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Manna I, De Benedittis S, Porro D. A Comprehensive Examination of the Role of Epigenetic Factors in Multiple Sclerosis. Int J Mol Sci 2024; 25:8921. [PMID: 39201606 PMCID: PMC11355011 DOI: 10.3390/ijms25168921] [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: 06/21/2024] [Revised: 08/05/2024] [Accepted: 08/14/2024] [Indexed: 09/02/2024] Open
Abstract
According to various research, the risk of multiple sclerosis (MS) is strongly influenced by genetic variations. Population, familial, and molecular studies provide strong empirical support for a polygenic pattern of inheritance, mainly due to relatively common allelic variants in the general population. The strongest MS susceptibility locus, which was unmistakably identified in tested populations, is the major histocompatibility complex on chromosome 6p21.3. However, the effect of a given predisposing variant remains modest, so there is the possibility that multiple gene-gene and/or gene-environment interactions could significantly increase the contribution of specific variants to the overall genetic risk. Furthermore, as is known, susceptibility genes can be subject to epigenetic modifications, which greatly increase the complexity of MS heritability. Investigating epigenetic and environmental factors can provide new opportunities for the molecular basis of the MS, which shows complicated pathogenesis. Although studies of epigenetic changes in MS only began in the last decade, a growing body of literature suggests that these may be involved in the development of MS. Here, we summarize recent studies regarding epigenetic changes related to MS initiation and progression. Furthermore, we discuss how current studies address important clinical questions and how future studies could be used in clinical practice.
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Affiliation(s)
- Ida Manna
- Institute of Bioimaging and Complex Biological Systems (IBSBC), National Research Council (CNR), Section of Catanzaro, 88100 Catanzaro, Italy
| | - Selene De Benedittis
- Institute for Biomedical Research and Innovation (IRIB), National Research Council (CNR) Cosenza, 88100 Catanzaro, Italy
| | - Danilo Porro
- Institute of Bioimaging and Complex Biological Systems (IBSBC), National Research Council (CNR), Segrate, 20054 Milan, Italy
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Pahlevan Kakhki M, Giordano A, Starvaggi Cucuzza C, Venkata S Badam T, Samudyata S, Lemée MV, Stridh P, Gkogka A, Shchetynsky K, Harroud A, Gyllenberg A, Liu Y, Boddul S, James T, Sorosina M, Filippi M, Esposito F, Wermeling F, Gustafsson M, Casaccia P, Hillert J, Olsson T, Kockum I, Sellgren CM, Golzio C, Kular L, Jagodic M. A genetic-epigenetic interplay at 1q21.1 locus underlies CHD1L-mediated vulnerability to primary progressive multiple sclerosis. Nat Commun 2024; 15:6419. [PMID: 39079955 PMCID: PMC11289459 DOI: 10.1038/s41467-024-50794-z] [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: 04/28/2023] [Accepted: 07/21/2024] [Indexed: 08/02/2024] Open
Abstract
Multiple Sclerosis (MS) is a heterogeneous inflammatory and neurodegenerative disease with an unpredictable course towards progressive disability. Treating progressive MS is challenging due to limited insights into the underlying mechanisms. We examined the molecular changes associated with primary progressive MS (PPMS) using a cross-tissue (blood and post-mortem brain) and multilayered data (genetic, epigenetic, transcriptomic) from independent cohorts. In PPMS, we found hypermethylation of the 1q21.1 locus, controlled by PPMS-specific genetic variations and influencing the expression of proximal genes (CHD1L, PRKAB2) in the brain. Evidence from reporter assay and CRISPR/dCas9 experiments supports a causal link between methylation and expression and correlation network analysis further implicates these genes in PPMS brain processes. Knock-down of CHD1L in human iPSC-derived neurons and knock-out of chd1l in zebrafish led to developmental and functional deficits of neurons. Thus, several lines of evidence suggest a distinct genetic-epigenetic-transcriptional interplay in the 1q21.1 locus potentially contributing to PPMS pathogenesis.
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Affiliation(s)
- Majid Pahlevan Kakhki
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Antonino Giordano
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
- Neurology and Neurorehabilitation Units, IRCCS San Raffaele Hospital, Milan, Italy
- Laboratory of Human Genetics of Neurological Disorders, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
| | - Chiara Starvaggi Cucuzza
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
- Center for Neurology, Academic Specialist Center, Stockholm, Sweden
| | - Tejaswi Venkata S Badam
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
- Department of Bioinformatics, Institute for Physics chemistry and Biology (IFM), Linköping university, Linköping, Sweden
| | - Samudyata Samudyata
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Marianne Victoria Lemée
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France
- Centre National de la Recherche Scientifique, UMR7104, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, U1258, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Pernilla Stridh
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Asimenia Gkogka
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Klementy Shchetynsky
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Adil Harroud
- The Neuro (Montreal Neurological Institute-Hospital), Montréal, QC, Canada
- Department of Neurology and Neurosurgery, McGill University, Montréal, QC, Canada
- Department of Human Genetics, McGill University, Montréal, QC, Canada
| | - Alexandra Gyllenberg
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Yun Liu
- MOE Key Laboratory of Metabolism and Molecular Medicine, Department of Biochemistry and Molecular Biology, School of Basic Medical Sciences and Shanghai Xuhui Central Hospital, Fudan University, Shanghai, China
| | - Sanjaykumar Boddul
- Department of Medicine, Solna, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Tojo James
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Melissa Sorosina
- Laboratory of Human Genetics of Neurological Disorders, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Massimo Filippi
- Neurology and Neurorehabilitation Units, IRCCS San Raffaele Hospital, Milan, Italy
- Università Vita-Salute San Raffaele, Milan, Italy
- Neurophysiology Unit, IRCCS San Raffaele Hospital, Milan, Italy
- Neuroimaging Research Unit, Division of Neuroscience, San Raffaele Scientific Institute, Milan, Italy
| | - Federica Esposito
- Neurology and Neurorehabilitation Units, IRCCS San Raffaele Hospital, Milan, Italy
- Laboratory of Human Genetics of Neurological Disorders, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Fredrik Wermeling
- Department of Medicine, Solna, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Mika Gustafsson
- Department of Bioinformatics, Institute for Physics chemistry and Biology (IFM), Linköping university, Linköping, Sweden
| | - Patrizia Casaccia
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden
| | - Carl M Sellgren
- Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
- Center for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
- Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden
| | - Christelle Golzio
- Institut de Génétique et de Biologie Moléculaire et Cellulaire, Illkirch, France
- Centre National de la Recherche Scientifique, UMR7104, Illkirch, France
- Institut National de la Santé et de la Recherche Médicale, U1258, Illkirch, France
- Université de Strasbourg, Strasbourg, France
| | - Lara Kular
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden.
| | - Maja Jagodic
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden.
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Ma Q, Augusto DG, Montero-Martin G, Caillier SJ, Osoegawa K, Cree BAC, Hauser SL, Didonna A, Hollenbach JA, Norman PJ, Fernandez-Vina M, Oksenberg JR. High-resolution DNA methylation screening of the major histocompatibility complex in multiple sclerosis. Front Neurol 2023; 14:1326738. [PMID: 38145128 PMCID: PMC10739394 DOI: 10.3389/fneur.2023.1326738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Accepted: 11/23/2023] [Indexed: 12/26/2023] Open
Abstract
Background The HLA-DRB1 gene in the major histocompatibility complex (MHC) region in chromosome 6p21 is the strongest genetic factor identified as influencing multiple sclerosis (MS) susceptibility. DNA methylation changes associated with MS have been consistently detected at the MHC region. However, understanding the full scope of epigenetic regulations of the MHC remains incomplete, due in part to the limited coverage of this region by standard whole genome bisulfite sequencing or array-based methods. Methods We developed and validated an MHC capture protocol coupled with bisulfite sequencing and conducted a comprehensive analysis of the MHC methylation landscape in blood samples from 147 treatment naïve MS study participants and 129 healthy controls. Results We identified 132 differentially methylated region (DMRs) within MHC region associated with disease status. The DMRs overlapped with established MS risk loci. Integration of the MHC methylome with human leukocyte antigen (HLA) genetic data indicate that the methylation changes are significantly associated with HLA genotypes. Using DNA methylation quantitative trait loci (mQTL) mapping and the causal inference test (CIT), we identified 643 cis-mQTL-DMRs paired associations, including 71 DMRs possibly mediating causal relationships between 55 single nucleotide polymorphisms (SNPs) and MS risk. Results The results describe MS-associated methylation changes in MHC region and highlight the association between HLA genotypes and methylation changes. Results from the mQTL and CIT analyses provide evidence linking MHC region variations, methylation changes, and disease risk for MS.
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Affiliation(s)
- Qin Ma
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Danillo G. Augusto
- Department of Biological Sciences, University of North Carolina at Charlotte, Charlotte, NC, United States
| | - Gonzalo Montero-Martin
- Histocompatibility and Immunogenetics Laboratory, Stanford Blood Center, Palo Alto, CA, United States
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA, United States
- HLA Histocompatibility and Immunogenetics Laboratory, Vitalant, Phoenix, AZ, United States
| | - Stacy J. Caillier
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Kazutoyo Osoegawa
- Histocompatibility and Immunogenetics Laboratory, Stanford Blood Center, Palo Alto, CA, United States
| | - Bruce A. C. Cree
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Stephen L. Hauser
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Alessandro Didonna
- Department of Anatomy and Cell Biology, Brody School of Medicine, East Carolina University, Greenville, NC, United States
| | - Jill A. Hollenbach
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
| | - Paul J. Norman
- Department of Biomedical Informatics and Department of Immunology and Microbiology, University of Colorado School of Medicine, Aurora, CO, United States
| | - Marcelo Fernandez-Vina
- Histocompatibility and Immunogenetics Laboratory, Stanford Blood Center, Palo Alto, CA, United States
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA, United States
| | - Jorge R. Oksenberg
- Weill Institute for Neurosciences, Department of Neurology, University of California San Francisco, San Francisco, CA, United States
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4
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Maltby V, Xavier A, Ewing E, Campagna MP, Sampangi S, Scott RJ, Butzkueven H, Jokubaitis V, Kular L, Bos S, Slee M, van der Mei IA, Taylor BV, Ponsonby AL, Jagodic M, Lea R, Lechner-Scott J. Evaluation of Cell-Specific Epigenetic Age Acceleration in People With Multiple Sclerosis. Neurology 2023; 101:e679-e689. [PMID: 37541839 PMCID: PMC10437016 DOI: 10.1212/wnl.0000000000207489] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Accepted: 04/20/2023] [Indexed: 08/06/2023] Open
Abstract
BACKGROUND AND OBJECTIVES In multiple sclerosis (MS), accelerated aging of the immune system (immunosenescence) may be associated with disease onset or drive progression. DNA methylation (DNAm) is an epigenetic factor that varies among lymphocyte subtypes, and cell-specific DNAm is associated with MS. DNAm varies across the life span and can be used to accurately estimate biological age acceleration, which has been linked to a range of morbidities. The objective of this study was to test for cell-specific epigenetic age acceleration (EAA) in people with MS. METHODS This was a case-control study of EAA using existing DNAm data from several independent previously published studies. Data were included if .idat files from Illumina 450K or EPIC arrays were available for both a case with MS and an age-matched and sex-matched control, from the same study. Multifactor statistical modeling was performed to assess the primary outcome of EAA. We explored the relationship of EAA and MS, including interaction terms to identify immune cell-specific effects. Cell-sorted DNA methylation data from 3 independent datasets were used to validate findings. RESULTS We used whole blood DNA methylation data from 583 cases with MS and 643 non-MS controls to calculate EAA using the GrimAge algorithm. The MS group exhibited an increased EAA compared with controls (approximately 9 mths, 95% CI 3.6-14.4), p = 0.001). Statistical deconvolution showed that EAA is associated with MS in a B cell-dependent manner (β int = 1.7, 95% CI 0.3-2.8), p = 0.002), irrespective of B-cell proportions. Validation analysis using 3 independent datasets enriched for B cells showed an EAA increase of 5.1 years in cases with MS compared with that in controls (95% CI 2.8-7.4, p = 5.5 × 10-5). By comparison, there was no EAA difference in MS in a T cell-enriched dataset. We found that EAA was attributed to the DNAm surrogates for Beta-2-microglobulin (difference = 47,546, 95% CI 10,067-85,026; p = 7.2 × 10-5), and smoking pack-years (difference = 8.1, 95% CI 1.9-14.2, p = 0.002). DISCUSSION This study provides compelling evidence that B cells exhibit marked EAA in MS and supports the hypothesis that premature B-cell immune senescence plays a role in MS. Future MS studies should focus on age-related molecular mechanisms in B cells.
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Affiliation(s)
- Vicki Maltby
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Alexandre Xavier
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Ewoud Ewing
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Maria-Pia Campagna
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Sandeep Sampangi
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Rodney J Scott
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia.
| | - Helmut Butzkueven
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Vilija Jokubaitis
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Lara Kular
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Steffan Bos
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Mark Slee
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Ingrid A van der Mei
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Bruce V Taylor
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Anne-Louise Ponsonby
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Maja Jagodic
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Rodney Lea
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia
| | - Jeannette Lechner-Scott
- From the School of Medicine and Public Health (V.M., R.L., J.L.-S.), University of Newcastle, University Drive, Callaghan; Immune Health Program (V.M., A.X., J.L.-S.), Hunter Medical Research Institute; Department of Neurology (V.M., J.L.-S.), John Hunter Hospital, New Lambton Heights; School of Biomedical Sciences and Pharmacy (A.X.), University of Newcastle, University Drive, Callaghan, Australia; Department of Clinical Neuroscience (E.E., L.K., M.J.), Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, Stockholm, Sweden; Department of Neuroscience (M.-P.C., S.S., H.B., V.J.), Central Clinical School, Monash University, Victoria; Division of Molecular Genetics (R.J.S.), Pathology North, John Hunter Hospital, New Lambton Heights; MSBase Foundation (H.B.), Melbourne, Australia; Institute of Clinical Medicine (S.B.), University of Oslo,; Department of Neurology (S.B.), Oslo University Hospital, Norway; Flinders University (M.S.), Adelaide; Menzies Institute for Medical Research (I.A.M., B.V.T.), University of Tasmania, Hobart; Florey Institute of Neuroscience and Mental Health (A.-L.P.), The University of Melbourne; Centre of Epidemiology and Biostatistics (A.-L.P.), School of Population and Global Health, University of Melbourne; Murdoch Children's Research Institute (A.-L.P.), Royal Children's Hospital, Melbourne; and Centre for Genomics and Personalized Health (R.L.), School of Biomedical Science, Queensland University of Technology, Kelvin Grove, Australia.
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5
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Xavier A, Maltby VE, Ewing E, Campagna MP, Burnard SM, Tegner JN, Slee M, Butzkueven H, Kockum I, Kular L, Jokubaitis VG, Kilpatrick T, Alfredsson L, Jagodic M, Ponsonby AL, Taylor BV, Scott RJ, Lea RA, Lechner-Scott J. DNA Methylation Signatures of Multiple Sclerosis Occur Independently of Known Genetic Risk and Are Primarily Attributed to B Cells and Monocytes. Int J Mol Sci 2023; 24:12576. [PMID: 37628757 PMCID: PMC10454485 DOI: 10.3390/ijms241612576] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 07/20/2023] [Accepted: 08/02/2023] [Indexed: 08/27/2023] Open
Abstract
Epigenetic mechanisms can regulate how DNA is expressed independently of sequence and are known to be associated with various diseases. Among those epigenetic mechanisms, DNA methylation (DNAm) is influenced by genotype and the environment, making it an important molecular interface for studying disease etiology and progression. In this study, we examined the whole blood DNA methylation profiles of a large group of people with (pw) multiple sclerosis (MS) compared to those of controls. We reveal that methylation differences in pwMS occur independently of known genetic risk loci and show that they more strongly differentiate disease (AUC = 0.85, 95% CI 0.82-0.89, p = 1.22 × 10-29) than known genetic risk loci (AUC = 0.72, 95% CI: 0.66-0.76, p = 9.07 × 10-17). We also show that methylation differences in MS occur predominantly in B cells and monocytes and indicate the involvement of cell-specific biological pathways. Overall, this study comprehensively characterizes the immune cell-specific epigenetic architecture of MS.
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Affiliation(s)
- Alexandre Xavier
- School of Biomedical Sciences and Pharmacy, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (A.X.); (S.M.B.); (R.J.S.)
| | - Vicki E. Maltby
- School of Medicine and Public Health, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (V.E.M.); (R.A.L.)
- Department of Neurology, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia
| | - Ewoud Ewing
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden; (E.E.); (I.K.); (L.K.); (L.A.); (M.J.)
| | - Maria Pia Campagna
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia; (M.P.C.); (H.B.); (V.G.J.)
| | - Sean M. Burnard
- School of Biomedical Sciences and Pharmacy, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (A.X.); (S.M.B.); (R.J.S.)
| | - Jesper N. Tegner
- Biological and Environmental Science and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia;
- Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Saudi Arabia
- Unit of Computational Medicine, Department of Medicine, Center for Molecular Medicine, Karolinska Institutet, Karolinska University Hospital, L8:05, 17176 Stockholm, Sweden
- Science for Life Laboratory, Tomtebodavagen 23A, 17165 Solna, Sweden
| | - Mark Slee
- College of Medicine and Public Health, Flinders University, Bedford Park, SA 5042, Australia;
| | - Helmut Butzkueven
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia; (M.P.C.); (H.B.); (V.G.J.)
- MSBase Foundation, Melbourne, VIC 3004, Australia
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden; (E.E.); (I.K.); (L.K.); (L.A.); (M.J.)
| | - Lara Kular
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden; (E.E.); (I.K.); (L.K.); (L.A.); (M.J.)
| | | | - Vilija G. Jokubaitis
- Department of Neuroscience, Central Clinical School, Monash University, Melbourne, VIC 3004, Australia; (M.P.C.); (H.B.); (V.G.J.)
| | - Trevor Kilpatrick
- Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC 3052, Australia; (T.K.); (A.-L.P.)
| | - Lars Alfredsson
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden; (E.E.); (I.K.); (L.K.); (L.A.); (M.J.)
| | - Maja Jagodic
- Department of Clinical Neuroscience, Karolinska Institutet, Center for Molecular Medicine, Karolinska University Hospital, 17176 Stockholm, Sweden; (E.E.); (I.K.); (L.K.); (L.A.); (M.J.)
| | - Anne-Louise Ponsonby
- Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, VIC 3052, Australia; (T.K.); (A.-L.P.)
- National Centre for Epidemiology and Public Health, Australian National University, Canberra, ACT 2601, Australia
| | - Bruce V. Taylor
- Menzies Institute for Medical Research, University of Tasmania, Hobart, TAS 7000, Australia;
| | - Rodney J. Scott
- School of Biomedical Sciences and Pharmacy, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (A.X.); (S.M.B.); (R.J.S.)
- Department of Molecular Genetics, Pathology North, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia
| | - Rodney A. Lea
- School of Medicine and Public Health, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (V.E.M.); (R.A.L.)
- Centre for Genomics and Personalised Health, School of Biomedical Science, Queensland University of Technology, Kelvin Grove, QLD 4059, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, Hunter Medical Research Institute, University of Newcastle, New Lambton Heights, NSW 2305, Australia; (V.E.M.); (R.A.L.)
- Department of Neurology, John Hunter Hospital, New Lambton Heights, NSW 2305, Australia
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6
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Boziki M, Theotokis P, Kesidou E, Karafoulidou E, Konstantinou C, Michailidou I, Bahar Y, Altintas A, Grigoriadis N. Sex, aging and immunity in multiple sclerosis and experimental autoimmune encephalomyelitis: An intriguing interaction. Front Neurol 2023; 13:1104552. [PMID: 36698908 PMCID: PMC9869255 DOI: 10.3389/fneur.2022.1104552] [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: 11/21/2022] [Accepted: 12/13/2022] [Indexed: 01/12/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system (CNS) with a profound neurodegenerative component early in the disease pathogenesis. Age is a factor with a well-described effect on the primary disease phenotype, namely, the relapsing-remitting vs. the primary progressive disease. Moreover, aging is a prominent factor contributing to the transition from relapsing-remitting MS (RRMS) to secondary progressive disease. However, sex also seems to, at least in part, dictate disease phenotype and evolution, as evidenced in humans and in animal models of the disease. Sex-specific gene expression profiles have recently elucidated an association with differential immunological signatures in the context of experimental disease. This review aims to summarize current knowledge stemming from experimental autoimmune encephalomyelitis (EAE) models regarding the effects of sex, either independently or as a factor combined with aging, on disease phenotype, with relevance to the immune system and the CNS.
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Affiliation(s)
- Marina Boziki
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Paschalis Theotokis
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Evangelia Kesidou
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Eleni Karafoulidou
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Chrystalla Konstantinou
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Iliana Michailidou
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | | | - Ayse Altintas
- School of Medicine, Koç University, Istanbul, Turkey
| | - Nikolaos Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology and Multiple Sclerosis Center, 2nd Neurological University Department, AHEPA General Hospital of Thessaloniki, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, Thessaloniki, Greece,*Correspondence: Nikolaos Grigoriadis ✉
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7
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Lorefice L, Pitzalis M, Murgia F, Fenu G, Atzori L, Cocco E. Omics approaches to understanding the efficacy and safety of disease-modifying treatments in multiple sclerosis. Front Genet 2023; 14:1076421. [PMID: 36793897 PMCID: PMC9922720 DOI: 10.3389/fgene.2023.1076421] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 01/09/2023] [Indexed: 02/03/2023] Open
Abstract
From the perspective of precision medicine, the challenge for the future is to improve the accuracy of diagnosis, prognosis, and prediction of therapeutic responses through the identification of biomarkers. In this framework, the omics sciences (genomics, transcriptomics, proteomics, and metabolomics) and their combined use represent innovative approaches for the exploration of the complexity and heterogeneity of multiple sclerosis (MS). This review examines the evidence currently available on the application of omics sciences to MS, analyses the methods, their limitations, the samples used, and their characteristics, with a particular focus on biomarkers associated with the disease state, exposure to disease-modifying treatments (DMTs), and drug efficacies and safety profiles.
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Affiliation(s)
- Lorena Lorefice
- Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- *Correspondence: Lorena Lorefice,
| | - Maristella Pitzalis
- Institute for Genetic and Biomedical Research, National Research Council, Cagliari, Italy
| | - Federica Murgia
- Dpt of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Giuseppe Fenu
- Department of Neurosciences, ARNAS Brotzu, Cagliari, Italy
| | - Luigi Atzori
- Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
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8
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Minskaia E, Lacerda JF. Analysis of FOXP3 DNA Methylation Patterns to Identify Functional FOXP3+ T-Cell Subpopulations. Methods Mol Biol 2023; 2559:115-136. [PMID: 36180630 DOI: 10.1007/978-1-0716-2647-4_9] [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] [Indexed: 06/16/2023]
Abstract
Human regulatory CD4+CD25+FOXP3+ T cells (Tregs) are involved in the suppression of immune responses and play important roles in the maintenance of self-tolerance and immune homeostasis. Abnormal Treg function may result in disease states of varying severity. As FOXP3-expressing Treg cells are phenotypically and functionally heterogeneous, the success of Treg therapies depends on the ability to reliably distinguish subpopulations of T cells bearing a Treg-like phenotype. Methylation of cytosines within CpG dinucleotides is an important epigenetic mechanism involved in regulation (and suppression) of gene expression. On the other hand, demethylation of regulatory DNA sequences, such as promoters and enhancers, is essential for initiation of gene transcription. This protocol shows that bisulfite sequencing (BS) distinguishes methylated and unmethylated cytosines within DNA and reveals the methylation status of individual CpGs in cells within each population, identifying functionally different FOXP3+ subpopulations.
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Affiliation(s)
- Ekaterina Minskaia
- Instituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
- Infection and Immunity Division, Institute of Immunity and Transplantation, University College London, Royal Free Hospital, London, UK
| | - João F Lacerda
- Instituto de Medicina Molecular - João Lobo Antunes, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal.
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9
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Campagna MP, Xavier A, Lea RA, Stankovich J, Maltby VE, Butzkueven H, Lechner-Scott J, Scott RJ, Jokubaitis VG. Whole-blood methylation signatures are associated with and accurately classify multiple sclerosis disease severity. Clin Epigenetics 2022; 14:194. [PMID: 36585691 PMCID: PMC9805090 DOI: 10.1186/s13148-022-01397-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Accepted: 12/02/2022] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND The variation in multiple sclerosis (MS) disease severity is incompletely explained by genetics, suggesting genetic and environmental interactions are involved. Moreover, the lack of prognostic biomarkers makes it difficult for clinicians to optimise care. DNA methylation is one epigenetic mechanism by which gene-environment interactions can be assessed. Here, we aimed to identify DNA methylation patterns associated with mild and severe relapse-onset MS (RMS) and to test the utility of methylation as a predictive biomarker. METHODS We conducted an epigenome-wide association study between 235 females with mild (n = 119) or severe (n = 116) with RMS. Methylation was measured with the Illumina methylationEPIC array and analysed using logistic regression. To generate hypotheses about the functional consequence of differential methylation, we conducted gene set enrichment analysis using ToppGene. We compared the accuracy of three machine learning models in classifying disease severity: (1) clinical data available at baseline (age at onset and first symptoms) built using elastic net (EN) regression, (2) methylation data using EN regression and (3) a weighted methylation risk score of differentially methylated positions (DMPs) from the main analysis using logistic regression. We used a conservative 70:30 test:train split for classification modelling. A false discovery rate threshold of 0.05 was used to assess statistical significance. RESULTS Females with mild or severe RMS had 1472 DMPs in whole blood (839 hypermethylated, 633 hypomethylated in the severe group). Differential methylation was enriched in genes related to neuronal cellular compartments and processes, and B-cell receptor signalling. Whole-blood methylation levels at 1708 correlated CpG sites classified disease severity more accurately (machine learning model 2, AUC = 0.91) than clinical data (model 1, AUC = 0.74) or the wMRS (model 3, AUC = 0.77). Of the 1708 selected CpGs, 100 overlapped with DMPs from the main analysis at the gene level. These overlapping genes were enriched in neuron projection and dendrite extension, lending support to our finding that neuronal processes, rather than immune processes, are implicated in disease severity. CONCLUSION RMS disease severity is associated with whole-blood methylation at genes related to neuronal structure and function. Moreover, correlated whole-blood methylation patterns can assign disease severity in females with RMS more accurately than clinical data available at diagnosis.
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Affiliation(s)
- Maria Pia Campagna
- grid.1002.30000 0004 1936 7857Central Clinical School, Monash University, Melbourne, VIC Australia
| | - Alexandre Xavier
- grid.266842.c0000 0000 8831 109XHunter Medical Research Institute, University of Newcastle, Newcastle, NSW Australia
| | - Rodney A. Lea
- grid.1024.70000000089150953Queensland University of Technology, Brisbane, QLD Australia ,grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, VIC Australia
| | - Jim Stankovich
- grid.1002.30000 0004 1936 7857Monash University, Melbourne, VIC Australia
| | - Vicki E. Maltby
- grid.266842.c0000 0000 8831 109XHunter Medical Research Institute, University of Newcastle, Newcastle, NSW Australia
| | - Helmut Butzkueven
- grid.1002.30000 0004 1936 7857Monash University, Melbourne, VIC Australia ,grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, VIC Australia ,grid.416153.40000 0004 0624 1200Royal Melbourne Hospital, Melbourne, VIC Australia ,grid.414366.20000 0004 0379 3501Neurology Department, Eastern Health, Melbourne, VIC Australia ,grid.267362.40000 0004 0432 5259Neurology Department, Alfred Health, Melbourne, VIC Australia
| | - Jeannette Lechner-Scott
- grid.266842.c0000 0000 8831 109XHunter Medical Research Institute, University of Newcastle, Newcastle, NSW Australia ,grid.3006.50000 0004 0438 2042Neurology Department, John Hunter Hospital, Hunter New England Health, Newcastle, NSW Australia
| | - Rodney J. Scott
- grid.266842.c0000 0000 8831 109XSchool of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, NSW Australia ,Division of Molecular Medicine, New South Wales Health Pathology North, Newcastle, NSW Australia
| | - Vilija G. Jokubaitis
- grid.1002.30000 0004 1936 7857Monash University, Melbourne, VIC Australia ,grid.1008.90000 0001 2179 088XUniversity of Melbourne, Melbourne, VIC Australia ,grid.416153.40000 0004 0624 1200Royal Melbourne Hospital, Melbourne, VIC Australia ,grid.267362.40000 0004 0432 5259Neurology Department, Alfred Health, Melbourne, VIC Australia
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10
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Liotti A, Ferrara AL, Loffredo S, Galdiero MR, Varricchi G, Di Rella F, Maniscalco GT, Belardo M, Vastano R, Prencipe R, Pignata L, Romano R, Spadaro G, de Candia P, Pezone A, De Rosa V. Epigenetics: an Opportunity to Shape Innate and Adaptive Immune Responses. Immunol Suppl 2022; 167:451-470. [PMID: 36043705 DOI: 10.1111/imm.13571] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 08/09/2022] [Indexed: 12/01/2022]
Abstract
Epigenetics connects genetic and environmental factors: it includes DNA methylation, histone post-translational modifications and the regulation of chromatin accessibility by non-coding RNAs, all of which control constitutive or inducible gene transcription. This plays a key role in harnessing the transcriptional programs of both innate and adaptive immune cells due to its plasticity and environmental-driven nature, piloting myeloid and lymphoid cell fate decision with no change in their genomic sequence. In particular, epigenetic marks at the site of lineage specific transcription factors and maintenance of cell type-specific epigenetic modifications, referred to as "epigenetic memory", dictate cell differentiation, cytokine production and functional capacity following repeated antigenic exposure in memory T cells. Moreover, metabolic and epigenetic reprogramming occurring during a primary innate immune response leads to enhanced responses to secondary challenges, a phenomenon known as "trained immunity". Here we discuss how stable and dynamic epigenetic states control immune cell identity and plasticity in physiological and pathological conditions. Dissecting the regulatory circuits of cell fate determination and maintenance is of paramount importance for understanding the delicate balance between immune cell activation and tolerance, in healthy conditions and in autoimmune diseases. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Antonietta Liotti
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy
| | - Anne Lise Ferrara
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy.,Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Stefania Loffredo
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy.,Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Maria Rosaria Galdiero
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy.,Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Gilda Varricchi
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy.,Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Francesca Di Rella
- Department of Breast and Thoracic Oncology, Istituto Nazionale Tumori IRCCS Fondazione Pascale, Naples, Italy
| | - Giorgia Teresa Maniscalco
- Neurological Clinic and Stroke Unit and Multiple Sclerosis Center "A. Cardarelli" Hospital, Naples, Italy
| | - Martina Belardo
- Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Roberta Vastano
- Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Rosaria Prencipe
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy
| | - Laura Pignata
- Department of Environmental Biological and Pharmaceutical Sciences and Technologies (DiSTABiF), University of Campania "Luigi Vanvitelli", Caserta, Italy
| | - Roberta Romano
- Department of Translational Medical Sciences, Pediatric Section, University of Naples "Federico II", Naples, Italy
| | - Giuseppe Spadaro
- Department of Translational Medical Sciences, Center for Basic and Clinical Immunology Research (CISI) and World Allergy Organization (WAO) Center of Excellence, University of Naples "Federico II", Naples, Italy
| | - Paola de Candia
- Department of Molecular Medicine and Medical Biotechnology, University of Naples "Federico II", Naples, Italy
| | - Antonio Pezone
- Department of Biology, University of Naples "Federico II", Naples, Italy
| | - Veronica De Rosa
- Institute of Experimental Endocrinology and Oncology (IEOS), National Research Council, Naples, Italy
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11
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Ma Q, Oksenberg JR, Didonna A. Epigenetic control of ataxin-1 in multiple sclerosis. Ann Clin Transl Neurol 2022; 9:1186-1194. [PMID: 35903875 PMCID: PMC9380165 DOI: 10.1002/acn3.51618] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 06/09/2022] [Accepted: 06/21/2022] [Indexed: 11/21/2022] Open
Abstract
OBJECTIVE ATXN1 encodes the polyglutamine protein ataxin-1, which we have demonstrated exerting an immunomodulatory function in the context of central nervous system (CNS) autoimmunity, in addition to its classical role in the neurodegenerative disorder spinocerebellar ataxia type 1 (SCA1). In this study, we dissected the contribution of DNA methylation to the regulation of ATXN1 in multiple sclerosis (MS). METHODS We interrogated a DNA methylation dataset previously generated via bisulfate DNA sequencing (BS-seq) in sorted peripheral immune cytotypes (CD4+ and CD8+ T cells, CD19+ B cells, and CD14+ monocytes) isolated from untreated MS patients at symptoms onset. RESULTS Here, we report that ATXN1 undergoes hypo-methylation at four distinct regions upon MS, exclusively in B cells. We also highlight how these differentially methylated sites overlap with other regulatory epigenetic marks and MS risk variants. Lastly, we employ luciferase assays to assess the functionality of these regions, showing that the loss of methylation leads to an increase in ATXN1 expression. INTERPRETATION Altogether, these findings provide biological insights into ataxin-1 regulation in the immune system as well as into the molecular mechanisms underlying MS risk.
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Affiliation(s)
- Qin Ma
- Weill Institute for Neurosciences, Department of NeurologyUniversity of CaliforniaSan FranciscoCalifornia94158USA
| | - Jorge R. Oksenberg
- Weill Institute for Neurosciences, Department of NeurologyUniversity of CaliforniaSan FranciscoCalifornia94158USA
| | - Alessandro Didonna
- Weill Institute for Neurosciences, Department of NeurologyUniversity of CaliforniaSan FranciscoCalifornia94158USA
- Department of Anatomy and Cell BiologyEast Carolina UniversityGreenvilleNorth Carolina27834USA
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12
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Cappelletti C, Eriksson A, Brorson IS, Leikfoss IS, Kråbøl O, Høgestøl EA, Vitelli V, Mjaavatten O, Harbo HF, Berven F, Bos SD, Berge T. Quantitative proteomics reveals protein dysregulation during T cell activation in multiple sclerosis patients compared to healthy controls. Clin Proteomics 2022; 19:23. [PMID: 35790914 PMCID: PMC9254507 DOI: 10.1186/s12014-022-09361-1] [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: 09/03/2021] [Accepted: 06/22/2022] [Indexed: 12/20/2022] Open
Abstract
Background Multiple sclerosis (MS) is an autoimmune, neurodegenerative disorder with a strong genetic component that acts in a complex interaction with environmental factors for disease development. CD4+ T cells are pivotal players in MS pathogenesis, where peripherally activated T cells migrate to the central nervous system leading to demyelination and axonal degeneration. Through a proteomic approach, we aim at identifying dysregulated pathways in activated T cells from MS patients as compared to healthy controls. Methods CD4+ T cells were purified from peripheral blood from MS patients and healthy controls by magnetic separation. Cells were left unstimulated or stimulated in vitro through the TCR and costimulatory CD28 receptor for 24 h prior to sampling. Electrospray liquid chromatography-tandem mass spectrometry was used to measure protein abundances. Results Upon T cell activation the abundance of 1801 proteins was changed. Among these proteins, we observed an enrichment of proteins expressed by MS-susceptibility genes. When comparing protein abundances in T cell samples from healthy controls and MS patients, 18 and 33 proteins were differentially expressed in unstimulated and stimulated CD4+ T cells, respectively. Moreover, 353 and 304 proteins were identified as proteins exclusively induced upon T cell activation in healthy controls and MS patients, respectively and dysregulation of the Nur77 pathway was observed only in samples from MS patients. Conclusions Our study highlights the importance of CD4+ T cell activation for MS, as proteins that change in abundance upon T cell activation are enriched for proteins encoded by MS susceptibility genes. The results provide evidence for proteomic disturbances in T cell activation in MS, and pinpoint to dysregulation of the Nur77 pathway, a biological pathway known to limit aberrant effector T cell responses.
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13
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Kiselev IS, Kulakova OG, Danilova LV, Baturina OA, Kabilov MR, Popova EV, Boyko AN, Favorova OO. Genome-Wide Analysis of DNA Methylation in Cd4+ T Lymphocytes of Patients with Primary Progressive Multiple Sclerosis Indicates Involvement of This Epigenetic Process in the Disease Immunopathogenesis. Mol Biol 2022. [DOI: 10.1134/s0026893322030074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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14
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Kiselev I, Danilova L, Baulina N, Baturina O, Kabilov M, Boyko A, Kulakova O, Favorova O. Genome-wide DNA methylation profiling identifies epigenetic changes in CD4+ and CD14+ cells of multiple sclerosis patients. Mult Scler Relat Disord 2022; 60:103714. [PMID: 35245816 DOI: 10.1016/j.msard.2022.103714] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Revised: 01/29/2022] [Accepted: 02/24/2022] [Indexed: 10/19/2022]
Abstract
Multiple sclerosis (MS) is a chronic autoimmune and degenerative disease of the central nervous system, which develops in genetically predisposed individuals upon exposure to environmental influences. Environmental triggers of MS, such as viral infections or smoking, were demonstrated to affect DNA methylation, and thus to involve this important epigenetic mechanism in the development of pathological process. To identify MS-associated DNA methylation hallmarks, we performed genome-wide DNA methylation profiling of two cell populations (CD4+ T-lymphocytes and CD14+ monocytes), collected from the same treatment-naive relapsing-remitting MS patients and healthy subjects, using Illumina 450 K methylation arrays. We revealed significant changes in DNA methylation for both cell populations in MS. In CD4+ cells of MS patients the majority of differentially methylated positions (DMPs) were shown to be hypomethylated, while in CD14+ cells - hypermethylated. Differential methylation of HLA-DRB1 gene in CD4+ and CD14+ cells was associated with carriage of DRB1*15 allele independently from the disease status. Besides, about 20% of identified DMPs were shared between two cell populations and had the same direction of methylation changes; they may be involved in basic epigenetic processes occuring in MS. These findings suggest that the epigenetic mechanism of DNA methylation in immune cells contributes to MS; further studies are now required to validate these results and understand their functional significance.
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Affiliation(s)
- Ivan Kiselev
- Department of Molecular Biology and Medical Biotechnology, Pirogov Russian National Research Medical University, Ostrovityanova st. 1, Moscow 117997, Russian Federation
| | - Ludmila Danilova
- Vavilov Institute of General Genetics, Gubkin st. 3, Moscow 119991, Russian Federation; Johns Hopkins School of Medicine, Baltimore, MD 21205, USA
| | - Natalia Baulina
- Department of Molecular Biology and Medical Biotechnology, Pirogov Russian National Research Medical University, Ostrovityanova st. 1, Moscow 117997, Russian Federation
| | - Olga Baturina
- Institute of Chemical Biology and Fundamental Medicine, Novosibirsk 630090, Russian Federation
| | - Marsel Kabilov
- Institute of Chemical Biology and Fundamental Medicine, Novosibirsk 630090, Russian Federation
| | - Alexey Boyko
- Department of Molecular Biology and Medical Biotechnology, Pirogov Russian National Research Medical University, Ostrovityanova st. 1, Moscow 117997, Russian Federation
| | - Olga Kulakova
- Department of Molecular Biology and Medical Biotechnology, Pirogov Russian National Research Medical University, Ostrovityanova st. 1, Moscow 117997, Russian Federation
| | - Olga Favorova
- Department of Molecular Biology and Medical Biotechnology, Pirogov Russian National Research Medical University, Ostrovityanova st. 1, Moscow 117997, Russian Federation
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15
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Khedr AMB, Shaker OG, Hassan A, Hussein M, Kamal YS, Azouz TA. MicroRNA-22 Level in Patients with Multiple Sclerosis and Its Relationship with Vitamin D and Vitamin D Receptor Levels. Neuroimmunomodulation 2022; 29:128-134. [PMID: 34537762 DOI: 10.1159/000519012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2021] [Accepted: 08/10/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Multiple sclerosis (MS) is known to be a multifactorial disorder. Numerous observational studies have suggested the implication of multiple genetic and environmental factors in the pathogenesis of MS. The aim of this work was to evaluate expression of the microRNA-22 (miRNA-22) level, in relation to vitamin D (VD) and VD receptor (VDR) levels in patients with MS during remission state. METHODS This case-control study was conducted in 50 patients with clinically definite MS and 50 age- and sex-matched healthy controls. miRNA-22 expression was assessed in both MS patients and controls using quantitative RT-PCR. The serum level of VD and VDR was assessed in both MS patients and controls using ELISA techniques. RESULTS The miRNA-22 level was significantly downregulated in MS patients in comparison to controls (p value <0.001). MS patients had also significantly lower VD and VDR levels in comparison to controls (p value <0.001 and <0.001, respectively). Patients with secondary progressive MS (SPMS) have a significantly higher miRNA-22 level than patients with relapsing remitting MS (RRMS) (p value = 0.042). There was a statistically significant positive correlation between the miRNA-22 level and EDSS (p value = 0.033). There was also a statistically significant positive correlation between the miRNA-22 level and VDR level (p value = 0.002). CONCLUSION The miRNA-22 level was significantly downregulated in MS patients, but it had a positive correlation with disability status. Patients with SPMS have a significantly higher miRNA-22 level than patients with RRMS. VD and VDR levels were significantly lower in MS patients than controls. The miRNA-22 level was positively correlated with the VDR level.
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Affiliation(s)
- Ahmed M B Khedr
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Helwan University, Cairo, Egypt
| | - Olfat Gamil Shaker
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Amr Hassan
- Neurology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
| | - Mona Hussein
- Neurology Department, Beni-Suef University, Beni-Suef, Egypt
| | - Yasmine S Kamal
- Neurology Department, Faculty of Medicine, Cairo University, Cairo, Egypt
- Rashid Hospital, Dubai, United Arab Emirates
| | - Taha Abdelraziq Azouz
- Department of Medical Biochemistry and Molecular Biology, Faculty of Medicine, Cairo University, Cairo, Egypt
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16
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Brorson I, Eriksson A, Høgestøl E, Leikfoss I, Harbo H, Berge T, Vitelli V, Bos S. Global DNA methylation changes in treated and untreated MS patients measured over time. J Neuroimmunol 2022; 364:577808. [DOI: 10.1016/j.jneuroim.2022.577808] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 11/30/2021] [Accepted: 01/04/2022] [Indexed: 10/19/2022]
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17
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Capturing SNP Association across the NK Receptor and HLA Gene Regions in Multiple Sclerosis by Targeted Penalised Regression Models. Genes (Basel) 2021; 13:genes13010087. [PMID: 35052430 PMCID: PMC8774935 DOI: 10.3390/genes13010087] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Revised: 12/22/2021] [Accepted: 12/24/2021] [Indexed: 11/17/2022] Open
Abstract
Conventional genome-wide association studies (GWASs) of complex traits, such as Multiple Sclerosis (MS), are reliant on per-SNP p-values and are therefore heavily burdened by multiple testing correction. Thus, in order to detect more subtle alterations, ever increasing sample sizes are required, while ignoring potentially valuable information that is readily available in existing datasets. To overcome this, we used penalised regression incorporating elastic net with a stability selection method by iterative subsampling to detect the potential interaction of loci with MS risk. Through re-analysis of the ANZgene dataset (1617 cases and 1988 controls) and an IMSGC dataset as a replication cohort (1313 cases and 1458 controls), we identified new association signals for MS predisposition, including SNPs above and below conventional significance thresholds while targeting two natural killer receptor loci and the well-established HLA loci. For example, rs2844482 (98.1% iterations), otherwise ignored by conventional statistics (p = 0.673) in the same dataset, was independently strongly associated with MS in another GWAS that required more than 40 times the number of cases (~45 K). Further comparison of our hits to those present in a large-scale meta-analysis, confirmed that the majority of SNPs identified by the elastic net model reached conventional statistical GWAS thresholds (p < 5 × 10−8) in this much larger dataset. Moreover, we found that gene variants involved in oxidative stress, in addition to innate immunity, were associated with MS. Overall, this study highlights the benefit of using more advanced statistical methods to (re-)analyse subtle genetic variation among loci that have a biological basis for their contribution to disease risk.
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18
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Ma Q, Caillier SJ, Muzic S, Wilson MR, Henry RG, Cree BAC, Hauser SL, Didonna A, Oksenberg JR. Specific hypomethylation programs underpin B cell activation in early multiple sclerosis. Proc Natl Acad Sci U S A 2021; 118:e2111920118. [PMID: 34911760 PMCID: PMC8713784 DOI: 10.1073/pnas.2111920118] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/04/2021] [Indexed: 12/12/2022] Open
Abstract
Epigenetic changes have been consistently detected in different cell types in multiple sclerosis (MS). However, their contribution to MS pathogenesis remains poorly understood partly because of sample heterogeneity and limited coverage of array-based methods. To fill this gap, we conducted a comprehensive analysis of genome-wide DNA methylation patterns in four peripheral immune cell populations isolated from 29 MS patients at clinical disease onset and 24 healthy controls. We show that B cells from new-onset untreated MS cases display more significant methylation changes than other disease-implicated immune cell types, consisting of a global DNA hypomethylation signature. Importantly, 4,933 MS-associated differentially methylated regions in B cells were identified, and this epigenetic signature underlies specific genetic programs involved in B cell differentiation and activation. Integration of the methylome to changes in gene expression and susceptibility-associated regions further indicates that hypomethylated regions are significantly associated with the up-regulation of cell activation transcriptional programs. Altogether, these findings implicate aberrant B cell function in MS etiology.
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Affiliation(s)
- Qin Ma
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Stacy J Caillier
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Shaun Muzic
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Michael R Wilson
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Roland G Henry
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Bruce A C Cree
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Stephen L Hauser
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Alessandro Didonna
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
| | - Jorge R Oksenberg
- Weill Institute for Neurosciences, Department of Neurology, University of California, San Francisco, CA 94158
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19
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Badam TV, Hellberg S, Mehta RB, Lechner-Scott J, Lea RA, Tost J, Mariette X, Svensson-Arvelund J, Nestor CE, Benson M, Berg G, Jenmalm MC, Gustafsson M, Ernerudh J. CD4 + T-cell DNA methylation changes during pregnancy significantly correlate with disease-associated methylation changes in autoimmune diseases. Epigenetics 2021; 17:1040-1055. [PMID: 34605719 PMCID: PMC9487751 DOI: 10.1080/15592294.2021.1982510] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022] Open
Abstract
Epigenetics may play a central, yet unexplored, role in the profound changes that the maternal immune system undergoes during pregnancy and could be involved in the pregnancy-induced modulation of several autoimmune diseases. We investigated changes in the methylome in isolated circulating CD4+ T-cells in non-pregnant and pregnant women, during the 1st and 2nd trimester, using the Illumina Infinium Human Methylation 450K array, and explored how these changes were related to autoimmune diseases that are known to be affected during pregnancy. Pregnancy was associated with several hundreds of methylation differences, particularly during the 2nd trimester. A network-based modular approach identified several genes, e.g., CD28, FYN, VAV1 and pathways related to T-cell signalling and activation, highlighting T-cell regulation as a central component of the observed methylation alterations. The identified pregnancy module was significantly enriched for disease-associated methylation changes related to multiple sclerosis, rheumatoid arthritis and systemic lupus erythematosus. A negative correlation between pregnancy-associated methylation changes and disease-associated changes was found for multiple sclerosis and rheumatoid arthritis, diseases that are known to improve during pregnancy whereas a positive correlation was found for systemic lupus erythematosus, a disease that instead worsens during pregnancy. Thus, the directionality of the observed changes is in line with the previously observed effect of pregnancy on disease activity. Our systems medicine approach supports the importance of the methylome in immune regulation of T-cells during pregnancy. Our findings highlight the relevance of using pregnancy as a model for understanding and identifying disease-related mechanisms involved in the modulation of autoimmune diseases.Abbreviations: BMIQ: beta-mixture quantile dilation; DMGs: differentially methylated genes; DMPs: differentially methylated probes; FE: fold enrichment; FDR: false discovery rate; GO: gene ontology; GWAS: genome-wide association studies; MDS: multidimensional scaling; MS: multiple sclerosis; PBMC: peripheral blood mononuclear cells; PBS: phosphate buffered saline; PPI; protein-protein interaction; RA: rheumatoid arthritis; SD: standard deviation; SLE: systemic lupus erythematosus; SNP: single nucleotide polymorphism; TH: CD4+ T helper cell; VIStA: diVIsive Shuffling Approach.
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Affiliation(s)
- Tejaswi V Badam
- Bioinformatics Department of Physics, Chemistry and Biology, Linköping University, Linköping, Sweden.,School of Bioscience, Skövde University, Skövde, Sweden
| | - Sandra Hellberg
- Bioinformatics Department of Physics, Chemistry and Biology, Linköping University, Linköping, Sweden.,Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Ratnesh B Mehta
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia.,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, Australia.,Department of Neurology, John Hunter Hospital, New Lambton Heights, Australia
| | - Rodney A Lea
- School of Medicine and Public Health, University of Newcastle, Callaghan, Australia.,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, Australia.,Institute of Health and Biomedical Innovations, Genomics Research Centre, Queensland University of Technology, Kelvin Grove, Australia
| | - Jorg Tost
- Laboratory of Epigenetics and Environment, Centre National De Recherche En Génomique Humaine, CEA-Institut De Biologie Francois Jacob, Evry, France
| | - Xavier Mariette
- Université Paris-Saclay, AP-HP-Université Paris-Saclay, Hôpital Bicêtre, Institut National de la Santé et de la Recherche Médicale (Inserm) U1184, Center for Immunology of Viral Infections and Autoimmune Diseases, France
| | - Judit Svensson-Arvelund
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Colm E Nestor
- The Centre for Individualized Medicine, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Mikael Benson
- The Centre for Individualized Medicine, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Göran Berg
- Department of Obstetrics and Gynaecology and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Maria C Jenmalm
- Division of Inflammation and Infection, Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Mika Gustafsson
- Bioinformatics Department of Physics, Chemistry and Biology, Linköping University, Linköping, Sweden
| | - Jan Ernerudh
- Department of Clinical Immunology and Transfusion Medicine and Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
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20
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Azam S, Haque ME, Balakrishnan R, Kim IS, Choi DK. The Ageing Brain: Molecular and Cellular Basis of Neurodegeneration. Front Cell Dev Biol 2021; 9:683459. [PMID: 34485280 PMCID: PMC8414981 DOI: 10.3389/fcell.2021.683459] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2021] [Accepted: 07/14/2021] [Indexed: 12/12/2022] Open
Abstract
Ageing is an inevitable event in the lifecycle of all organisms, characterized by progressive physiological deterioration and increased vulnerability to death. Ageing has also been described as the primary risk factor of most neurodegenerative diseases, including Alzheimer's disease (AD), Parkinson's disease (PD), Huntington's disease (HD), and frontotemporal lobar dementia (FTD). These neurodegenerative diseases occur more prevalently in the aged populations. Few effective treatments have been identified to treat these epidemic neurological crises. Neurodegenerative diseases are associated with enormous socioeconomic and personal costs. Here, the pathogenesis of AD, PD, and other neurodegenerative diseases has been presented, including a summary of their known associations with the biological hallmarks of ageing: genomic instability, telomere attrition, epigenetic alterations, loss of proteostasis, mitochondrial dysfunction, cellular senescence, deregulated nutrient sensing, stem cell exhaustion, and altered intercellular communications. Understanding the central biological mechanisms that underlie ageing is important for identifying novel therapeutic targets for neurodegenerative diseases. Potential therapeutic strategies, including the use of NAD+ precursors, mitophagy inducers, and inhibitors of cellular senescence, has also been discussed.
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Affiliation(s)
- Shofiul Azam
- Department of Applied Life Sciences, Graduate School, BK21 Program, Konkuk University, Chungju-si, South Korea
| | - Md. Ezazul Haque
- Department of Applied Life Sciences, Graduate School, BK21 Program, Konkuk University, Chungju-si, South Korea
| | - Rengasamy Balakrishnan
- Department of Applied Life Sciences, Graduate School, BK21 Program, Konkuk University, Chungju-si, South Korea
| | - In-Su Kim
- Department of Biotechnology, College of Biomedical and Health Science, Research Institute of Inflammatory Disease (RID), Konkuk University, Chungju-si, South Korea
| | - Dong-Kug Choi
- Department of Applied Life Sciences, Graduate School, BK21 Program, Konkuk University, Chungju-si, South Korea
- Department of Biotechnology, College of Biomedical and Health Science, Research Institute of Inflammatory Disease (RID), Konkuk University, Chungju-si, South Korea
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21
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Human Monocytes Plasticity in Neurodegeneration. Biomedicines 2021; 9:biomedicines9070717. [PMID: 34201693 PMCID: PMC8301413 DOI: 10.3390/biomedicines9070717] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 06/11/2021] [Accepted: 06/21/2021] [Indexed: 01/09/2023] Open
Abstract
Monocytes play a crucial role in immunity and tissue homeostasis. They constitute the first line of defense during the inflammatory process, playing a role in the pathogenesis and progression of diseases, making them an attractive therapeutic target. They are heterogeneous in morphology and surface marker expression, which suggest different molecular and physiological properties. Recent evidences have demonstrated their ability to enter the brain, and, as a consequence, their hypothetical role in different neurodegenerative diseases. In this review, we will discuss the current knowledge about the correlation between monocyte dysregulation in the brain and/or in the periphery and neurological diseases in humans. Here we will focus on the most common neurodegenerative disorders, such as Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis and multiple sclerosis.
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22
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Garcia-Manteiga JM, Clarelli F, Bonfiglio S, Mascia E, Giannese F, Barbiera G, Guaschino C, Sorosina M, Santoro S, Protti A, Martinelli V, Cittaro D, Lazarevic D, Stupka E, Filippi M, Esposito F, Martinelli-Boneschi F. Identification of differential DNA methylation associated with multiple sclerosis: A family-based study. J Neuroimmunol 2021; 356:577600. [PMID: 33991750 DOI: 10.1016/j.jneuroim.2021.577600] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2021] [Revised: 04/20/2021] [Accepted: 04/27/2021] [Indexed: 02/07/2023]
Abstract
Multiple Sclerosis (MS) is caused by a still unknown interplay between genetic and environmental factors. Epigenetics, including DNA methylation, represents a model for environmental factors to influence MS risk. Twenty-six affected and 26 unaffected relatives from 8 MS multiplex families were analysed in a multicentric Italian study using MeDIP-Seq, followed by technical validation and biological replication in two additional families of differentially methylated regions (DMRs) using SeqCap Epi Choice Enrichment kit (Roche®). Associations from MeDIP-Seq across families were combined with aggregation statistics, yielding 162 DMRs at FDR ≤ 0.1. Technical validation and biological replication led to 2 hypo-methylated regions, which point to NTM and BAI3 genes, and to 2 hyper-methylated regions in PIK3R1 and CAPN13. These 4 novel regions contain genes of potential interest that need to be tested in larger cohorts of patients.
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Affiliation(s)
- J M Garcia-Manteiga
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - F Clarelli
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy
| | - S Bonfiglio
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - E Mascia
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy
| | - F Giannese
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - G Barbiera
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - C Guaschino
- Department of Neurology, Sant'Antonio Abate Hospital, Gallarate, Italy
| | - M Sorosina
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy
| | - S Santoro
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy
| | - A Protti
- Ospedale Niguarda, Department of Neurology, Milan, Italy
| | - V Martinelli
- Neurology Unit, San Raffaele Scientific Institute, Via Olgettina 48, 20132 Milan, Italy
| | - D Cittaro
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - D Lazarevic
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - E Stupka
- Centre for Omics Sciences, San Raffaele Scientific Institute IRCCS, Milan, Italy
| | - M Filippi
- Neurology Unit, San Raffaele Scientific Institute, Via Olgettina 48, 20132 Milan, Italy; Vita-Salute San Raffaele University, Via Olgettina 48, 20132 Milan, Italy; Neuroimaging Research Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Via Olgettina 48, 20132 Milan, Italy; Neurophysiology Unit, IRCCS San Raffaele Scientific Institute, San Raffaele Scientific Institute, Via Olgettina 48, 20132 Milan, Italy
| | - F Esposito
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy; Neurology Unit, San Raffaele Scientific Institute, Via Olgettina 48, 20132 Milan, Italy
| | - F Martinelli-Boneschi
- Laboratory of Human Genetics of Neurological Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Italy; Department of Pathophysiology and Transplantation (DEPT), Dino Ferrari Centre, Neuroscience Section, University of Milan, Via Francesco Sforza 35, 20122 Milan, Italy; Neurology Unit and MS Centre, Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Via Francesco Sforza 35, 20122 Milan, Italy.
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23
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Kiselev IS, Kulakova OG, Boyko AN, Favorova OO. DNA Methylation As an Epigenetic Mechanism in the Development of Multiple Sclerosis. Acta Naturae 2021; 13:45-57. [PMID: 34377555 PMCID: PMC8327151 DOI: 10.32607/actanaturae.11043] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2020] [Accepted: 09/24/2020] [Indexed: 12/13/2022] Open
Abstract
The epigenetic mechanisms of gene expression regulation are a group of the key cellular and molecular pathways that lead to inherited alterations in genes' activity without changing their coding sequence. DNA methylation at the C5 position of cytosine in CpG dinucleotides is amongst the central epigenetic mechanisms. Currently, the number of studies that are devoted to the identification of methylation patterns specific to multiple sclerosis (MS), a severe chronic autoimmune disease of the central nervous system, is on a rapid rise. However, the issue of the contribution of DNA methylation to the development of the different clinical phenotypes of this highly heterogeneous disease has only begun to attract the attention of researchers. This review summarizes the data on the molecular mechanisms underlying DNA methylation and the MS risk factors that can affect the DNA methylation profile and, thereby, modulate the expression of the genes involved in the disease's pathogenesis. The focus of our attention is centered on the analysis of the published data on the differential methylation of DNA from various biological samples of MS patients obtained using both the candidate gene approach and high-throughput methods.
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Affiliation(s)
- I. S. Kiselev
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
| | - O. G. Kulakova
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
| | - A. N. Boyko
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
| | - O. O. Favorova
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
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24
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Thinking outside the Ischemia Box: Advancements in the Use of Multiple Sclerosis Drugs in Ischemic Stroke. J Clin Med 2021; 10:jcm10040630. [PMID: 33562264 PMCID: PMC7914575 DOI: 10.3390/jcm10040630] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2020] [Revised: 01/26/2021] [Accepted: 02/03/2021] [Indexed: 12/16/2022] Open
Abstract
Ischemic stroke (IS) is a major cause of death and disability, despite early intervention. Thrombo-inflammation, the inflammatory process triggered by ischemia, is a concept that ties IS with multiple sclerosis (MS), under the wider ‘umbrella’ of neuroinflammation, i.e., the inflammation of the nervous tissue. Drawing from this, numerous studies have explored the potential of MS disease-modifying drugs in the setting of IS. In this review, we present the available studies and discuss their potential in ameliorating IS outcomes. Based on our search, the vast majority of the studies have been conducted on animals, yielding mostly positive results. Two clinical trials involving natalizumab showed that it does not confer any benefits, but four human studies regarding fingolimod have showcased its potential in improving recovery prospects. However, concerns on safety and other issues are raised, and basic questions still need to be answered.
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25
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Baulina N, Kiselev I, Favorova O. Imprinted Genes and Multiple Sclerosis: What Do We Know? Int J Mol Sci 2021; 22:1346. [PMID: 33572862 PMCID: PMC7866243 DOI: 10.3390/ijms22031346] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 01/23/2021] [Accepted: 01/26/2021] [Indexed: 02/06/2023] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune neurodegenerative disease of the central nervous system that arises from interplay between non-genetic and genetic risk factors. The epigenetics functions as a link between these factors, affecting gene expression in response to external influence, and therefore should be extensively studied to improve the knowledge of MS molecular mechanisms. Among others, the epigenetic mechanisms underlie the establishment of parent-of-origin effects that appear as phenotypic differences depending on whether the allele was inherited from the mother or father. The most well described manifestation of parent-of-origin effects is genomic imprinting that causes monoallelic gene expression. It becomes more obvious that disturbances in imprinted genes at the least affecting their expression do occur in MS and may be involved in its pathogenesis. In this review we will focus on the potential role of imprinted genes in MS pathogenesis.
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Affiliation(s)
- Natalia Baulina
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia; (I.K.); (O.F.)
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
| | - Ivan Kiselev
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia; (I.K.); (O.F.)
| | - Olga Favorova
- Institute of Translational Medicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia; (I.K.); (O.F.)
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Pirogov Russian National Research Medical University, 117997 Moscow, Russia
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26
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Buda P, Chyb M, Smorczewska-Kiljan A, Wieteska-Klimczak A, Paczesna A, Kowalczyk-Domagała M, Okarska-Napierała M, Sobalska-Kwapis M, Grochowalski Ł, Słomka M, Sitek A, Ksia Żyk J, Strapagiel D. Association Between rs12037447, rs146732504, rs151078858, rs55723436, and rs6094136 Polymorphisms and Kawasaki Disease in the Population of Polish Children. Front Pediatr 2021; 9:624798. [PMID: 33692975 PMCID: PMC7937642 DOI: 10.3389/fped.2021.624798] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 01/27/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Kawasaki disease (KD) is an acute self-limited febrile vasculitis that mainly affects young children. Coronary artery involvement is the most serious complication in children with KD. It is currently the leading cause of acquired cardiac disease in children from developed countries. Literature data indicate a significant role of genetic susceptibility to KD. Objective: The aim of this study was to perform the first Genome-Wide Association Study (GWAS) in a population of Polish children with KD and identify susceptible genes involved in the pathogenesis of KD. Materials and Methods: The blood samples of Kawasaki disease patients (n = 119) were collected between 2016 and 2020, isolated and stored at the Department of Pediatrics, Nutrition and Metabolic Diseases, Children's Memorial Health Institute in Warsaw. The control group was based on Polish donors (n = 6,071) registered as the POPULOUS collection at the Biobank Lab of The Department of Molecular Biophysics in University of Lodz. DNA samples were genotyped for 558,231 Single Nucleotide Polymorphisms (SNPs) using the 24 × 1 Infinium HTS Human Core Exome microarrays according to the protocol provided by the manufacturer. In order to discover and verify genetic risk-factors for KD, association analysis was carried out using PLINK 1.9. Results: Of all 164,395 variants, 5 were shown to occur statistically (padjusted < 0.05) more frequent in Kawasaki disease patients than in controls. Those are: rs12037447 in non-coding sequence (padjusted = 8.329 × 10-4, OR = 8.697, 95% CI; 3.629-20.84) and rs146732504 in KIF25 (padjusted = 0.007354, OR = 11.42, 95% CI; 3.79-34.43), rs151078858 in PTPRJ (padjusted = 0.04513, OR = 8.116, 95% CI; 3.134-21.01), rs55723436 in SPECC1L (padjusted = 0.04596, OR = 5.596, 95% CI; 2.669-11.74), rs6094136 in RPN2 (padjusted = 0.04755, OR = 10.08, 95% CI; 3.385-30.01) genes. Conclusion: Polymorphisms of genes KIF25, PTRPJ, SPECC1L, RNP2 may be linked with the incidence of Kawasaki disease in Polish children.
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Affiliation(s)
- Piotr Buda
- Department of Pediatrics, Nutrition, and Metabolic Diseases, Children's Memorial Health Institute, Warsaw, Poland
| | - Maciej Chyb
- Biobank Lab, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland
| | - Anna Smorczewska-Kiljan
- Department of Pediatrics, Nutrition, and Metabolic Diseases, Children's Memorial Health Institute, Warsaw, Poland
| | - Anna Wieteska-Klimczak
- Department of Pediatrics, Nutrition, and Metabolic Diseases, Children's Memorial Health Institute, Warsaw, Poland
| | - Agata Paczesna
- Department of Cardiology, The Children's Memorial Health Institute, Warsaw, Poland
| | | | | | - Marta Sobalska-Kwapis
- Biobank Lab, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland.,BBMRI.pl Consortium, Wrocław, Poland
| | - Łukasz Grochowalski
- Biobank Lab, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland
| | - Marcin Słomka
- Biobank Lab, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland.,BBMRI.pl Consortium, Wrocław, Poland
| | - Aneta Sitek
- Department of Anthropology, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland
| | - Janusz Ksia Żyk
- Department of Pediatrics, Nutrition, and Metabolic Diseases, Children's Memorial Health Institute, Warsaw, Poland
| | - Dominik Strapagiel
- Biobank Lab, Department of Molecular Biophysics, Faculty of Biology and Environmental Protection, University of Lodz, Łódź, Poland.,BBMRI.pl Consortium, Wrocław, Poland
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27
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Maltby VE, Lea RA, Burnard S, Xavier A, Van Cao T, White N, Kennedy D, Groen K, Sanders KA, Seeto R, Bray S, Gresle M, Laverick L, Butzkueven H, Scott RJ, Lechner-Scott J. Epigenetic differences at the HTR2A locus in progressive multiple sclerosis patients. Sci Rep 2020; 10:22217. [PMID: 33335118 PMCID: PMC7747721 DOI: 10.1038/s41598-020-78809-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Accepted: 11/22/2020] [Indexed: 11/30/2022] Open
Abstract
The pathology of progressive multiple sclerosis (MS) is poorly understood. We have previously assessed DNA methylation in the CD4+ T cells of relapsing–remitting (RR) MS patients compared to healthy controls and identified differentially methylated regions (DMRs) in HLA-DRB1 and RNF39. This study aimed to investigate the DNA methylation profiles of the CD4+ T cells of progressive MS patients. DNA methylation was measured in two separate case/control cohorts using the Illumina 450K/EPIC arrays and data was analysed with the Chip Analysis Methylation Pipeline (ChAMP). Single nucleotide polymorphisms (SNPs) were assessed using the Illumina Human OmniExpress24 arrays and analysed using PLINK. Expression was assessed using the Illumina HT12 array and analysed in R using a combination of Limma and Illuminaio. We identified three DMRs at HTR2A, SLC17A9 and HDAC4 that were consistent across both cohorts. The DMR at HTR2A is located within the bounds of a haplotype block; however, the DMR remained significant after accounting for SNPs in the region. No expression changes were detected in any DMRs. HTR2A is differentially methylated in progressive MS independent of genotype. This differential methylation is not evident in RRMS, making it a potential biomarker of progressive disease.
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Affiliation(s)
- Vicki E Maltby
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, 2308, Australia.,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Rodney A Lea
- Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.,Institute of Health and Biomedical Innovations, Genomics Research Centre, Queensland University of Technology, Kelvin Grove, QLD, 4059, Australia
| | - Sean Burnard
- Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.,School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Alexandre Xavier
- Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.,School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Thao Van Cao
- Institute of Health and Biomedical Innovations, Genomics Research Centre, Queensland University of Technology, Kelvin Grove, QLD, 4059, Australia
| | - Nicole White
- Institute of Health and Biomedical Innovations, Genomics Research Centre, Queensland University of Technology, Kelvin Grove, QLD, 4059, Australia
| | - Daniel Kennedy
- Institute of Health and Biomedical Innovations, Genomics Research Centre, Queensland University of Technology, Kelvin Grove, QLD, 4059, Australia
| | - Kira Groen
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, 2308, Australia.,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Katherine A Sanders
- Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia.,Centre for Anatomical and Human Sciences, Hull York Medical School, Hull, UK
| | - Rebecca Seeto
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, 2308, Australia.,School of Environmental and Life Sciences, University of Newcastle, Callaghan, NSW, 2308, Australia
| | - Samara Bray
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, 2308, Australia.,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Melissa Gresle
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.,Royal Melbourne Hospital, Melbourne, VIC, Australia.,MS and Neuroimmunology Unit, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Louise Laverick
- Department of Medicine, University of Melbourne, Melbourne, VIC, Australia.,Royal Melbourne Hospital, Melbourne, VIC, Australia
| | - Helmut Butzkueven
- Alfred Hospital, Melbourne, VIC, Australia.,MS and Neuroimmunology Unit, Central Clinical School, Monash University, Melbourne, VIC, Australia
| | - Rodney J Scott
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Callaghan, NSW, 2308, Australia.,Division of Molecular Genetics, Pathology North, John Hunter Hospital, New Lambton Heights, NSW, 2305, Australia.,Centre for Cancer Research, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, University of Newcastle, Callaghan, NSW, 2308, Australia. .,Centre for Brain and Mental Health, Hunter Medical Research Institute, New Lambton Heights, NSW, 2305, Australia. .,Department of Neurology, John Hunter Hospital, New Lambton Heights, NSW, 2305, Australia.
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28
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Ong LTC, Parnell GP, Veale K, Stewart GJ, Liddle C, Booth DR. Regulation of the methylome in differentiation from adult stem cells may underpin vitamin D risk in MS. Genes Immun 2020; 21:335-347. [PMID: 33037402 DOI: 10.1038/s41435-020-00114-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 08/31/2020] [Accepted: 09/28/2020] [Indexed: 01/27/2023]
Abstract
Multiple lines of evidence indicate Multiple Sclerosis (MS) is affected by vitamin D. This effect may be mediated by methylation in immune cell progenitors. We aimed to determine (1) if haematopoietic stem cell methylation constrains methylation in daughter cells and is variable between individuals, and (2) the interaction of methylation with the vitamin D receptor binding sites. We interrogated genomic methylation levels from matching purified CD34+ haematopoietic stem cells and progeny CD14+ monocytes and CD56+ NK cells from 11 individuals using modified reduced representation bisulfite sequencing. Differential methylation of Vitamin D Receptor binding sites and MS risk genes was assessed from this and using pyrosequencing for the vitamin D regulated MS risk gene ZMIZ1. Although DNA methylation states at CpG islands and other sites are almost entirely recapitulated between progenitor and progeny immune cells, significant variation was detected at some regions between cell subsets and individuals; including around the MS risk genes HLA DRB1 and the vitamin D repressor NCOR2. Methylation of the vitamin D responsive MS risk gene ZMIZ1 was associated with risk SNP and disease. We conclude that DNA methylation settings in adult haematopoietic stem cells may contribute to individual variation in vitamin D responses in immune cells.
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Affiliation(s)
- Lawrence T C Ong
- Centre for Immunology and Allergy Research, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia. .,Department of Immunology, Westmead Hospital, Cnr Darcy and Hawkesbury Rds, Westmead, NSW, 2145, Australia.
| | - Grant P Parnell
- Centre for Immunology and Allergy Research, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia
| | - Kelly Veale
- Centre for Immunology and Allergy Research, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia
| | - Graeme J Stewart
- Centre for Immunology and Allergy Research, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia
| | - Christopher Liddle
- Storr Liver Centre, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia
| | - David R Booth
- Centre for Immunology and Allergy Research, Westmead Institute for Medical Research, The University of Sydney, 176 Hawkesbury Rd, Westmead, NSW, 2145, Australia
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29
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N-glycans as functional effectors of genetic and epigenetic disease risk. Mol Aspects Med 2020; 79:100891. [PMID: 32861467 DOI: 10.1016/j.mam.2020.100891] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2020] [Revised: 06/19/2020] [Accepted: 08/03/2020] [Indexed: 12/15/2022]
Abstract
N-glycosylation is a frequent modification of proteins, essential for all domains of life. N-glycan biosynthesis is a dynamic, complex, non-templated process, wherein specific glycoforms are modulated by various microenvironmental cues, cellular signals and local availability of dedicated enzymes and sugar precursors. This intricate regulatory network comprises hundreds of proteins, whose activity is dependent on both sequence of implicated genes and the regulation of their expression. In this regard, variation in N-glycosylation patterns stems from either gene polymorphisms or from stable epigenetic regulation of gene expression in different individuals. Moreover, epigenome alters in response to various environmental factors, representing a direct link between environmental exposure and changes in gene expression, that are subsequently reflected through altered N-glycosylation. N-glycosylation itself has a fundamental role in numerous biological processes, ranging from protein folding, cellular homeostasis, adhesion and immune regulation, to the effector functions in multiple diseases. Moreover, specific modification of the glycan structure can modulate glycoprotein's biological function or direct the faith of the entire cell, as seen on the examples of antibodies and T cells, respectively. Since immunoglobulin G is one of the most profoundly studied glycoproteins in general, the focus of this review will be on its N-glycosylation changes and their functional implications. By deepening the knowledge on the mechanistic roles that certain glycoforms exert in differential pathological processes, valuable insight into molecular perturbations occurring during disease development could be obtained. The prospect of resolving the exact biological pathways involved offers a potential for the development of new therapeutic interventions and molecular tools that would aid in prognosis, early referral and timely treatment of multiple disease conditions.
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30
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Abstract
Multiple sclerosis (MS) is an aggravating autoimmune disease that cripples young patients slowly with physical, sensory and cognitive deficits. The break of self-tolerance to neuronal antigens is the key to the pathogenesis of MS, with autoreactive T cells causing demyelination that subsequently leads to inflammation-mediated neurodegenerative events in the central nervous system. The exact etiology of MS remains elusive; however, the interplay of genetic and environmental factors contributes to disease development and progression. Given that genetic variation only accounts for a fraction of risk for MS, extrinsic risk factors including smoking, infection and lack of vitamin D or sunshine, which cause changes in gene expression, contribute to disease development through epigenetic regulation. To date, there is a growing body of scientific evidence to support the important roles of epigenetic processes in MS. In this chapter, the three main layers of epigenetic regulatory mechanisms, namely DNA methylation, histone modification and microRNA-mediated gene regulation, will be discussed, with a particular focus on the role of epigenetics on dysregulated immune responses and neurodegenerative events in MS. Also, the potential for epigenetic modifiers as biomarkers and therapeutics for MS will be reviewed.
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Affiliation(s)
- Vera Sau-Fong Chan
- Department of Medicine, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong, China.
- Queen Mary Hospital, Hong Kong SAR, China.
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31
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Abstract
Multiple sclerosis (MS) is a common, severe neurological disease that affects millions of people worldwide. Nevertheless, the actual cause of MS remains unknown. Smoking has been studied with respect to MS development and progression. The objectives of this review were to examine the relationship between smoking and MS and to understand the possible molecular mechanisms underlying the association. PubMed was searched for articles related to the study topic published between 2012 and 2020 using the search terms "multiple sclerosis," "smoking," "risk factors," "cigarettes," and "molecular mechanisms." Studies show a significant relationship between smoking and the risk of MS. Furthermore, smoking has been linked to the progression of MS at the patient and population levels. However, the underlying mechanism remains to be explored in further studies; researchers still disagree on how the relationship between smoking and MS arises in different populations. Evidence from randomized controlled trials, systematic reviews, and epidemiological studies shows that smokers have a higher risk of developing MS and experiencing related adverse symptoms and complications.
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Affiliation(s)
- Borros Arneth
- Institute of Laboratory Medicine and Pathobiochemistry, Molecular Diagnostics, Hospital of the Universities of Giessen and Marburg UKGM, Justus Liebig University Giessen, Giessen, Hessen Germany.
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32
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Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease of the central nervous system. We review the two core MS features, myelin instability, fragmentation, and remyelination failure, and dominance of pathogenic CD4+ Th17 cells over protective CD4+ Treg cells. To better understand myelin pathology, we describe myelin biosynthesis, structure, and function, then highlight stearoyl-CoA desaturase (SCD) in nervonic acid biosynthesis and nervonic acid's contribution to myelin stability. Noting that vitamin D deficiency decreases SCD in the periphery, we propose it also decreases SCD in oligodendrocytes, disrupting the nervonic acid supply and causing myelin instability and fragmentation. To better understand the distorted Th17/Treg cell balance, we summarize Th17 cell contributions to MS pathogenesis, then highlight how 1,25-dihydroxyvitamin D3 signaling from microglia to CD4+ T cells restores Treg cell dominance. This signaling rapidly increases flux through the methionine cycle, removing homocysteine, replenishing S-adenosyl-methionine, and improving epigenetic marking. Noting that DNA hypomethylation and inappropriate DRB1*1501 expression were observed in MS patient CD4+ T cells, we propose that vitamin D deficiency thwarts epigenetic downregulation of DRB1*1501 and Th17 cell signature genes, and upregulation of Treg cell signature genes, causing dysregulation within the CD4+ T cell compartment. We explain how obesity reduces vitamin D status, and how estrogen and vitamin D collaborate to promote Treg cell dominance in females. Finally, we discuss the implications of this new knowledge concerning myelin and the Th17/Treg cell balance, and advocate for efforts to address the global epidemics of obesity and vitamin D deficiency in the expectation of reducing the impact of MS.
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Affiliation(s)
- Colleen E. Hayes
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, USA
| | - James M. Ntambi
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, USA
- Department of Nutritional Sciences, University of Wisconsin-Madison, 1415 Linden Drive, Madison, WI 53706, USA
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33
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Jamebozorgi K, Rostami D, Pormasoumi H, Taghizadeh E, Barreto GE, Sahebkar A. Epigenetic aspects of multiple sclerosis and future therapeutic options. Int J Neurosci 2020; 131:56-64. [PMID: 32075477 DOI: 10.1080/00207454.2020.1732974] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory and neurodegenerative disease accompanied by demyelination of neurons in the central nervous system that mostly affects young adults, especially women. This disease has two phases including relapsing-remitting form (RR-MS) by episodes of relapse and periods of clinical remission and secondary-progressive form (SP-MS), which causes more disability. The inheritance pattern of MS is not exactly identified and there is an agreement that it has a complex pattern with an interplay among environmental, genetic and epigenetic alternations. Epigenetic mechanisms that are identified for MS pathogenesis are DNA methylation, histone modification and some microRNAs' alternations. Several cellular processes including apoptosis, differentiation and evolution can be modified along with epigenetic changes. Some alternations are associated with epigenetic mechanisms in MS patients and these changes can become key points for MS therapy. Therefore, the aim of this review was to discuss epigenetic mechanisms that are associated with MS pathogenesis and future therapeutic approaches.
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Affiliation(s)
| | - Daryoush Rostami
- School of Allied Medical Sciences, Zabol University of Medical Sciences, Zabol, Iran
| | - Hosein Pormasoumi
- Faculty of Medicine, Zabol University of Medical Sciences, Zabol, Iran
| | - Eskandar Taghizadeh
- Cellular and Molecular Research Center, Yasuj University of Medical Sciences, Yasuj, Iran.,Department of Medical Genetics, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - George E Barreto
- Department of Biological Sciences, University of Limerick, Limerick, Ireland.,Instituto de Ciencias Biomédicas, Universidad Autónoma de Chile, Santiago, Chile
| | - Amirhossein Sahebkar
- Halal Research Center of IRI, FDA, Tehran, Iran.,Neurogenic Inflammation Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.,Biotechnology Research Center, Pharmaceutical Technology Institute, Mashhad University of Medical Sciences, Mashhad, Iran
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Celarain N, Tomas-Roig J. Aberrant DNA methylation profile exacerbates inflammation and neurodegeneration in multiple sclerosis patients. J Neuroinflammation 2020; 17:21. [PMID: 31937331 PMCID: PMC6961290 DOI: 10.1186/s12974-019-1667-1] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2019] [Accepted: 11/27/2019] [Indexed: 12/12/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune and demyelinating disease of the central nervous system characterised by incoordination, sensory loss, weakness, changes in bladder capacity and bowel function, fatigue and cognitive impairment, creating a significant socioeconomic burden. The pathogenesis of MS involves both genetic susceptibility and exposure to distinct environmental risk factors. The gene x environment interaction is regulated by epigenetic mechanisms. Epigenetics refers to a complex system that modifies gene expression without altering the DNA sequence. The most studied epigenetic mechanism is DNA methylation. This epigenetic mark participates in distinct MS pathophysiological processes, including blood-brain barrier breakdown, inflammatory response, demyelination, remyelination failure and neurodegeneration. In this study, we also accurately summarised a list of environmental factors involved in the MS pathogenesis and its clinical course. A literature search was conducted using MEDLINE through PubMED and Scopus. In conclusion, an exhaustive study of DNA methylation might contribute towards new pharmacological interventions in MS by use of epigenetic drugs.
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Affiliation(s)
- Naiara Celarain
- Girona Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Dr. Josep Trueta University Hospital and Girona Biomedical Research Institute (IDIBGI), Girona, Spain.
| | - Jordi Tomas-Roig
- Girona Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Dr. Josep Trueta University Hospital and Girona Biomedical Research Institute (IDIBGI), Girona, Spain.
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35
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Celarain N, Tomas-Roig J. Changes in Deoxyribonucleic Acid Methylation Contribute to the Pathophysiology of Multiple Sclerosis. Front Genet 2019; 10:1138. [PMID: 31798633 PMCID: PMC6874160 DOI: 10.3389/fgene.2019.01138] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Accepted: 10/21/2019] [Indexed: 12/02/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the central nervous system characterized by loss of coordination, weakness, dysfunctions in bladder capacity, bowel movement, and cognitive impairment. Thus, the disease leads to a significant socioeconomic burden. In the pathophysiology of the disease, both genetic and environmental risk factors are involved. Gene x environment interaction is modulated by epigenetic mechanisms. Epigenetics refers to a sophisticated system that regulates gene expression with no changes in the DNA sequence. The most studied epigenetic mechanism is the DNA methylation. In this review, we summarize the data available from the current literature by grouping sets of differentially methylated genes in distinct biological categories: the immune system including innate and adaptive response, the DNA damage, and the central nervous system.
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Affiliation(s)
- Naiara Celarain
- Girona Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Dr. Josep Trueta University Hospital, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
| | - Jordi Tomas-Roig
- Girona Neuroimmunology and Multiple Sclerosis Unit (UNIEM), Dr. Josep Trueta University Hospital, Girona Biomedical Research Institute (IDIBGI), Girona, Spain
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36
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Tiane A, Schepers M, Rombaut B, Hupperts R, Prickaerts J, Hellings N, van den Hove D, Vanmierlo T. From OPC to Oligodendrocyte: An Epigenetic Journey. Cells 2019; 8:E1236. [PMID: 31614602 PMCID: PMC6830107 DOI: 10.3390/cells8101236] [Citation(s) in RCA: 56] [Impact Index Per Article: 11.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2019] [Revised: 10/08/2019] [Accepted: 10/10/2019] [Indexed: 12/15/2022] Open
Abstract
Oligodendrocytes provide metabolic and functional support to neuronal cells, rendering them key players in the functioning of the central nervous system. Oligodendrocytes need to be newly formed from a pool of oligodendrocyte precursor cells (OPCs). The differentiation of OPCs into mature and myelinating cells is a multistep process, tightly controlled by spatiotemporal activation and repression of specific growth and transcription factors. While oligodendrocyte turnover is rather slow under physiological conditions, a disruption in this balanced differentiation process, for example in case of a differentiation block, could have devastating consequences during ageing and in pathological conditions, such as multiple sclerosis. Over the recent years, increasing evidence has shown that epigenetic mechanisms, such as DNA methylation, histone modifications, and microRNAs, are major contributors to OPC differentiation. In this review, we discuss how these epigenetic mechanisms orchestrate and influence oligodendrocyte maturation. These insights are a crucial starting point for studies that aim to identify the contribution of epigenetics in demyelinating diseases and may thus provide new therapeutic targets to induce myelin repair in the long run.
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Affiliation(s)
- Assia Tiane
- Department of Immunology, Biomedical Research Institute, Hasselt University, Hasselt 3500, Belgium.
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Melissa Schepers
- Department of Immunology, Biomedical Research Institute, Hasselt University, Hasselt 3500, Belgium.
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Ben Rombaut
- Department of Immunology, Biomedical Research Institute, Hasselt University, Hasselt 3500, Belgium.
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Raymond Hupperts
- Department of Neurology, Zuyderland Medical Center, Sittard-Geleen 6130 MB, The Netherlands.
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Jos Prickaerts
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
| | - Niels Hellings
- Department of Immunology, Biomedical Research Institute, Hasselt University, Hasselt 3500, Belgium.
| | - Daniel van den Hove
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
- Department of Psychiatry, Psychosomatics and Psychotherapy, University of Wuerzburg, Wuerzburg 97080, Germany.
| | - Tim Vanmierlo
- Department of Immunology, Biomedical Research Institute, Hasselt University, Hasselt 3500, Belgium.
- Department Psychiatry and Neuropsychology, European Graduate School of Neuroscience, School for Mental Health and Neuroscience, Maastricht University, Maastricht 6200 MD, The Netherlands.
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37
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Identifying the culprits in neurological autoimmune diseases. J Transl Autoimmun 2019; 2:100015. [PMID: 32743503 PMCID: PMC7388404 DOI: 10.1016/j.jtauto.2019.100015] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 08/27/2019] [Accepted: 09/03/2019] [Indexed: 12/16/2022] Open
Abstract
The target organ of neurological autoimmune diseases (NADs) is the central or peripheral nervous system. Multiple sclerosis (MS) is the most common NAD, whereas Guillain-Barré syndrome (GBS), myasthenia gravis (MG), and neuromyelitis optica (NMO) are less common NADs, but the incidence of these diseases has increased exponentially in the last few years. The identification of a specific culprit in NADs is challenging since a myriad of triggering factors interplay with each other to cause an autoimmune response. Among the factors that have been associated with NADs are genetic susceptibility, epigenetic mechanisms, and environmental factors such as infection, microbiota, vitamins, etc. This review focuses on the most studied culprits as well as the mechanisms used by these to trigger NADs. Neurological autoimmune diseases are caused by a complex interaction between genes, environmental factors, and epigenetic deregulation. Infectious agents can cause an autoimmune reaction to myelin epitopes through molecular mimicry and/or bystander activation. Gut microbiota dysbiosis contributes to neurological autoimmune diseases. Smoking increases the risk of NADs through inflammatory signaling pathways, oxidative stress, and Th17 differentiation. Deficiency in vitamin D favors NAD development through direct damage to the central and peripheral nervous system.
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38
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Waubant E, Lucas R, Mowry E, Graves J, Olsson T, Alfredsson L, Langer‐Gould A. Environmental and genetic risk factors for MS: an integrated review. Ann Clin Transl Neurol 2019; 6:1905-1922. [PMID: 31392849 PMCID: PMC6764632 DOI: 10.1002/acn3.50862] [Citation(s) in RCA: 151] [Impact Index Per Article: 30.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2019] [Revised: 07/16/2019] [Accepted: 07/17/2019] [Indexed: 12/11/2022] Open
Abstract
Recent findings have provided a molecular basis for the combined contributions of multifaceted risk factors for the onset of multiple sclerosis (MS). MS appears to start as a chronic dysregulation of immune homeostasis resulting from complex interactions between genetic predispositions, infectious exposures, and factors that lead to pro-inflammatory states, including smoking, obesity, and low sun exposure. This is supported by the discovery of gene-environment (GxE) interactions and epigenetic alterations triggered by environmental exposures in individuals with particular genetic make-ups. It is notable that several of these pro-inflammatory factors have not emerged as strong prognostic indicators. Biological processes at play during the relapsing phase of the disease may result from initial inflammatory-mediated injury, while risk factors for the later phase of MS, which is weighted toward neurodegeneration, are not yet well defined. This integrated review of current evidence guides recommendations for clinical practice and highlights research gaps.
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Affiliation(s)
| | - Robyn Lucas
- National Centre for Epidemiology and Population Health, Research School of Population HealthAustralian National UniversityCanberraAustralia
| | - Ellen Mowry
- Department of Neurology and EpidemiologyJohns Hopkins UniversityBaltimoreMaryland
| | | | - Tomas Olsson
- Department of NeurologyKarolinska Institutet, Department of Clinical NeuroscienceStockholmSweden
| | - Lars Alfredsson
- Department of EpidemiologyInstitute of Environmental Medicine, Karolinska InstitutetStockholmSweden
| | - Annette Langer‐Gould
- Clinical & Translational NeuroscienceKaiser Permanente/Southern California Permanente Medical GroupLos AngelesCalifornia
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39
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Castro K, Casaccia P. Epigenetic modifications in brain and immune cells of multiple sclerosis patients. Mult Scler 2019; 24:69-74. [PMID: 29307300 DOI: 10.1177/1352458517737389] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Multiple sclerosis (MS) is a debilitating neurological disease whose onset and progression are influenced by the interplay of genetic and environmental factors. Epigenetic modifications, which include post-translational modification of the histones and DNA, are considered mediators of gene-environment interactions and a growing body of evidence suggests that they play an important role in MS pathology and could be potential therapeutic targets. Since epigenetic events regulate transcription of different genes in a cell type-specific fashion, we caution on the distinct functional consequences that targeting the same epigenetic modifications might have in distinct cell types. In this review, we primarily focus on the role of histone acetylation and DNA methylation on oligodendrocyte and T-cell function and its potential implications for MS. We find that decreased histone acetylation and increased DNA methylation in oligodendrocyte lineage (OL) cells enhance myelin repair, which is beneficial for MS, while the same epigenetic processes in T cells augment their pro-inflammatory phenotype, which can exacerbate disease severity. In conclusion, epigenetic-based therapies for MS may have great value but only when cellular specificity is taken into consideration.
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Affiliation(s)
- Kamilah Castro
- Department of Neuroscience, Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Patrizia Casaccia
- Department of Neuroscience, Graduate School of Biomedical Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA/Advanced Science Research Center at the Graduate Center of the City University of New York, New York, NY, USA
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40
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Hasan A, Afzal M. Gene and environment interplay in cognition: Evidence from twin and molecular studies, future directions and suggestions for effective candidate gene x environment (cGxE) research. Mult Scler Relat Disord 2019; 33:121-130. [PMID: 31185373 DOI: 10.1016/j.msard.2019.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Revised: 04/20/2019] [Accepted: 05/13/2019] [Indexed: 12/17/2022]
Abstract
Last decade of molecular research in the field of cognitive science has shown that no single approach can give satisfactory results as far as gene hunt is concerned. Cohesive theory of gene-environment interaction seems to be a rational idea for bridging the gap in our knowledge of disorders involving cognitive deficit. It may even be helpful to some extent in resolving issues of missing heritability. We review the current state of play in the area of cognition at genetic and environmental fronts. Evidence of apparent gene-environment (GxE) interactions from various studies has been mentioned with the aim of redirecting the focus of research community towards studying such interactions with the help of sensitive designs and molecular techniques. We re-evaluate candidate gene-environment research in order to emphasize its potential if carried out strategically.
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Affiliation(s)
- Anam Hasan
- Human Genetics and Toxicology Laboratory, Section of Genetics, Department of Zoology, Faculty of Life Sciences, Aligarh Muslim University, Aligarh 202002, Uttar Pradesh, India
| | - Mohammad Afzal
- Human Genetics and Toxicology Laboratory, Section of Genetics, Department of Zoology, Faculty of Life Sciences, Aligarh Muslim University, Aligarh 202002, Uttar Pradesh, India.
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41
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Berge T, Eriksson A, Brorson IS, Høgestøl EA, Berg-Hansen P, Døskeland A, Mjaavatten O, Bos SD, Harbo HF, Berven F. Quantitative proteomic analyses of CD4 + and CD8 + T cells reveal differentially expressed proteins in multiple sclerosis patients and healthy controls. Clin Proteomics 2019; 16:19. [PMID: 31080378 PMCID: PMC6505067 DOI: 10.1186/s12014-019-9241-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2018] [Accepted: 04/27/2019] [Indexed: 02/07/2023] Open
Abstract
Background Multiple sclerosis (MS) is an autoimmune, neuroinflammatory disease, with an unclear etiology. However, T cells play a central role in the pathogenesis by crossing the blood–brain-barrier, leading to inflammation of the central nervous system and demyelination of the protective sheath surrounding the nerve fibers. MS has a complex inheritance pattern, and several studies indicate that gene interactions with environmental factors contribute to disease onset. Methods In the current study, we evaluated T cell dysregulation at the protein level using electrospray liquid chromatography–tandem mass spectrometry to get novel insights into immune-cell processes in MS. We have analyzed the proteomic profiles of CD4+ and CD8+ T cells purified from whole blood from 13 newly diagnosed, treatment-naive female patients with relapsing–remitting MS and 14 age- and sex-matched healthy controls. Results An overall higher protein abundance was observed in both CD4+ and CD8+ T cells from MS patients when compared to healthy controls. The differentially expressed proteins were enriched for T-cell specific activation pathways, especially CTLA4 and CD28 signaling in CD4+ T cells. When selectively analyzing proteins expressed from the genes most proximal to > 200 non-HLA MS susceptibility polymorphisms, we observed differential expression of eight proteins in T cells between MS patients and healthy controls, and there was a correlation between the genotype at three MS genetic risk loci and protein expressed from proximal genes. Conclusion Our study provides evidence for proteomic differences in T cells from relapsing–remitting MS patients compared to healthy controls and also identifies dysregulation of proteins encoded from MS susceptibility genes. Electronic supplementary material The online version of this article (10.1186/s12014-019-9241-5) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Tone Berge
- Department of Mechanical, Electronics and Chemical Engineering, Faculty of Technology, Art and Design, Oslo Met - Oslo Metropolitan University, Postboks 4, St. Olavs Plass, 0130 Oslo, Norway.,2Neuroscience Research Unit, Oslo University Hospital, Rikshospitalet, Domus Medica 4, Nydalen, Postboks 4950, 0424 Oslo, Norway.,3Department of Research, Innovation and Education, Oslo University Hospital, Oslo, Norway
| | - Anna Eriksson
- 2Neuroscience Research Unit, Oslo University Hospital, Rikshospitalet, Domus Medica 4, Nydalen, Postboks 4950, 0424 Oslo, Norway.,4Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Ina Skaara Brorson
- 2Neuroscience Research Unit, Oslo University Hospital, Rikshospitalet, Domus Medica 4, Nydalen, Postboks 4950, 0424 Oslo, Norway.,4Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,5Department of Neurology, Oslo University Hospital, Ullevål, Postboks 4950, 0424 Nydalen, Oslo, Norway
| | - Einar August Høgestøl
- 2Neuroscience Research Unit, Oslo University Hospital, Rikshospitalet, Domus Medica 4, Nydalen, Postboks 4950, 0424 Oslo, Norway.,4Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Pål Berg-Hansen
- 4Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,5Department of Neurology, Oslo University Hospital, Ullevål, Postboks 4950, 0424 Nydalen, Oslo, Norway
| | - Anne Døskeland
- 6Proteomics Unit at University of Bergen (PROBE), Department of Biomedicine, University of Bergen, Postboks 7804, 5020 Bergen, Norway
| | - Olav Mjaavatten
- 6Proteomics Unit at University of Bergen (PROBE), Department of Biomedicine, University of Bergen, Postboks 7804, 5020 Bergen, Norway
| | - Steffan Daniel Bos
- 2Neuroscience Research Unit, Oslo University Hospital, Rikshospitalet, Domus Medica 4, Nydalen, Postboks 4950, 0424 Oslo, Norway.,4Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,5Department of Neurology, Oslo University Hospital, Ullevål, Postboks 4950, 0424 Nydalen, Oslo, Norway
| | - Hanne F Harbo
- 4Institute of Clinical Medicine, University of Oslo, Oslo, Norway.,5Department of Neurology, Oslo University Hospital, Ullevål, Postboks 4950, 0424 Nydalen, Oslo, Norway
| | - Frode Berven
- 6Proteomics Unit at University of Bergen (PROBE), Department of Biomedicine, University of Bergen, Postboks 7804, 5020 Bergen, Norway
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42
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Souren NY, Gerdes LA, Lutsik P, Gasparoni G, Beltrán E, Salhab A, Kümpfel T, Weichenhan D, Plass C, Hohlfeld R, Walter J. DNA methylation signatures of monozygotic twins clinically discordant for multiple sclerosis. Nat Commun 2019; 10:2094. [PMID: 31064978 PMCID: PMC6504952 DOI: 10.1038/s41467-019-09984-3] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Accepted: 04/03/2019] [Indexed: 12/25/2022] Open
Abstract
Multiple sclerosis (MS) is an inflammatory, demyelinating disease of the central nervous system with a modest concordance rate in monozygotic twins, which strongly argues for involvement of epigenetic factors. We observe highly similar peripheral blood mononuclear cell-based methylomes in 45 MS-discordant monozygotic twins. Nevertheless, we identify seven MS-associated differentially methylated positions (DMPs) of which we validate two, including a region in the TMEM232 promoter and ZBTB16 enhancer. In CD4 + T cells we find an MS-associated differentially methylated region in FIRRE. Additionally, 45 regions show large methylation differences in individual pairs, but they do not clearly associate with MS. Furthermore, we present epigenetic biomarkers for current interferon-beta treatment, and extensive validation shows that the ZBTB16 DMP is a signature for prior glucocorticoid treatment. Taken together, this study represents an important reference for epigenomic MS studies, identifies new candidate epigenetic markers, and highlights treatment effects and genetic background as major confounders. Monozygotic (MZ) twins are ideal to study the influence of non-genetic factors on complex phenotypes. Here, Souren et al. perform an EWAS in peripheral blood mononuclear cells from 45 MZ twins discordant for multiple sclerosis and identify disease and treatment-associated epigenetic markers.
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Affiliation(s)
- Nicole Y Souren
- Department of Genetics/Epigenetics, Saarland University, 66123, Saarbrücken, Germany.
| | - Lisa A Gerdes
- Institute of Clinical Neuroimmunology, University Hospital and Biomedical Center, Ludwig-Maximilians University Munich, 81377, Munich, Germany
| | - Pavlo Lutsik
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Gilles Gasparoni
- Department of Genetics/Epigenetics, Saarland University, 66123, Saarbrücken, Germany
| | - Eduardo Beltrán
- Institute of Clinical Neuroimmunology, University Hospital and Biomedical Center, Ludwig-Maximilians University Munich, 81377, Munich, Germany
| | - Abdulrahman Salhab
- Department of Genetics/Epigenetics, Saarland University, 66123, Saarbrücken, Germany
| | - Tania Kümpfel
- Institute of Clinical Neuroimmunology, University Hospital and Biomedical Center, Ludwig-Maximilians University Munich, 81377, Munich, Germany
| | - Dieter Weichenhan
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Christoph Plass
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ), 69120, Heidelberg, Germany
| | - Reinhard Hohlfeld
- Institute of Clinical Neuroimmunology, University Hospital and Biomedical Center, Ludwig-Maximilians University Munich, 81377, Munich, Germany.,Munich Cluster for Systems Neurology (SyNergy), 80336, Munich, Germany
| | - Jörn Walter
- Department of Genetics/Epigenetics, Saarland University, 66123, Saarbrücken, Germany.
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43
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Ewing E, Kular L, Fernandes SJ, Karathanasis N, Lagani V, Ruhrmann S, Tsamardinos I, Tegner J, Piehl F, Gomez-Cabrero D, Jagodic M. Combining evidence from four immune cell types identifies DNA methylation patterns that implicate functionally distinct pathways during Multiple Sclerosis progression. EBioMedicine 2019; 43:411-423. [PMID: 31053557 PMCID: PMC6558224 DOI: 10.1016/j.ebiom.2019.04.042] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2019] [Revised: 04/15/2019] [Accepted: 04/23/2019] [Indexed: 12/22/2022] Open
Abstract
Background Multiple Sclerosis (MS) is a chronic inflammatory disease and a leading cause of progressive neurological disability among young adults. DNA methylation, which intersects genes and environment to control cellular functions on a molecular level, may provide insights into MS pathogenesis. Methods We measured DNA methylation in CD4+ T cells (n = 31), CD8+ T cells (n = 28), CD14+ monocytes (n = 35) and CD19+ B cells (n = 27) from relapsing-remitting (RRMS), secondary progressive (SPMS) patients and healthy controls (HC) using Infinium HumanMethylation450 arrays. Monocyte (n = 25) and whole blood (n = 275) cohorts were used for validations. Findings B cells from MS patients displayed most significant differentially methylated positions (DMPs), followed by monocytes, while only few DMPs were detected in T cells. We implemented a non-parametric combination framework (omicsNPC) to increase discovery power by combining evidence from all four cell types. Identified shared DMPs co-localized at MS risk loci and clustered into distinct groups. Functional exploration of changes discriminating RRMS and SPMS from HC implicated lymphocyte signaling, T cell activation and migration. SPMS-specific changes, on the other hand, implicated myeloid cell functions and metabolism. Interestingly, neuronal and neurodegenerative genes and pathways were also specifically enriched in the SPMS cluster. Interpretation We utilized a statistical framework (omicsNPC) that combines multiple layers of evidence to identify DNA methylation changes that provide new insights into MS pathogenesis in general, and disease progression, in particular. Fund This work was supported by the Swedish Research Council, Stockholm County Council, AstraZeneca, European Research Council, Karolinska Institutet and Margaretha af Ugglas Foundation.
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Affiliation(s)
- Ewoud Ewing
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden
| | - Lara Kular
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden
| | - Sunjay J Fernandes
- Unit of Computational Medicine, Department of Medicine, Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, 17177, Sweden; Science for Life Laboratory, Solna, Sweden
| | - Nestoras Karathanasis
- Institute of Computer Science, Foundation for Research and Technology-Hellas, Heraklion, Greece; Computational Medicine Center, Thomas Jefferson University, 1020 Locust Street, Philadelphia, PA 19107, USA
| | - Vincenzo Lagani
- Institute of Chemical Biology, Ilia State University, Tbilisi, Georgia; Gnosis Data Analysis PC, Heraklion, Greece
| | - Sabrina Ruhrmann
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden
| | - Ioannis Tsamardinos
- Gnosis Data Analysis PC, Heraklion, Greece; Department of Computer Science, University of Crete, Heraklion, Greece
| | - Jesper Tegner
- Unit of Computational Medicine, Department of Medicine, Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, 17177, Sweden; Biological and Environmental Sciences and Engineering Division, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Saudi Arabia; Science for Life Laboratory, Solna, Sweden
| | - Fredrik Piehl
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden; Center for Neurology, Academic Specialist Clinic, Stockholm Health Services, Stockholm, Sweden
| | - David Gomez-Cabrero
- Unit of Computational Medicine, Department of Medicine, Solna, Center for Molecular Medicine, Karolinska Institutet, Stockholm, 17177, Sweden; Translational Bioinformatics Unit, Navarrabiomed, Complejo Hospitalario de Navarra (CHN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Spain; Centre for Host Microbiome Interactions, Faculty of Dentistry, Oral & Craniofacial Sciences, King's College London, UK
| | - Maja Jagodic
- Department of Clinical Neuroscience, Center for Molecular Medicine, Karolinska Institutet, Stockholm 17177, Sweden.
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Wang Z, Xie J, Wu C, Xiao G. Correlation Between Smoking and Passive Smoking with Multiple Sclerosis and the Underlying Molecular Mechanisms. Med Sci Monit 2019; 25:893-902. [PMID: 30703074 PMCID: PMC6367889 DOI: 10.12659/msm.912863] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022] Open
Abstract
Multiple sclerosis (MS) is a chronic immune-mediated disease of the spinal cord and brain. Many studies have shown that smoking and passive smoking are key environmental risk factors for MS. Here, we provide an overview of the human leukocyte antigen (HLA) gene studies on smoking and MS risk, and we discuss recent studies on between epigenetics and smoking-induced MS. In addition, in this review we also summarize current research advances in biological pathways and smoking-induced MS. This review provides an overview of studies on the association between smoking, passive smoking, and MS susceptibility, and the underlying molecular mechanism.
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Affiliation(s)
- Zhaowei Wang
- Department of Neurology, Shaoxing People's Hospital (Shaoxing Hospital of Zhejiang University), Shaoxing, Zhejiang, China (mainland)
| | - Jianpin Xie
- Department of Neurology, Shaoxing People's Hospital (Shaoxing Hospital of Zhejiang University), Shaoxing, Zhejiang, China (mainland)
| | - Chenglong Wu
- Department of Neurology, Shaoxing People's Hospital (Shaoxing Hospital of Zhejiang University), Shaoxing, Zhejiang, China (mainland)
| | - Guirong Xiao
- Department of Neurology, Shaoxing People's Hospital (Shaoxing Hospital of Zhejiang University), Shaoxing, Zhejiang, China (mainland)
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45
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Herrera S, de Vega WC, Ashbrook D, Vernon SD, McGowan PO. Genome-epigenome interactions associated with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome. Epigenetics 2018; 13:1174-1190. [PMID: 30516085 DOI: 10.1080/15592294.2018.1549769] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (ME/CFS) is a complex disease of unknown etiology. Multiple studies point to disruptions in immune functioning in ME/CFS patients as well as specific genetic polymorphisms and alterations of the DNA methylome in lymphocytes. However, potential interactions between DNA methylation and genetic background in relation to ME/CFS have not been examined. In this study we explored this association by characterizing the epigenetic (~480 thousand CpG loci) and genetic (~4.3 million SNPs) variation between cohorts of ME/CFS patients and healthy controls. We found significant associations of DNA methylation states in T-lymphocytes at several CpG loci and regions with ME/CFS phenotype. These methylation anomalies are in close proximity to genes involved with immune function and cellular metabolism. Finally, we found significant correlations of genotypes with methylation modifications associated with ME/CFS. The findings from this study highlight the role of epigenetic and genetic interactions in complex diseases, and suggest several genetic and epigenetic elements potentially involved in the mechanisms of disease in ME/CFS.
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Affiliation(s)
- Santiago Herrera
- a Centre for Environmental Epigenetics and Development , University of Toronto , Scarborough , Canada.,b Department of Biological Sciences , University of Toronto , Scarborough , Canada
| | - Wilfred C de Vega
- a Centre for Environmental Epigenetics and Development , University of Toronto , Scarborough , Canada.,b Department of Biological Sciences , University of Toronto , Scarborough , Canada.,c Department of Cell and Systems Biology , University of Toronto , Toronto , Canada
| | - David Ashbrook
- a Centre for Environmental Epigenetics and Development , University of Toronto , Scarborough , Canada.,b Department of Biological Sciences , University of Toronto , Scarborough , Canada
| | | | - Patrick O McGowan
- a Centre for Environmental Epigenetics and Development , University of Toronto , Scarborough , Canada.,b Department of Biological Sciences , University of Toronto , Scarborough , Canada.,c Department of Cell and Systems Biology , University of Toronto , Toronto , Canada.,e Department of Psychology , University of Toronto , Toronto , Canada.,f Department of Physiology, Faculty of Medicine , University of Toronto , Toronto , Canada
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46
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Maltby VE, Lea RA, Graves MC, Sanders KA, Benton MC, Tajouri L, Scott RJ, Lechner-Scott J. Genome-wide DNA methylation changes in CD19 + B cells from relapsing-remitting multiple sclerosis patients. Sci Rep 2018; 8:17418. [PMID: 30479356 PMCID: PMC6258668 DOI: 10.1038/s41598-018-35603-0] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Accepted: 10/17/2018] [Indexed: 01/07/2023] Open
Abstract
Multiple Sclerosis (MS) is an inflammatory and neurodegenerative disease of the central nervous system. The inflammatory process in MS is driven by both T and B cells and current therapies are targeted to each of these cell types. Epigenetic mechanisms may provide a valuable link between genes and environment. DNA methylation is the best studied epigenetic mechanism and is recognized as a potential contributor to MS risk. The objective of this study was to identify DNA methylation changes associated with MS in CD19+ B-cells. We performed an epigenome-wide association analysis of DNA methylation in the CD19+ B-cells from 24 patients with relapsing-remitting MS on various treatments and 24 healthy controls using Illumina 450 K arrays. A large differentially methylated region (DMR) was observed at the lymphotoxin alpha (LTA) locus. This region was hypermethylated and contains 19 differentially methylated positions (DMPs) spanning 860 bp, all of which are located within the transcriptional start site. We also observed smaller DMRs at 4 MS-associated genes: SLC44A2, LTBR, CARD11 and CXCR5. These preliminary findings suggest that B-cell specific DNA-methylation may be associated with MS risk or response to therapy, specifically at the LTA locus. Development of B-cell specific epigenetic therapies is an attractive new avenue of research in MS treatment. Further studies are now required to validate these findings and understand their functional significance.
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Affiliation(s)
- Vicki E Maltby
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
| | - Rodney A Lea
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Moira C Graves
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
| | - Katherine A Sanders
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Australia
| | - Miles C Benton
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
| | - Lotti Tajouri
- Faculty of Health Sciences and Medicine, Bond University, Gold Coast, Australia
| | - Rodney J Scott
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, Australia
- Medical Genetics, Pathology North, John Hunter Hospital, Newcastle, Australia
| | - Jeannette Lechner-Scott
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia.
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia.
- Department of Neurology, John Hunter Hospital, Newcastle, Australia.
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47
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Minskaia E, Saraiva BC, Soares MMV, Azevedo RI, Ribeiro RM, Kumar SD, Vieira AIS, Lacerda JF. Molecular Markers Distinguishing T Cell Subtypes With TSDR Strand-Bias Methylation. Front Immunol 2018; 9:2540. [PMID: 30455694 PMCID: PMC6230625 DOI: 10.3389/fimmu.2018.02540] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 10/15/2018] [Indexed: 12/28/2022] Open
Abstract
Human regulatory CD4+CD25+FOXP3+ T cells (Treg) play important roles in the maintenance of self-tolerance and immune homeostasis in various disease settings and are also involved in the suppression of effective immune responses. These cells are heterogeneous in phenotype and function, and the ability to reliably distinguish between various FOXP3-expressing subpopulations can affect the development of successful therapies. This study demonstrates that hypomethylated CpG sites, present in four regions of the FOXP3 locus, CAMTA1 and FUT7 gene regions, can be used to distinguish several subsets of Treg from conventional CD4+ T lymphocytes (Tcon) in donors of both genders. We describe a previously unreported strand-bias hemimethylation pattern in FOXP3 promoter and TSDR in donors of both genders, with the coding strand being demethylated within promoter and methylated within TSDR in all CD4+ lymphocyte subtypes, whereas the template strand follows the previously described pattern of methylation with both regions being more demethylated in Treg subtypes and mostly methylated in Tcon. This strand-specific approach within the TSDR may prove to be instrumental in correctly defining Treg subsets in health and in disease.
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Affiliation(s)
- Ekaterina Minskaia
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - Barbara C Saraiva
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - Maria M V Soares
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - Rita I Azevedo
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - Ruy M Ribeiro
- Departmento de Biomatemática, Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal
| | - Saumya D Kumar
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - Ana I S Vieira
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
| | - João F Lacerda
- Faculdade de Medicina da Universidade de Lisboa, Instituto de Medicina Molecular-João Lobo Antunes, Lisbon, Portugal
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48
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Rhead B, Brorson IS, Berge T, Adams C, Quach H, Moen SM, Berg-Hansen P, Celius EG, Sangurdekar DP, Bronson PG, Lea RA, Burnard S, Maltby VE, Scott RJ, Lechner-Scott J, Harbo HF, Bos SD, Barcellos LF. Increased DNA methylation of SLFN12 in CD4+ and CD8+ T cells from multiple sclerosis patients. PLoS One 2018; 13:e0206511. [PMID: 30379917 PMCID: PMC6209300 DOI: 10.1371/journal.pone.0206511] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Accepted: 10/15/2018] [Indexed: 01/08/2023] Open
Abstract
DNA methylation is an epigenetic mark that is influenced by environmental factors and is associated with changes to gene expression and phenotypes. It may link environmental exposures to disease etiology or indicate important gene pathways involved in disease pathogenesis. We identified genomic regions that are differentially methylated in T cells of patients with relapsing remitting multiple sclerosis (MS) compared to healthy controls. DNA methylation was assessed at 450,000 genomic sites in CD4+ and CD8+ T cells purified from peripheral blood of 94 women with MS and 94 healthy women, and differentially methylated regions were identified using bumphunter. Differential DNA methylation was observed near four loci: MOG/ZFP57, HLA-DRB1, NINJ2/LOC100049716, and SLFN12. Increased methylation of the first exon of the SLFN12 gene was observed in both T cell subtypes and remained present after restricting analyses to samples from patients who had never been on treatment or had been off treatment for more than 2.5 years. Genes near the regions of differential methylation in T cells were assessed for differential expression in whole blood samples from a separate population of 1,329 women with MS and 97 healthy women. Gene expression of HLA-DRB1, NINJ2, and SLFN12 was observed to be decreased in whole blood in MS patients compared to controls. We conclude that T cells from MS patients display regions of differential DNA methylation compared to controls, and corresponding gene expression differences are observed in whole blood. Two of the genes that showed both methylation and expression differences, NINJ2 and SLFN12, have not previously been implicated in MS. SLFN12 is a particularly compelling target of further research, as this gene is known to be down-regulated during T cell activation and up-regulated by type I interferons (IFNs), which are used to treat MS.
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Affiliation(s)
- Brooke Rhead
- Computational Biology Graduate Group, University of California, Berkeley, Berkeley, CA, United States of America
- Genetic Epidemiology and Genomics Laboratory, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
| | - Ina S. Brorson
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Tone Berge
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- Department for Mechanical, Electronics and Chemical Engineering, Oslo Metropolitan University, Oslo, Norway
| | - Cameron Adams
- Genetic Epidemiology and Genomics Laboratory, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
| | - Hong Quach
- Genetic Epidemiology and Genomics Laboratory, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
| | - Stine Marit Moen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- MS-Centre Hakadal, Hakadal, Norway
| | - Pål Berg-Hansen
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Elisabeth Gulowsen Celius
- Department of Neurology, Oslo University Hospital, Oslo, Norway
- Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Dipen P. Sangurdekar
- Translational & Integrative Analytics, Biogen, Inc., Cambridge, MA, United States of America
| | - Paola G. Bronson
- Statistical Genetics & Genetic Epidemiology, Biogen, Inc., Cambridge, MA, United States of America
| | - Rodney A. Lea
- Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Australia
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
| | - Sean Burnard
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, Australia
| | - Vicki E. Maltby
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
| | - Rodney J. Scott
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, Australia
- Molecular Genetics, Pathology North, John Hunter Hospital, Newcastle, Australia
| | - Jeannette Lechner-Scott
- Centre for Information Based Medicine, Hunter Medical Research Institute, Newcastle, Australia
- School of Medicine and Public Health, University of Newcastle, Newcastle, Australia
- Department of Neurology, John Hunter Hospital, Newcastle, Australia
| | - Hanne F. Harbo
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Steffan D. Bos
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
- Department of Neurology, Oslo University Hospital, Oslo, Norway
| | - Lisa F. Barcellos
- Computational Biology Graduate Group, University of California, Berkeley, Berkeley, CA, United States of America
- Genetic Epidemiology and Genomics Laboratory, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, United States of America
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49
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Phosphorylated SIRT1 as a biomarker of relapse and response to treatment with glatiramer acetate in multiple sclerosis. Exp Mol Pathol 2018; 105:175-180. [DOI: 10.1016/j.yexmp.2018.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 07/16/2018] [Indexed: 11/24/2022]
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50
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Moore JR, Hubler SL, Nelson CD, Nashold FE, Spanier JA, Hayes CE. 1,25-Dihydroxyvitamin D 3 increases the methionine cycle, CD4 + T cell DNA methylation and Helios +Foxp3 + T regulatory cells to reverse autoimmune neurodegenerative disease. J Neuroimmunol 2018; 324:100-114. [PMID: 30267995 DOI: 10.1016/j.jneuroim.2018.09.008] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2018] [Revised: 09/12/2018] [Accepted: 09/18/2018] [Indexed: 12/21/2022]
Abstract
We investigated how one calcitriol dose plus vitamin D3 reverses experimental autoimmune encephalomyelitis (EAE), a multiple sclerosis model. This protocol rapidly increased CD4+ T cell Ikzf2 transcripts, Helios protein, and CD4+Helios+FoxP3+ T regulatory cells. It also rapidly increased CD4+ T cell Bhmt1 transcripts, betaine:homocysteine methyltransferase-1 (BHMT1) enzyme activity, and global DNA methylation. BHMT1 transmethylates homocysteine to replenish methionine. Targeting the Vdr gene in T cells decreased Ikzf2 and Bhmt1 gene expression, reduced DNA methylation, and elevated systemic homocysteine in mice with EAE. We hypothesize that calcitriol drives a transition from encephalitogenic CD4+ T cell to Treg cell dominance by upregulating Ikzf2 and Bhmt1, recycling homocysteine to methionine, reducing homocysteine toxicity, maintaining DNA methylation, and stabilizing CD4+Helios+FoxP3+Tregulatory cells. Conserved vitamin D-responsive element (VDRE)-type sequences in the Bhmt1 and Ikzf2 promoters, the universal need for methionine in epigenetic regulation, and betaine's protective effects in MTHFR-deficiency suggest similar regulatory mechanisms exist in humans.
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Affiliation(s)
- Jerott R Moore
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, United States
| | | | - Corwin D Nelson
- Department of Animal Sciences, University of Florida, Gainesville, FL 32611, United States
| | - Faye E Nashold
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, United States
| | - Justin A Spanier
- Rheumatic and Autoimmune Diseases, Center for Immunology, Department of Medicine, University of Minnesota, Minneapolis, MN 55455, United States.
| | - Colleen E Hayes
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, United States.
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