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Habek M, Blazekovic A, Gotovac Jercic K, Pivac N, Outero TF, Borovecki F, Brinar V. Genome-Wide Expression Profile in People with Optic Neuritis Associated with Multiple Sclerosis. Biomedicines 2023; 11:2209. [PMID: 37626706 PMCID: PMC10452153 DOI: 10.3390/biomedicines11082209] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/13/2023] [Accepted: 07/20/2023] [Indexed: 08/27/2023] Open
Abstract
The aim of this study was to perform a genome-wide expression analysis of whole-blood samples from people with optic neuritis (ON) and to determine differentially expressed mRNAs compared to healthy control subjects. The study included eight people with acute ON and six healthy control subjects. Gene expression was analyzed using DNA microarrays for whole-human-genome analysis, which contain 54,675 25-base pairs. The additional biostatistical analysis included gene ontology analysis and gene set enrichment analysis (GSEA). Quantitative RT-PCR (qPCR) was used to confirm selected differentially expressed genes. In total, 722 differently expressed genes were identified, with 377 exhibiting increased, and 345 decreased, expression. Gene ontology analysis and GSEA revealed that protein phosphorylation and intracellular compartment, apoptosis inhibition, pathways involved in cell cycles, T and B cell functions, and anti-inflammatory central nervous system (CNS) pathways are implicated in ON pathology. qPCR confirmed the differential expression of eight selected genes, with SLPI, CR3, and ITGA4 exhibiting statistically significant results. In conclusion, whole-blood gene expression analysis showed significant differences in the expression profiles of people with ON compared to healthy control subjects. Additionally, pathways involved in T cell regulation and anti-inflammatory pathways within CNS were identified as important in the early phases of MS.
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Affiliation(s)
- Mario Habek
- Department of Neurology, Referral Center for Autonomic Nervous System Disorders, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Antonela Blazekovic
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department for Anatomy and Clinical Anatomy, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Kristina Gotovac Jercic
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Nela Pivac
- Division of Molecular Medicine, Rudjer Bošković Institute, 10002 Zagreb, Croatia
| | - Tiago Fleming Outero
- Department of Experimental Neurodegeneration, Centre for Biostructural Imaging of Neurodegeneration, University Medical Centre Göttingen, 37075 Göttingen, Germany
- Max Planck Institute for Experimental Medicine, 37075 Göttingen, Germany
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne NE1 7RU, UK
- German Centre for Neurodegenerative Diseases (DZNE), 17475 Göttingen, Germany
| | - Fran Borovecki
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Vesna Brinar
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
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2
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Maroto-García J, Martínez-Escribano A, Delgado-Gil V, Mañez M, Mugueta C, Varo N, García de la Torre Á, Ruiz-Galdón M. Biochemical biomarkers for multiple sclerosis. Clin Chim Acta 2023; 548:117471. [PMID: 37419300 DOI: 10.1016/j.cca.2023.117471] [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: 04/10/2023] [Revised: 07/04/2023] [Accepted: 07/04/2023] [Indexed: 07/09/2023]
Abstract
INTRODUCTION Multiple sclerosis (MS) is the most frequent demyelinating disease of the central nervous system. Although there is currently no definite cure for MS, new therapies have recently been developed based on a continuous search for new biomarkers. DEVELOPMENT MS diagnosis relies on the integration of clinical, imaging and laboratory findings as there is still no singlepathognomonicclinical feature or diagnostic laboratory biomarker. The most commonly laboratory test used is the presence of immunoglobulin G oligoclonal bands (OCB) in cerebrospinal fluid of MS patients. This test is now included in the 2017 McDonald criteria as a biomarker of dissemination in time. Nevertheless, there are other biomarkers currently in use such as kappa free light chain, which has shown higher sensitivity and specificity for MS diagnosis than OCB. In addition, other potential laboratory tests involved in neuronal damage, demyelination and/or inflammation could be used for detecting MS. CONCLUSIONS CSF and serum biomarkers have been reviewed for their use in MS diagnosis and prognosis to stablish an accurate and prompt MS diagnosis, crucial to implement an adequate treatment and to optimize clinical outcomes over time.
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Affiliation(s)
- Julia Maroto-García
- Biochemistry Department, Clínica Universidad de Navarra, Spain; Department of Biochemistry and Molecular Biology. Faculty of Medicine. University of Malaga, Spain.
| | - Ana Martínez-Escribano
- Department of Biochemistry and Molecular Biology. Faculty of Medicine. University of Malaga, Spain; Laboratory Medicine, Hospital Clínico Universitario Virgen de la Arrixaca, IMIB-ARRIXACA, Murcia, Spain
| | - Virginia Delgado-Gil
- Neurology Department, Hospital Universitario Virgen de la Victoria, Malaga, Spain
| | - Minerva Mañez
- Neurology Department, Hospital Universitario Virgen de la Victoria, Malaga, Spain
| | - Carmen Mugueta
- Biochemistry Department, Clínica Universidad de Navarra, Spain
| | - Nerea Varo
- Biochemistry Department, Clínica Universidad de Navarra, Spain
| | - Ángela García de la Torre
- Clinical Analysis Service, Hospital Universitario Virgen de la Victoria, Malaga, Spain; The Biomedical Research Institute of Malaga (IBIMA), Malaga, Spain
| | - Maximiliano Ruiz-Galdón
- Department of Biochemistry and Molecular Biology. Faculty of Medicine. University of Malaga, Spain; Clinical Analysis Service, Hospital Universitario Virgen de la Victoria, Malaga, Spain; The Biomedical Research Institute of Malaga (IBIMA), Malaga, Spain
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3
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Ellen O, Ye S, Nheu D, Dass M, Pagnin M, Ozturk E, Theotokis P, Grigoriadis N, Petratos S. The Heterogeneous Multiple Sclerosis Lesion: How Can We Assess and Modify a Degenerating Lesion? Int J Mol Sci 2023; 24:11112. [PMID: 37446290 DOI: 10.3390/ijms241311112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2023] [Revised: 06/21/2023] [Accepted: 06/30/2023] [Indexed: 07/15/2023] Open
Abstract
Multiple sclerosis (MS) is a heterogeneous disease of the central nervous system that is governed by neural tissue loss and dystrophy during its progressive phase, with complex reactive pathological cellular changes. The immune-mediated mechanisms that promulgate the demyelinating lesions during relapses of acute episodes are not characteristic of chronic lesions during progressive MS. This has limited our capacity to target the disease effectively as it evolves within the central nervous system white and gray matter, thereby leaving neurologists without effective options to manage individuals as they transition to a secondary progressive phase. The current review highlights the molecular and cellular sequelae that have been identified as cooperating with and/or contributing to neurodegeneration that characterizes individuals with progressive forms of MS. We emphasize the need for appropriate monitoring via known and novel molecular and imaging biomarkers that can accurately detect and predict progression for the purposes of newly designed clinical trials that can demonstrate the efficacy of neuroprotection and potentially neurorepair. To achieve neurorepair, we focus on the modifications required in the reactive cellular and extracellular milieu in order to enable endogenous cell growth as well as transplanted cells that can integrate and/or renew the degenerative MS plaque.
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Affiliation(s)
- Olivia Ellen
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Sining Ye
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Danica Nheu
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Mary Dass
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Maurice Pagnin
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Ezgi Ozturk
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
| | - Paschalis Theotokis
- Laboratory of Experimental Neurology and Neuroimmunology, Department of Neurology, AHEPA University Hospital, Stilponos Kiriakides Str. 1, 54636 Thessaloniki, Greece
| | - Nikolaos Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology, Department of Neurology, AHEPA University Hospital, Stilponos Kiriakides Str. 1, 54636 Thessaloniki, Greece
| | - Steven Petratos
- Department of Neuroscience, Central Clinical School, Monash University, Melborune, VIC 3004, Australia
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Verma S, Perry K, Razdan R, Howell JC, Dawson AL, Hu WT. CSF IL-8 Associated with Response to Gene Therapy in a Case Series of Spinal Muscular Atrophy. Neurotherapeutics 2023; 20:245-253. [PMID: 36289175 PMCID: PMC9607706 DOI: 10.1007/s13311-022-01305-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2022] [Indexed: 11/27/2022] Open
Abstract
Gene therapies have greatly changed the outlook in spinal muscular atrophy (SMA), and this disorder provides a rare opportunity to study longitudinal biomarker changes correlated with reduced disease burden and improved clinical outcomes. Recent work suggests clinical response to correlate with declining cerebrospinal fluid (CSF) levels of the neurodegenerative marker neurofilament light chain (NfL) in children receiving serial anti-sense oligonucleotide therapy. However, change in CSF NfL levels is no longer a practical biomarker as more children undergo single-dose gene replacement therapy. Here we leverage serial CSF samples (median of 4 per child) collected in 13 children with SMA undergoing anti-sense oligonucleotide therapy to characterize the longitudinal profiles of NfL as well as inflammatory and neuronal proteins. In contrast to neurodegeneration in adults, we found NfL levels to first decrease following initiation of treatment but then increase upon further treatment and improved motor functions. We then examined additional CSF inflammatory and neuronal markers for linear association with motor function during SMA treatment. We identified longitudinal IL-8 levels to inversely correlate with motor functions determined by clinical examination (F(1, 47) = 12.903, p = 0.001) or electromyography in the abductor pollicis brevis muscle (p = 0.064). In keeping with this, lower baseline IL-8 levels were associated with better longitudinal outcomes, even though this difference diminished over 2 years in the younger group. We thus propose CSF IL-8 as a biomarker for baseline function and short-term treatment response in SMA, and a candidate biomarker for future treatment trials in other neurodegenerative disorders.
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Affiliation(s)
- Sumit Verma
- Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
- Department of Neurology, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
- Department of Neurosciences, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
| | - Kelsey Perry
- Department of Neurology, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
| | - Raj Razdan
- Department of Pediatrics, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
| | - J Christina Howell
- Department of Neurology, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
| | - Alice L Dawson
- Department of Neurology, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA
- Health Care Policy, and Aging Research, Rutgers-Robert Wood Johnson Medical School and Rutgers Institute for Health, New Brunswick, NJ, 08901, USA
- Rutgers-Robert Wood Johnson Medical School, 125 Paterson Street, Suite 6200, New Brunswick, NJ, 08901, USA
| | - William T Hu
- Department of Neurology, Emory University School of Medicine, Children's Healthcare of Atlanta, Atlanta, GA, 30324, USA.
- Health Care Policy, and Aging Research, Rutgers-Robert Wood Johnson Medical School and Rutgers Institute for Health, New Brunswick, NJ, 08901, USA.
- Rutgers-Robert Wood Johnson Medical School, 125 Paterson Street, Suite 6200, New Brunswick, NJ, 08901, USA.
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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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LoPresti P. Serum-Based Biomarkers in Neurodegeneration and Multiple Sclerosis. Biomedicines 2022; 10:biomedicines10051077. [PMID: 35625814 PMCID: PMC9138270 DOI: 10.3390/biomedicines10051077] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/27/2022] [Accepted: 04/29/2022] [Indexed: 02/04/2023] Open
Abstract
Multiple Sclerosis (MS) is a debilitating disease with typical onset between 20 and 40 years of age, so the disability associated with this disease, unfortunately, occurs in the prime of life. At a very early stage of MS, the relapsing-remitting mobility impairment occurs in parallel with a progressive decline in cognition, which is subclinical. This stage of the disease is considered the beginning of progressive MS. Understanding where a patient is along such a subclinical phase could be critical for therapeutic efficacy and enrollment in clinical trials to test drugs targeted at neurodegeneration. Since the disease course is uneven among patients, biomarkers are needed to provide insights into pathogenesis, diagnosis, and prognosis of events that affect neurons during this subclinical phase that shapes neurodegeneration and disability. Thus, subclinical cognitive decline must be better understood. One approach to this problem is to follow known biomarkers of neurodegeneration over time. These biomarkers include Neurofilament, Tau and phosphotau protein, amyloid-peptide-β, Brl2 and Brl2-23, N-Acetylaspartate, and 14-3-3 family proteins. A composite set of these serum-based biomarkers of neurodegeneration might provide a distinct signature in early vs. late subclinical cognitive decline, thus offering additional diagnostic criteria for progressive neurodegeneration and response to treatment. Studies on serum-based biomarkers are described together with selective studies on CSF-based biomarkers and MRI-based biomarkers.
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Affiliation(s)
- Patrizia LoPresti
- Department of Psychology, The University of Illinois at Chicago, 1007 West Harrison Street, Chicago, IL 60607, USA
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7
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Sen S, Lagas S, Roy A, Kumar H. Cytoskeleton saga: Its regulation in normal physiology and modulation in neurodegenerative disorders. Eur J Pharmacol 2022; 925:175001. [PMID: 35525310 DOI: 10.1016/j.ejphar.2022.175001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Revised: 03/31/2022] [Accepted: 04/29/2022] [Indexed: 11/25/2022]
Abstract
Cells are fundamental units of life. To ensure the maintenance of homeostasis, integrity of structural and functional counterparts is needed to be essentially balanced. The cytoskeleton plays a vital role in regulating the cellular morphology, signalling and other factors involved in pathological conditions. Microtubules, actin (microfilaments), intermediate filaments (IF) and their interactions are required for these activities. Various proteins associated with these components are primary requirements for directing their functions. Disruption of this organization due to faulty genetics, oxidative stress or impaired transport mechanisms are the major causes of dysregulated signalling cascades leading to various pathological conditions like Alzheimer's (AD), Parkinson's (PD), Huntington's disease (HD) or amyotrophic lateral sclerosis (ALS), hereditary spastic paraplegia (HSP) or any traumatic injury like spinal cord injury (SCI). Novel or conventional therapeutic approaches may be specific or non-specific, targeting either three basic components of the cytoskeleton or various cascades that serve as a cue to numerous pathways like ROCK signalling or the GSK-3β pathway. An enormous number of drugs have been redirected for modulating the cytoskeletal dynamics and thereby may pave the way for inhibiting the progression of these diseases and their complications.
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Affiliation(s)
- Santimoy Sen
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Gandhinagar, Gujarat, India
| | - Sheetal Lagas
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Gandhinagar, Gujarat, India
| | - Abhishek Roy
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Gandhinagar, Gujarat, India
| | - Hemant Kumar
- Department of Pharmacology and Toxicology, National Institute of Pharmaceutical Education and Research (NIPER)-Ahmedabad, Gandhinagar, Gujarat, India.
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8
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Williams T, Zetterberg H, Chataway J. Neurofilaments in progressive multiple sclerosis: a systematic review. J Neurol 2021; 268:3212-3222. [PMID: 32447549 PMCID: PMC8357650 DOI: 10.1007/s00415-020-09917-x] [Citation(s) in RCA: 44] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 05/11/2020] [Accepted: 05/13/2020] [Indexed: 12/13/2022]
Abstract
BACKGROUND Neurofilament proteins have been extensively studied in relapsing-remitting multiple sclerosis, where they are promising biomarkers of disease activity and treatment response. Their role in progressive multiple sclerosis, where there is a particularly urgent need for improved biomarkers, is less clear. The objectives of this systematic review are to summarise the literature on neurofilament light and heavy in progressive multiple sclerosis, addressing key questions. METHODS A systematic search of PubMed, Embase, Web of Science and Scopus identified 355 potential sources. 76 relevant sources were qualitatively reviewed using QUADAS-2 criteria, and 17 were identified as at low risk of bias. We summarise the findings from all relevant sources, and separately from the 17 high-quality studies. RESULTS Differences in neurofilament light between relapsing-remitting and progressive multiple sclerosis appear to be explained by differences in covariates. Neurofilament light is consistently associated with current inflammatory activity and future brain atrophy in progressive multiple sclerosis, and is consistently shown to be a marker of treatment response with immunosuppressive disease-modifying therapies. Associations with current or future disability are inconsistent, and there is no evidence of NFL being a responsive marker of purportedly neuroprotective treatments. Evidence on neurofilament heavy is more limited and inconsistent. CONCLUSIONS Neurofilament light has shown consistent utility as a biomarker of neuroinflammation, future brain atrophy and immunosuppressive treatment response at a group level. Neither neurofilament light or heavy has shown a consistent treatment response to neuroprotective disease-modifying therapies, which will require further data from successful randomised controlled trials.
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Affiliation(s)
- Thomas Williams
- Department of Neuroinflammation, Faculty of Brain Sciences, Queen Square Multiple Sclerosis Centre, UCL Queen Square Institute of Neurology, University College London, London, UK.
| | - Henrik Zetterberg
- Department of Neurodegenerative Disease, Faculty of Brain Sciences, UCL Queen Square Institute of Neurology, University College London, London, UK
- UK Dementia Research Institute, University College London, London, UK
- Department of Psychiatry and Neurochemistry, Institute of Neuroscience and Physiology, The Sahlgrenska Academy At the University of Gothenburg, Mölndal, Sweden
- Clinical Neurochemistry Laboratory, Sahlgrenska University Hospital, Mölndal, Sweden
| | - Jeremy Chataway
- Department of Neuroinflammation, Faculty of Brain Sciences, Queen Square Multiple Sclerosis Centre, UCL Queen Square Institute of Neurology, University College London, London, UK
- Biomedical Research Centre, National Institute for Health Research, University College London Hospitals, London, UK
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9
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Maghbooli Z, Omidifar A, Varzandi T, Salehnezhad T, Sahraian MA. Reduction in circulating vitamin D binding protein in patients with multiple sclerosis. BMC Neurol 2021; 21:168. [PMID: 33879066 PMCID: PMC8056586 DOI: 10.1186/s12883-021-02200-0] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 04/13/2021] [Indexed: 02/07/2023] Open
Abstract
Background In this study, we aimed to determine the risk association between vitamin D binding protein (VDBP) polymorphism in patients with multiple sclerosis (MS) in a MS biobank and the difference in VDBP serum levels in MS patients who were recently diagnosed. Method The current case-control study was performed on 296 MS patients and 313 controls. Thereafter, two common missense VDBP polymorphisms, named rs7041and rs4588, were evaluated in all the participants. Serum levels of vitamin D and vitamin D binding protein were assessed in 77 MS patients who were diagnosed since one year ago and in 67 healthy people who were matched in terms of age and sex. Result The frequency distributions of VDBP genotypes and alleles of SNP rs7041 and rs4588 were observed to be similar in both the MS and control groups (p > 0.05). The VDBP haplotypes, as Gc2/Gc2, Gc1/Gc1, and Gc1/Gc2, were found to be similar in the MS and control groups (p > 0.05). In subgroup analysis, circulating VDBP was lower in MS patients (Ln-VDBP (μgr/ml): 3.64 ± 0.91 vs. 5.31 ± 0.77, p = 0.0001) even after adjusting for vitamin D levels, body mass index, and taking vitamin D supplement. There was no significant association between VDBP haplotypes and vitamin D levels in the two groups. Conclusion The present study suggested an association between lower levels of circulating VDBP and multiple sclerosis in newly diagnosed patients. However, the VDBP causative role in the development of MS is still unclear, so it needs more studies. Supplementary Information The online version contains supplementary material available at 10.1186/s12883-021-02200-0.
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Affiliation(s)
- Zhila Maghbooli
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.
| | - Abolfazl Omidifar
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Tarlan Varzandi
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Tayebeh Salehnezhad
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohammad Ali Sahraian
- Multiple Sclerosis Research Center, Neuroscience Institute, Tehran University of Medical Sciences, Tehran, Iran.
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Hares K, Kemp K, Loveless S, Rice CM, Scolding N, Tallantyre E, Robertson N, Wilkins A. KIF5A and the contribution of susceptibility genotypes as a predictive biomarker for multiple sclerosis. J Neurol 2021; 268:2175-2184. [PMID: 33484325 PMCID: PMC8179895 DOI: 10.1007/s00415-020-10373-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/11/2020] [Accepted: 12/14/2020] [Indexed: 12/01/2022]
Abstract
There is increasing interest in the development of multiple sclerosis (MS) biomarkers that reflect central nervous system tissue injury to determine prognosis. We aimed to assess the prognostic value of kinesin superfamily motor protein KIF5A in MS by measuring levels of KIF5A in cerebrospinal fluid (CSF) combined with analysis of single nucleotide polymorphisms (SNPs; rs12368653 and rs703842) located within a MS susceptibility gene locus at chromosome 12q13-14 region. Enzyme-linked immunosorbent assay was used to measure KIF5A in CSF obtained from two independent biobanks comprising non-inflammatory neurological disease controls (NINDC), clinically isolated syndrome (CIS) and MS cases. CSF KIF5A expression was significantly elevated in progressive MS cases compared with NINDCs, CIS and relapsing-remitting MS (RRMS). In addition, levels of KIF5A positively correlated with change in MS disease severity scores (EDSS, MSSS and ARMSSS), in RRMS patients who had documented disease progression at 2-year clinical follow-up. Copies of adenine risk alleles (AG/AA; rs12368653 and rs703842) corresponded with a higher proportion of individuals in relapse at the time of lumbar puncture (LP), higher use of disease-modifying therapies post LP and shorter MS duration. Our study suggests that CSF KIF5A has potential as a predictive biomarker in MS and further studies into the potential prognostic value of analysing MS susceptibility SNPs should be considered.
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Affiliation(s)
- Kelly Hares
- MS and Stem Cell Group, Institute of Clinical Neurosciences, Bristol Medical School: Translational Health Sciences, University of Bristol, Clinical Neurosciences Office, 1st Floor, Learning and Research Building, Southmead Hospital, Bristol, BS10 5NB, UK.
| | - K Kemp
- MS and Stem Cell Group, Institute of Clinical Neurosciences, Bristol Medical School: Translational Health Sciences, University of Bristol, Clinical Neurosciences Office, 1st Floor, Learning and Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
| | - S Loveless
- Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Cardiff, UK
| | - C M Rice
- MS and Stem Cell Group, Institute of Clinical Neurosciences, Bristol Medical School: Translational Health Sciences, University of Bristol, Clinical Neurosciences Office, 1st Floor, Learning and Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
| | - N Scolding
- MS and Stem Cell Group, Institute of Clinical Neurosciences, Bristol Medical School: Translational Health Sciences, University of Bristol, Clinical Neurosciences Office, 1st Floor, Learning and Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
| | - E Tallantyre
- Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Cardiff, UK
| | - N Robertson
- Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Cardiff, UK
| | - A Wilkins
- MS and Stem Cell Group, Institute of Clinical Neurosciences, Bristol Medical School: Translational Health Sciences, University of Bristol, Clinical Neurosciences Office, 1st Floor, Learning and Research Building, Southmead Hospital, Bristol, BS10 5NB, UK
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11
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Robinson T, Abdelhak A, Bose T, Meinl E, Otto M, Zettl UK, Dersch R, Tumani H, Rauer S, Huss A. Cerebrospinal Fluid Biomarkers in Relation to MRZ Reaction Status in Primary Progressive Multiple Sclerosis. Cells 2020; 9:cells9122543. [PMID: 33255854 PMCID: PMC7761295 DOI: 10.3390/cells9122543] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2020] [Revised: 11/05/2020] [Accepted: 11/20/2020] [Indexed: 12/13/2022] Open
Abstract
The MRZ reaction (MRZR) comprises the three antibody indices (AIs) against measles, rubella, and varicella zoster virus, reflecting an intrathecal polyspecific B cell response highly specific for multiple sclerosis (MS). Thus, MRZR can be used to confirm a diagnosis of primary progressive MS (PPMS) but its pathophysiological and wider clinical relevance is unclear. This study aimed to investigate whether PPMS patients with a positive MRZR (MRZR+) differ from those with a negative MRZR (MRZR-) according to cerebrospinal fluid (CSF) biomarkers of B cell activity, neuroaxonal damage or glial activity, and clinical features. (1) Methods: In a multicenter PPMS cohort (n = 81) with known MRZR status, we measured B cell-activating factor (BAFF), chemokine CXC ligand 13 (CXCL-13), soluble B cell maturation antigen (sBCMA), soluble transmembrane activator and CAML interactor (sTACI), and chitinase-3-like protein 1 (CHI3L1) in the CSF with enzyme-linked immunosorbent assays (ELISAs). Glial fibrillary acidic protein (GFAP) and neurofilament light chain (NfL) were detected in serum and CSF using single molecule array (SIMOA) technology. (2) Results: MRZR+ patients (45.7% of all PPMS patients) revealed higher levels of NfL in CSF compared to MRZR- patients (54.3%). There were positive correlations between each of sBCMA, sTACI, and intrathecal immunoglobin G (IgG) synthesis. Additionally, NfL concentrations in serum positively correlated with those in CSF and those of GFAP in serum. However, MRZR+ and MRZR- patients did not differ concerning clinical features (e.g., age, disease duration, Expanded Disability Status Scale (EDSS) at diagnosis and follow-up); CSF routine parameters; CSF concentrations of BAFF, CXCL-13, sBCMA, sTACI, CHI3L1, and GFAP; or serum concentrations of GFAP and NfL. (3) Conclusions: In PPMS patients, MRZR positivity might indicate a more pronounced axonal damage. Higher levels of the soluble B cell receptors BCMA and transmembrane activator and CAML interactor (TACI) in CSF are associated with a stronger intrathecal IgG synthesis in PPMS.
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Affiliation(s)
- Tilman Robinson
- Clinic of Neurology and Neurophysiology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany; (T.R.); (R.D.); (S.R.)
| | - Ahmed Abdelhak
- Department of Neurology, University Hospital Ulm, 89081 Ulm, Germany; (A.A.); (M.O.); (A.H.)
| | - Tanima Bose
- Biomedical Center and Klinikum Grosshadern, Institute of Clinical Neuroimmunology, Ludwig Maximilian University, 81377 Munich, Germany; (T.B.); (E.M.)
| | - Edgar Meinl
- Biomedical Center and Klinikum Grosshadern, Institute of Clinical Neuroimmunology, Ludwig Maximilian University, 81377 Munich, Germany; (T.B.); (E.M.)
| | - Markus Otto
- Department of Neurology, University Hospital Ulm, 89081 Ulm, Germany; (A.A.); (M.O.); (A.H.)
| | - Uwe K. Zettl
- Neuroimmunological Section, Department of Neurology, Medical Center of the University of Rostock, 18051 Rostock, Germany;
| | - Rick Dersch
- Clinic of Neurology and Neurophysiology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany; (T.R.); (R.D.); (S.R.)
| | - Hayrettin Tumani
- Department of Neurology, University Hospital Ulm, 89081 Ulm, Germany; (A.A.); (M.O.); (A.H.)
- Specialty Hospital Dietenbronn, 88477 Schwendi, Germany
- Correspondence:
| | - Sebastian Rauer
- Clinic of Neurology and Neurophysiology, Medical Center—University of Freiburg, Faculty of Medicine, University of Freiburg, 79085 Freiburg, Germany; (T.R.); (R.D.); (S.R.)
| | - André Huss
- Department of Neurology, University Hospital Ulm, 89081 Ulm, Germany; (A.A.); (M.O.); (A.H.)
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12
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Preziosa P, Rocca MA, Filippi M. Current state-of-art of the application of serum neurofilaments in multiple sclerosis diagnosis and monitoring. Expert Rev Neurother 2020; 20:747-769. [DOI: 10.1080/14737175.2020.1760846] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Paolo Preziosa
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Maria A. Rocca
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- Neuroimaging Research Unit, Institute of Experimental Neurology, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Neurophysiology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Vita-Salute San Raffaele University, Milan, Italy
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13
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Högel H, Rissanen E, Barro C, Matilainen M, Nylund M, Kuhle J, Airas L. Serum glial fibrillary acidic protein correlates with multiple sclerosis disease severity. Mult Scler 2018; 26:210-219. [DOI: 10.1177/1352458518819380] [Citation(s) in RCA: 64] [Impact Index Per Article: 10.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Cerebrospinal fluid (CSF) levels of two soluble biomarkers, glial fibrillary acidic protein (GFAP) and neurofilament light chain (NfL), have been shown to associate with multiple sclerosis (MS) disease progression. Now, both biomarkers can be detected reliably in serum, and importantly, their serum levels correlate well with their CSF levels. Objective: To evaluate the usability of serum GFAP measurement as a biomarker of progressive disease and disease severity in MS. Methods: Clinical course, Expanded Disability Status Scale (EDSS), disease duration, patient age and magnetic resonance imaging (MRI) parameters were reviewed in 79 MS patients in this cross-sectional hospital-based study. Serum samples were collected for measurement of GFAP and NfL concentrations using single molecule array (Simoa) assay. A cohort of healthy controls was evaluated for comparison. Results: Higher serum concentrations of both GFAP and NfL were associated with higher EDSS, older age, longer disease duration, progressive disease course and MRI pathology. Conclusion: Earlier studies have demonstrated that GFAP, unlike NfL, is not increased in association with acute focal inflammation-related nervous system damage. Our work suggests that GFAP serum level associates with disease progression in MS and could potentially serve as an easily measurable biomarker of central nervous system (CNS) pathology related to disease progression in MS.
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Affiliation(s)
- Heidi Högel
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland/Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Eero Rissanen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland/Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Christian Barro
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, Basel, Switzerland
| | - Markus Matilainen
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland/Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Marjo Nylund
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland/Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
| | - Jens Kuhle
- Neurologic Clinic and Policlinic, Departments of Medicine, Biomedicine and Clinical Research, University Hospital Basel, Basel, Switzerland
| | - Laura Airas
- Turku PET Centre, Turku University Hospital and University of Turku, Turku, Finland/Division of Clinical Neurosciences, Turku University Hospital and University of Turku, Turku, Finland
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14
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Pawlitzki M, Sweeney-Reed CM, Bittner D, Lux A, Vielhaber S, Schreiber S, Paul F, Neumann J. CSF-Progranulin and Neurofilament Light Chain Levels in Patients With Radiologically Isolated Syndrome-Sign of Inflammation. Front Neurol 2018; 9:1075. [PMID: 30619038 PMCID: PMC6305325 DOI: 10.3389/fneur.2018.01075] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Accepted: 11/26/2018] [Indexed: 12/13/2022] Open
Abstract
Background: Cerebrospinal fluid (CSF) markers of disease in patients with radiologically isolated syndrome (RIS) are the subject of intense investigation, because they have the potential to enhance our understanding of the natural disease course and provide insights into similarities and differences between RIS and other multiple sclerosis (MS) disease identities. Methods: Here we compared neurofilament light chain (NFL) and progranulin (PGRN) levels in the CSF in RIS patients with levels in patients with different subtypes of MS and healthy controls (HC) using Kruskal–Wallis one-way analysis of variance. Results: Median CSF NFL concentrations in RIS patients did not differ to those in HC and clinically isolated syndrome (CIS) patients, but were significantly lower than in relapsing remitting (RRMS) and primary progressive (PPMS) MS patients. In contrast, RIS patients exhibited higher median CSF PGRN levels than HC and showed no significant differences compared with CIS, RRMS, and PPMS cases. Conclusion: We postulate that elevated PGRN values in the CSF of RIS patients might indicate inflammatory and repair activity prior to axonal disintegration.
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Affiliation(s)
- Marc Pawlitzki
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,Department of Neurology with Institute of Translational Neurology, University Hospital of Muenster, Münster, Germany
| | | | - Daniel Bittner
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Anke Lux
- Department for Biometrics and Medical Informatics, Otto-von-Guericke-University, Magdeburg, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Stefanie Schreiber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Friedemann Paul
- Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, NeuroCure Clinical Research Center, Berlin, Germany.,Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Department of Neurology, Berlin, Germany.,Experimental and Clinical Research Center, Max Delbrueck Center for Molecular Medicine and Charité - Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany
| | - Jens Neumann
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
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15
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Pawlitzki M, Schreiber S, Bittner D, Kreipe J, Leypoldt F, Rupprecht K, Carare RO, Meuth SG, Vielhaber S, Körtvélyessy P. CSF Neurofilament Light Chain Levels in Primary Progressive MS: Signs of Axonal Neurodegeneration. Front Neurol 2018; 9:1037. [PMID: 30631300 PMCID: PMC6315185 DOI: 10.3389/fneur.2018.01037] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2018] [Accepted: 11/16/2018] [Indexed: 11/29/2022] Open
Abstract
Objectives: Elevated neurofilament light chain (NFL) levels within the cerebrospinal fluid (CSF) are a biomarker representing axonal neurodegeneration in rapid progressive neurodegenerative diseases such as amyotrophic lateral sclerosis (ALS). It is unclear to what extent the levels of NFL increase in the CSF (CSF-NFL) in a chronic neuroinflammatory process with axonal neurodegeneration, as found in primary progressive multiple sclerosis (PPMS). Methods: We used a multicenter approach to statistically compare CSF-NFL levels between PPMS patients (n = 50), ALS patients (n = 50), and healthy controls (n = 50). Clinical findings, including disease duration, expanded disability status scale (EDSS), electrophysiological recordings such as visual evoked potentials or spinal and cerebral MRI, and previously administered treatment were selected as experimental parameters retrospectively. Results: Median [range] CSF-NFL concentrations in PPMS patients were significantly higher than in the controls [1724 (799–4275) pg/ml vs. 1202 (612–2934) pg/ml, p = 0.015], and significantly lower compared to ALS patients [1724 (799–4275) pg/ml vs. 10238 (2610–35138) pg/ml, p < 0.001]. There was no correlation between CSF-NFL and disease duration (p = 0.5), EDSS (p = 0.2) or treatment (p = 0.3). Conclusion: We conclude that CSF-NFL may mirror the proposed slow axonal degeneration in PPMS, but does not reflect the disease severity.
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Affiliation(s)
- Marc Pawlitzki
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,Department of Neurology with Institute of Translational Neurology, University Hospital of Muenster, Münster, Germany
| | - Stefanie Schreiber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases, (DZNE), Magdeburg, Germany
| | - Daniel Bittner
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases, (DZNE), Magdeburg, Germany
| | - Julia Kreipe
- Neuroimmunology, Institute of Clinical Chemistry, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Frank Leypoldt
- Neuroimmunology, Institute of Clinical Chemistry, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Klemens Rupprecht
- Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Roxana O Carare
- Faculty of Medicine, University of Southampton, Southampton, United Kingdom
| | - Sven G Meuth
- Department of Neurology with Institute of Translational Neurology, University Hospital of Muenster, Münster, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases, (DZNE), Magdeburg, Germany
| | - Peter Körtvélyessy
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany.,German Center for Neurodegenerative Diseases, (DZNE), Magdeburg, Germany.,Department of Neurology, Charité-Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
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16
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Cai L, Huang J. Neurofilament light chain as a biological marker for multiple sclerosis: a meta-analysis study. Neuropsychiatr Dis Treat 2018; 14:2241-2254. [PMID: 30214214 PMCID: PMC6126505 DOI: 10.2147/ndt.s173280] [Citation(s) in RCA: 43] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
PURPOSE There is a need for biomarkers in multiple sclerosis (MS) to make an early diagnosis and monitor its progression. This study was designed to evaluate the value of neurofilament light (NFL) chain levels as cerebrospinal fluid (CSF) or blood biomarker in patients with MS by using a quantitative meta-analysis. METHODS The PubMed, Embase, and Web of Science databases were systematically searched for relevant studies. Articles in English that evaluated the utility of NFL in CSF and blood in the diagnosis of MS were included. Data were extracted by two independent researchers. Mean (± SD) NFL concentration for MS patients and control subjects were extracted. Review Manager version 5.3 software with a continuous-variable random-effects model was used to summarize the diagnostic indexes from eligible studies. The Newcastle-Ottawa Scale was used for assessing the quality and risk of bias of included studies. In addition, subgroup analysis and meta-regression were performed to assess potential heterogeneity sources. RESULTS The meta-analysis included 13 articles containing results from 15 studies. A total of 10 studies measured NFL levels in CSF and five studies measured NFL levels in blood. Data were available on 795 participants in CSF and 1,856 participants in blood. Moreover, CSF NFL in MS patients was higher than that in healthy control groups (pooled standard mean difference [Std.MD]=0.88, 95% CI [0.50, 1.26], P<0.00001) and serum NFL in MS patients was higher than that in control subjects (pooled Std.MD=0.47, 95% CI [0.24, 0.71], P<0.0001). CONCLUSION NFL chain has significantly increased in MS patients, which substantially strengthens the clinical evidence of the NFL in MS. The NFL may be used as a prognostic biomarker to monitor disease progression, disease activity, and treatment efficacy in the future.
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Affiliation(s)
- Laisheng Cai
- Department of Neurology, The First Affiliated Hospital of Nanchang University, Jiangxi, People's Republic of China,
| | - Jingwei Huang
- Department of Neurology, The First Affiliated Hospital of Nanchang University, Jiangxi, People's Republic of China,
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17
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Mazdeh M, Rahimi M, Eftekharian MM, Omrani MD, Sayad A, Taheri M, Ghafouri-Fard S. Ecotropic Viral Integration Site 5 (EVI5) expression analysis in multiple sclerosis patients. Hum Antibodies 2017; 26:113-119. [PMID: 29036808 DOI: 10.3233/hab-170328] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is a complex immune-related disorder of the central nervous system (CNS) in which dysregulation of different classes of T cells are involved. Variants in Ecotropic Viral Integration Site 5 (EVI5) gene has been shown to be significantly associated with MS in different populations. OBJECTIVES However, there is no data regarding relative expression of this gene in peripheral blood of MS patients compared with healthy controls. METHODS In the present study we assessed expression of EVI5 in 50 Iranian MS patients compared with healthy subjects by means of quantitative real time RT-PCR. RESULTS Statistical analyses showed no significant difference in EVI5 relative expression neither between total MS patients and healthy controls nor between age- and sex-based subgroups of patients and controls except for a trend toward significance in patients aged between 30 and 40 years compared with healthy subjects in both sexes (P= 0.068 and 0.075 for males and females respectively). No significant correlation was found between the expression level of this gene and disease duration, age at onset or Expanded Disability Status Scale (EDSS). CONCLUSION Future studies are needed to explore the role of EVI5 in the pathogenesis of MS.
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Affiliation(s)
- Mehrdokht Mazdeh
- Neurophysiology Research Center, Hamadan University of Medical Sciences, Hamadan, Iran.,Department of Neurology, Hamadan University of Medical Sciences, Hamadan, Iran
| | - Mahnoosh Rahimi
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | | | - Mir Davood Omrani
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Urogenital Stem Cell Research, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Arezou Sayad
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Taheri
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran.,Urogenital Stem Cell Research, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Soudeh Ghafouri-Fard
- Department of Medical Genetics, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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18
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Domingues RB, Fernandes GBP, Leite FBVDM, Tilbery CP, Thomaz RB, Silva GS, Mangueira CLP, Soares CAS. The cerebrospinal fluid in multiple sclerosis: far beyond the bands. EINSTEIN-SAO PAULO 2017; 15:100-104. [PMID: 28444098 PMCID: PMC5433316 DOI: 10.1590/s1679-45082017rw3706] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 08/18/2016] [Indexed: 11/21/2022] Open
Abstract
The cerebrospinal fluid analysis has been employed for supporting multiple sclerosis diagnosis and ruling out the differential diagnoses. The most classical findings reflect the inflammatory nature of the disease, including mild pleocytosis, mild protein increase, intrathecal synthesis of immunoglobulin G, and, most typically, the presence of oligoclonal bands. In recent years, new biomarkers have emerged in the context of multiple sclerosis. The search for new biomarkers reflect the need of a better evaluation of disease activity, disease progression, and treatment efficiency. A more refined evaluation of disease and therapy status can contribute to better therapeutic choices, particularly in escalation of therapies. This is very relevant taking into account the availability of a greater number of drugs for multiple sclerosis treatment in recent years. In this review, we critically evaluate the current literature regarding the most important cerebrospinal fluid biomarkers in multiple sclerosis. The determination of biomarkers levels, such as chemokine ligand 13, fetuin A, and mainly light neurofilament has shown promising results in the evaluation of this disease, providing information that along with clinical and neuroimaging data may contribute to better therapeutic decisions.
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19
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Sellebjerg F, Börnsen L, Ammitzbøll C, Nielsen JE, Vinther-Jensen T, Hjermind LE, von Essen M, Ratzer RL, Soelberg Sørensen P, Romme Christensen J. Defining active progressive multiple sclerosis. Mult Scler 2017; 23:1727-1735. [DOI: 10.1177/1352458517726592] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Background: It is unknown whether disease activity according to consensus criteria (magnetic resonance imaging activity or clinical relapses) associate with cerebrospinal fluid (CSF) changes in progressive multiple sclerosis (MS). Objective: To compare CSF biomarkers in active and inactive progressive MS according to consensus criteria. Methods: Neurofilament light chain (NFL), myelin basic protein (MBP), IgG-index, chitinase-3-like-1 (CHI3L1), matrix metalloproteinase-9 (MMP-9), chemokine CXCL13, terminal complement complex, leukocyte counts and nitric oxide metabolites were measured in primary ( n = 26) and secondary progressive MS ( n = 26) and healthy controls ( n = 24). Results: Progressive MS patients had higher CSF cell counts, IgG-index, CHI3L1, MMP-9, CXCL13, NFL and MBP concentrations. Active patients were younger and had higher NFL, CXCL13 and MMP-9 concentrations than inactive patients. Patients with active disease according to consensus criteria or detectable CXCL13 or MMP-9 in CSF were defined as having combined active progressive MS. These patients had increased CSF cell counts, IgG-index and MBP, NFL and CHI3L1 concentrations. Combined inactive patients only had increased IgG-index and MBP concentrations. Conclusion: Patients with combined active progressive MS show evidence of inflammation, demyelination and neuronal/axonal damage, whereas the remaining patients mainly show evidence of active demyelination. This challenges the idea that neurodegeneration independent of inflammation is crucial in disease progression.
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Affiliation(s)
- Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Lars Börnsen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Cecilie Ammitzbøll
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jørgen Erik Nielsen
- Neurogenetics Clinic, Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Tua Vinther-Jensen
- Neurogenetics Clinic, Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Lena Elisabeth Hjermind
- Neurogenetics Clinic, Danish Dementia Research Centre, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Marina von Essen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Rikke Lenhard Ratzer
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Jeppe Romme Christensen
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
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20
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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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21
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Brureau A, Blanchard-Bregeon V, Pech C, Hamon S, Chaillou P, Guillemot JC, Barneoud P, Bertrand P, Pradier L, Rooney T, Schussler N. NF-L in cerebrospinal fluid and serum is a biomarker of neuronal damage in an inducible mouse model of neurodegeneration. Neurobiol Dis 2017; 104:73-84. [PMID: 28392472 DOI: 10.1016/j.nbd.2017.04.007] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2016] [Revised: 03/31/2017] [Accepted: 04/05/2017] [Indexed: 12/13/2022] Open
Abstract
Accumulation of neurofilaments (NFs), the major constituents of the neuronal cytoskeleton, is a distinctive feature of neurological diseases and several studies have shown that soluble NFs can be detected in the cerebrospinal fluid (CSF) of patients with neurological diseases, such as multiple sclerosis and frontotemporal dementia. Here we have used an inducible transgenic mouse model of neurodegeneration, CamKII-TetOp25 mice, to evaluate whether NF-L levels in CSF or blood can be used as a biochemical biomarker of neurodegeneration. Induction of p25 transgene brain expression led to increase in CSF and serum NF-L levels that correlated with ongoing neurodegeneration. Switching off p25 prevented further increases in both CSF and serum NF-L levels and concomitantly stopped the progression of neurodegeneration. The levels of CSF NF-L detected in p25 mice are about 4-fold higher than the CSF levels detected in patients with chronic neurodegenerative diseases, such as symptomatic FTD (bvFTD). In addition, our data indicate that the NF-L detected in CSF is most likely a cleaved form of NF-L. These results suggest that CSF and serum NF-L are of interest to be further explored as potential translational dynamic biomarkers of neurodegeneration or as pharmacodynamics biomarkers at least in preclinical animal studies.
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Affiliation(s)
- Anthony Brureau
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France; Pharnext, 11 rue des Peupliers, 92130 Issy-les-Moulineaux, France
| | | | - Catherine Pech
- Evotec, 19 route d'Espagne, - BP13669-31036 Toulouse Cedex 1, France
| | - Stéphanie Hamon
- Sanofi R&D, Translational Sciences Unit, Chilly Mazarin, 91380, France
| | - Pascal Chaillou
- Sanofi R&D, Translational Sciences Unit, Chilly Mazarin, 91380, France
| | | | - Pascal Barneoud
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France
| | - Philippe Bertrand
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France
| | - Laurent Pradier
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France
| | - Thomas Rooney
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France
| | - Nathalie Schussler
- Sanofi R&D, Neuroscience Research Therapeutic Area, Neurodegeneration Cluster, 1 Avenue Pierre Brossolette, Chilly Mazarin, 91380, France.
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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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El Ayoubi NK, Khoury SJ. Blood Biomarkers as Outcome Measures in Inflammatory Neurologic Diseases. Neurotherapeutics 2017; 14:135-147. [PMID: 27757816 PMCID: PMC5233628 DOI: 10.1007/s13311-016-0486-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disorder of the central nervous system. Only a few biomarkers are available in MS clinical practice, such as cerebrospinal fluid oligoclonal bands and immunoglobulin index, serum anti-aquaporin 4 antibodies, and serum anti-John Cunningham virus antibodies. Thus, there is a significant unmet need for biomarkers to assess prognosis, response to therapy, or potential treatment complications. Here we describe emerging biomarkers that are in development, focusing on those from peripheral blood. There are several limitations in the process of discovery and validation of a good biomarker, such as the pathophysiological complexity of MS and the technical difficulties in globally standardizing methods for sampling, processing, and conserving biological specimens. In spite of these limitations, ongoing international collaborations allow the exploration of many interesting molecules and markers to validate diagnostic, prognostic, and therapeutic-response biomarkers.
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Affiliation(s)
- Nabil K El Ayoubi
- American University of Beirut and Medical Center, Nehme and Therese Tohme Multiple Sclerosis Center, Riad El Solh, Beirut, 1107 2020, Lebanon
| | - Samia J Khoury
- American University of Beirut and Medical Center, Nehme and Therese Tohme Multiple Sclerosis Center, Riad El Solh, Beirut, 1107 2020, Lebanon.
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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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25
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Stilund M, Gjelstrup MC, Christensen T, Møller HJ, Petersen T. A multi-biomarker follow-up study of patients with multiple sclerosis. Brain Behav 2016; 6:e00509. [PMID: 27688939 PMCID: PMC5036432 DOI: 10.1002/brb3.509] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2015] [Revised: 04/06/2016] [Accepted: 04/29/2016] [Indexed: 11/09/2022] Open
Abstract
OBJECTIVES This study aimed to examine the levels of the macrophage marker sCD163 and other biomarkers at the time of diagnosis of patients with either clinically isolated syndrome (CIS) or relapsing-remitting multiple sclerosis (RRMS), and assess relation to clinical indicators of prognosis, disease activity (DA), and changes in the levels of these biomarkers at follow-up. MATERIALS AND METHODS The clinical status and MRI were reevaluated in 56 patients more than 1 year after diagnosis with a median follow-up time of 2 years. Levels of biomarkers in serum and cerebrospinal fluid (CSF) samples were evaluated by enzyme-linked immunosorbent assays. RESULTS There was no significant difference in time to DA between patients with CIS and RRMS. A high sCD163 ratio (>0.07) was significantly (P = 0.04) associated with time to DA in the untreated patient group. In 21 patients reevaluated with serum and CSF samples, the sCD163 ratio levels decreased from 0.068 to 0.054 (P = 0.026) in the CIS/RRMS-treated group. The CSF CXCL13, CXCL13 ratio, CSF neurofilament light polypeptide and osteopontin levels also decreased significantly in the CIS/RRMS-treated group. CONCLUSIONS The levels of all biomarkers changed concurrently with MS treatment. The sCD163 ratio was identified as a potential novel marker for time to DA.
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Affiliation(s)
- Morten Stilund
- Department of Neurology Aarhus University Hospital Nørrebrogade 44 DK-8000 Aarhus C Denmark; Department of Biomedicine Aarhus University Bartholin Building, Wilhelm Meyers Allé 4 DK-8000 Aarhus C Denmark
| | - Mikkel Carstensen Gjelstrup
- Department of Biomedicine Aarhus University Bartholin Building, Wilhelm Meyers Allé 4 DK-8000 Aarhus C Denmark
| | - Tove Christensen
- Department of Biomedicine Aarhus University Bartholin Building, Wilhelm Meyers Allé 4 DK-8000 Aarhus C Denmark
| | - Holger Jon Møller
- Department of Clinical Biochemistry Aarhus University Hospital Nørrebrogade 44 DK-8000 Aarhus C Denmark
| | - Thor Petersen
- Department of Neurology Aarhus University Hospital Nørrebrogade 44 DK-8000 Aarhus C Denmark
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26
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Arrambide G, Espejo C, Eixarch H, Villar LM, Alvarez-Cermeño JC, Picón C, Kuhle J, Disanto G, Kappos L, Sastre-Garriga J, Pareto D, Simon E, Comabella M, Río J, Nos C, Tur C, Castilló J, Vidal-Jordana A, Galán I, Arévalo MJ, Auger C, Rovira A, Montalban X, Tintore M. Neurofilament light chain level is a weak risk factor for the development of MS. Neurology 2016; 87:1076-84. [PMID: 27521440 PMCID: PMC5027802 DOI: 10.1212/wnl.0000000000003085] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2015] [Accepted: 04/14/2016] [Indexed: 11/30/2022] Open
Abstract
Objective: To determine the prognostic value of selected biomarkers in clinically isolated syndromes (CIS) for conversion to multiple sclerosis (MS) and disability accrual. Methods: Data were acquired from 2 CIS cohorts. The screening phase evaluated patients developing clinically definite MS (CIS-CDMS) and patients who remained as CIS during a 2-year minimum follow-up (CIS-CIS). We determined levels of neurofascin, semaphorin 3A, fetuin A, glial fibrillary acidic protein, and neurofilament light (NfL) and heavy chains in CSF (estimated mean [95% confidence interval; CI]). We evaluated associations between biomarker levels, conversion, disability, and magnetic resonance parameters. In the replication phase, we determined NfL levels (n = 155) using a 900 ng/L cutoff. Primary endpoints in uni- and multivariate analyses were CDMS and 2010 McDonald MS. Results: The only biomarker showing significant differences in the screening was NfL (CIS-CDMS 1,553.1 [1,208.7–1,897.5] ng/L and CIS-CIS 499.0 [168.8–829.2] ng/L, p < 0.0001). The strongest associations were with brain parenchymal fraction change (rs = −0.892) and percentage brain volume change (rs = −0.842) at 5 years. NfL did not correlate with disability. In the replication phase, more NfL-positive patients, according to the cutoff, evolved to MS. Every 100-ng/L increase in NfL predicted CDMS (hazard ratio [HR] = 1.009, 95% CI 1.005–1.014) and McDonald MS (HR = 1.009, 95% CI 1.005–1.013), remaining significant for CDMS in the multivariate analysis (adjusted HR = 1.005, 95% CI 1.000–1.011). This risk was lower than the presence of oligoclonal bands or T2 lesions. Conclusions: NfL is a weak independent risk factor for MS. Its role as an axonal damage biomarker may be more relevant as suggested by its association with medium-term brain volume changes.
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Affiliation(s)
- Georgina Arrambide
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Carmen Espejo
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain.
| | - Herena Eixarch
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Luisa M Villar
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - José C Alvarez-Cermeño
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Carmen Picón
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Jens Kuhle
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Giulio Disanto
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ludwig Kappos
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Jaume Sastre-Garriga
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Deborah Pareto
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Eva Simon
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Manuel Comabella
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Jordi Río
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Carlos Nos
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Carmen Tur
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Joaquín Castilló
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Angela Vidal-Jordana
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Ingrid Galán
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Maria J Arévalo
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Cristina Auger
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Alex Rovira
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Xavier Montalban
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain
| | - Mar Tintore
- From Servei de Neurologia-Neuroimmunologia (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., M.J.A., X.M., M.T.), Centre d'Esclerosi Múltiple de Catalunya (Cemcat), Vall d'Hebron Institut de Recerca, Hospital Universitari Vall d'Hebron, Barcelona; Universitat Autònoma de Barcelona (G.A., C.E., H.E., J.S.-G., E.S., M.C., J.R., C.N., C.T., J.C., A.V.-J., I.G., X.M., M.T.), Bellaterra; Departments of Neurology and Immunology (L.M.V., J.C.A.-C., C.P.), Multiple Sclerosis Unit, Hospital Ramón y Cajal, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; Department of Neurology (J.K., L.K.), University Hospital Basel; Neurocentre of Southern Switzerland (G.D.), Ospedale Civico, Lugano, Switzerland; and Magnetic Resonance Unit (IDI) (D.P., C.A., A.R.), Hospital Universitari Vall d'Hebron, Barcelona, Spain.
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Brettschneider J, Petzold A, Junker A, Tumani H. Axonal damage markers in the cerebrospinal fluid of patients with clinically isolated syndrome improve predicting conversion to definite multiple sclerosis. Mult Scler 2016; 12:143-8. [PMID: 16629417 DOI: 10.1191/135248506ms1263oa] [Citation(s) in RCA: 81] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Clinically isolated syndrome (CIS) represents the earliest phase of multiple sclerosis (MS). This study tested whether biomarkers for axonal degeneration can improve upon sensitivity and specificity of magnetic resonance imaging (MRI) parameters in predicting conversion from CIS to MS. Patients with CIS ( n=52), relapsing-remitting MS (RRMS, n=38) and age-matched controls ( n=25) were included. Cerebrospinal fluid (CSF) levels of tau and neurofilaments (NfHSMI35) were measured using ELISA. The MRI T2-lesion load and the Expanded Disability Status Scale (EDSS) were recorded. CSF tau and NfHSMI35 were elevated in CIS compared to controls (p<0.05). RRMS patients with acute relapse had higher NfHSMI35 levels than stable patients. Tau and NfHSMI35 levels correlated with EDSS in CIS and RRMS. In RRMS, the number of T2-lesions correlated with tau levels ( R=0.53, P=0.01). The sensitivity predicting the conversion from CIS to MS was higher for the combination of CSF markers (either tau or NfHSMI35 elevated) than for MRI (40 versus 34%), but could be further increased to 60% if CSF and MRI criteria were combined. Similarly, the combination of tau and NfHSMI35 showed higher specificity (94%) than MRI (82%). Tau and NfHSMI35 are valuable biomarkers for axonal damage in the CIS patients. Predicting conversion from CIS to MS can be improved if CSF markers are combined with MRI.
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Ehling R, Lutterotti A, Wanschitz J, Khalil M, Gneiss C, Deisenhammer F, Reindl M, Berger T. Increased frequencies of serum antibodies to neurofilament light in patients with primary chronic progressive multiple sclerosis. Mult Scler 2016; 10:601-6. [PMID: 15584481 DOI: 10.1191/1352458504ms1100oa] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
We investigated whether serum and cerebrospinal fluid (CSF) antibodies to the light subunit of the NF protein (NF-L), a main component of the axonal cytoskeleton, may serve as biological markers for axonal pathology and/or disease progression in multiple sclerosis (MS). IgG to NF-L was measured in sera and CSF of MS patients, patients with inflammatory demyelinating diseases of the PNS, with acute inflammatory neurological diseases (including bacterial and viral meningitis), with neurodegenerative diseases, with acute noninflammatory neurological diseases (including stroke, headache and backache) and healthy controls by enzyme-linked immunosorbent assay. We found that serum anti-NF-L IgG antibodies were significantly elevated in MS patients with primary progressive disease course and we provide evidence for an intrathecal production of these antibodies. Our findings support the use of serum antibodies to NF-L as a marker for axonal destruction.
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Affiliation(s)
- R Ehling
- Clinical Department of Neurology, Medical University of Innsbruck, A-6020 Innsbruck, Austria
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Del Boccio P, Rossi C, di Ioia M, Cicalini I, Sacchetta P, Pieragostino D. Integration of metabolomics and proteomics in multiple sclerosis: From biomarkers discovery to personalized medicine. Proteomics Clin Appl 2016; 10:470-84. [DOI: 10.1002/prca.201500083] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2015] [Revised: 11/17/2015] [Accepted: 12/30/2015] [Indexed: 01/04/2023]
Affiliation(s)
- Piero Del Boccio
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Claudia Rossi
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Maria di Ioia
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
- Department of Neurosciences and Imaging; University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Ilaria Cicalini
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Paolo Sacchetta
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
| | - Damiana Pieragostino
- Department of Medical Oral and Biotechnological Sciences; University “G. d'Annunzio” of Chieti- Pescara; Chieti Italy
- Analytical Biochemistry and Proteomics Unit, Research Centre on Aging (Ce.S.I); University “G. d'Annunzio” of Chieti-Pescara; Chieti Italy
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Abstract
Existing clinical outcomes of disease activity, including relapse rates, are inherently insensitive to the underlying pathological process in MS. Moreover, it is extremely difficult to measure clinical disability in patients, which is often a retrospective assessment, and definitely not within the time frame of a clinical trial. Biomarkers , conversely are more specific for a pathologic process and if used correctly can prove invaluable in the diagnosis, stratification and monitoring of disease activity, including any subclinical activity which is not visible to the naked eye. In this chapter, we discuss the development of neurofilaments as surrogate outcomes of disability in MS. The validation and qualification are vital steps in biomarker development and to gaining acceptance in scientific community, and the pitfalls leading up to this are also discussed.
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Barnea E, Almogi-Hazan O, Or R, Mueller M, Ria F, Weiss L, Paidas M. Immune regulatory and neuroprotective properties of preimplantation factor: From newborn to adult. Pharmacol Ther 2015; 156:10-25. [DOI: 10.1016/j.pharmthera.2015.10.008] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
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Gelsolin decreases actin toxicity and inflammation in murine multiple sclerosis. J Neuroimmunol 2015; 287:36-42. [PMID: 26439960 DOI: 10.1016/j.jneuroim.2015.08.006] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2015] [Revised: 07/26/2015] [Accepted: 08/04/2015] [Indexed: 11/22/2022]
Abstract
Gelsolin is the fourth most abundant protein in the body and its depletion in the blood has been found in multiple sclerosis (MS) patients. How gelsolin affects the MS brain has not been studied. We found that while the secreted form of gelsolin (pGSN) decreased in the blood of experimental autoimmune encephalomyelitis (EAE) mice, pGSN concentration increased in the EAE brain. Recombinant human pGSN (rhp-GSN) decreased extracellular actin and myeloperoxidase activity in the brain, resulting in reduced disease activity and less severe clinical disease, suggesting that gelsolin could be a potential therapeutic target for MS.
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Abdelhak A, Junker A, Brettschneider J, Kassubek J, Ludolph AC, Otto M, Tumani H. Brain-Specific Cytoskeletal Damage Markers in Cerebrospinal Fluid: Is There a Common Pattern between Amyotrophic Lateral Sclerosis and Primary Progressive Multiple Sclerosis? Int J Mol Sci 2015; 16:17565-88. [PMID: 26263977 PMCID: PMC4581209 DOI: 10.3390/ijms160817565] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2015] [Revised: 07/20/2015] [Accepted: 07/23/2015] [Indexed: 11/25/2022] Open
Abstract
Many neurodegenerative disorders share a common pathophysiological pathway involving axonal degeneration despite different etiological triggers. Analysis of cytoskeletal markers such as neurofilaments, protein tau and tubulin in cerebrospinal fluid (CSF) may be a useful approach to detect the process of axonal damage and its severity during disease course. In this article, we review the published literature regarding brain-specific CSF markers for cytoskeletal damage in primary progressive multiple sclerosis and amyotrophic lateral sclerosis in order to evaluate their utility as a biomarker for disease progression in conjunction with imaging and histological markers which might also be useful in other neurodegenerative diseases associated with affection of the upper motor neurons. A long-term benefit of such an approach could be facilitating early diagnostic and prognostic tools and assessment of treatment efficacy of disease modifying drugs.
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Affiliation(s)
- Ahmed Abdelhak
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081 Ulm, Germany.
| | - Andreas Junker
- Institute of Neuropathology, University Hospital Göttingen, Robert-Koch-Str 40, 37075 Göttingen, Germany.
| | | | - Jan Kassubek
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081 Ulm, Germany.
| | - Albert C Ludolph
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081 Ulm, Germany.
| | - Markus Otto
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081 Ulm, Germany.
| | - Hayrettin Tumani
- Department of Neurology, Ulm University, Oberer Eselsberg 45, 89081 Ulm, Germany.
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D'Ambrosio A, Pontecorvo S, Colasanti T, Zamboni S, Francia A, Margutti P. Peripheral blood biomarkers in multiple sclerosis. Autoimmun Rev 2015; 14:1097-110. [PMID: 26226413 DOI: 10.1016/j.autrev.2015.07.014] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2015] [Accepted: 07/23/2015] [Indexed: 10/23/2022]
Abstract
Multiple sclerosis is the most common autoimmune disorder affecting the central nervous system. The heterogeneity of pathophysiological processes in MS contributes to the highly variable course of the disease and unpredictable response to therapies. The major focus of the research on MS is the identification of biomarkers in biological fluids, such as cerebrospinal fluid or blood, to guide patient management reliably. Because of the difficulties in obtaining spinal fluid samples and the necessity for lumbar puncture to make a diagnosis has reduced, the research of blood-based biomarkers may provide increasingly important tools for clinical practice. However, currently there are no clearly established MS blood-based biomarkers. The availability of reliable biomarkers could radically alter the management of MS at critical phases of the disease spectrum, allowing for intervention strategies that may prevent evolution to long-term neurological disability. This article provides an overview of this research field and focuses on recent advances in blood-based biomarker research.
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Affiliation(s)
- Antonella D'Ambrosio
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Simona Pontecorvo
- Multiple Sclerosis Center of Department of Neurology and Psychiatry of "Sapienza" University of Rome, Italy
| | - Tania Colasanti
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Silvia Zamboni
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy
| | - Ada Francia
- Multiple Sclerosis Center of Department of Neurology and Psychiatry of "Sapienza" University of Rome, Italy
| | - Paola Margutti
- Department of Cell Biology and Neurosciences, Istituto Superiore di Sanità, Rome, Italy.
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Stilund M, Gjelstrup MC, Petersen T, Møller HJ, Rasmussen PV, Christensen T. Biomarkers of inflammation and axonal degeneration/damage in patients with newly diagnosed multiple sclerosis: contributions of the soluble CD163 CSF/serum ratio to a biomarker panel. PLoS One 2015; 10:e0119681. [PMID: 25860354 PMCID: PMC4393241 DOI: 10.1371/journal.pone.0119681] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 01/15/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Expression of soluble CD163 (sCD163), a macrophage/microglia biomarker, is increased in inflammatory conditions, and sCD163 levels in the cerebrospinal fluid (CSF) have recently been shown to be elevated in patients with multiple sclerosis (MS): the sCD163 CSF/serum ratio was elevated in patients with relapsing-remitting MS (RRMS), primary progressive MS (PPMS), and clinically isolated syndrome (CIS) compared with symptomatic controls. OBJECTIVE To investigate the contributions of the sCD163 CSF/serum ratio to a biomarker panel focusing on inflammation and axonal degeneration in newly diagnosed MS; thus optimising a diagnostic biomarker panel for MS. METHODS After a full MS diagnostic work-up, including collection of paired samples of CSF and serum, 125 patients were included in this study. Patients were divided into groups based on their diagnosis, and patients with normal clinical and paraclinical findings were defined as symptomatic controls. Serum and CSF levels, ratios, and indices of sCD163, CXCL13, osteopontin, neopterin, and CSF levels of neurofilament light polypeptide were determined by enzyme-linked immunosorbent assays (ELISAs). For sCD163 the results constitute a post-hoc analysis of already published data. RESULTS All tested biomarkers, notably the sCD163 ratio, the CXCL13 ratio, the NEO ratio, the CSF level of NfL, the IgG index, and the serum level of OPN, were significantly correlated to RRMS, PPMS, and/or CIS. The individual biomarkers in single tests had a lower performance than the IgG index, however, their combined receiver operating characteristic (ROC) curve demonstrated excellent diagnostic discriminatory power. CONCLUSION The biomarker panel showed distinct profiles for each patient group and could be a valuable tool for clinical differentiation of MS subgroups. The combined ROC analysis showed that sCD163 contributes positively as a diagnostic marker to a panel of established MS biomarkers. Patients with PPMS were demonstrated to have significantly elevated levels of both inflammatory and degenerative markers.
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MESH Headings
- Adolescent
- Adult
- Aged
- Antigens, CD/analysis
- Antigens, CD/blood
- Antigens, CD/cerebrospinal fluid
- Antigens, Differentiation, Myelomonocytic/analysis
- Antigens, Differentiation, Myelomonocytic/blood
- Antigens, Differentiation, Myelomonocytic/cerebrospinal fluid
- Area Under Curve
- Axons/metabolism
- Biomarkers/analysis
- Biomarkers/blood
- Biomarkers/cerebrospinal fluid
- Chemokine CXCL13/blood
- Chemokine CXCL13/cerebrospinal fluid
- Enzyme-Linked Immunosorbent Assay
- Female
- Humans
- Inflammation/metabolism
- Linear Models
- Macrophages/immunology
- Macrophages/metabolism
- Male
- Microglia/metabolism
- Middle Aged
- Multiple Sclerosis/cerebrospinal fluid
- Multiple Sclerosis/diagnosis
- Multiple Sclerosis, Chronic Progressive/cerebrospinal fluid
- Multiple Sclerosis, Chronic Progressive/diagnosis
- Multiple Sclerosis, Relapsing-Remitting/cerebrospinal fluid
- Multiple Sclerosis, Relapsing-Remitting/diagnosis
- Neopterin/blood
- Neopterin/cerebrospinal fluid
- Osteopontin/blood
- Osteopontin/cerebrospinal fluid
- ROC Curve
- Receptors, Cell Surface/analysis
- Receptors, Cell Surface/blood
- Young Adult
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Affiliation(s)
- Morten Stilund
- Department of Neurology, Aarhus University Hospital, Nørrebrogade 44, DK-8000 Aarhus C, Denmark
- Department of Biomedicine, Bartholin Building, Wilhelm Meyers Allé 4, Aarhus University, DK-8000 Aarhus C, Denmark
- * E-mail:
| | - Mikkel Carstensen Gjelstrup
- Department of Biomedicine, Bartholin Building, Wilhelm Meyers Allé 4, Aarhus University, DK-8000 Aarhus C, Denmark
| | - Thor Petersen
- Department of Neurology, Aarhus University Hospital, Nørrebrogade 44, DK-8000 Aarhus C, Denmark
| | - Holger Jon Møller
- Department of Clinical Biochemistry, Aarhus University Hospital, Nørrebrogade 44, DK-8000 Aarhus C, Denmark
| | | | - Tove Christensen
- Department of Biomedicine, Bartholin Building, Wilhelm Meyers Allé 4, Aarhus University, DK-8000 Aarhus C, Denmark
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Hagman S, Kolasa M, Basnyat P, Helminen M, Kähönen M, Dastidar P, Lehtimäki T, Elovaara I. Analysis of apoptosis-related genes in patients with clinically isolated syndrome and their association with conversion to multiple sclerosis. J Neuroimmunol 2015; 280:43-8. [PMID: 25773154 DOI: 10.1016/j.jneuroim.2015.02.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2014] [Revised: 02/16/2015] [Accepted: 02/23/2015] [Indexed: 01/08/2023]
Abstract
To analyse whether the expression of apoptotic transcripts is associated with the conversion from clinically isolated syndrome (CIS) to multiple sclerosis (MS). Eleven candidate transcripts belonging to the death receptor pathway, BCL-2, the inflammasome complex and NF-ΚB family were studied in the nonconverting and converting CIS patients during the four-year follow-up period. Conversion to MS was associated with marked variability in the expression of proapoptotic genes that were linked to TGF-B1 gene levels. The predominant expression of proapoptotic genes in patients with CIS suggests an increased potential to undergo apoptosis with the goal of terminating immune responses and regulating immune system homeostasis.
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Affiliation(s)
- Sanna Hagman
- Neuroimmunology Unit, Medical School, University of Tampere and Tampere University Hospital, Tampere, Finland.
| | - Marcin Kolasa
- Neuroimmunology Unit, Medical School, University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Pabitra Basnyat
- Neuroimmunology Unit, Medical School, University of Tampere and Tampere University Hospital, Tampere, Finland
| | - Mika Helminen
- Science Centre, Pirkanmaa Hospital District and School of Health Sciences, University of Tampere, Finland
| | - Mika Kähönen
- Department of Clinical Physiology, Tampere University Hospital and University of Tampere Medical School, Finland
| | - Prasun Dastidar
- Medical Imaging Centre, Department of Diagnostic Radiology, Tampere University Hospital, Tampere, Finland
| | - Terho Lehtimäki
- Department of Clinical Chemistry, Fimlab Laboratories and School of Medicine University of Tampere, Tampere, Finland
| | - Irina Elovaara
- Neuroimmunology Unit, Medical School, University of Tampere and Tampere University Hospital, Tampere, Finland; Department of Neurology, Tampere University Hospital, Tampere, Finland
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Ontaneda D, Fox RJ, Chataway J. Clinical trials in progressive multiple sclerosis: lessons learned and future perspectives. Lancet Neurol 2015; 14:208-23. [PMID: 25772899 PMCID: PMC4361791 DOI: 10.1016/s1474-4422(14)70264-9] [Citation(s) in RCA: 139] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Progressive multiple sclerosis is characterised clinically by the gradual accrual of disability independent of relapses and can occur with disease onset (primary progressive) or can be preceded by a relapsing disease course (secondary progressive). An effective disease-modifying treatment for progressive multiple sclerosis has not yet been identified, and so far the results of clinical trials have generally been disappointing. Ongoing advances in the knowledge of pathogenesis, in the identification of novel targets for neuroprotection, and in improved outcome measures could lead to effective treatments for progressive multiple sclerosis. In this Series paper, we summarise the lessons learned from completed clinical trials and perspectives from trials in progress in progressive multiple sclerosis. We review promising clinical, imaging, and biological markers, along with novel designs, for clinical trials. The use of more refined outcomes and truly neuroprotective drugs, coupled with more efficient trial design, has the capacity to deliver a new era of therapeutic discovery in this challenging area.
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Affiliation(s)
- Daniel Ontaneda
- Mellen Center for Multiple Sclerosis Treatment and Research, Cleveland Clinic, Cleveland, OH, USA.
| | - Robert J Fox
- Mellen Center for Multiple Sclerosis Treatment and Research, Cleveland Clinic, Cleveland, OH, USA
| | - Jeremy Chataway
- Queen Square Multiple Sclerosis Centre, Department of Neuroinflammation, UCL Institute of Neurology, University College London, London, UK; National Hospital for Neurology and Neurosurgery, University College London Hospitals NHS Foundation Trust, London, UK
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Gresle MM, Liu Y, Dagley LF, Haartsen J, Pearson F, Purcell AW, Laverick L, Petzold A, Lucas RM, Van der Walt A, Prime H, Morris DR, Taylor BV, Shaw G, Butzkueven H. Serum phosphorylated neurofilament-heavy chain levels in multiple sclerosis patients. J Neurol Neurosurg Psychiatry 2014; 85:1209-13. [PMID: 24639436 DOI: 10.1136/jnnp-2013-306789] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES We evaluated whether the measurement of serum phosphorylated neurofilament heavy chain (pNF-H) titre is likely to be a valid biomarker of axonal injury in multiple sclerosis (MS). METHODS Serum pNF-H concentrations were measured by ELISA in cases with relapsing-remitting (RR)-MS (n=81), secondary progressive (SP) MS (n=13) and primary progressive (PP)-MS; n=6) MS; first demyelinating event (FDE; n=82); and unaffected controls (n=135). A subset of MS cases (n=45) were re-sampled on one or multiple occasions. The Multiple Sclerosis Severity Score (MSSS) and MRI measures were used to evaluate associations between serum pNF-H status, disease severity and cerebral lesion load and activity. RESULTS We confirmed the presence of pNF-H peptides in serum by ELISA. We showed that a high serum pNF-H titre was detectable in 9% of RR-MS and FDE cases, and 38.5% of SP-MS cases. Patients with a high serum pNF-H titre had higher average MSSS scores and T2 lesion volumes than patients with a low serum pNF-H titre. Repeated sampling of a subset of MS cases showed that pNF-H levels can fluctuate over time, likely reflecting temporal dynamics of axonal injury in MS. CONCLUSIONS A subset of FDE/MS cases was found to have a high serum pNF-H titre, and this was associated with changes in clinical outcome measures. We propose that routine measurement of serum pNF-H should be further investigated for monitoring axonal injury in MS.
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Affiliation(s)
- M M Gresle
- The Department of Medicine, University of Melbourne, Parkville, Victoria, Australia Melbourne Brain Centre, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - Y Liu
- Department of Radiology, Xuanwu Hospital Capital Medical University, Beijing, China
| | - L F Dagley
- Bio21 Institute, University of Melbourne, Parkville, Victoria, Australia
| | - J Haartsen
- Eastern Clinical Research Unit Box-Hill Hospital, Victoria, Australia
| | - F Pearson
- Eastern Clinical Research Unit Box-Hill Hospital, Victoria, Australia
| | - A W Purcell
- Bio21 Institute, University of Melbourne, Parkville, Victoria, Australia Department of Biochemistry and Molecular Biology, School of Biomedical Sciences, Monash University, Clayton, Victoria, Australia
| | - L Laverick
- The Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - A Petzold
- Department of Neuroimmunology, UCL institute of Neurology, London, UK
| | - R M Lucas
- National Centre for Epidemiology and Population Health, College of Medicine, Biology and Environment, Australian National University, Canberra, Australian Capital Territory, Australia
| | - A Van der Walt
- Melbourne Brain Centre, Royal Melbourne Hospital, Parkville, Victoria, Australia
| | - H Prime
- Eastern Clinical Research Unit Box-Hill Hospital, Victoria, Australia MRI services, MIA, Box Hill, Victoria, Australia
| | - D R Morris
- The Department of Medicine, University of Melbourne, Parkville, Victoria, Australia
| | - B V Taylor
- The Menzies Research Institute, University of Tasmania, Hobart, Tasmania, Australia
| | | | - G Shaw
- Department of Neuroscience, McKnight Brain Institute, University of Florida, Gainesville, Florida, USA EnCor Biotechnology Inc. Gainesville, Florida
| | - H Butzkueven
- The Department of Medicine, University of Melbourne, Parkville, Victoria, Australia Melbourne Brain Centre, Royal Melbourne Hospital, Parkville, Victoria, Australia Eastern Clinical Research Unit Box-Hill Hospital, Victoria, Australia
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Fraussen J, Claes N, de Bock L, Somers V. Targets of the humoral autoimmune response in multiple sclerosis. Autoimmun Rev 2014; 13:1126-37. [DOI: 10.1016/j.autrev.2014.07.002] [Citation(s) in RCA: 64] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2014] [Accepted: 05/27/2014] [Indexed: 01/09/2023]
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Burman J, Zetterberg H, Fransson M, Loskog ASI, Raininko R, Fagius J. Assessing tissue damage in multiple sclerosis: a biomarker approach. Acta Neurol Scand 2014; 130:81-9. [PMID: 24571714 DOI: 10.1111/ane.12239] [Citation(s) in RCA: 58] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2014] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Magnetic resonance imaging (MRI) of the brain and spinal cord is the gold standard for assessing disease activity in multiple sclerosis (MS). MRI is an excellent instrument for determination of accumulated damage to the brain and spinal cord, but tells us little about ongoing tissue damage. In this study, biomarkers of oligodendrocyte, axonal and astrocyte injury were related to MRI and clinical findings and used to assess tissue damage in MS. MATERIALS AND METHODS Cerebrospinal fluid from 44 patients with relapsing-remitting MS, 20 with secondary progressive MS and 15 controls were investigated with ELISA to determine levels of myelin basic protein (MBP), neurofilament light (NFL) and glial fibrillary acidic protein (GFAp). Patients underwent MRI of the brain and spinal cord, and gadolinium enhancing lesions, T1 lesions and T2 lesions were counted. RESULTS Patients in clinical relapse and patients with nonsymptomatic gadolinium enhancing lesions had high levels of MBP and NFL, indicating ongoing damage to oligodendrocytes and axons. The level of MBP dropped quickly within a week from the onset of a relapse, whereas NFL remained elevated for several weeks and GFAp slowly rose during the course of a relapse. Relapsing-remitting MS patients without gadolinium enhancing lesions had values of MBP, NFL and GFAp similar to controls, while patients with secondary progressive disease had moderately increased values of all biomarkers. CONCLUSIONS Analysis of MBP, NFL and GFAp provides direct means to measure tissue damage and is a useful addition to our methods for evaluation of MS.
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Affiliation(s)
- J. Burman
- Department of Neuroscience; Uppsala University; Uppsala Sweden
- Department of Neurology; Uppsala University Hospital; Uppsala Sweden
- Department of Immunology; Genetics and Pathology; Uppsala University; Uppsala Sweden
| | - H. Zetterberg
- Department of Psychiatry and Neurochemistry; the Sahlgrenska Academy at the University of Gothenburg; Mölndal Sweden
- UCL Institute of Neurology; London UK
| | - M. Fransson
- Department of Immunology; Genetics and Pathology; Uppsala University; Uppsala Sweden
| | - A. SI. Loskog
- Department of Immunology; Genetics and Pathology; Uppsala University; Uppsala Sweden
| | - R. Raininko
- Department of Radiology; Uppsala University; Uppsala Sweden
| | - J. Fagius
- Department of Neuroscience; Uppsala University; Uppsala Sweden
- Department of Neurology; Uppsala University Hospital; Uppsala Sweden
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Vidaurre OG, Haines JD, Katz Sand I, Adula KP, Huynh JL, McGraw CA, Zhang F, Varghese M, Sotirchos E, Bhargava P, Bandaru VVR, Pasinetti G, Zhang W, Inglese M, Calabresi PA, Wu G, Miller AE, Haughey NJ, Lublin FD, Casaccia P. Cerebrospinal fluid ceramides from patients with multiple sclerosis impair neuronal bioenergetics. Brain 2014; 137:2271-86. [PMID: 24893707 PMCID: PMC4164163 DOI: 10.1093/brain/awu139] [Citation(s) in RCA: 115] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2013] [Revised: 03/20/2014] [Accepted: 04/06/2014] [Indexed: 11/14/2022] Open
Abstract
Axonal damage is a prominent cause of disability and yet its pathogenesis is incompletely understood. Using a xenogeneic system, here we define the bioenergetic changes induced in rat neurons by exposure to cerebrospinal fluid samples from patients with multiple sclerosis compared to control subjects. A first discovery cohort of cerebrospinal fluid from 13 patients with multiple sclerosis and 10 control subjects showed that acute exposure to cerebrospinal fluid from patients with multiple sclerosis induced oxidative stress and decreased expression of neuroprotective genes, while increasing expression of genes involved in lipid signalling and in the response to oxidative stress. Protracted exposure of neurons to stress led to neurotoxicity and bioenergetics failure after cerebrospinal fluid exposure and positively correlated with the levels of neurofilament light chain. These findings were validated using a second independent cohort of cerebrospinal fluid samples (eight patients with multiple sclerosis and eight control subjects), collected at a different centre. The toxic effect of cerebrospinal fluid on neurons was not attributable to differences in IgG content, glucose, lactate or glutamate levels or differences in cytokine levels. A lipidomic profiling approach led to the identification of increased levels of ceramide C16:0 and C24:0 in the cerebrospinal fluid from patients with multiple sclerosis. Exposure of cultured neurons to micelles composed of these ceramide species was sufficient to recapitulate the bioenergetic dysfunction and oxidative damage induced by exposure to cerebrospinal fluid from patients with multiple sclerosis. Therefore, our data suggest that C16:0 and C24:0 ceramides are enriched in the cerebrospinal fluid of patients with multiple sclerosis and are sufficient to induce neuronal mitochondrial dysfunction and axonal damage.
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Affiliation(s)
- Oscar G Vidaurre
- 1 Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jeffery D Haines
- 1 Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Ilana Katz Sand
- 2 Corinne Goldsmith Dickinson Centre for MS, Mount Sinai Medical Centre, New York, NY 10029, USA
| | - Kadidia P Adula
- 1 Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jimmy L Huynh
- 1 Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Corey A McGraw
- 3 Department of Neurology, Albert Einstein College of Medicine, Montefiore Medical Centre, Bronx, NY, USA
| | - Fan Zhang
- 4 Bioinformatics Department, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Merina Varghese
- 5 Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Elias Sotirchos
- 6 Department of Neurology, The Johns Hopkins Hospital, Baltimore, MD, USA
| | - Pavan Bhargava
- 6 Department of Neurology, The Johns Hopkins Hospital, Baltimore, MD, USA
| | | | - Giulio Pasinetti
- 5 Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Weijia Zhang
- 4 Bioinformatics Department, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Matilde Inglese
- 7 Department of Neurology, Radiology and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Peter A Calabresi
- 6 Department of Neurology, The Johns Hopkins Hospital, Baltimore, MD, USA
| | - Gang Wu
- 8 Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Aaron E Miller
- 2 Corinne Goldsmith Dickinson Centre for MS, Mount Sinai Medical Centre, New York, NY 10029, USA
| | - Norman J Haughey
- 6 Department of Neurology, The Johns Hopkins Hospital, Baltimore, MD, USA
| | - Fred D Lublin
- 2 Corinne Goldsmith Dickinson Centre for MS, Mount Sinai Medical Centre, New York, NY 10029, USA
| | - Patrizia Casaccia
- 1 Department of Neuroscience and Friedman Brain Institute, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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Lolli F, Rovero P, Chelli M, Papini AM. Toward biomarkers in multiple sclerosis: new advances. Expert Rev Neurother 2014; 6:781-94. [PMID: 16734525 DOI: 10.1586/14737175.6.5.781] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Multiple sclerosis is an autoimmune disease that commonly affects young adults. If initially characterized by acute relapses, it is later followed by only incomplete remission. Over years, progressive disability and irreversible deficit lead to chronic neurological deficits in the majority of patients. The clinical course is protracted and unpredictable, and no biological marker is useful in predicting the evolution of autoaggression and disability. It is difficult to diagnose and to monitor disease progression after the initial symptoms or even during the major clinical manifestations, and it is difficult to treat. In this review, the authors report recent advances in the field, focusing on the search of new antigens as a marker of the disease, in their relevance to the pathophysiology and diagnosis of the disease.
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Affiliation(s)
- Francesco Lolli
- Laboratorio Interdipartimentale di Chimica & Biologia dei Peptidi & Proteine, Polo Scientifico e Tecnologico, Università degli Studi di Firenze, via Ugo Schiff 6, I-50019 Sesto Fiorentino, Italy.
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Abstract
The cerebrospinal fluid (CSF) is a bodily fluid, which is both easily accessible and the most proximate to the pathological alterations of multiple sclerosis (MS). Consequently, the analysis of this fluid provides an important window into the pathological underpinnings of this disease. For example, for years, it has been known that the CSF of MS patients contains oligoclonal gamma immunoglobulins (IgG), which are synthesized within the central nervous system and presumably relate to the immune dysfunction, which is characteristically found in MS. This insight has lead to the introduction of highly-effective anti-B-cell therapies into the field of MS therapeutics. Moreover, the presence of an oligoclonal IgG response in the CSF, although not specific for MS, is a very sensitive finding and, as a result, its presence can be quite helpful for establishing an MS diagnosis in the right clinical context. In addition, this finding has predictive value. Thus, patients without a definite diagnosis who have CSF IgG bands are significantly more likely to develop definite MS compared to those patients without such a banding pattern. Other biological molecules can also be found in the CSF including neurofiliment, myelin basic protein (MBP), glial fibrillary acidic protein (GFAP), tau, neuronal cell adhesion molecule (NCAM), and the growth associated protein (GAP-43). However, the value of measuring these (and other) CSF constituents for both diagnostic and prognostic purposes and for following response to therapy is still to be determined.
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Affiliation(s)
- Gavin Giovannoni
- Centre for Neuroscience and Trauma, Blizard Institute, Barts and The London School of Medicine and Dentistry, London, UK.
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45
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Modvig S, Degn M, Horwitz H, Cramer SP, Larsson HBW, Wanscher B, Sellebjerg F, Frederiksen JL. Relationship between cerebrospinal fluid biomarkers for inflammation, demyelination and neurodegeneration in acute optic neuritis. PLoS One 2013; 8:e77163. [PMID: 24116216 PMCID: PMC3792899 DOI: 10.1371/journal.pone.0077163] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2013] [Accepted: 09/07/2013] [Indexed: 12/31/2022] Open
Abstract
Background Various inflammatory biomarkers show prognostic potential for multiple sclerosis (MS)-risk after clinically isolated syndromes. However, biomarkers are often examined singly and their interrelation and precise aspects of their associated pathological processes remain unclear. Clarification of these relationships could aid the appropriate implementation of prognostic biomarkers in clinical practice. Objective To investigate the interrelation between biomarkers of inflammation, demyelination and neurodegeneration in acute optic neuritis and to assess their association to measures of MS risk. Material and Methods A prospective study at a tertiary referral centre from June 2011 to December 2012 of 56 patients with optic neuritis as a first demyelinating symptom and 27 healthy volunteers. Lumbar puncture was performed within 28 (median 16) days of onset. CSF levels of CXCL13, matrix metalloproteinase (MMP)-9, CXCL10, CCL-2, osteopontin and chitinase-3-like-1, myelin basic protein (MBP) and neurofilament light-chain (NF-L) were determined. MS-risk outcome measures were dissemination in space (DIS) of white matter lesions on cerebral MRI, CSF oligoclonal bands and elevated IgG-index. Results In the interrelation analysis the biomarkers showed close correlations within two distinct groups: Biomarkers of leukocyte infiltration (CXCL13, MMP-9 and CXCL10) were strongly associated (p<0.0001 for all). Osteopontin and chitinase-3-like-1 were also tightly associated (p<0.0001) and correlated strongly to tissue damage markers (NF-L and MBP). The biomarkers of leukocyte infiltration all associated strongly with MS-risk parameters, whereas CHI3L1 and MBP correlated with MRI DIS, but not with CSF MS-risk parameters and osteopontin and NF-L did not correlate with any MS-risk parameters. Conclusions Our findings suggest two distinct inflammatory processes: one of leukocyte infiltration, represented by CXCL13, CXCL10 and MMP-9, strongly associated with and potentially predicting MS-risk; the other represented by osteopontin and CHI3L1, suggesting tissue damage-related inflammation, potentially predicting residual disabilities after attack and perhaps cumulative damage over time. These hypotheses should be further addressed in follow-up studies.
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Affiliation(s)
- Signe Modvig
- MS Clinic, Department of Neurology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
- * E-mail:
| | - Matilda Degn
- MS Clinic, Department of Neurology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
| | - Henrik Horwitz
- MS Clinic, Department of Neurology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
| | - Stig P. Cramer
- MS Clinic, Department of Neurology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
- Functional Imaging Unit, Department of Diagnostics, Copenhagen University Hospital, Glostrup, Glostrup, Denmark
| | - Henrik B. W. Larsson
- Functional Imaging Unit, Department of Diagnostics, Copenhagen University Hospital, Glostrup, Glostrup, Denmark
| | - Benedikte Wanscher
- Department of Clinical Neurophysiology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
| | - Finn Sellebjerg
- Danish MS Research Centre, Department of Neurology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Jette L. Frederiksen
- MS Clinic, Department of Neurology, Copenhagen University Hospital Glostrup, Glostrup, Denmark
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Serum and cerebrospinal fluid light neurofilaments and antibodies against them in clinically isolated syndrome and multiple sclerosis. J Neuroimmunol 2013; 262:113-20. [DOI: 10.1016/j.jneuroim.2013.06.010] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2013] [Revised: 05/29/2013] [Accepted: 06/19/2013] [Indexed: 12/13/2022]
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Quantification of α-tubulin isotypes by sandwich ELISA with signal amplification through biotinyl-tyramide or immuno-PCR. J Immunol Methods 2013; 395:63-70. [DOI: 10.1016/j.jim.2013.07.001] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2013] [Revised: 07/02/2013] [Accepted: 07/02/2013] [Indexed: 11/17/2022]
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Lépinoux-Chambaud C, Eyer J. Review on intermediate filaments of the nervous system and their pathological alterations. Histochem Cell Biol 2013; 140:13-22. [PMID: 23749407 DOI: 10.1007/s00418-013-1101-1] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/23/2013] [Indexed: 11/28/2022]
Abstract
Intermediate filaments (IFs) of the nervous system, including neurofilaments, α-internexin, glial fibrillary acidic protein, synemin, nestin, peripherin and vimentin, are finely expressed following elaborated cell, tissue and developmental specific patterns. A common characteristic of several neurodegenerative diseases is the abnormal accumulation of neuronal IFs in cell bodies or along the axon, often associated with impairment of the axonal transport and degeneration of neurons. In this review, we also present several perturbations of IF metabolism and organization associated with neurodegenerative disorders. Such modifications could represent strong markers of neuronal damages. Moreover, recent data suggest that IFs represent potential biomarkers to determine the disease progression or the differential stages of a neuronal disorder. Finally, recent investigations on IF expression and function in cancer provide evidence that they may be useful as markers, or targets of brain tumours, especially high-grade glioma. A better knowledge of the molecular mechanisms of IF alterations, combined to neuroimaging, is essential to improve diagnosis and therapeutic strategies of such neurodegenerative diseases and glioma.
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Affiliation(s)
- Claire Lépinoux-Chambaud
- Laboratoire Neurobiologie and Transgenese, LUNAM, UPRES EA-3143, Centre Hospitalier Universitaire, Bâtiment IBS-IRIS, Université d'Angers, 49033, Angers, France
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Fialová L, Bartos A, Švarcová J, Zimova D, Kotoucova J. Serum and cerebrospinal fluid heavy neurofilaments and antibodies against them in early multiple sclerosis. J Neuroimmunol 2013; 259:81-7. [DOI: 10.1016/j.jneuroim.2013.03.009] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2013] [Revised: 03/14/2013] [Accepted: 03/22/2013] [Indexed: 11/16/2022]
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Kuhle J, Plattner K, Bestwick JP, Lindberg RL, Ramagopalan SV, Norgren N, Nissim A, Malaspina A, Leppert D, Giovannoni G, Kappos L. A comparative study of CSF neurofilament light and heavy chain protein in MS. Mult Scler 2013; 19:1597-603. [PMID: 23529999 DOI: 10.1177/1352458513482374] [Citation(s) in RCA: 109] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
BACKGROUND There is a lack of reliable biomarkers of axonal degeneration. Neurofilaments are promising candidates to fulfil this task. We compared two highly sensitive assays to measure two subunits of the neurofilament protein (neurofilament light (NfL) and neurofilament heavy chain (NfH)). METHODS We evaluated the analytical and clinical performance of the UmanDiagnostics NF-light(®) enzyme-linked immunosorbent assay (ELISA) in the cerebrospinal fluid (CSF) of a group of 148 patients with clinically isolated syndrome (CIS) or multiple sclerosis (MS), and 72 controls. We compared our results with referring levels of our previously-developed CSF NfH(SMI35) assay. RESULTS Exposure to room temperature (up to 8 days) or repetitive thawing (up to 4 thaws) did not influence measurement of NfL concentrations. Values of NfL were higher in all disease stages of CIS/MS, in comparison to controls (p ≤ 0.001). NfL levels correlated with the Expanded Disability Status Scale (EDSS) score in patients with relapsing disease (r(s) = 0.31; p = 0.002), spinal cord relapses and with CSF markers of acute inflammation. The ability of NfL to distinguish patients from controls was greater than that of NfH(SMI35) in both CIS patients (p = 0.001) and all MS stages grouped together (p = 0.035). CONCLUSIONS NfL proved to be a stable protein, an important prerequisite for a reliable biomarker, and the NF-light(®) ELISA performed better in discriminating patients from controls, compared with the ECL-NfH(SMI35) immunoassay. We confirmed and expanded upon previous findings regarding neurofilaments as quantitative markers of neurodegeneration. Our results further support the role of neurofilaments as a potential surrogate measure for neuroprotective treatment in MS studies.
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Affiliation(s)
- Jens Kuhle
- Blizard Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, UK
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