnosis and prognosis are mainly assessed through clinical examination and neuroimaging. However, more sensitive biomarkers are needed to measure disease activity and guide treatment decisions in MS. Prompt and individualized management can reduce inflammatory activity and delay disease progression. Neurofilament Light chain (NfL), a neuron-specific cytoskeletal protein that is released into the extracellular fluid following axonal injury, has been identified as a biomarker of disease activity in MS. Measurement of NfL levels can capture the extent of neuroaxonal damage, especially in early stages of the disease. A growing body of evidence has shown that NfL in cerebrospinal fluid (CSF) and serum can be used as reliable indicators of prognosis and treatment response. More recently, NfL has been shown to facilitate individualized treatment decisions for individuals with MS. In this review, we discuss the characteristics that make NfL a highly informative biomarker and depict the available technologies used for its measurement. We further discuss the growing role of serum and CSF NfL in MS research and clinical settings. Finally, we address some of the current topics of debate regarding the use of NfL in clinical practice and examine the possible directions that this biomarker may take in the future.
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Affiliation(s)
- Carolina Ferreira-Atuesta
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, United States.,Department of Neurology, Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia
| | - Saúl Reyes
- Department of Neurology, Hospital Universitario Fundación Santa Fe de Bogotá, Bogotá, Colombia.,The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom
| | - Gavin Giovanonni
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom.,Department of Neurology, The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
| | - Sharmilee Gnanapavan
- The Blizard Institute, Barts and The London School of Medicine and Dentistry, Queen Mary University of London, London, United Kingdom.,Department of Neurology, The Royal London Hospital, Barts Health NHS Trust, London, United Kingdom
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14
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Sungura R, Onyambu C, Mpolya E, Sauli E, Vianney JM. The extended scope of neuroimaging and prospects in brain atrophy mitigation: A systematic review. INTERDISCIPLINARY NEUROSURGERY 2021. [DOI: 10.1016/j.inat.2020.100875] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
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15
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Verduyn C, Bjerke M, Duerinck J, Engelborghs S, Peers K, Versijpt J, D'haeseleer M. CSF and Blood Neurofilament Levels in Athletes Participating in Physical Contact Sports: A Systematic Review. Neurology 2021; 96:705-715. [PMID: 33637627 DOI: 10.1212/wnl.0000000000011750] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 01/15/2021] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVE To evaluate whether participating in physical contact sports is associated with a release of neurofilaments and whether such release is related to future clinical neurologic and/or psychiatric impairment. METHODS We performed a systematic review of the PubMed, MEDLINE, and Cochrane Library databases using a combination of the search terms neurofilament(s)/intermediate filament and sport(s)/athletes. Original studies, written in English, reporting on neurofilaments in CSF and/or serum/plasma of contact sport athletes were included. This review was conducted following the Preferred Reporting Items for Systematic Review and Analyses guidelines. RESULTS Eighteen studies in 8 different contact sports (i.e., boxing, American football, ice hockey, soccer, mixed martial arts, lacrosse, rugby, and wrestling) matched our criteria. Elevated light chain neurofilament (NfL) levels were described in 13/18 cohorts. Most compelling evidence was present in boxing and American football, where exposure-related increases were appreciable at the intraindividual level (up to 4.1- and 2.0-fold, respectively) in well-defined groups. Differences in exposure severity (including previous cumulative effects), sampling/measurement time points (with regard to expected peak values), and definitions of the baseline setting are considered as main contributors to the variability in findings. No studies were encountered that have investigated the relationship with the targeted clinical end points; therefore no NfL cutoffs exist that are associated with a poor outcome. CONCLUSION NfL release can be seen, as a potential marker of neuronal brain damage, in participants of physical contact sports, particularly boxing and American football. The exact significance regarding the risk for future clinical impairment remains to be elucidated.
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Affiliation(s)
- Carl Verduyn
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium.
| | - Maria Bjerke
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Johnny Duerinck
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Sebastiaan Engelborghs
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Koenraad Peers
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Jan Versijpt
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
| | - Miguel D'haeseleer
- From the Department of Physical Medicine and Rehabilitation (C.V., K.P.), Universitair Ziekenhuis Leuven; Katholieke Universiteit Leuven; Center for Neurosciences (M.B., J.D., S.E., J.V., M.D.), Vrije Universiteit Brussel; Reference Center for Biological Markers of Dementia (M.B., S.E.), Institute Born-Bunge, Universiteit Antwerpen; Neurochemistry Laboratory (M.B.), Department of Clinical Biology, Universitair Ziekenhuis Brussel; Department of Neurosurgery (J.D.), Universitair Ziekenhuis Brussel; Department of Neurology (S.E., J.V., M.D.), Universitair Ziekenhuis Brussel; and Nationaal Multiple Sclerose Centrum (M.D.); Melsbroek, Belgium
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16
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Verberk IMW, Koel-Simmelink M, Twaalfhoven H, Vrenken H, Korth C, Killestein J, Teunissen CE, Bridel C. Ultrasensitive immunoassay allows measurement of serum neurofilament heavy in multiple sclerosis. Mult Scler Relat Disord 2021; 50:102840. [PMID: 33626430 DOI: 10.1016/j.msard.2021.102840] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2021] [Revised: 02/05/2021] [Accepted: 02/07/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Neurofilament heavy (NfH) is a promising biomarker for neuro-axonal damage in Multiple Sclerosis (MS). We compared the performance of high-sensitivity serum-NfH immunoassays, with as aim to investigate the value of serum-NfH as biomarker for MS. METHODS We measured serum-NfH in 76 MS patients with Simoa (one commercial, one in-house) or Luminex assays. Serum-NfH measured by the immunoassay with greatest sensitivity was related to clinical and radiological outcomes with age and sex-adjusted linear regression analysis, and to biological outcomes cerebrospinal fluid (CSF)-NfH, serum neurofilament light (NfL) and CSF-NfL with Spearman's correlation analysis. RESULTS With the commercial Simoa assay, we obtained 100% serum-NfH detectability (in-house Simoa: 70%, Luminex: 61%), with lowest coefficient of variation (CV) between duplicates of 11%CV (in-house Simoa: 22%CV, Luminex: 30%CV). Serum-NfH quantified with the commercial Simoa assay was associated with disease duration (standardized beta (sβ) = 0.28, p = 0.034), T2 lesion volume (sβ = 0.23, p = 0.041), and tended to associate with black hole count (sβ = 0.21, p = 0.084) but not with Expanded Disease Disability Score (EDSS) or normalized brain volume (all: p>0.10). Furthermore, serum-NfH showed correlations with CSF-NfH (rho = 0.27, p = 0.018) and serum-NfL (rho=0.44, p < 0.001), but not with CSF-NfL. CONCLUSIONS Serum-NfH can be quantified with high-sensitivity technology. Cross-sectionally, we observed some weak correlations of serum-NfH with MS disease burden parameters, suggesting there might be some utility for serum-NfH as biomarker for MS disease burden.
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Affiliation(s)
- Inge M W Verberk
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands.
| | - Marleen Koel-Simmelink
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | - Harry Twaalfhoven
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | - Hugo Vrenken
- Department of Radiology, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | - Carsten Korth
- Department of Neuropathology, Heinrich Heine University Düsseldorf, Düsseldorf, Germany
| | - Joep Killestein
- Multiple Sclerosis center Amsterdam, Department of neurology, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands
| | - Claire Bridel
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC, Amsterdam, The Netherlands; Department of Clinical Neurosciences, Neurology Unit, Geneva University Hospital, Geneva, Switzerland
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17
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Tauil CB, Rocha-Lima AD, Ferrari BB, Silva FMD, Machado LA, Ramari C, Brandão CO, Santos LMBD, Santos-Neto LLD. Depression and anxiety disorders in patients with multiple sclerosis: association with neurodegeneration and neurofilaments. ACTA ACUST UNITED AC 2021; 54:e10428. [PMID: 33470393 PMCID: PMC7812914 DOI: 10.1590/1414-431x202010428] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 09/30/2020] [Indexed: 11/22/2022]
Abstract
There is increasing evidence that neurofilament light chain (NF-L) can be considered as a biomarker for neuro-axonal damage. This polypeptide can be released into the cerebrospinal fluid (CSF) and the blood, where it can be quantified. The concentration of NF-L is elevated in patients with multiple sclerosis (MS) and psychiatric disorders. We aimed to investigate the NF-L levels in the CSF from treated MS patients and the relationship with depression or anxiety. The study involved three groups: control group (individuals without inflammation), the relapse-remitting multiple sclerosis (RRMS)-untreated group, and the RRMS-Fingo group (RRMS patients who were treated with fingolimod). MS disability was assessed by the Expanded Disability Status Scale, and depression and anxiety were evaluated by a neuropsychologist, using the Hospital Anxiety and Depression Scale, the Beck Depression Inventory-II, and the Beck Anxiety Inventory. Individual CSF samples were collected to measure NF-L levels. The results of the statistical analysis on levels of NF-L in the CSF of control subjects, RRMS-untreated patients, and RRMS-Fingo patients were significant. The relationship between depression and anxiety in RRMS-Fingo patients and NF-L levels was not statistically significant. In conclusion, MS events such as anxiety and depression appear to contribute to the onset of clinical relapses, subclinical cases, and neurodegeneration.
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Affiliation(s)
- C B Tauil
- Departamento de Ciências Médicas, Universidade de Brasília, Brasília, DF, Brasil
| | - A D Rocha-Lima
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Unidade de Neuroimunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - B B Ferrari
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Unidade de Neuroimunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - F M da Silva
- Departamento de Psicologia, Hospital de Base de Brasília, Brasília, DF, Brasil
| | - L A Machado
- Departamento de Psicologia, Hospital de Base de Brasília, Brasília, DF, Brasil
| | - C Ramari
- Departamento de Ciências Médicas, Universidade de Brasília, Brasília, DF, Brasil
| | - C O Brandão
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Unidade de Neuroimunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - L M B Dos Santos
- Departamento de Genética, Evolução, Microbiologia e Imunologia, Unidade de Neuroimunologia, Instituto de Biologia, Universidade Estadual de Campinas, Campinas, SP, Brasil
| | - L L Dos Santos-Neto
- Departamento de Ciências Médicas, Universidade de Brasília, Brasília, DF, Brasil
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18
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Berger T, Adamczyk-Sowa M, Csépány T, Fazekas F, Fabjan TH, Horáková D, Ledinek AH, Illes Z, Kobelt G, Jazbec SŠ, Klímová E, Leutmezer F, Rejdak K, Rozsa C, Sellner J, Selmaj K, Štouracˇ P, Szilasiová J, Turcˇáni P, Vachová M, Vanecková M, Vécsei L, Havrdová EK. Factors influencing daily treatment choices in multiple sclerosis: practice guidelines, biomarkers and burden of disease. Ther Adv Neurol Disord 2020; 13:1756286420975223. [PMID: 33335562 PMCID: PMC7724259 DOI: 10.1177/1756286420975223] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2020] [Accepted: 10/23/2020] [Indexed: 12/23/2022] Open
Abstract
At two meetings of a Central European board of multiple sclerosis (MS) experts in
2018 and 2019 factors influencing daily treatment choices in MS, especially
practice guidelines, biomarkers and burden of disease, were discussed. The
heterogeneity of MS and the complexity of the available treatment options call
for informed treatment choices. However, evidence from clinical trials is
generally lacking, particularly regarding sequencing, switches and escalation of
drugs. Also, there is a need to identify patients who require highly efficacious
treatment from the onset of their disease to prevent deterioration. The recently
published European Committee for the Treatment and Research in Multiple
Sclerosis/European Academy of Neurology clinical practice guidelines on
pharmacological management of MS cover aspects such as treatment efficacy,
response criteria, strategies to address suboptimal response and safety concerns
and are based on expert consensus statements. However, the recommendations
constitute an excellent framework that should be adapted to local regulations,
MS center capacities and infrastructure. Further, available and emerging
biomarkers for treatment guidance were discussed. Magnetic resonance imaging
parameters are deemed most reliable at present, even though complex assessment
including clinical evaluation and laboratory parameters besides imaging is
necessary in clinical routine. Neurofilament-light chain levels appear to
represent the current most promising non-imaging biomarker. Other immunological
data, including issues of immunosenescence, will play an increasingly important
role for future treatment algorithms. Cognitive impairment has been recognized
as a major contribution to MS disease burden. Regular evaluation of cognitive
function is recommended in MS patients, although no specific disease-modifying
treatment has been defined to date. Finally, systematic documentation of
real-life data is recognized as a great opportunity to tackle unresolved daily
routine challenges, such as use of sequential therapies, but requires joint
efforts across clinics, governments and pharmaceutical companies.
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Affiliation(s)
- Thomas Berger
- Department of Neurology, Medical University of Vienna, Waehringer Guertel 18-20, Vienna 1090, Austria
| | - Monika Adamczyk-Sowa
- Department of Neurology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia in Katowice, Poland
| | - Tünde Csépány
- Department of Neurology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Franz Fazekas
- Department of Neurology, Medical University of Graz, Graz, Austria
| | - Tanja Hojs Fabjan
- Department of Neurology, University Medical Centre Maribor, Maribor, Slovenia
| | - Dana Horáková
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | | | - Zsolt Illes
- Department of Neurology, University of Southern Denmark, Odense, Denmark
| | | | - Saša Šega Jazbec
- Department of Neurology, University Clinical Centre Ljubljana, Ljubljana, Slovenia
| | - Eleonóra Klímová
- Department of Neurology, University of Prešov and Teaching Hospital of J. A. Reiman, Prešov, Slovakia
| | - Fritz Leutmezer
- Department of Neurology, Medical University of Vienna, Vienna, Austria
| | - Konrad Rejdak
- Department of Neurology, Medical University of Lublin, Lublin, Poland
| | - Csilla Rozsa
- Department of Neurology, Jahn Ferenc Dél-pesti Hospital, Budapest, Hungary
| | - Johann Sellner
- Department of Neurology, Landesklinikum Mistelbach-Gänserndorf, Mistelbach, Austria, and Department of Neurology, Christian Doppler Medical Center, Paracelsus Medical University, Salzburg, Austria
| | - Krzysztof Selmaj
- Department of Neurology, University of Warmia-Mazury, Olsztyn, Poland
| | - Pavel Štouracˇ
- Department of Neurology, Masaryk University, Brno, Czech Republic
| | - Jarmila Szilasiová
- Department of Neurology, P. J. Šafárik University Košice and University Hospital of L. Pasteur Košice, Slovakia
| | - Peter Turcˇáni
- Department of Neurology, Comenius University, Bratislava, Slovakia
| | | | - Manuela Vanecková
- Department of Radiology, MRI Unit, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
| | - László Vécsei
- Department of Neurology and MTA-SZTE Neuroscience Research Group, University of Szeged, Szeged, Hungary
| | - Eva Kubala Havrdová
- Department of Neurology and Center of Clinical Neuroscience, First Faculty of Medicine, Charles University and General University Hospital, Prague, Czech Republic
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Schneider R, Bellenberg B, Gisevius B, Hirschberg S, Sankowski R, Prinz M, Gold R, Lukas C, Haghikia A. Chitinase 3-like 1 and neurofilament light chain in CSF and CNS atrophy in MS. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2020; 8:8/1/e906. [PMID: 33172960 PMCID: PMC7713721 DOI: 10.1212/nxi.0000000000000906] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/04/2020] [Accepted: 09/11/2020] [Indexed: 12/12/2022]
Abstract
Objective To investigate cross-sectional associations of CSF levels of neurofilament light chain (NfL) and of the newly emerging marker chitinase 3–like protein 1 (CHI3L1) with brain and spinal cord atrophy, which are established MRI markers of disease activity in MS, to study CHI3L1 and NfL in relapsing (RMS) and progressive MS (PMS), and to assess the expression of CHI3L1 in different cell types. Methods In a single-center study, 131 patients with MS (42 RMS and 89 PMS) were assessed for NfL and CHI3L1 concentrations in CSF, MRI-based spinal cord and brain volumetry, MS subtype, age, disease duration, and disability. We included 42 matched healthy controls receiving MRI. CHI3L1 expression of human brain cell types was examined in 2 published single-cell RNA sequencing data sets. Results CHI3L1 was associated with spinal cord volume (B = −1.07, 95% CI −2.04 to −0.11, p = 0.029) but not with brain volumes. NfL was associated with brain gray matter (B = −7.3, 95% CI −12.0 to −2.7, p = 0.003) but not with spinal cord volume. CHI3L1 was suitable to differentiate between progressive or relapsing MS (p = 0.015, OR 1.0103, CI for OR 1.002–1.0187), and its gene expression was found in MS-associated microglia and macrophages and in astrocytes of MS brains. Conclusions NfL and CHI3L1 in CSF were differentially related to brain and spinal cord atrophy. CSF CHI3L1 was associated with spinal cord volume loss and was less affected than NfL by disease duration and age, whereas CSF NfL was associated with brain gray matter atrophy. CSF NfL and CHI3L1 measurement provides complementary information regarding brain and spinal cord volumes. Classification of evidence This study provides Class II evidence that CSF CHI3L1 is associated with spinal cord volume loss and that CSF NfL is associated with gray matter atrophy.
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Affiliation(s)
- Ruth Schneider
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany.
| | - Barbara Bellenberg
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Barbara Gisevius
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Sarah Hirschberg
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Roman Sankowski
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Marco Prinz
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Ralf Gold
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Carsten Lukas
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
| | - Aiden Haghikia
- From the Department of Neurology (R. Schneider, B.G., S.H., R.G., A.H.), Institute of Neuroradiology (R. Schneider, B.B., C.L.), and Department of Radiology and Nuclear Medicine (C.L.), St. Josef Hospital, Ruhr University Bochum; Institute of Neuropathology (R. Sankowski, M.P.), Medical Faculty, Signalling Research Centers BIOSS and CIBSS (M.P.), and Center for Basics in NeuroModulation (NeuroModulBasics) (M.P.), Faculty of Medicine, University of Freiburg, Germany
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20
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van Kempen ZLE, Kryscio RJ, Dalla Costa G. Serum neurofilament light as a prognostic marker for MS disability: Are we there yet? Neurology 2020; 94:1013-1014. [PMID: 32434864 DOI: 10.1212/wnl.0000000000009576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Affiliation(s)
- Zoé Léonie Elise van Kempen
- From the Department of Neurology (Z.L.E.K.), Amsterdam Neuroscience, Amsterdam MS Center, Amsterdam University Medical Centers, Vrije Universiteit, the Netherlands; Department of Statistics, Department of Biostatistics (R.J.K.), the Sanders Brown Center on Aging, University of Kentucky, Lexington; and Institute of Experimental Neurology (G.D.C.), San Raffaele Hospital, Milan, Italy.
| | - Richard John Kryscio
- From the Department of Neurology (Z.L.E.K.), Amsterdam Neuroscience, Amsterdam MS Center, Amsterdam University Medical Centers, Vrije Universiteit, the Netherlands; Department of Statistics, Department of Biostatistics (R.J.K.), the Sanders Brown Center on Aging, University of Kentucky, Lexington; and Institute of Experimental Neurology (G.D.C.), San Raffaele Hospital, Milan, Italy
| | - Gloria Dalla Costa
- From the Department of Neurology (Z.L.E.K.), Amsterdam Neuroscience, Amsterdam MS Center, Amsterdam University Medical Centers, Vrije Universiteit, the Netherlands; Department of Statistics, Department of Biostatistics (R.J.K.), the Sanders Brown Center on Aging, University of Kentucky, Lexington; and Institute of Experimental Neurology (G.D.C.), San Raffaele Hospital, Milan, Italy
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21
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Manouchehrinia A, Stridh P, Khademi M, Leppert D, Barro C, Michalak Z, Benkert P, Lycke J, Alfredsson L, Kappos L, Piehl F, Olsson T, Kuhle J, Kockum I. Plasma neurofilament light levels are associated with risk of disability in multiple sclerosis. Neurology 2020; 94:e2457-e2467. [PMID: 32434867 PMCID: PMC7455371 DOI: 10.1212/wnl.0000000000009571] [Citation(s) in RCA: 61] [Impact Index Per Article: 15.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2019] [Accepted: 12/27/2019] [Indexed: 12/31/2022] Open
Abstract
Objective To investigate the association between plasma neurofilament light chain (pNfL) levels and the risk of developing sustained disability worsening. Methods Concentrations of pNfL were determined in 4,385 persons with multiple sclerosis (MS) and 1,026 randomly selected population-based sex- and age-matched controls using the highly sensitive Single Molecule Array (SimoaTM) NF-Light Advantage Kit. We assessed the impact of age-stratified pNfL levels above the 80th, 95th, and 99th percentiles among controls on the risk of Expanded Disability Status Scale (EDSS) worsening within the following year and reaching sustained EDSS scores of 3.0, 4.0, and 6.0 and conversion to secondary progressive multiple sclerosis (SPMS). Results The median (interquartile range [IQR]) pNfL was 7.5 (4.1) pg/mL in controls and 11.4 (9.6) pg/mL in MS (p < 0.001). The median (IQR) duration of follow-up was 5 (5.1) years. High pNfL was associated with increased adjusted rates of EDSS worsening ranging between 1.4 (95% confidence intervals [CIs]: 1.1–1.8) and 1.7 (95% CI: 1.4–2.3). High pNfL was also associated with the risk of reaching a sustained EDSS score of 3.0, with adjusted rates ranging between 1.5 (95% CI: 1.2–1.8) and 1.55 (95% CI: 1.3–1.8) over all percentile cutoffs (all p < 0.001). Similar increases were observed for the risk of sustained EDSS score 4.0. In contrast, the risk of reaching sustained EDSS score 6.0 and conversion to SPMS was not consistently significant. Conclusions Elevated pNfL levels at early stages of MS are associated with an increased risk of reaching sustained disability worsening. Hence, pNfL may serve as a prognostic tool to assess the risk of developing permanent disability in MS.
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Affiliation(s)
- Ali Manouchehrinia
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden.
| | - Pernilla Stridh
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Mohsen Khademi
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - David Leppert
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Christian Barro
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Zuzanna Michalak
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Pascal Benkert
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Jan Lycke
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Lars Alfredsson
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Ludwig Kappos
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Fredrik Piehl
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Tomas Olsson
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Jens Kuhle
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Ingrid Kockum
- From the Department of Clinical Neuroscience (A.M., P.S., M.K., F.P., T.O., I.K.), The Karolinska Neuroimmunology & Multiple Sclerosis Centre, Karolinska Institutet; Centre for Molecular Medicine (A.M., P.S., M.K., F.P., T.O., I.K.), Karolinska University Hospital, Stockholm, Sweden; Departments of Medicine, Biomedicine, and Clinical Research (D.L., C.B., Z.M., L.K., J.K.), Neurologic Clinic and Policlinic, University Hospital Basel, University of Basel; Clinical Trial Unit (P.B.), Department of Clinical Research, University Hospital Basel, University of Switzerland; Institution of Neuroscience and Physiology (J.L.), Sahlgrenska Academy, University of Gothenburg, Gothenburg; Institute of Environmental Medicine (L.A.), Karolinska Institutet, Stockholm; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
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Cerebrospinal Fluid Neurofilament Light Chain Is Associated with Kynurenine Pathway Metabolite Changes in Multiple Sclerosis. Int J Mol Sci 2020; 21:ijms21082665. [PMID: 32290514 PMCID: PMC7216195 DOI: 10.3390/ijms21082665] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2020] [Revised: 04/02/2020] [Accepted: 04/08/2020] [Indexed: 12/13/2022] Open
Abstract
Neurofilament light (NFL) has proved to be a good prognostic factor in multiple sclerosis (MS), as its level is proportionally elevated with extended neuraxonal damage. The involvement of the kynurenine pathway in neuroinflammation has been proved. The precursor of this pathway is the essential amino acid tryptophan, which is catabolized 95% towards kynurenine metabolites. Quinolinic acid (QUIN) within the brain is only produced in activated microglia and macrophages, leading to axonal degeneration via the activation of N-Methyl-D-aspartate receptors. Neopterin is a biomarker for inflammation produced by macrophages. The association of these biomarkers has not previously been investigated. Our aim was to assess whether there is an association of the neurodegenerative biomarker NFL with the markers of neuroinflammation, e.g., kynurenine metabolites and neopterin, in the cerebrospinal fluid (CSF). CSF samples of patients with MS (pwMS; n = 37) and age-matched controls (n = 22) were compared for NFL levels by ELISA, while the kynurenine pathway metabolites tryptophan and neopterin were detected with mass spectrometry. Spearman’s correlation showed that NFL is an independent predictor of neurological disability in the MS group. Significant correlations were found between NFL, neopterin, and QUIN, and between kynurenine and neopterin. Receiver operating characteristic (ROC) curve analysis was used to plot the top three best predictors of MS-related disability that yielded the best specificity and sensitivity. Normalized NFL (AUC: 0.923), QUIN (AUC: 0.803), and neopterin (AUC: 0.843) were the best independent predictors of neurological disability in pwMS. The CSF NFL and CSF QUIN, together with neopterin, were elevated in the CSF of pwMS compared to controls. The combination of the neurodegenerative biomarkers together with biomarkers of neuroinflammation could provide additional information on the underlying pathomechanism of disease activity, which is essential for the identification of patients at risk of developing cumulative disabilities.
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23
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Srpova B, Uher T, Hrnciarova T, Barro C, Andelova M, Michalak Z, Vaneckova M, Krasensky J, Noskova L, Havrdova EK, Kuhle J, Horakova D. Serum neurofilament light chain reflects inflammation-driven neurodegeneration and predicts delayed brain volume loss in early stage of multiple sclerosis. Mult Scler 2020; 27:52-60. [DOI: 10.1177/1352458519901272] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: Serum neurofilament light chain (sNfL) is a marker of neuroaxonal injury. There is a lack of studies investigating the dynamics of relationships between sNfL levels and radiological disease activity over long-term follow-up in multiple sclerosis (MS). Objectives: To investigate the relationship among repeated measures of sNfL, lesion burden accumulation, brain volume loss and clinical measures. Methods: We investigated 172 patients in the early stages of MS (McDonald 2017 criteria). Clinical exams were performed every 3 months and brain magnetic resonance imaging (MRI) scans were collected annually over 48 months. sNfL levels were measured in serum by Simoa assay at the time of treatment initiation and then annually over 36 months. Results: In repeated-measures analysis, considering all time points, we found a strong relationship between percentage changes of sNfL and lesion burden accumulation assessed by T1 lesion volume ( p < 0.001) and T2 lesion number ( p < 0.001). There was no relationship between percentage changes of sNfL and brain volume loss over 36 months ( p > 0.1). Early sNfL levels were associated with delayed brain volume loss after 48 months ( p < 0.001). Patients with No Evidence of Disease Activity (NEDA-3) status showed lower sNfL levels compared with active MS patients. Conclusions: sNfL is associated with ongoing neuroinflammation and predictive of future neurodegeneration in early MS.
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Affiliation(s)
- Barbora Srpova
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Tomas Uher
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Tereza Hrnciarova
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Christian Barro
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Michaela Andelova
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Zuzanna Michalak
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Manuela Vaneckova
- Department of Radiology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jan Krasensky
- Department of Radiology, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Libuse Noskova
- Institute of Medical Biochemistry and Laboratory Diagnostics, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Eva Kubala Havrdova
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Dana Horakova
- Department of Neurology and Center of Clinical Neuroscience, General University Hospital and First Faculty of Medicine, Charles University, Prague, Czech Republic
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24
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Van Schependom J, Guldolf K, D'hooghe MB, Nagels G, D'haeseleer M. Detecting neurodegenerative pathology in multiple sclerosis before irreversible brain tissue loss sets in. Transl Neurodegener 2019; 8:37. [PMID: 31827784 PMCID: PMC6900860 DOI: 10.1186/s40035-019-0178-4] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 11/07/2019] [Indexed: 12/29/2022] Open
Abstract
Background Multiple sclerosis (MS) is a complex chronic inflammatory and degenerative disorder of the central nervous system. Accelerated brain volume loss, or also termed atrophy, is currently emerging as a popular imaging marker of neurodegeneration in affected patients, but, unfortunately, can only be reliably interpreted at the time when irreversible tissue damage likely has already occurred. Timing of treatment decisions based on brain atrophy may therefore be viewed as suboptimal. Main body This Narrative Review focuses on alternative techniques with the potential of detecting neurodegenerative events in the brain of subjects with MS prior to the atrophic stage. First, metabolic and molecular imaging provide the opportunity to identify early subcellular changes associated with energy dysfunction, which is an assumed core mechanism of axonal degeneration in MS. Second, cerebral hypoperfusion has been observed throughout the entire clinical spectrum of the disorder but it remains an open question whether this serves as an alternative marker of reduced metabolic activity, or exists as an independent contributing process, mediated by endothelin-1 hyperexpression. Third, both metabolic and perfusion alterations may lead to repercussions at the level of network performance and structural connectivity, respectively assessable by functional and diffusion tensor imaging. Fourth and finally, elevated body fluid levels of neurofilaments are gaining interest as a biochemical mirror of axonal damage in a wide range of neurological conditions, with early rises in patients with MS appearing to be predictive of future brain atrophy. Conclusions Recent findings from the fields of advanced neuroradiology and neurochemistry provide the promising prospect of demonstrating degenerative brain pathology in patients with MS before atrophy has installed. Although the overall level of evidence on the presented topic is still preliminary, this Review may pave the way for further longitudinal and multimodal studies exploring the relationships between the abovementioned measures, possibly leading to novel insights in early disease mechanisms and therapeutic intervention strategies.
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Affiliation(s)
- Jeroen Van Schependom
- 1Neurology Department, Universitair Ziekenhuis Brussel; Center for Neurosciences, Vrije Universiteit Brussel, Laarbeeklaan 101, 1090 Brussel, Belgium.,2Radiology Department Universitair Ziekenhuis Brussel, Brussels, Belgium
| | - Kaat Guldolf
- 1Neurology Department, Universitair Ziekenhuis Brussel; Center for Neurosciences, Vrije Universiteit Brussel, Laarbeeklaan 101, 1090 Brussel, Belgium
| | - Marie Béatrice D'hooghe
- 1Neurology Department, Universitair Ziekenhuis Brussel; Center for Neurosciences, Vrije Universiteit Brussel, Laarbeeklaan 101, 1090 Brussel, Belgium.,Nationaal Multiple Sclerose Centrum, Melsbroek, Belgium
| | - Guy Nagels
- 1Neurology Department, Universitair Ziekenhuis Brussel; Center for Neurosciences, Vrije Universiteit Brussel, Laarbeeklaan 101, 1090 Brussel, Belgium.,Nationaal Multiple Sclerose Centrum, Melsbroek, Belgium
| | - Miguel D'haeseleer
- 1Neurology Department, Universitair Ziekenhuis Brussel; Center for Neurosciences, Vrije Universiteit Brussel, Laarbeeklaan 101, 1090 Brussel, Belgium.,Nationaal Multiple Sclerose Centrum, Melsbroek, Belgium
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25
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Cantó E, Barro C, Zhao C, Caillier SJ, Michalak Z, Bove R, Tomic D, Santaniello A, Häring DA, Hollenbach J, Henry RG, Cree BAC, Kappos L, Leppert D, Hauser SL, Benkert P, Oksenberg JR, Kuhle J. Association Between Serum Neurofilament Light Chain Levels and Long-term Disease Course Among Patients With Multiple Sclerosis Followed up for 12 Years. JAMA Neurol 2019; 76:1359-1366. [PMID: 31403661 DOI: 10.1001/jamaneurol.2019.2137] [Citation(s) in RCA: 115] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Importance Blood sample-based biomarkers that are associated with clinically meaningful outcomes for patients with multiple sclerosis (MS) have not been developed. Objective To evaluate the potential of serum neurofilament light chain (sNFL) measurements as a biomarker of disease activity and progression in a longitudinal MS data set. Design, Setting, and Participants Single-center, ongoing, prospective observational cohort study of 607 patients with MS from the longitudinal EPIC (Expression, Proteomics, Imaging, Clinical) study at the University of California, San Francisco from July 1, 2004, through August 31, 2017. Clinical evaluations and sample collection were performed annually for 5 years, then at different time points for up to 12 years, with a median follow-up duration of 10 (interquartile range, 7-11) years. Serum NFL levels were measured using a sensitive single molecule array platform and compared with clinical and magnetic resonance imaging variables with the use of univariable and multivariable analyses. Main Outcomes and Measures The main outcomes were disability progression defined as clinically significant worsening on the Expanded Disability Status Scale (EDSS) score and brain fraction atrophy. Results Mean (SD) age of the 607 study participants at study entry was 42.5 (9.8) years; 423 (69.7%) were women; and all participants were of non-Hispanic European descent. Of 3911 samples sequentially collected, 3904 passed quality control for quantification of sNFL. Baseline sNFL levels showed significant associations with EDSS score (β, 1.080; 95% CI, 1.047-1.114; P < .001), MS subtype (β, 1.478; 95% CI, 1.279-1.707; P < .001), and treatment status (β, 1.120; 95% CI, 1.007-1.245; P = .04). A significant interaction between EDSS worsening and change in levels of sNFL over time was found (β, 1.015; 95% CI, 1.007-1.023; P < .001). Baseline sNFL levels alone were associated with approximately 11.6% of the variance in brain fraction atrophy at year 10. In a multivariable analysis that considered sex, age, and disease duration, baseline sNFL levels were associated with 18.0% of the variance in brain fraction atrophy at year 10. After 5 years' follow-up, active treatment was associated with lower levels of sNFL, with high-potency treatments associated with the greater decreases in sNFL levels compared with platform therapies (high-potency vs untreated: β, 0.946; 95% CI, 0.915-0.976; P < .001; high-potency vs platform: β, 0.972; 95% CI, 0.948-0.998; P = .04). Conclusions and Relevance This study found that statistically significant associations of sNFL with relevant clinical and neuroimaging outcomes in MS were confirmed and extended, supporting the potential of sNFL as an objective surrogate of ongoing MS disease activity. In this data set of patients with MS who received early treatment, the prognostic power of sNFL for relapse activity and long-term disability progression was limited. Further prospective studies are necessary to assess the assay's utility for decision-making in individual patients.
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Affiliation(s)
- Ester Cantó
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Christian Barro
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Chao Zhao
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Stacy J Caillier
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Zuzanna Michalak
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Riley Bove
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | | | - Adam Santaniello
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | | | - Jill Hollenbach
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Roland G Henry
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Bruce A C Cree
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Ludwig Kappos
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland.,Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - David Leppert
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Stephen L Hauser
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Pascal Benkert
- Clinical Trial Unit, Department of Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Jorge R Oksenberg
- Department of Neurology and Weill Institute for Neurosciences, University of California, San Francisco
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine, and Clinical Research, University Hospital Basel, University of Basel, Basel, Switzerland
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26
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Lotan I, Benninger F, Mendel R, Hellmann MA, Steiner I. Does CSF pleocytosis have a predictive value for disease course in MS? NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2019; 6:e584. [PMID: 31355320 PMCID: PMC6624148 DOI: 10.1212/nxi.0000000000000584] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/26/2019] [Accepted: 04/26/2019] [Indexed: 12/02/2022]
Abstract
Objective MS is a demyelinating CNS disorder with a spectrum of clinical patterns regarding course and prognosis. Although several prognostic factors are considered in the initial evaluation of patients, biological markers defining the disease course and guiding treatments are currently lacking. It is unknown whether patients with CSF pleocytosis differ in regard to symptoms, disease course, and prognosis from those without. The aim of this study was to evaluate whether CSF pleocytosis during the initial presentation has an impact on the clinical course and progression of MS. Methods We retrospectively evaluated patients attending the MS Clinic at Rabin Medical Center between January 1999 and January 2016 who underwent lumbar puncture (LP) at disease presentation, considering CSF cell count, clinical diagnosis (clinically isolated syndrome [CIS] and relapsing-remitting MS [RRMS]), annualized relapse rate (ARR), paraclinical findings (imaging, CSF oligoclonal bands, and evoked potentials), and disease progression, expressed by the Expanded Disability Status Scale (EDSS). Results One hundred fourteen patients (72 females) underwent LP at disease presentation (RRMS: n = 100, CIS: n = 14). Age at diagnosis was 32.4 ± 12.2 years, and the follow-up time was 9.4 ± 3.8 years. Forty-six patients showed a pleocytic CSF (≥5 cells per μL). Compared with patients with <4 cells per μL, patients with pleocytosis had a higher ARR (0.60 ± 0.09 vs 0.48 ± 0.04; p = 0.0267) and a steeper increase (slope) in the EDSS score throughout the follow-up period (correlation coefficient: r2 = 0.04; p = 0.0251). Conclusions CSF pleocytosis may be considered a biological unfavorable predictive factor regarding disease course and progression in MS.
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Affiliation(s)
- Itay Lotan
- Neuro-Immunology Service and Department of Neurology (I.L., M.A.H.), Rabin Medical Center; Department of Neurology (I.L., F.B., R.M., M.A.H., I.S.), Rabin Medical Center; and Sackler Faculty of Medicine (I.L., F.B., R.M., M.A.H., I.S.), Tel Aviv University, Israel
| | - Felix Benninger
- Neuro-Immunology Service and Department of Neurology (I.L., M.A.H.), Rabin Medical Center; Department of Neurology (I.L., F.B., R.M., M.A.H., I.S.), Rabin Medical Center; and Sackler Faculty of Medicine (I.L., F.B., R.M., M.A.H., I.S.), Tel Aviv University, Israel
| | - Rom Mendel
- Neuro-Immunology Service and Department of Neurology (I.L., M.A.H.), Rabin Medical Center; Department of Neurology (I.L., F.B., R.M., M.A.H., I.S.), Rabin Medical Center; and Sackler Faculty of Medicine (I.L., F.B., R.M., M.A.H., I.S.), Tel Aviv University, Israel
| | - Mark A Hellmann
- Neuro-Immunology Service and Department of Neurology (I.L., M.A.H.), Rabin Medical Center; Department of Neurology (I.L., F.B., R.M., M.A.H., I.S.), Rabin Medical Center; and Sackler Faculty of Medicine (I.L., F.B., R.M., M.A.H., I.S.), Tel Aviv University, Israel
| | - Israel Steiner
- Neuro-Immunology Service and Department of Neurology (I.L., M.A.H.), Rabin Medical Center; Department of Neurology (I.L., F.B., R.M., M.A.H., I.S.), Rabin Medical Center; and Sackler Faculty of Medicine (I.L., F.B., R.M., M.A.H., I.S.), Tel Aviv University, Israel
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27
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Magliozzi R, Howell OW, Nicholas R, Cruciani C, Castellaro M, Romualdi C, Rossi S, Pitteri M, Benedetti MD, Gajofatto A, Pizzini FB, Montemezzi S, Rasia S, Capra R, Bertoldo A, Facchiano F, Monaco S, Reynolds R, Calabrese M. Inflammatory intrathecal profiles and cortical damage in multiple sclerosis. Ann Neurol 2019. [PMID: 29518260 DOI: 10.1002/ana.25197] [Citation(s) in RCA: 196] [Impact Index Per Article: 39.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE Gray matter (GM) damage and meningeal inflammation have been associated with early disease onset and a more aggressive disease course in multiple sclerosis (MS), but can these changes be identified in the patient early in the disease course? METHODS To identify possible biomarkers linking meningeal inflammation, GM damage, and disease severity, gene and protein expression were analyzed in meninges and cerebrospinal fluid (CSF) from 27 postmortem secondary progressive MS and 14 control cases. Combined cytokine/chemokine CSF profiling and 3T magnetic resonance imaging (MRI) were performed at diagnosis in 2 independent cohorts of MS patients (35 and 38 subjects) and in 26 non-MS patients. RESULTS Increased expression of proinflammatory cytokines (IFNγ, TNF, IL2, and IL22) and molecules related to sustained B-cell activity and lymphoid-neogenesis (CXCL13, CXCL10, LTα, IL6, and IL10) was detected in the meninges and CSF of postmortem MS cases with high levels of meningeal inflammation and GM demyelination. Similar proinflammatory patterns, including increased levels of CXCL13, TNF, IFNγ, CXCL12, IL6, IL8, and IL10, together with high levels of BAFF, APRIL, LIGHT, TWEAK, sTNFR1, sCD163, MMP2, and pentraxin III, were detected in the CSF of MS patients with higher levels of GM damage at diagnosis. INTERPRETATION A common pattern of intrathecal (meninges and CSF) inflammatory profile strongly correlates with increased cortical pathology, both at the time of diagnosis and at death. These results suggest a role for detailed CSF analysis combined with MRI as a prognostic marker for more aggressive MS. Ann Neurol 2018 Ann Neurol 2018;83:739-755.
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Affiliation(s)
- Roberta Magliozzi
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy.,Division of Brain Sciences, Department of Medicine, Imperial College London, London, United Kingdom
| | - Owain W Howell
- Institute of Life Sciences, Swansea University, Swansea, United Kingdom
| | - Richard Nicholas
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, United Kingdom
| | - Carolina Cruciani
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy.,Division of Brain Sciences, Department of Medicine, Imperial College London, London, United Kingdom
| | - Marco Castellaro
- Department of Information Engineering, University of Padua, Padua, Italy
| | | | - Stefania Rossi
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy.,Department of Oncology and Molecular Medicine, Higher Institute of Health Care, Rome, Italy
| | - Marco Pitteri
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
| | - Maria Donata Benedetti
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
| | - Alberto Gajofatto
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
| | - Francesca B Pizzini
- Neuroradiology and Radiology Units, Department of Diagnostic and Pathology, University Hospital of Verona, Verona, Italy
| | - Stefania Montemezzi
- Neuroradiology and Radiology Units, Department of Diagnostic and Pathology, University Hospital of Verona, Verona, Italy
| | | | | | | | - Francesco Facchiano
- Department of Oncology and Molecular Medicine, Higher Institute of Health Care, Rome, Italy
| | - Salvatore Monaco
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
| | - Richard Reynolds
- Division of Brain Sciences, Department of Medicine, Imperial College London, London, United Kingdom
| | - Massimiliano Calabrese
- Neurology B, Department of Neurological and Movement Sciences, University of Verona, Verona, Italy
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28
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Kuhle J, Kropshofer H, Haering DA, Kundu U, Meinert R, Barro C, Dahlke F, Tomic D, Leppert D, Kappos L. Blood neurofilament light chain as a biomarker of MS disease activity and treatment response. Neurology 2019; 92:e1007-e1015. [PMID: 30737333 PMCID: PMC6442011 DOI: 10.1212/wnl.0000000000007032] [Citation(s) in RCA: 331] [Impact Index Per Article: 66.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 11/02/2018] [Indexed: 11/15/2022] Open
Abstract
Objective To assess the value of blood neurofilament light chain (NfL) as a biomarker of recent, ongoing, and future disease activity and tissue damage and its utility to monitor treatment response in relapsing-remitting multiple sclerosis. Methods We measured NfL in blood samples from 589 patients with relapsing-remitting multiple sclerosis (from phase 3 studies of fingolimod vs placebo, FREEDOMS and interferon [IFN]-β-1a, TRANSFORMS) and 35 healthy controls and compared NfL levels with clinical and MRI-related outcomes. Results At baseline, NfL levels (pg/mL) were higher in patients than in healthy controls (30.5 and 27.0 vs 16.9, p = 0.0001) and correlated with T2 lesion load and number of gadolinium-enhancing T1 lesions (p < 0.0001, both). Baseline NfL levels, treatment, and number of new or enlarging T2 lesions during the studies predicted NfL levels at the end of study (all p < 0.01). High vs low baseline NfL levels were associated (estimate [95% confidence interval]) with an increased number of new or enlarging T2 lesions (ratio of mean: 2.64 [1.51–4.60]; p = 0.0006), relapses (rate ratio: 2.53 [1.67–3.83]; p < 0.0001), brain volume loss (difference in means: −0.78% [−1.02 to −0.54]; p < 0.0001), and risk of confirmed disability worsening (hazard ratio: 1.94 [0.97–3.87]; p = 0.0605). Fingolimod significantly reduced NfL levels already at 6 months (vs placebo 0.73 [0.656–0.813] and IFN 0.789 [0.704–0.884]), which was sustained until the end of the studies (vs placebo 0.628 [0.552–0.714] and IFN 0.794 [0.705–0.894]; p < 0.001, both studies at all assessments). Conclusions Blood NfL levels are associated with clinical and MRI-related measures of disease activity and neuroaxonal damage and have prognostic value. Our results support the utility of blood NfL as an easily accessible biomarker of disease evolution and treatment response.
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Affiliation(s)
- Jens Kuhle
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany.
| | - Harald Kropshofer
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Dieter A Haering
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Uma Kundu
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Rolf Meinert
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Christian Barro
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Frank Dahlke
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Davorka Tomic
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - David Leppert
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
| | - Ludwig Kappos
- From the Neurologic Clinic and Policlinic (J.K., C.B., L.K.), Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, University of Basel; Novartis Pharma AG (H.K., D.A.H., F.D., D.T., D.L.), Basel, Switzerland; Novartis Healthcare Pvt. Ltd. (U.K.), Hyderabad, India; and DATAMAP GmbH (R.M.), Freiburg, Germany
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29
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Shedko ED, Tyumentseva MA. Cerebrospinal fluid molecular biomarkers of multiple sclerosis. Zh Nevrol Psikhiatr Im S S Korsakova 2019; 119:95-102. [DOI: 10.17116/jnevro201911907195] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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30
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Abstract
Multiple sclerosis (MS) is the most common chronic inflammatory, demyelinating and neurodegenerative disease of the central nervous system in young adults. This disorder is a heterogeneous, multifactorial, immune-mediated disease that is influenced by both genetic and environmental factors. In most patients, reversible episodes of neurological dysfunction lasting several days or weeks characterize the initial stages of the disease (that is, clinically isolated syndrome and relapsing-remitting MS). Over time, irreversible clinical and cognitive deficits develop. A minority of patients have a progressive disease course from the onset. The pathological hallmark of MS is the formation of demyelinating lesions in the brain and spinal cord, which can be associated with neuro-axonal damage. Focal lesions are thought to be caused by the infiltration of immune cells, including T cells, B cells and myeloid cells, into the central nervous system parenchyma, with associated injury. MS is associated with a substantial burden on society owing to the high cost of the available treatments and poorer employment prospects and job retention for patients and their caregivers.
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Affiliation(s)
- Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy. .,Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.
| | - Amit Bar-Or
- Department of Neurology and Center for Neuroinflammation and Experimental Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden.,Department of Neurology, Karolinska University Hospital, Stockholm, Sweden.,Neuroimmunology Unit, Center for Molecular Medicine, Karolinska University Hospital, Karolinska Institute, Stockholm, Sweden
| | - Paolo Preziosa
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.,Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
| | - Alessandra Solari
- Unit of Neuroepidemiology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy
| | - Sandra Vukusic
- Service de Neurologie, Sclérose en Plaques, Pathologies de la Myéline et Neuro-inflammation, Fondation Eugène Devic EDMUS Contre la Sclérose en Plaques, Hôpital Neurologique Pierre Wertheimer, Hospices Civils de Lyon, Lyon, France
| | - Maria A Rocca
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy.,Department of Neurology, Institute of Experimental Neurology, Division of Neuroscience, San Raffaele Scientific Institute, Vita-Salute San Raffaele University, Milan, Italy
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31
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Khalil M, Teunissen CE, Otto M, Piehl F, Sormani MP, Gattringer T, Barro C, Kappos L, Comabella M, Fazekas F, Petzold A, Blennow K, Zetterberg H, Kuhle J. Neurofilaments as biomarkers in neurological disorders. Nat Rev Neurol 2018; 14:577-589. [DOI: 10.1038/s41582-018-0058-z] [Citation(s) in RCA: 767] [Impact Index Per Article: 127.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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32
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Casserly C, Seyman EE, Alcaide-Leon P, Guenette M, Lyons C, Sankar S, Svendrovski A, Baral S, Oh J. Spinal Cord Atrophy in Multiple Sclerosis: A Systematic Review and Meta-Analysis. J Neuroimaging 2018; 28:556-586. [PMID: 30102003 DOI: 10.1111/jon.12553] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2018] [Revised: 07/12/2018] [Accepted: 07/16/2018] [Indexed: 01/18/2023] Open
Abstract
BACKGROUND AND PURPOSE Spinal cord atrophy (SCA) is an important emerging outcome measure in multiple sclerosis (MS); however, there is limited consensus on the magnitude and rate of atrophy. The objective of this study was to synthesize the available data on measures of SCA in MS. METHODS Using published guidelines, relevant literature databases were searched between 1977 and 2017 for case-control or cohort studies reporting a quantitative measure of SCA in MS patients. Random-effects models pooled cross-sectional measures and longitudinal rates of SCA in MS and healthy controls (HCs). Student's t-test assessed differences between pooled measures in patient subgroups. Heterogeneity was assessed using DerSimonian and Laird's Q-test and the I 2 -index. RESULTS A total of 1,465 studies were retrieved including 94 that met inclusion and exclusion criteria. Pooled estimates of mean cervical spinal cord (SC) cross-sectional area (CSA) in all MS patients, relapsing-remitting MS (RRMS), all progressive MS, secondary progressive MS (SPMS), primary-progressive MS (PPMS), and HC were: 73.07 mm2 (95% CI [71.52-74.62]), 78.88 mm2 (95% CI [76.92-80.85]), 69.72 mm2 (95% CI [67.96-71.48]), 68.55 mm2 (95% CI [65.43-71.66]), 70.98 mm2 (95% CI [68.78-73.19]), and 80.87 mm2 (95% C I [78.70-83.04]), respectively. Pooled SC-CSA was greater in HC versus MS (P < .001) and RRMS versus progressive MS (P < .001). SCA showed moderate correlations with global disability in cross-sectional studies (r-value with disability score range [-.75 to -.22]). In longitudinal studies, the pooled annual rate of SCA was 1.78%/year (95%CI [1.28-2.27]). CONCLUSIONS The SC is atrophied in MS. The magnitude of SCA is greater in progressive versus relapsing forms and correlates with clinical disability. The pooled estimate of annual rate of SCA is greater than reported rates of brain atrophy in MS. These results demonstrate that SCA is highly relevant as an imaging outcome in MS clinical trials.
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Affiliation(s)
- Courtney Casserly
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.,Department of Neurology, London Health Sciences Centre, Western University, London, Ontario, Canada
| | - Estelle E Seyman
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Paula Alcaide-Leon
- Division of Neuroradiology, Department of Medical Imaging, St. Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Melanie Guenette
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Carrie Lyons
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Stephanie Sankar
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Anton Svendrovski
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Stefan Baral
- Department of Epidemiology, Johns Hopkins School of Public Health, Baltimore, MD
| | - Jiwon Oh
- Division of Neurology, Department of Medicine, St Michael's Hospital, University of Toronto, Toronto, Ontario, Canada.,Department of Neurology, Johns Hopkins University, Baltimore, MD
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33
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Abstract
PURPOSE OF REVIEW Understanding the mechanisms underlying progression in multiple sclerosis (MS) and identifying appropriate therapeutic targets is a key challenge facing the MS community. This challenge has been championed internationally by organizations such as the Progressive MS Alliance, which has raised the profile of progressive MS and identified the key obstacles to treatment. This review will outline the considerable progress against these challenges. RECENT FINDINGS New insights into mechanisms underlying progression have opened up potential therapeutic opportunities. This has been complemented by ongoing validation of clinical and imaging outcomes for Phase II trials of progression, coupled with the development of innovative trial designs. The field has been greatly encouraged by recent positive Phase III trials in both primary and secondary progressive MS, albeit with modest benefit. Early trials of neuroprotection and repair have provided important new data with which to drive the field. Improving symptom management and advancing rehabilitation approaches, critical for this patient population which, taken together with identifying and managing comorbidities and risk factors, has an appreciable impact on health-related quality of life. SUMMARY Raising the profile of progressive MS has resulted in the first effective treatments with the promise of more to come.
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34
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Marrie RA. Serum neurofilament light chain in relapsing-remitting MS: Unchaining disease activity prediction? NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2017; 5:e421. [PMID: 29209635 PMCID: PMC5707446 DOI: 10.1212/nxi.0000000000000421] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Ruth Ann Marrie
- Departments of Internal Medicine and Community Health Sciences, University of Manitoba, Winnipeg, Canada
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35
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Puz P, Steposz A, Lasek-Bal A, Bartoszek K, Radecka P, Karuga-Pierścieńska A. Diagnostic methods used in searching for markers of atrophy in patients with multiple sclerosis. Neurol Res 2017; 40:110-116. [DOI: 10.1080/01616412.2017.1403729] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- Przemyslaw Puz
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
- School of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Arkadiusz Steposz
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
- School of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Anetta Lasek-Bal
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
- School of Health Sciences in Katowice, Medical University of Silesia, Katowice, Poland
| | - Karina Bartoszek
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
| | - Patrycja Radecka
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
| | - Aleksandra Karuga-Pierścieńska
- Department of Neurology, Medical University of Silesia, Professor Leszek Giec Upper Silesian Medical Centre, Katowice, Poland
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36
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Dubuisson N, Puentes F, Giovannoni G, Gnanapavan S. Science is 1% inspiration and 99% biomarkers. Mult Scler 2017; 23:1442-1452. [PMID: 28537780 DOI: 10.1177/1352458517709362] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Neurodegeneration plays a key role in multiple sclerosis (MS) contributing to long-term disability in patients. The prognosis is, however, unpredictable coloured by complex disease mechanisms which can only be clearly appreciated using biomarkers specific to pathobiology of the underlying process. Here, we describe six promising neurodegenerative biomarkers in MS (neurofilament proteins, neurofilament antibodies, tau, N-acetylaspartate, chitinase and chitinase-like proteins and osteopontin), critically evaluating the evidence using a modified Bradford Hill criteria.
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Affiliation(s)
- Nicolas Dubuisson
- Department of Neuroscience and Trauma, Blizard Institute, Queen Mary University of London, London, UK
| | - Fabiola Puentes
- Department of Neuroscience and Trauma, Blizard Institute, Queen Mary University of London, London, UK
| | - Gavin Giovannoni
- Department of Neuroscience and Trauma, Blizard Institute, Queen Mary University of London, London, UK
| | - Sharmilee Gnanapavan
- Department of Neuroscience and Trauma, Blizard Institute, Queen Mary University of London, London, UK
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37
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Bobinger T, May L, Lücking H, Kloska SP, Burkardt P, Spitzer P, Maler JM, Corbeil D, Huttner HB. CD133-Positive Membrane Particles in Cerebrospinal Fluid of Patients with Inflammatory and Degenerative Neurological Diseases. Front Cell Neurosci 2017; 11:77. [PMID: 28396625 PMCID: PMC5366322 DOI: 10.3389/fncel.2017.00077] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 03/03/2017] [Indexed: 01/10/2023] Open
Abstract
Background: Analysis of cerebrospinal fluid (CSF) is a frequently used diagnostic tool in a variety of neurological diseases. Recent studies suggested that investigating membrane particles enriched with the stem cell marker CD133 may offer new avenues for studying neurological disease. In this study, we evaluated the amount of membrane particle-associated CD133 in human CSF in neuroinflammatory and degenerative diseases. Methods: We compared the amount of membrane particle-associated CD133 in CSF samples collected from 45 patients with normal pressure hydrocephalus, parkinsonism, dementia, and cognitive impairment, chronic inflammatory diseases and 10 healthy adult individuals as controls. After ultracentrifugation of CSF, gel electrophoresis and immunoblotting using anti-CD133 monoclonal antibody 80B258 were performed. Antigen-antibody complexes were detected using chemiluminescence. Results: The amount of membrane particle-associated CD133 was significantly increased in patients with normal pressure hydrocephalus (p < 0.001), parkinsonism (p = 0.011) as well as in patients with chronic inflammatory disease (p = 0.008). Analysis of CSF of patients with dementia and cognitive impairment revealed no significant change compared with healthy individuals. Furthermore, subgroup analysis of patients with chronic inflammatory diseases demonstrated significantly elevated levels in individuals with relapsing-remitting multiple sclerosis (p = 0.023) and secondary progressive multiple sclerosis (SPMS; p = 0.010). Conclusion: Collectively, our study revealed elevated levels of membrane particle-associated CD133 in patients with normal pressure hydrocephalus, parkinsonism as well as relapsing-remitting and SPMS. Membrane glycoprotein CD133 may be of clinical value for several neurological diseases.
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Affiliation(s)
- Tobias Bobinger
- Department of Neurology, University Hospital Erlangen Erlangen, Germany
| | - Lisa May
- Department of Neurology, University Hospital Erlangen Erlangen, Germany
| | - Hannes Lücking
- Department of Neuroradiology, University Hospital Erlangen Erlangen, Germany
| | - Stephan P Kloska
- Department of Neuroradiology, University Hospital Erlangen Erlangen, Germany
| | - Petra Burkardt
- Department of Neurology, University Hospital Erlangen Erlangen, Germany
| | - Philipp Spitzer
- Department of Psychiatry, University Hospital Erlangen Erlangen, Germany
| | - Juan M Maler
- Department of Psychiatry, University Hospital Erlangen Erlangen, Germany
| | - Denis Corbeil
- Biotechnology Center, Technische Universität Dresden Dresden, Germany
| | - Hagen B Huttner
- Department of Neurology, University Hospital Erlangen Erlangen, Germany
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38
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Håkansson I, Tisell A, Cassel P, Blennow K, Zetterberg H, Lundberg P, Dahle C, Vrethem M, Ernerudh J. Neurofilament light chain in cerebrospinal fluid and prediction of disease activity in clinically isolated syndrome and relapsing-remitting multiple sclerosis. Eur J Neurol 2017; 24:703-712. [PMID: 28261960 DOI: 10.1111/ene.13274] [Citation(s) in RCA: 89] [Impact Index Per Article: 12.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2016] [Accepted: 02/01/2017] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND PURPOSE Improved biomarkers are needed to facilitate clinical decision-making and as surrogate endpoints in clinical trials in multiple sclerosis (MS). We assessed whether neurodegenerative and neuroinflammatory markers in cerebrospinal fluid (CSF) at initial sampling could predict disease activity during 2 years of follow-up in patients with clinically isolated syndrome (CIS) and relapsing-remitting MS. METHODS Using multiplex bead array and enzyme-linked immunosorbent assay, CXCL1, CXCL8, CXCL10, CXCL13, CCL20, CCL22, neurofilament light chain (NFL), neurofilament heavy chain, glial fibrillary acidic protein, chitinase-3-like-1, matrix metalloproteinase-9 and osteopontin were analysed in CSF from 41 patients with CIS or relapsing-remitting MS and 22 healthy controls. Disease activity (relapses, magnetic resonance imaging activity or disability worsening) in patients was recorded during 2 years of follow-up in this prospective longitudinal cohort study. RESULTS In a logistic regression analysis model, NFL in CSF at baseline emerged as the best predictive marker, correctly classifying 93% of patients who showed evidence of disease activity during 2 years of follow-up and 67% of patients who did not, with an overall proportion of 85% (33 of 39 patients) correctly classified. Combining NFL with either neurofilament heavy chain or osteopontin resulted in 87% overall correctly classified patients, whereas combining NFL with a chemokine did not improve results. CONCLUSIONS This study demonstrates the potential prognostic value of NFL in baseline CSF in CIS and relapsing-remitting MS and supports its use as a predictive biomarker of disease activity.
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Affiliation(s)
- I Håkansson
- Department of Neurology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - A Tisell
- Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden.,Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden
| | - P Cassel
- Department of Clinical Immunology and Transfusion Medicine and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - K Blennow
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, The Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - H Zetterberg
- Institute of Neuroscience and Physiology, Department of Psychiatry and Neurochemistry, The Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden.,Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden.,Department of Molecular Neuroscience, UCL Institute of Neurology, Queen Square, London, UK
| | - P Lundberg
- Radiation Physics, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden.,Center for Medical Image Science and Visualization (CMIV), Linköping University, Linköping, Sweden.,Radiology, Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - C Dahle
- Department of Neurology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden.,Department of Clinical Immunology and Transfusion Medicine and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - M Vrethem
- Department of Neurology and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
| | - J Ernerudh
- Department of Clinical Immunology and Transfusion Medicine and Department of Clinical and Experimental Medicine, Linköping University, Linköping, Sweden
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Selmaj I, Mycko MP, Raine CS, Selmaj KW. The role of exosomes in CNS inflammation and their involvement in multiple sclerosis. J Neuroimmunol 2017; 306:1-10. [PMID: 28385180 DOI: 10.1016/j.jneuroim.2017.02.002] [Citation(s) in RCA: 88] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2016] [Revised: 02/03/2017] [Accepted: 02/03/2017] [Indexed: 12/19/2022]
Abstract
Multiple sclerosis (MS) is a putative autoimmune disease of the central nervous system (CNS) in which autoreactive immune cells recognizing myelin antigens lead to demyelination and axonal injury. Mechanisms relevant to the pathogenesis of MS have not been fully elucidated, particularly those underlying initiation of immune system dysfunction. For example, it is not known how reactivity against CNS components is generated within the peripheral immune system. In this review, we propose that a significant contribution to the immunoregulatory events may derive from a cell-to-cell communication system involving the production, secretion and transfer of extracellular vesicles known as exosomes. Herein, we discuss in detail the biogenesis and roles of these cell surface-generated vesicles from the standpoint of receptors and their cargo, microRNA. It is well known that exosomes can cross the blood-brain barrier and thus may contribute to the spread of brain antigens to the periphery. Further understanding of exosome-dependent mechanisms in MS should provide a novel angle to the analysis of the pathogenesis of this disease. Finally, we launch the idea that exosomes and their contents may serve as biomarkers in MS.
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Affiliation(s)
- Igor Selmaj
- Department of Neurology, Laboratory of Neuroimmunology, Medical University of Lodz, Lodz, Poland
| | - Marcin P Mycko
- Department of Neurology, Laboratory of Neuroimmunology, Medical University of Lodz, Lodz, Poland
| | - Cedric S Raine
- Department of Pathology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Krzysztof W Selmaj
- Department of Neurology, Laboratory of Neuroimmunology, Medical University of Lodz, Lodz, Poland.
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40
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Harris VK, Tuddenham JF, Sadiq SA. Biomarkers of multiple sclerosis: current findings. Degener Neurol Neuromuscul Dis 2017; 7:19-29. [PMID: 30050375 PMCID: PMC6053099 DOI: 10.2147/dnnd.s98936] [Citation(s) in RCA: 37] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease affecting the brain and spinal cord that is associated with chronic inflammation leading to demyelination and neurodegeneration. With the recent increase in the number of available therapies for MS, optimal treatment will be based on a personalized approach determined by an individual patient's prognosis and treatment risks. An integral part of such therapeutic decisions will be the use of molecular biomarkers to predict disability progression, monitor ongoing disease activity, and assess treatment response. This review describes current published findings within the past 3 years in biomarker research in MS, specifically highlighting recent advances in the validation of cerebrospinal fluid biomarkers such as neurofilaments (light and heavy chains), chitinases and chitinase 3-like proteins, soluble surface markers of innate immunity, and oligoclonal immunoglobulin M antibodies. Current research in circulating miRNAs as biomarkers of MS is also discussed. Continued validation and testing will be required before MS biomarkers are routinely applied in a clinical setting.
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Affiliation(s)
- Violaine K Harris
- Tisch Multiple Sclerosis Research Center of New York, New York, NY, USA,
| | - John F Tuddenham
- Tisch Multiple Sclerosis Research Center of New York, New York, NY, USA,
| | - Saud A Sadiq
- Tisch Multiple Sclerosis Research Center of New York, New York, NY, USA,
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41
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Bonnan M, Marasescu R, Demasles S, Krim E, Barroso B. No evidence of disease activity (NEDA) in MS should include CSF biology — Towards a ‘Disease-Free Status Score’. Mult Scler Relat Disord 2017; 11:51-55. [DOI: 10.1016/j.msard.2016.12.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2015] [Revised: 10/08/2016] [Accepted: 12/01/2016] [Indexed: 11/17/2022]
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42
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Abstract
Due to the heterogeneous nature of the disease, it is a challenge to capture disease activity of multiple sclerosis (MS) in a reliable and valid way. Therefore, it can be difficult to assess the true efficacy of interventions in clinical trials. In phase III trials in MS, the traditionally used primary clinical outcome measures are the Expanded Disability Status Scale and the relapse rate. Secondary outcome measures in these trials are the number or volume of T2 hyperintense lesions and gadolinium-enhancing T1 lesions on magnetic resonance imaging (MRI) of the brain. These secondary outcome measures are often primary outcome measures in phase II trials in MS. Despite several limitations, the traditional clinical measures are still the mainstay for assessing treatment efficacy. Newer and potentially valuable outcome measures increasingly used or explored in MS trials are, clinically, the MS Functional Composite and patient-reported outcome measures, and on MRI, brain atrophy and the formation of persisting black holes. Several limitations of these measures have been addressed and further improvements will probably be proposed. Major improvements are the coverage of additional functional domains such as cognitive functioning and assessment of the ability to carry out activities of daily living. The development of multidimensional measures is promising because these measures have the potential to cover the full extent of MS activity and progression. In this review, we provide an overview of the historical background and recent developments of outcome measures in MS trials. We discuss the advantages and limitations of various measures, including newer assessments such as optical coherence tomography, biomarkers in body fluids and the concept of 'no evidence of disease activity'.
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Affiliation(s)
- Caspar E. P. van Munster
- Department of Neurology, Amsterdam Neuroscience, VUmc MS Center Amsterdam, VU University Medical Center, De Boelelaan 1117, 1081 Amsterdam, The Netherlands
| | - Bernard M. J. Uitdehaag
- Department of Neurology, Amsterdam Neuroscience, VUmc MS Center Amsterdam, VU University Medical Center, De Boelelaan 1117, 1081 Amsterdam, The Netherlands
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43
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Gastaldi M, Zardini E, Franciotta D. An update on the use of cerebrospinal fluid analysis as a diagnostic tool in multiple sclerosis. Expert Rev Mol Diagn 2016; 17:31-46. [DOI: 10.1080/14737159.2017.1262260] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Affiliation(s)
- Matteo Gastaldi
- Laboratory of Neuroimmunology, and Dept. of General Neurology, C. Mondino National Neurological Institute, University of Pavia, Pavia, Italy
| | - Elisabetta Zardini
- Laboratory of Neuroimmunology, and Dept. of General Neurology, C. Mondino National Neurological Institute, University of Pavia, Pavia, Italy
| | - Diego Franciotta
- Laboratory of Neuroimmunology, and Dept. of General Neurology, C. Mondino National Neurological Institute, University of Pavia, Pavia, Italy
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44
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Soelberg Sorensen P, Sellebjerg F. Neurofilament in CSF-A biomarker of disease activity and long-term prognosis in multiple sclerosis. Mult Scler 2016; 22:1112-3. [PMID: 27364323 DOI: 10.1177/1352458516658560] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Per Soelberg Sorensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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