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Sak M, Chariker JH, Park JW, Rouchka EC. Gene expression and alternative splicing analysis in a large-scale Multiple Sclerosis study. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.08.16.24312099. [PMID: 39185521 PMCID: PMC11343266 DOI: 10.1101/2024.08.16.24312099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 08/27/2024]
Abstract
Background Multiple Sclerosis (MS) is an autoimmune neurodegenerative disease affecting approximately 3 million people globally. Despite rigorous research on MS, aspects of its development and progression remain unclear. Understanding molecular mechanisms underlying MS is crucial to providing insights into disease pathways, identifying potential biomarkers for early diagnosis, and revealing novel therapeutic targets for improved patient outcomes. Methods We utilized publicly available RNA-seq data (GSE138614) from post-mortem white matter tissues of five donors without any neurological disorder and ten MS patient donors. This data was interrogated for differential gene expression, alternative splicing and single nucleotide variants as well as for functional enrichments in the resulting datasets. Results A comparison of non-MS white matter (WM) to MS samples yielded differentially expressed genes involved in adaptive immune response, cell communication, and developmental processes. Genes with expression changes positively correlated with tissue inflammation were enriched in the immune system and receptor interaction pathways. Negatively correlated genes were enriched in neurogenesis, nervous system development, and metabolic pathways. Alternatively spliced transcripts between WM and MS lesions included genes that play roles in neurogenesis, myelination, and oligodendrocyte differentiation, such as brain enriched myelin associated protein (BCAS1), discs large MAGUK scaffold protein 1 (DLG1), KH domain containing RNA binding (QKI), and myelin basic protein (MBP). Our approach to comparing normal appearing WM (NAWM) and active lesion (AL) from one donor and NAWM and chronic active (CA) tissues from two donors, showed that different IgH and IgK gene subfamilies were differentially expressed. We also identified pathways involved in white matter injury repair and remyelination in these tissues. Differentially spliced genes between these lesions were involved in axon and dendrite structure stability. We also identified exon skipping events and spontaneous single nucleotide polymorphisms in membrane associated ring-CH-type finger 1 (MARCHF1), UDP glycosyltransferase 8 (UGT8), and other genes important in autoimmunity and neurodegeneration. Conclusion Overall, we identified unique genes, pathways, and novel splicing events affecting disease progression that can be further investigated as potential novel drug targets for MS treatment.
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Affiliation(s)
- Müge Sak
- Kentucky IDeA Network of Biomedical Research Excellence Bioinformatics Core, University of Louisville, Louisville, Kentucky 40202, United States of America
- Department of Neuroscience Training, University of Louisville, Louisville, Kentucky 40202, United States of America
| | - Julia H. Chariker
- Kentucky IDeA Network of Biomedical Research Excellence Bioinformatics Core, University of Louisville, Louisville, Kentucky 40202, United States of America
- Department of Neuroscience Training, University of Louisville, Louisville, Kentucky 40202, United States of America
| | - Juw Won Park
- Kentucky IDeA Network of Biomedical Research Excellence Bioinformatics Core, University of Louisville, Louisville, Kentucky 40202, United States of America
- Department of Medicine, University of Louisville, Louisville, Kentucky 40202, United States of America
- Brown Cancer Center Bioinformatics Core, University of Louisville, Louisville, Kentucky 40202, United States of America
- Center for Integrative Environmental Health Sciences Biostatistics and Informatics Facility Core, University of Louisville, Louisville, Kentucky 40202, United States of America
| | - Eric C. Rouchka
- Kentucky IDeA Network of Biomedical Research Excellence Bioinformatics Core, University of Louisville, Louisville, Kentucky 40202, United States of America
- Department of Biochemistry and Molecular Genetics, University of Louisville, Louisville, Kentucky 40202, United States of America
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Kaçar S, Coric D, Ometto G, Montesano G, Denniston AK, Keane PA, Uitdehaag BMJ, Crabb DP, Schoonheim MM, Petzold A, Strijbis EMM. Exploring Vitreous Haze as a Potential Biomarker for Accelerated Glymphatic Outflow and Neurodegeneration in Multiple Sclerosis: A Cross-Sectional Study. Brain Sci 2023; 14:36. [PMID: 38248251 PMCID: PMC10813039 DOI: 10.3390/brainsci14010036] [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: 11/09/2023] [Revised: 12/08/2023] [Accepted: 12/25/2023] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND The glymphatic system removes neurodegenerative debris. The ocular glymphatic outflow is from the eye to the proximal optic nerve. In multiple sclerosis (MS), atrophy of the optic nerve increases the glymphatic outflow space. Here, we tested whether vitreous haze (VH) can provide novel insights into the relationship between neurodegeneration and the ocular glymphatic system in MS. METHODS This cross-sectional study comprised 315 persons with MS and 87 healthy controls (HCs). VH was quantified from optical coherence tomography (OCT) volume scans. Neurodegeneration was determined on three-dimensional T1 (3DT1) MRI, lesion detection on fluid-attenuated inversion (FLAIR), and layer thickness on OCT. Generalized estimating equations, corrected for age, were used to analyze associations between VH and metrics for neurodegeneration, demographics, and clinical scales. Group differences were determined between mild, moderate, and severe disability. RESULTS On the group level, VH scores were comparable between MS and control (p = 0.629). In MS, VH scores declined with disease duration (β = -0.009, p = 0.004) and age (β = -0.007, p = 0.001). There was no relation between VH scores and higher age in HCs. In MS patients, VH was related to normalized gray (NGMV, β = 0.001, p = 0.011) and white matter volume (NWMV, β = 0.001, p = 0.003), macular ganglion cell-inner plexiform layer thickness (mGCIPL, β = 0.006, p < 0.001), and peripapillary retinal nerve fiber layer thickness (pRNFL, β = 0.004, p = 0.008). VH was significantly lower in severe compared to mild disability (mean difference -28.86%, p = 0.058). CONCLUSIONS There is a correlation between VH on OCT and disease duration, more severe disability and lower brain volumes in MS. Biologically, these relationships suggest accelerated glymphatic clearance with disease-related atrophy.
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Affiliation(s)
- Sezgi Kaçar
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (D.C.); (B.M.J.U.); (A.P.); (E.M.M.S.)
- Dutch Expertise Center for Neuro-Ophthalmology, VU University Medical Center, 1081 HV Amsterdam, The Netherlands
| | - Danko Coric
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (D.C.); (B.M.J.U.); (A.P.); (E.M.M.S.)
- Dutch Expertise Center for Neuro-Ophthalmology, VU University Medical Center, 1081 HV Amsterdam, The Netherlands
| | - Giovanni Ometto
- Department of Optometry and Visual Sciences, City, University of London, London WC1E 7HU, UK; (G.O.); (G.M.); (D.P.C.)
| | - Giovanni Montesano
- Department of Optometry and Visual Sciences, City, University of London, London WC1E 7HU, UK; (G.O.); (G.M.); (D.P.C.)
| | - Alastair K. Denniston
- Academic Unit of Ophthalmology, Institute of Inflammation and Ageing, University of Birmingham, Birmingham B15 2TT, UK;
- Department of Ophthalmology, University Hospitals Birmingham NHS Foundation Trust, Birmingham B15 2TT, UK
- NIHR Biomedical Research Centre, Moorfields Eye Hospital and UCL Institute of Ophthalmology, London EC1V 9LF, UK;
| | - Pearse A. Keane
- NIHR Biomedical Research Centre, Moorfields Eye Hospital and UCL Institute of Ophthalmology, London EC1V 9LF, UK;
| | - Bernard M. J. Uitdehaag
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (D.C.); (B.M.J.U.); (A.P.); (E.M.M.S.)
| | - David P. Crabb
- Department of Optometry and Visual Sciences, City, University of London, London WC1E 7HU, UK; (G.O.); (G.M.); (D.P.C.)
| | - Menno M. Schoonheim
- Department of Anatomy and Neurosciences, Neuroscience Campus Amsterdam, VU University Medical Center, 1081 HV Amsterdam, The Netherlands;
| | - Axel Petzold
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (D.C.); (B.M.J.U.); (A.P.); (E.M.M.S.)
- Dutch Expertise Center for Neuro-Ophthalmology, VU University Medical Center, 1081 HV Amsterdam, The Netherlands
- Department of Neurology and Ophthalmology, Moorfields Eye Hospital, City Road, London EC1V 9LF, UK
- The National Hospital for Neurology and Neurosurgery, University College London, London WC1E 7HU, UK
| | - Eva M. M. Strijbis
- MS Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, VU University Medical Center, Amsterdam UMC Location VUmc, De Boelelaan 1117, 1081 HV Amsterdam, The Netherlands; (D.C.); (B.M.J.U.); (A.P.); (E.M.M.S.)
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Wessels MHJ, Van Lierop ZYGJ, Noteboom S, Strijbis EMM, Heijst JA, Van Kempen ZLE, Moraal B, Barkhof F, Uitdehaag BMJ, Schoonheim MM, Killestein J, Teunissen CE. Serum glial fibrillary acidic protein in natalizumab-treated relapsing-remitting multiple sclerosis: An alternative to neurofilament light. Mult Scler 2023; 29:1229-1239. [PMID: 37530045 PMCID: PMC10503252 DOI: 10.1177/13524585231188625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 06/12/2023] [Accepted: 06/28/2023] [Indexed: 08/03/2023]
Abstract
BACKGROUND There is a need in Relapsing-Remitting Multiple Sclerosis (RRMS) treatment for biomarkers that monitor neuroinflammation, neurodegeneration, treatment response, and disease progression despite treatment. OBJECTIVE To assess the value of serum glial fibrillary acidic protein (sGFAP) as a biomarker for clinical disease progression and brain volume measurements in natalizumab-treated RRMS patients. METHODS sGFAP and neurofilament light (sNfL) were measured in an observational cohort of natalizumab-treated RRMS patients at baseline, +3, +12, and +24 months and at the last sample follow-up (median 5.17 years). sGFAP was compared between significant clinical progressors and non-progressors and related to magnetic resonance imaging (MRI)-derived volumes of the whole brain, ventricle, thalamus, and lesion. The relationship between sGFAP and sNfL was assessed. RESULTS A total of 88 patients were included, and 47.7% progressed. sGFAP levels at baseline were higher in patients with gadolinium enhancement (1.3-fold difference, p = 0.04) and decreased in 3 months of treatment (adj. p < 0.001). No association was found between longitudinal sGFAP levels and progressor status. sGFAP at baseline and 12 months was significantly associated with normalized ventricular (positively), thalamic (negatively), and lesion volumes (positively). Baseline and 12-month sGFAP predicted annualized ventricle volume change rate after 1 year of treatment. sGFAP correlated with sNfL at baseline (p < 0.001) and last sample follow-up (p < 0.001) but stabilized earlier. DISCUSSION sGFAP levels related to MRI markers of neuroinflammation and neurodegeneration.
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Affiliation(s)
- Mark HJ Wessels
- Mark HJ Wessels Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, De Boelelaan 1118, 1081 HZ Amsterdam, The Netherlands.
| | - Zoë YGJ Van Lierop
- Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Samantha Noteboom
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Eva MM Strijbis
- Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Johannes A Heijst
- Department of Clinical Chemistry, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Zoé LE Van Kempen
- Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Bastiaan Moraal
- Department of Radiology and Nuclear Medicine, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Frederik Barkhof
- Department of Radiology and Nuclear Medicine, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands; Queen Square Institute of Neurology, Centre for Medical Image Computing, University College London, London, UK
| | - Bernard MJ Uitdehaag
- Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Menno M Schoonheim
- Department of Anatomy and Neurosciences, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Joep Killestein
- Department of Neurology, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Department of Clinical Chemistry, MS Center Amsterdam, Amsterdam Neuroscience, Amsterdam UMC, location VUmc, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Boyd MAA, Carey Hoppe A, Kelleher AD, Munier CML. T follicular helper cell responses to SARS-CoV-2 vaccination among healthy and immunocompromised adults. Immunol Cell Biol 2023; 101:504-513. [PMID: 36825370 PMCID: PMC10952589 DOI: 10.1111/imcb.12635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 02/21/2023] [Accepted: 02/22/2023] [Indexed: 02/25/2023]
Abstract
The worldwide rollout of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccinations in the last 2 years has produced a multitude of studies investigating T-cell responses in the peripheral blood and a limited number in secondary lymphoid tissues. As a key component to an effective immune response, vaccine-specific T follicular helper (Tfh) cells are localized in the draining lymph node (LN) and assist in the selection of highly specific B-cell clones for the production of neutralizing antibodies. While these cells have been noted in the blood as circulating Tfh (cTfh) cells, they are not often taken into consideration when examining effective CD4+ T-cell responses, particularly in immunocompromised groups. Furthermore, site-specific analyses in locations such as the LN have recently become an attractive area of investigation. This is mainly a result of improved sampling methods via ultrasound-guided fine-needle biopsy (FNB)/fine-needle aspiration (FNA), which are less invasive than LN excision and able to be performed longitudinally. While these studies have been undertaken in healthy individuals, data from immunocompromised groups are lacking. This review will focus on both Tfh and cTfh responses after SARS-CoV-2 vaccination in healthy and immunocompromised individuals. This area of investigation could identify key characteristics of a successful LN response required for the prevention of infection and viral clearance. This furthermore may highlight responses that could be fine-tuned to improve vaccine efficacy within immunocompromised groups that are at a risk of more severe disease.
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Affiliation(s)
| | - Alexandra Carey Hoppe
- Immunovirology and Pathogenesis ProgramThe Kirby InstituteUNSWSydneyNSW2052Australia
| | - Anthony D Kelleher
- Immunovirology and Pathogenesis ProgramThe Kirby InstituteUNSWSydneyNSW2052Australia
- St Vincent's HospitalSydneyNSW2010Australia
| | - C Mee Ling Munier
- Immunovirology and Pathogenesis ProgramThe Kirby InstituteUNSWSydneyNSW2052Australia
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Fernández Ó, Montalban X, Agüera E, Aladro Y, Alonso A, Arroyo R, Brieva L, Calles C, Costa-Frossard L, Eichau S, García-Domínguez JM, Hernández MÁ, Landete L, Llaneza M, Llufriu S, Meca-Lallana JE, Meca-Lallana V, Mongay-Ochoa N, Moral E, Oreja-Guevara C, Ramió-Torrentà L, Téllez N, Romero-Pinel L, Rodríguez-Antigüedad A. [15th Post-ECTRIMS Meeting: a review of the latest developments presented at the 2022 ECTRIMS Congress (Part I)]. Rev Neurol 2023; 77:19-30. [PMID: 37365721 PMCID: PMC10663806 DOI: 10.33588/rn.7701.2023167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Indexed: 06/28/2023]
Abstract
INTRODUCTION On 4 and 5 November 2022, Madrid hosted the 15th edition of the Post-ECTRIMS Meeting, where neurologists specialised in multiple sclerosis (MS) outlined the most relevant novelties presented at the 2022 ECTRIMS Congress, held in Amsterdam from 26 to 28 October. AIM To synthesise the content presented at the 15th edition of the Post-ECTRIMS Meeting, in an article broken down into two parts. DEVELOPMENT In this first part, the initial events involved in the onset of MS, the role played by lymphocytes and the migration of immune system cells into the central nervous system are presented. It describes emerging biomarkers in body fluids and imaging findings that are predictive of disease progression and useful in the differential diagnosis of MS. It also discusses advances in imaging techniques which, together with a better understanding of the agents involved in demyelination and remyelination processes, provide a basis for dealing with remyelination in the clinical setting. Finally, the mechanisms triggering the inflammatory reaction and neurodegeneration involved in MS pathology are reviewed.
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Affiliation(s)
- Óscar Fernández
- Hospital Regional Universitario de Málaga. MálagaHospital Regional Universitario de MálagaHospital Regional Universitario de MálagaMálagaSpain
| | - Xavier Montalban
- Hospital Universitari Vall d’Hebron-CEMCATHospital Universitari Vall d’Hebron-CEMCATHospital Universitari Vall d’Hebron-CEMCATBarcelonaSpain
| | - Eduardo Agüera
- Hospital Universitario Reina SofíaHospital Universitario Reina SofíaHospital Universitario Reina SofíaBarcelonaSpain
| | - Yolanda Aladro
- Hospital Universitario de Getafe. Getafe, MadridHospital Universitario de GetafeHospital Universitario de GetafeMadridSpain
| | - Ana Alonso
- Hospital Regional Universitario de Málaga. MálagaHospital Regional Universitario de MálagaHospital Regional Universitario de MálagaMálagaSpain
| | - Rafael Arroyo
- Hospital Universitario QuirónsaludHospital Universitario QuirónsaludHospital Universitario QuirónsaludBarcelonaSpain
| | - Luis Brieva
- Hospital Universitari Arnau de Vilanova- Universitat de Lleida. LleidaHospital Universitari Arnau de Vilanova- Universitat de LleidaHospital Universitari Arnau de Vilanova- Universitat de LleidaLleidaSpain
| | - Carmen Calles
- Hospital Universitario Son Espases. Palma de MallorcaHospital Universitario Son EspasesHospital Universitario Son EspasesPalma de MallorcaSpain
| | - Lucienne Costa-Frossard
- Hospital Universitario Ramón y CajalHospital Universitario Ramón y CajalHospital Universitario Ramón y CajalBarcelonaSpain
| | - Sara Eichau
- Hospital Universitario Virgen Macarena. SevillaHospital Universitario Virgen MacarenaHospital Universitario Virgen MacarenaSevillaSpain
| | - José M. García-Domínguez
- Hospital Universitario Gregorio MarañónHospital Universitario Gregorio MarañónHospital Universitario Gregorio MarañónBarcelonaSpain
| | - Miguel Á. Hernández
- Hospital Nuestra Señora de Candelaria. Santa Cruz de TenerifeHospital Nuestra Señora de CandelariaHospital Nuestra Señora de CandelariaSanta Cruz de TenerifeSpain
| | - Lamberto Landete
- Hospital Universitario Doctor Peset. ValenciaHospital Universitario Doctor PesetHospital Universitario Doctor PesetValenciaSpain
| | - Miguel Llaneza
- Complejo Hospitalario Universitario de Ferrol. El Ferrol, La CoruñaComplejo Hospitalario Universitario de FerrolComplejo Hospitalario Universitario de FerrolEl FerrolSpain
| | - Sara Llufriu
- Hospital Clínic de Barcelona e IDIBAPS. BarcelonaHospital Clínic de Barcelona e IDIBAPSHospital Clínic de Barcelona e IDIBAPSBarcelonaSpain
| | - José E. Meca-Lallana
- Hospital Regional Universitario de Málaga. MálagaHospital Regional Universitario de MálagaHospital Regional Universitario de MálagaMálagaSpain
| | - Virginia Meca-Lallana
- Hospital Clínico Universitario Virgen de la Arrixaca. MurciaHospital Clínico Universitario Virgen de la ArrixacaHospital Clínico Universitario Virgen de la ArrixacaMurciaSpain
| | - Neus Mongay-Ochoa
- Hospital Universitari Vall d’Hebron-CEMCATHospital Universitari Vall d’Hebron-CEMCATHospital Universitari Vall d’Hebron-CEMCATBarcelonaSpain
| | - Ester Moral
- Hospital Sant Joan Despí Moisès Broggi. Sant Joan Despí, BarcelonaHospital Sant Joan Despí Moisès BroggiHospital Sant Joan Despí Moisès BroggiBarcelonaSpain
| | - Celia Oreja-Guevara
- Hospital Clínico San Carlos-IdISSC-UCM. MadridHospital Clínico San Carlos-IdISSC-UCMHospital Clínico San Carlos-IdISSC-UCMMadridSpain
| | - Lluís Ramió-Torrentà
- Departamento de Cièncias Médicas. Universitat de Girona. GironaUniversitat de GironaUniversitat de GironaGironaSpain
| | - Nieves Téllez
- Hospital Clínico Universitario de Valladolid. ValladolidHospital Clínico Universitario de ValladolidHospital Clínico Universitario de ValladolidValladolidSpain
| | - Lucía Romero-Pinel
- Hospital Universitari de Bellvitge- IDIBELL. L’Hospitalet de Llobregat, BarcelonaHospital Universitari de Bellvitge- IDIBELLHospital Universitari de Bellvitge- IDIBELLBarcelonaSpain
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Zhang F, Gao X, Liu J, Zhang C. Biomarkers in autoimmune diseases of the central nervous system. Front Immunol 2023; 14:1111719. [PMID: 37090723 PMCID: PMC10113662 DOI: 10.3389/fimmu.2023.1111719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 03/16/2023] [Indexed: 04/09/2023] Open
Abstract
The autoimmune diseases of the central nervous system (CNS) represent individual heterogeneity with different disease entities. Although clinical and imaging features make it possible to characterize larger patient cohorts, they may not provide sufficient evidence to detect disease activity and response to disease modifying drugs. Biomarkers are becoming a powerful tool due to their objectivity and easy access. Biomarkers may indicate various aspects of biological processes in healthy and/or pathological states, or as a response to drug therapy. According to the clinical features described, biomarkers are usually classified into predictive, diagnostic, monitoring and safety biomarkers. Some nerve injury markers, humoral markers, cytokines and immune cells in serum or cerebrospinal fluid have potential roles in disease severity and prognosis in autoimmune diseases occurring in the CNS, which provides a promising approach for clinicians to early intervention and prevention of future disability. Therefore, this review mainly summarizes the potential biomarkers indicated in autoimmune disorders of the CNS.
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Affiliation(s)
- Fenghe Zhang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, Tianjin, China
| | - Xue Gao
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, Tianjin, China
| | - Jia Liu
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, Tianjin, China
| | - Chao Zhang
- Department of Neurology and Institute of Neuroimmunology, Tianjin Medical University General Hospital, Tianjin, China
- Centers of Neuroimmunology and Neurological Diseases, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- *Correspondence: Chao Zhang,
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Maier S, Barcutean L, Andone S, Manu D, Sarmasan E, Bajko Z, Balasa R. Recent Progress in the Identification of Early Transition Biomarkers from Relapsing-Remitting to Progressive Multiple Sclerosis. Int J Mol Sci 2023; 24:4375. [PMID: 36901807 PMCID: PMC10002756 DOI: 10.3390/ijms24054375] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Revised: 02/12/2023] [Accepted: 02/15/2023] [Indexed: 02/25/2023] Open
Abstract
Despite extensive research into the pathophysiology of multiple sclerosis (MS) and recent developments in potent disease-modifying therapies (DMTs), two-thirds of relapsing-remitting MS patients transition to progressive MS (PMS). The main pathogenic mechanism in PMS is represented not by inflammation but by neurodegeneration, which leads to irreversible neurological disability. For this reason, this transition represents a critical factor for the long-term prognosis. Currently, the diagnosis of PMS can only be established retrospectively based on the progressive worsening of the disability over a period of at least 6 months. In some cases, the diagnosis of PMS is delayed for up to 3 years. With the approval of highly effective DMTs, some with proven effects on neurodegeneration, there is an urgent need for reliable biomarkers to identify this transition phase early and to select patients at a high risk of conversion to PMS. The purpose of this review is to discuss the progress made in the last decade in an attempt to find such a biomarker in the molecular field (serum and cerebrospinal fluid) between the magnetic resonance imaging parameters and optical coherence tomography measures.
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Affiliation(s)
- Smaranda Maier
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
- Department of Neurology, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
| | - Laura Barcutean
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
- Department of Neurology, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
| | - Sebastian Andone
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
- Department of Neurology, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
- Doctoral School, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
| | - Doina Manu
- Center for Advanced Medical and Pharmaceutical Research, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
| | - Emanuela Sarmasan
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
| | - Zoltan Bajko
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
- Department of Neurology, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
| | - Rodica Balasa
- Ist Neurology Clinic, Emergency Clinical County Hospital Targu Mures, 540136 Targu Mures, Romania
- Department of Neurology, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540136 Targu Mures, Romania
- Doctoral School, ‘George Emil Palade’ University of Medicine, Pharmacy, Science, and Technology of Targu Mures, 540142 Targu Mures, Romania
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Steinman L, Patarca R, Haseltine W. Experimental encephalomyelitis at age 90, still relevant and elucidating how viruses trigger disease. J Exp Med 2023; 220:213807. [PMID: 36652203 PMCID: PMC9880878 DOI: 10.1084/jem.20221322] [Citation(s) in RCA: 14] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 09/28/2022] [Accepted: 01/04/2023] [Indexed: 01/19/2023] Open
Abstract
20 yr ago, a tribute appeared in this journal on the 70th anniversary of an animal model of disseminated encephalomyelitis, abbreviated EAE for experimental autoimmune encephalomyelitis. "Observations on Attempts to Produce Disseminated Encephalomyelitis in Monkeys" appeared in the Journal of Experimental Medicine on February 21, 1933. Rivers and colleagues were trying to understand what caused neurological reactions to viral infections like smallpox, vaccinia, and measles, and what triggered rare instances of encephalomyelitis to smallpox vaccines. The animal model known as EAE continues to display its remarkable utility. Recent research, since the 70th-anniversary tribute, helps explain how Epstein-Barr virus triggers multiple sclerosis via molecular mimicry to a protein known as GlialCAM. Proteins with multiple domains similar to GlialCAM, tenascin, neuregulin, contactin, and protease kinase C inhibitors are present in the poxvirus family. These observations take us a full circle back to Rivers' first paper on EAE, 90 yr ago.
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Affiliation(s)
- Lawrence Steinman
- Department of Neurology and Neurological Sciences and Pediatrics, Stanford University, Stanford, CA, USA,Correspondence to Lawrence Steinman:
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Loonstra FC, de Ruiter LRJ, Koel-Simmelink MJA, Schoonheim MM, Strijbis EMM, Moraal B, Barkhof F, Uitdehaag BMJ, Teunissen C, Killestein J. Neuroaxonal and Glial Markers in Patients of the Same Age With Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 10:10/2/e200078. [PMID: 36543540 PMCID: PMC9773420 DOI: 10.1212/nxi.0000000000200078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 11/01/2022] [Indexed: 12/24/2022]
Abstract
BACKGROUND AND OBJECTIVES The specificity of novel blood biomarkers for multiple sclerosis (MS)-related neurodegeneration is unclear because neurodegeneration also occurs during normal aging. To understand which aspects of neurodegeneration the serum biomarkers neurofilament light (sNfL), serum glial fibrillary acidic protein (sGFAP), and serum contactin-1 (sCNTN1) reflect, we here explore their cross-sectional association with disability outcome measures and MRI volumes in a unique cohort of people with MS (PwMS) of the same age. METHODS sNfL, sGFAP (both singe-molecule array technology) and sCNTN1 (Luminex) were measured in serum samples of 288 PwMS and 125 healthy controls (HCs) of the Project Y cohort, a population-based cross-sectional study of PwMS born in the Netherlands in 1966 and age-matched HC. RESULTS sNfL (9.83 pg/mL [interquartile range {IQR}: 7.8-12.0]) and sGFAP (63.7 pg/mL [IQR: 48.5-84.5]) were higher in PwMS compared with HC (sNfL: 8.8 pg/mL [IQR: 7.0-10.5]; sGFAP: 51.7 pg/mL [IQR: 40.1-68.3]) (p < 0.001), whereas contactin-1 (7,461.3 pg/mL [IQR: 5,951.8-9,488.6]) did not significantly differ between PwMS compared with HC (7,891.2 pg/mL [IQR: 6,120.0-10,265.8]) (p = 0.068). sNfL and sGFAP levels were 1.2-fold higher in secondary progressive patients (SPMS) compared with relapsing remitting patients (p = 0.009 and p = 0.043). Stratified by MS subtype, no relations were seen for CNTN1, whereas sNfL and sGFAP correlated with the Expanded Disability Status Scale (ρ = 0.43 and ρ = 0.39), Nine-Hole Peg Test, Timed 25-Foot Walk Test, and Symbol Digit Modalities Test (average ρ = 0.38) only in patients with SPMS. Parallel to these clinical findings, correlations were only found for sNfL and sGFAP with MRI volumes. The strongest correlations were observed between sNfL and thalamic volume (ρ = -0.52) and between sGFAP with deep gray matter volume (ρ = - 0.56) in primary progressive patients. DISCUSSION In our cohort of patients of the same age, we report consistent correlations of sNfL and sGFAP with a range of metrics, especially in progressive MS, whereas contactin-1 was not related to clinical or MRI measures. This demonstrates the potential of sNfL and sGFAP as complementary biomarkers of neurodegeneration, reflected by disability, in progressive MS.
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Affiliation(s)
- Floor C Loonstra
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom.
| | - Lodewijk R J de Ruiter
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Marleen J A Koel-Simmelink
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Menno M Schoonheim
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Eva M M Strijbis
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Bastiaan Moraal
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Frederik Barkhof
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Bernard M J Uitdehaag
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Charlotte Teunissen
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
| | - Joep Killestein
- From the MS Center Amsterdam (F.C.L., L.R.J.R., E.M.M.S., B.M.J.U., J.K.), Neurology, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; Neurochemistry Laboratory (M.J.A.K.-S., C.T.), Clinical Chemistry, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (M.M.S.), Anatomy and Neurosciences, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; MS Center Amsterdam (B.M., F.B.), Radiology and Nuclear Medicine, Vrije Universiteit Amsterdam, Amsterdam Neuroscience, Amsterdam UMC Location VUmc, The Netherlands; andQueen Square Institute of Neurology and Centre for Medical Image Computing (F.B.), University College London, United Kingdom
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Combined progressive functional exercise effect on contactin-1 and contactin-2 level in mildly disabled persons with multiple sclerosis. Mult Scler Relat Disord 2022; 67:104095. [PMID: 35963206 DOI: 10.1016/j.msard.2022.104095] [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: 07/18/2022] [Revised: 07/31/2022] [Accepted: 08/07/2022] [Indexed: 11/22/2022]
Abstract
BACKGROUND Although contactin-1 and contactin-2 are known as two proteins involved in axonal regeneration, it is unclear whether these proteins are induced by exercise in persons with multiple sclerosis (PwMS). OBJECTIVE The aim of this study was to determine the serum levels of contactin-1 and contactin-2 in PwMS and to investigate the change of these markers with exercise. METHODS A total of 60 participants with relapsing-remitting MS were divided into groups by stratified randomization. The progressive functional exercise was applied to the intervention group. Participants in the control group continued the treatments and lives of the routines. Participants' contactin-1 and contactin-2, cognitive performance and aerobic capacities were evaluated. RESULTS The comparison of the pre-and post-study values of contactin-1 and contactin-2 showed significant differences only in the intervention group. The contactin-1 and contactin-2 values were similar between the groups before the exercise, whereas a significant difference was found in favor of the intervention group after the exercise. Paced Auditory Serial Addition Test-3 value increased significantly only in the intervention group. CONCLUSION With this study, it was shown for the first time that contactin-1 and contactin-2, which play an important role in axonal regeneration and axonal organization, can be increased by exercise.
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11
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Verstegen NJM, Hagen RR, van den Dijssel J, Kuijper LH, Kreher C, Ashhurst T, Kummer LYL, Steenhuis M, Duurland M, de Jongh R, de Jong N, van der Schoot CE, Bos AV, Mul E, Kedzierska K, van Dam KPJ, Stalman EW, Boekel L, Wolbink G, Tas SW, Killestein J, van Kempen ZLE, Wieske L, Kuijpers TW, Eftimov F, Rispens T, van Ham SM, ten Brinke A, van de Sandt CE. Immune dynamics in SARS-CoV-2 experienced immunosuppressed rheumatoid arthritis or multiple sclerosis patients vaccinated with mRNA-1273. eLife 2022; 11:e77969. [PMID: 35838348 PMCID: PMC9337853 DOI: 10.7554/elife.77969] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 07/14/2022] [Indexed: 11/13/2022] Open
Abstract
Background Patients affected by different types of autoimmune diseases, including common conditions such as multiple sclerosis (MS) and rheumatoid arthritis (RA), are often treated with immunosuppressants to suppress disease activity. It is not fully understood how the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)-specific humoral and cellular immunity induced by infection and/or upon vaccination is affected by immunosuppressants. Methods The dynamics of cellular immune reactivation upon vaccination of SARS-CoV-2 experienced MS patients treated with the humanized anti-CD20 monoclonal antibody ocrelizumab (OCR) and RA patients treated with methotrexate (MTX) monotherapy were analyzed at great depth via high-dimensional flow cytometry of whole blood samples upon vaccination with the SARS-CoV-2 mRNA-1273 (Moderna) vaccine. Longitudinal B and T cell immune responses were compared to SARS-CoV-2 experienced healthy controls (HCs) before and 7 days after the first and second vaccination. Results OCR-treated MS patients exhibit a preserved recall response of CD8+ T central memory cells following first vaccination compared to HCs and a similar CD4+ circulating T follicular helper 1 and T helper 1 dynamics, whereas humoral and B cell responses were strongly impaired resulting in absence of SARS-CoV-2-specific humoral immunity. MTX treatment significantly delayed antibody levels and B reactivation following the first vaccination, including sustained inhibition of overall reactivation marker dynamics of the responding CD4+ and CD8+ T cells. Conclusions Together, these findings indicate that SARS-CoV-2 experienced MS-OCR patients may still benefit from vaccination by inducing a broad CD8+ T cell response which has been associated with milder disease outcome. The delayed vaccine-induced IgG kinetics in RA-MTX patients indicate an increased risk after the first vaccination, which might require additional shielding or alternative strategies such as treatment interruptions in vulnerable patients. Funding This research project was supported by ZonMw (The Netherlands Organization for Health Research and Development, #10430072010007), the European Union's Horizon 2020 research and innovation program under the Marie Skłodowska-Curie grant agreement (#792532 and #860003), the European Commission (SUPPORT-E, #101015756) and by PPOC (#20_21 L2506), the NHMRC Leadership Investigator Grant (#1173871).
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Affiliation(s)
- Niels JM Verstegen
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Ruth R Hagen
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner LaboratoryAmsterdamNetherlands
| | - Jet van den Dijssel
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner LaboratoryAmsterdamNetherlands
| | - Lisan H Kuijper
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Christine Kreher
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Thomas Ashhurst
- Sydney Cytometry Core Research Facility, Charles Perkins Centre, Centenary Institute, and The University of SydneySydneyAustralia
- School of Medical Sciences, Faculty of Medicine and Health, The University of SydneySydneyAustralia
| | - Laura YL Kummer
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, University of AmsterdamAmsterdamNetherlands
| | - Maurice Steenhuis
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Mariel Duurland
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Rivka de Jongh
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Nina de Jong
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - C Ellen van der Schoot
- Department of Experimental Immunohematology, Sanquin Research and Landsteiner LaboratoryAmsterdamNetherlands
| | - Amélie V Bos
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Erik Mul
- Department of Research Facilities, Sanquin ResearchAmsterdamNetherlands
| | - Katherine Kedzierska
- Department of Microbiology and Immunology, University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneAustralia
- Global Station for Zoonosis Control, Global Institution for Collaborative Research and Education (GI-CoRE), Hokkaido UniversitySapporoJapan
| | - Koos PJ van Dam
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, University of AmsterdamAmsterdamNetherlands
| | - Eileen W Stalman
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, University of AmsterdamAmsterdamNetherlands
| | - Laura Boekel
- Department of Rheumatology, Amsterdam Rheumatology and immunology CenterAmsterdamNetherlands
| | - Gertjan Wolbink
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
- Department of Rheumatology, Amsterdam Rheumatology and immunology CenterAmsterdamNetherlands
| | - Sander W Tas
- Amsterdam Rheumatology and immunology Center, Department of Rheumatology and Clinical Immunology, University of AmsterdamAmsterdamNetherlands
| | - Joep Killestein
- Amsterdam UMC, Vrije Universiteit, Department of NeurologyAmsterdamNetherlands
| | - Zoé LE van Kempen
- Amsterdam UMC, Vrije Universiteit, Department of NeurologyAmsterdamNetherlands
| | - Luuk Wieske
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, University of AmsterdamAmsterdamNetherlands
- Department of Clinical Neurophysiology, St Antonius HospitalNieuwegeinNetherlands
| | - Taco W Kuijpers
- Department of Pediatric Immunology, Rheumatology and Infectious Disease, University of AmsterdamAmsterdamNetherlands
| | - Filip Eftimov
- Department of Neurology and Neurophysiology, Amsterdam Neuroscience, University of AmsterdamAmsterdamNetherlands
| | - Theo Rispens
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - S Marieke van Ham
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
- Swammerdam Institute for Life Sciences, University of AmsterdamAmsterdamNetherlands
| | - Anja ten Brinke
- Department of Immunopathology, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
| | - Carolien E van de Sandt
- Department of Hematopoiesis, Sanquin Research and Landsteiner Laboratory, University of AmsterdamAmsterdamNetherlands
- Department of Microbiology and Immunology, University of Melbourne at the Peter Doherty Institute for Infection and ImmunityMelbourneAustralia
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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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van Lierop ZYGJ, Verberk IMW, van Uffelen KWJ, Koel-Simmelink MJA, In 't Veld L, Killestein J, Teunissen CE. Pre-analytical stability of serum biomarkers for neurological disease: neurofilament-light, glial fibrillary acidic protein and contactin-1. Clin Chem Lab Med 2022; 60:842-850. [PMID: 35333481 DOI: 10.1515/cclm-2022-0007] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2022] [Accepted: 03/01/2022] [Indexed: 12/24/2022]
Abstract
OBJECTIVES Neurofilament-light (NfL), glial fibrillary acidic protein (GFAP) and contactin-1 (CNTN1) are blood-based biomarkers that could contribute to monitoring and prediction of disease and treatment outcomes in neurological diseases. Pre-analytical sample handling might affect results, which could be disease-dependent. We tested common handling variations in serum of volunteers as well as in a defined group of patients with multiple sclerosis (pwMS). METHODS Sample sets from 5 pwMS and 5 volunteers at the outpatient clinic were collected per experiment. We investigated the effect of the following variables: collection tube type, delayed centrifugation, centrifugation temperature, delayed storage after centrifugation and freeze-thawing. NfL and GFAP were measured by Simoa and CNTN1 by Luminex. A median recovery of 90-110% was considered stable. RESULTS For most pre-analytical variables, serum NfL and CNTN1 levels remained unaffected. In the total group, NfL levels increased (121%) after 6 h of delay at 2-8 °C until centrifugation, while no significant changes were observed after 24 h delay at room temperature (RT). In pwMS specifically, CNTN1 levels increased from additional freeze-thaw cycles number 2 to 4 (111%-141%), whereas volunteer levels remained stable. GFAP showed good stability for all pre-analytical variables. CONCLUSIONS Overall, the serum biomarkers tested were relatively unaffected by variations in sample handling. For serum NfL, we recommend storage at RT before centrifugation at 2-8 °C up to 6 h or at RT up to 24 h. For serum CNTN1, we advise a maximum of two freeze-thaw cycles. Our results confirm and expand on recently launched consensus standardized operating procedures.
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Affiliation(s)
- Zoë Y G J van Lierop
- MS Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Inge M W Verberk
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Kees W J van Uffelen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Marleen J A Koel-Simmelink
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | | | - Joep Killestein
- MS Center Amsterdam, Department of Neurology, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands
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14
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Wieske L, Martín-Aguilar L, Fehmi J, Lleixà C, Koel-Simmelink MJA, Chatterjee M, van Lierop Z, Killestein J, Verhamme C, Querol L, Rinaldi S, Teunissen CE, Eftimov F. Serum Contactin-1 in CIDP: A Cross-Sectional Study. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2021; 8:8/5/e1040. [PMID: 34285092 PMCID: PMC8293285 DOI: 10.1212/nxi.0000000000001040] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Accepted: 05/20/2021] [Indexed: 11/29/2022]
Abstract
Objective To investigate whether serum levels of contactin-1, a paranodal protein, correlate with paranodal injury as seen in patients with CIDP with antibodies targeting the paranodal region. Methods Serum contactin-1 levels were measured in 187 patients with CIDP and 222 healthy controls. Paranodal antibodies were investigated in all patients. Results Serum contactin-1 levels were lower in patients (N = 41) with paranodal antibodies compared with patients (N = 146) without paranodal antibodies (p < 0.01) and showed good discrimination between these groups (area under the curve 0.84; 95% CI: 0.76–0.93). Conclusions These findings suggest that serum contactin-1 levels have the potential to serve as a possible diagnostic biomarker of paranodal injury in CIDP. Classification of Evidence This study provides class II evidence that serum contactin-1 levels can discriminate between patients with CIDP with or without paranodal antibodies with a sensitivity of 71% (95% CI: 56%–85%) and a specificity of 97% (95% CI: 83%–100%).
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Affiliation(s)
- Luuk Wieske
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands.
| | - Lorena Martín-Aguilar
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Janev Fehmi
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Cinta Lleixà
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Marleen J A Koel-Simmelink
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Madhurima Chatterjee
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Zoë van Lierop
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Joep Killestein
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Camiel Verhamme
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Luis Querol
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Simon Rinaldi
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Charlotte E Teunissen
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
| | - Filip Eftimov
- From the Department of Neurology and Neurophysiology (L.W., C.V., F.E.), Amsterdam Neuroscience, Amsterdam UMC, Location AMC, Amsterdam, the Netherlands; Neuromuscular Diseases Unit (L.M.-A., C.L., L.Q.), Department of Neurology, Hospital de La Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Spain; Department of Clinical Neurosciences (J.F., S.R.), West Wing, John Radcliffe Hospital, Oxford, United Kingdom; Neurochemistry Lab (M.J.A.K.-S., C.E.T.), Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, the Netherlands; and Department of Neurology (M.C., Z.L., J.K.), Amsterdam Neuroscience, Amsterdam UMC, Location VU Medical Center, Amsterdam, the Netherlands
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