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Arnal Segura M, Bini G, Krithara A, Paliouras G, Tartaglia GG. Machine Learning Methods for Classifying Multiple Sclerosis and Alzheimer's Disease Using Genomic Data. Int J Mol Sci 2025; 26:2085. [PMID: 40076709 PMCID: PMC11900513 DOI: 10.3390/ijms26052085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2024] [Revised: 02/22/2025] [Accepted: 02/24/2025] [Indexed: 03/14/2025] Open
Abstract
Complex diseases pose challenges in prediction due to their multifactorial and polygenic nature. This study employed machine learning (ML) to analyze genomic data from the UK Biobank, aiming to predict the genomic predisposition to complex diseases like multiple sclerosis (MS) and Alzheimer's disease (AD). We tested logistic regression (LR), ensemble tree methods, and deep learning models for this purpose. LR displayed remarkable stability across various subsets of data, outshining deep learning approaches, which showed greater variability in performance. Additionally, ML methods demonstrated an ability to maintain optimal performance despite correlated genomic features due to linkage disequilibrium. When comparing the performance of polygenic risk score (PRS) with ML methods, PRS consistently performed at an average level. By employing explainability tools in the ML models of MS, we found that the results confirmed the polygenicity of this disease. The highest-prioritized genomic variants in MS were identified as expression or splicing quantitative trait loci located in non-coding regions within or near genes associated with the immune response, with a prevalence of human leukocyte antigen (HLA) gene annotations. Our findings shed light on both the potential and the challenges of employing ML to capture complex genomic patterns, paving the way for improved predictive models.
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Affiliation(s)
- Magdalena Arnal Segura
- Centre for Human Technologies, Istituto Italiano di Tecnologia, Via Enrico Melen, 83, 16152 Genova, Italy (G.B.)
- Department of Biology ‘Charles Darwin’, Sapienza University of Rome, P.le A. Moro 5, 00185 Rome, Italy
| | - Giorgio Bini
- Centre for Human Technologies, Istituto Italiano di Tecnologia, Via Enrico Melen, 83, 16152 Genova, Italy (G.B.)
- Department of Physics, University of Genova, Via Dodecaneso 33, 16146 Genova, Italy
| | - Anastasia Krithara
- Institute of Informatics and Telecommunications, National Center for Scientific Research “Demokritos”, 15341 Athens, Greece; (A.K.); (G.P.)
| | - Georgios Paliouras
- Institute of Informatics and Telecommunications, National Center for Scientific Research “Demokritos”, 15341 Athens, Greece; (A.K.); (G.P.)
| | - Gian Gaetano Tartaglia
- Centre for Human Technologies, Istituto Italiano di Tecnologia, Via Enrico Melen, 83, 16152 Genova, Italy (G.B.)
- Department of Biology ‘Charles Darwin’, Sapienza University of Rome, P.le A. Moro 5, 00185 Rome, Italy
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Rodrigues ABM, Passetti F, Guimarães ACR. Complementary Strategies to Identify Differentially Expressed Genes in the Choroid Plexus of Patients with Progressive Multiple Sclerosis. Neuroinformatics 2025; 23:10. [PMID: 39836313 DOI: 10.1007/s12021-024-09713-2] [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] [Accepted: 12/28/2024] [Indexed: 01/22/2025]
Abstract
Multiple sclerosis (MS) is a neurological disease causing myelin and axon damage through inflammatory and autoimmune processes. Despite affecting millions worldwide, understanding its genetic pathways remains limited. The choroid plexus (ChP) has been studied in neurodegenerative processes and diseases like MS due to its dysregulation, yet its role in MS pathophysiology remains unclear. Our work re-evaluates the ChP transcriptome in progressive MS patients and compares gene expression profiles using diverse methodological strategies. Samples from patient and healthy control RNASeq sequencing of brain tissue from post-mortem patients (GEO: GSE137619) were used. After an evaluation and quality control of these data, they had their transcripts mapped and quantified against the reference transcriptome GRCh38/hg38 of Homo sapiens using three strategies to identify differentially expressed genes in progressive MS patients. Functional analysis of genes revealed their involvement in immune processes, cell adhesion and migration, hormonal actions, amino acid transport, chemokines, metals, and signaling pathways. Our findings can offer valuable insights for progressive MS therapies, suggesting specific genes influence immune cell recruitment and potential ChP microenvironment changes. Combining complementary approaches maximizes literature coverage, facilitating a deeper understanding of the biological context in progressive MS.
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Affiliation(s)
| | - Fabio Passetti
- Instituto Carlos Chagas - Fiocruz/Paraná, Curitiba, PR, Brazil
| | - Ana Carolina Ramos Guimarães
- Laboratory for Applied Genomics and Bioinnovations, Instituto Oswaldo Cruz - Fiocruz, Rio de Janeiro, RJ, Brazil.
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Pressley KR, Schwegman L, De Oca Arena MM, Huizar CC, Zamvil SS, Forsthuber TG. HLA-transgenic mouse models to study autoimmune central nervous system diseases. Autoimmunity 2024; 57:2387414. [PMID: 39167553 PMCID: PMC11470778 DOI: 10.1080/08916934.2024.2387414] [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: 03/31/2024] [Revised: 07/20/2024] [Accepted: 07/27/2024] [Indexed: 08/23/2024]
Abstract
It is known that certain human leukocyte antigen (HLA) genes are associated with autoimmune central nervous system (CNS) diseases, such as multiple sclerosis (MS), but their exact role in disease susceptibility and etiopathogenesis remains unclear. The best studied HLA-associated autoimmune CNS disease is MS, and thus will be the primary focus of this review. Other HLA-associated autoimmune CNS diseases, such as autoimmune encephalitis and neuromyelitis optica will be discussed. The lack of animal models to accurately capture the complex human autoimmune response remains a major challenge. HLA transgenic (tg) mice provide researchers with powerful tools to investigate the underlying mechanisms promoting susceptibility and progression of HLA-associated autoimmune CNS diseases, as well as for elucidating the myelin epitopes potentially targeted by T cells in autoimmune disease patients. We will discuss the potential role(s) of autoimmune disease-associated HLA alleles in autoimmune CNS diseases and highlight information provided by studies using HLA tg mice to investigate the underlying pathological mechanisms and opportunities to use these models for development of novel therapies.
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Affiliation(s)
- Kyle R. Pressley
- Department of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, Texas, USA
- Department of Neuroscience, Developmental, and Regenerative Biology, University of Texas at San Antonio, San Antonio, Texas, USA
| | - Lance Schwegman
- Department of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, Texas, USA
| | | | - Carol Chase Huizar
- Department of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, Texas, USA
| | - Scott S. Zamvil
- Department of Neurology, Weill Institute for Neurosciences, University of California, San Francisco, CA, USA
| | - Thomas G. Forsthuber
- Department of Molecular Microbiology and Immunology, University of Texas at San Antonio, San Antonio, Texas, USA
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Mohammed EMA. Understanding Multiple Sclerosis Pathophysiology and Current Disease-Modifying Therapies: A Review of Unaddressed Aspects. FRONT BIOSCI-LANDMRK 2024; 29:386. [PMID: 39614433 DOI: 10.31083/j.fbl2911386] [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: 05/31/2024] [Revised: 07/31/2024] [Accepted: 08/13/2024] [Indexed: 12/01/2024]
Abstract
Multiple sclerosis (MS) is a complex autoimmune disorder of the central nervous system (CNS) with an unknown etiology and pathophysiology that is not completely understood. Although great strides have been made in developing disease-modifying therapies (DMTs) that have significantly improved the quality of life for MS patients, these treatments do not entirely prevent disease progression or relapse. Identifying the unaddressed pathophysiological aspects of MS and developing targeted therapies to fill in these gaps are essential in providing long-term relief for patients. Recent research has uncovered some aspects of MS that remain outside the scope of available DMTs, and as such, yield only limited benefits. Despite most MS pathophysiology being targeted by DMTs, many patients still experience disease progression or relapse, indicating that a more detailed understanding is necessary. Thus, this literature review seeks to explore the known aspects of MS pathophysiology, identify the gaps in present DMTs, and explain why current treatments cannot entirely arrest MS progression.
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Affiliation(s)
- Eiman M A Mohammed
- Kuwait Cancer Control Centre, Department of Medical Laboratory, Molecular Genetics Laboratory, Ministry of Health, 13001 Shuwaikh, Kuwait
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Gedvilaite G, Pileckaite E, Ramanauskas I, Kriauciuniene L, Balnyte R, Liutkeviciene R. Investigating the Potential Influence of TAS2R16 Genetic Variants and Protein Levels on Multiple Sclerosis Development. J Pers Med 2024; 14:402. [PMID: 38673029 PMCID: PMC11051568 DOI: 10.3390/jpm14040402] [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: 03/07/2024] [Revised: 04/04/2024] [Accepted: 04/09/2024] [Indexed: 04/28/2024] Open
Abstract
The study aimed to investigate the association between the TAS2R16 gene (rs860170, rs978739, rs1357949), TAS2R16 serum levels, and multiple sclerosis (MS). A total of 265 healthy control subjects and 218 MS patients were included in the study. Single nucleotide polymorphisms (SNPs) were tested by real-time polymerase chain reaction (RT-PCR). The serum concentration of TAS2R16 was measured using the ELISA method. Analyses revealed that the TAS2R16 rs860170 TT genotype was statistically significantly less frequent in the MS group than in the control group (p = 0.041), and the CC genotype was statistically significantly more frequent in the MS group than in the control group (p < 0.001). In the most robust (codominant) model, the CC genotype was found to increase the odds of MS by ~27-fold (p = 0.002), and each C allele increased the odds of MS by 1.8-fold (p < 0.001). Haplotype analysis of the rs860170, rs978739, and rs1357949 polymorphisms showed that the C-C-A haplotype was associated with a ~12-fold increased odds of MS occurrence (p = 0.02). Serum TAS2R16 levels were elevated in the MS group compared to control subjects (p = 0.014). Conclusions: The rs860170, rs978739, and rs1357949 polymorphisms demonstrated that the C-C-A haplotype and elevated TAS2R16 serum levels can promote the development of MS. These preliminary findings underscore the importance of specific genetic variants, such as rs860170, rs978739, and rs1357949, in MS risk. Additionally, elevated TAS2R16 serum levels in MS patients suggest a potential role in MS pathogenesis. These findings provide insights into the genetic and molecular mechanisms underlying MS and pave the way for personalized diagnostic and therapeutic strategies. Integrating genetic and serum biomarker data in MS research offers promising avenues for improving clinical outcomes and advancing precision medicine approaches in the future.
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Affiliation(s)
- Greta Gedvilaite
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (G.G.); (L.K.); (R.L.)
- Medical Faculty, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania;
| | - Enrika Pileckaite
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (G.G.); (L.K.); (R.L.)
- Medical Faculty, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania;
| | - Ignas Ramanauskas
- Medical Faculty, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania;
| | - Loresa Kriauciuniene
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (G.G.); (L.K.); (R.L.)
| | - Renata Balnyte
- Department of Neurology, Medical Academy, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania;
| | - Rasa Liutkeviciene
- Neuroscience Institute, Lithuanian University of Health Sciences, LT-50161 Kaunas, Lithuania; (G.G.); (L.K.); (R.L.)
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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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7
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Thomas OG, Olsson T. Mimicking the brain: Epstein-Barr virus and foreign agents as drivers of neuroimmune attack in multiple sclerosis. Front Immunol 2023; 14:1304281. [PMID: 38022632 PMCID: PMC10655090 DOI: 10.3389/fimmu.2023.1304281] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2023] [Accepted: 10/23/2023] [Indexed: 12/01/2023] Open
Abstract
T cells have an essential role in adaptive immunity against pathogens and cancer, but failure of thymic tolerance mechanisms can instead lead to escape of T cells with the ability to attack host tissues. Multiple sclerosis (MS) occurs when structures such as myelin and neurons in the central nervous system (CNS) are the target of autoreactive immune responses, resulting in lesions in the brain and spinal cord which cause varied and episodic neurological deficits. A role for autoreactive T cell and antibody responses in MS is likely, and mounting evidence implicates Epstein-Barr virus (EBV) in disease mechanisms. In this review we discuss antigen specificity of T cells involved in development and progression of MS. We examine the current evidence that these T cells can target multiple antigens such as those from pathogens including EBV and briefly describe other mechanisms through which viruses could affect disease. Unravelling the complexity of the autoantigen T cell repertoire is essential for understanding key events in the development and progression of MS, with wider implications for development of future therapies.
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Affiliation(s)
- Olivia G. Thomas
- Therapeutic Immune Design, Centre for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
- Neuroimmunology Unit, Department of Clinical Neuroscience, Centre for Molecular Medicine, Karolinska Institute, Stockholm, Sweden
| | - Tomas Olsson
- Therapeutic Immune Design, Centre for Molecular Medicine, Department of Clinical Neuroscience, Karolinska Institute, Stockholm, Sweden
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8
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Armangué T, Olivé-Cirera G, Martínez-Hernandez E, Rodes M, Peris-Sempere V, Guasp M, Ruiz R, Palou E, González A, Marcos MÁ, Erro ME, Bataller L, Corral-Corral Í, Planagumà J, Caballero E, Vlagea A, Chen J, Bastard P, Materna M, Marchal A, Abel L, Cobat A, Alsina L, Fortuny C, Saiz A, Mignot E, Vanderver A, Casanova JL, Zhang SY, Dalmau J. Neurologic complications in herpes simplex encephalitis: clinical, immunological and genetic studies. Brain 2023; 146:4306-4319. [PMID: 37453099 DOI: 10.1093/brain/awad238] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 06/15/2023] [Accepted: 07/02/2023] [Indexed: 07/18/2023] Open
Abstract
Patients with herpes simplex virus (HSV) encephalitis (HSE) often develop neuronal autoantibody-associated encephalitis (AE) post-infection. Risk factors of AE are unknown. We tested the hypotheses that predisposition for AE post-HSE may be involved, including genetic variants at specific loci, human leucocyte (HLA) haplotypes, or the blood innate immune response against HSV, including type I interferon (IFN) immunity. Patients of all ages with HSE diagnosed between 1 January 2014 and 31 December 2021 were included in one of two cohorts depending on whether the recruitment was at HSE onset (Spanish Cohort A) or by the time of new neurological manifestations (international Cohort B). Patients were assessed for the type of neurological syndromes; HLA haplotypes; blood type I-IFN signature [RNA quantification of 6 or 28 IFN-response genes (IRG)] and toll-like receptor (TLR3)-type I IFN-related gene mutations. Overall, 190 patients (52% male) were recruited, 93 in Cohort A and 97 in Cohort B. Thirty-nine (42%) patients from Cohort A developed neuronal autoantibodies, and 21 (54%) of them developed AE. Three syndromes (choreoathetosis, anti-NMDAR-like encephalitis and behavioural-psychiatric) showed a high (≥95% cases) association with neuronal autoantibodies. Patients who developed AE post-HSE were less likely to carry the allele HLA-A*02 (4/21, 19%) than those who did not develop AE (42/65, 65%, P = 0.0003) or the Spanish general population (2005/4335, 46%, P = 0.0145). Blood IFN signatures using 6 or 28 IRG were positive in 19/21 (91%) and 18/21 (86%) patients at HSE onset, and rapidly decreased during follow-up. At Day 21 after HSE onset, patients who later developed AE had higher median IFN signature compared with those who did not develop AE [median Zs-6-IRG 1.4 (0.6; 2.0) versus 0.2 (-0.4; 0.8), P = 0.03]. However, a very high median Zs-6-IRG (>4) or persistently increased IFN signature associated with uncontrolled viral infection. Whole exome sequencing showed that the percentage of TLR3-IFN-related mutations in patients who developed AE was not different from those who did not develop AE [3/37 (8%) versus 2/57 (4%), P = 0.379]. Multivariate logistic regression showed that a moderate increase of the blood IFN signature at Day 21 (median Zs-6-IRG >1.5 but <4) was the most important predictor of AE post-HSE [odds ratio 34.8, interquartile ratio (1.7-691.9)]. Altogether, these findings show that most AE post-HSE manifest with three distinct syndromes, and HLA-A*02, but not TLR3-IFN-related mutations, confer protection from developing AE. In addition to neuronal autoantibodies, the blood IFN signature in the context of HSE may be potentially useful for the diagnosis and monitoring of HSE complications.
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Affiliation(s)
- Thaís Armangué
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Pediatric Neuroimmunology Unit, Neurology Department, Sant Joan de Déu Children's Hospital, University of Barcelona, 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Gemma Olivé-Cirera
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Pediatric Neurology Unit, Parc Taulí Hospital Universitari, 08208 Sabadell, Barcelona, Spain
| | - Eugenia Martínez-Hernandez
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Neuroimmunology Unit, Service of Neurology, Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Maria Rodes
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | | | - Mar Guasp
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Neuroimmunology Unit, Service of Neurology, Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Raquel Ruiz
- Immunology Department, Hospital Clínic, Centre de Diagnòstic Biomèdic, 08036 Barcelona, Spain
| | - Eduard Palou
- Immunology Department, Hospital Clínic, Centre de Diagnòstic Biomèdic, 08036 Barcelona, Spain
| | - Azucena González
- Immunology Department, Hospital Clínic, Centre de Diagnòstic Biomèdic, 08036 Barcelona, Spain
| | - Ma Ángeles Marcos
- Service of Microbiology, Hospital Clínic, Centre de Diagnòstic Biomèdic, 08036 Barcelona, Spain
- ISGlobal Barcelona Institute for Global Health, 08036 Barcelona, Spain
- CIBER de Enfermedades Infecciosas (CIBERINFEC), Instituto de Salud Carlos III, 28222 Madrid, Spain
| | - María Elena Erro
- Department of Neurology, Hospital Universitario de Navarra, 31008 Pamplona, Spain
| | - Luis Bataller
- Department of Neurology, Hospital Universitari i Politècnic La Fe, 46026 Valencia, Spain
| | - Íñigo Corral-Corral
- Department of Neurology, Hospital Universitario Ramon y Cajal, 28034 Madrid, Spain
| | - Jesus Planagumà
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Eva Caballero
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Alexandru Vlagea
- Immunology Department, Hospital Clínic, Centre de Diagnòstic Biomèdic, 08036 Barcelona, Spain
| | - Jie Chen
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
| | - Paul Bastard
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
- Pediatric Hematology-Immunology and Rheumatology Unit, Necker Hospital for Sick Children, AP-HP, 75015 Paris, France
| | - Marie Materna
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
| | - Astrid Marchal
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
| | - Laurent Abel
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
| | - Aurélie Cobat
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
| | - Laia Alsina
- Clinical Immunology and Primary Immunodeficiencies Unit, Pediatric Allergy and Clinical Immunology Department, Hospital Sant Joan de Déu, 08950 Barcelona, Spain
- Department of Pediatrics, Universitat de Barcelona, 08036 Barcelona, Spain
- Study Group for Immune Disfunction Diseases in Children, Institut de Recerca Sant Joan de Déu (IRSJD), 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Clàudia Fortuny
- Department of Pediatrics, Universitat de Barcelona, 08036 Barcelona, Spain
- Infectious Diseases Department, Institut de Recerca Sant Joan de Déu (IRSJD), 08950 Esplugues de Llobregat, Barcelona, Spain
| | - Albert Saiz
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Neuroimmunology Unit, Service of Neurology, Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
| | - Emmanuel Mignot
- Center for Sleep Science and Medicine, Stanford University, Stanford, CA 94304, USA
| | - Adeline Vanderver
- Division of Neurology, Department of Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Jean-Laurent Casanova
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
- Howard Hughes Medical Institute, Rockefeller University, New York, NY 10065, USA
| | - Shen-Ying Zhang
- St. Giles Laboratory of Human Genetics of Infectious Diseases, Rockefeller Branch, The Rockefeller University, New York, NY 10065, USA
- Laboratory of Human Genetics of Infectious Diseases, Necker Branch, INSERM U1163 Necker Hospital for Sick Children, 75015 Paris, France
- Paris City University, Imagine Institute, 75015 Paris, France
- Howard Hughes Medical Institute, Rockefeller University, New York, NY 10065, USA
| | - Josep Dalmau
- Neuroimmunology Program, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Hospital Clínic, Universitat de Barcelona, 08036 Barcelona, Spain
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
- Catalan Institute for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
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Pasella M, Pisano F, Cannas B, Fanni A, Cocco E, Frau J, Lai F, Mocci S, Littera R, Giglio SR. Decision trees to evaluate the risk of developing multiple sclerosis. Front Neuroinform 2023; 17:1248632. [PMID: 37649987 PMCID: PMC10465164 DOI: 10.3389/fninf.2023.1248632] [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: 06/27/2023] [Accepted: 07/28/2023] [Indexed: 09/01/2023] Open
Abstract
Introduction Multiple sclerosis (MS) is a persistent neurological condition impacting the central nervous system (CNS). The precise cause of multiple sclerosis is still uncertain; however, it is thought to arise from a blend of genetic and environmental factors. MS diagnosis includes assessing medical history, conducting neurological exams, performing magnetic resonance imaging (MRI) scans, and analyzing cerebrospinal fluid. While there is currently no cure for MS, numerous treatments exist to address symptoms, decelerate disease progression, and enhance the quality of life for individuals with MS. Methods This paper introduces a novel machine learning (ML) algorithm utilizing decision trees to address a key objective: creating a predictive tool for assessing the likelihood of MS development. It achieves this by combining prevalent demographic risk factors, specifically gender, with crucial immunogenetic risk markers, such as the alleles responsible for human leukocyte antigen (HLA) class I molecules and the killer immunoglobulin-like receptors (KIR) genes responsible for natural killer lymphocyte receptors. Results The study included 619 healthy controls and 299 patients affected by MS, all of whom originated from Sardinia. The gender feature has been disregarded due to its substantial bias in influencing the classification outcomes. By solely considering immunogenetic risk markers, the algorithm demonstrates an ability to accurately identify 73.24% of MS patients and 66.07% of individuals without the disease. Discussion Given its notable performance, this system has the potential to support clinicians in monitoring the relatives of MS patients and identifying individuals who are at an increased risk of developing the disease.
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Affiliation(s)
- Manuela Pasella
- Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
| | - Fabio Pisano
- Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
| | - Barbara Cannas
- Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
| | - Alessandra Fanni
- Department of Electrical and Electronic Engineering, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Department of Medical Science and Public Health, Centro Sclerosi Multipla, University of Cagliari, Cagliari, Italy
| | - Jessica Frau
- Department of Medical Science and Public Health, Centro Sclerosi Multipla, University of Cagliari, Cagliari, Italy
| | - Francesco Lai
- Unit of Oncology and Molecular Pathology, Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy
| | - Stefano Mocci
- Medical Genetics, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- Centre for Research University Services, University of Cagliari, Monserrato, Italy
| | - Roberto Littera
- AART-ODV (Association for the Advancement of Research on Transplantation), Cagliari, Italy
- Medical Genetics, R. Binaghi Hospital, ASSL Cagliari, ATS Sardegna, Cagliari, Italy
| | - Sabrina Rita Giglio
- Medical Genetics, Department of Medical Sciences and Public Health, University of Cagliari, Cagliari, Italy
- Centre for Research University Services, University of Cagliari, Monserrato, Italy
- AART-ODV (Association for the Advancement of Research on Transplantation), Cagliari, Italy
- Medical Genetics, R. Binaghi Hospital, ASSL Cagliari, ATS Sardegna, Cagliari, Italy
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Dedoni S, Scherma M, Camoglio C, Siddi C, Dazzi L, Puliga R, Frau J, Cocco E, Fadda P. An overall view of the most common experimental models for multiple sclerosis. Neurobiol Dis 2023:106230. [PMID: 37453561 DOI: 10.1016/j.nbd.2023.106230] [Citation(s) in RCA: 29] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 07/01/2023] [Accepted: 07/12/2023] [Indexed: 07/18/2023] Open
Abstract
Multiple sclerosis (MS) is a complex chronic disease with an unknown etiology. It is considered an inflammatory demyelinating and neurodegenerative disorder of the central nervous system (CNS) characterized, in most cases, by an unpredictable onset of relapse and remission phases. The disease generally starts in subjects under 40; it has a higher incidence in women and is described as a multifactorial disorder due to the interaction between genetic and environmental risk factors. Unfortunately, there is currently no definitive cure for MS. Still, therapies can modify the disease's natural history, reducing the relapse rate and slowing the progression of the disease or managing symptoms. The limited access to human CNS tissue slows down. It limits the progression of research on MS. This limit has been partially overcome over the years by developing various experimental models to study this disease. Animal models of autoimmune demyelination, such as experimental autoimmune encephalomyelitis (EAE) and viral and toxin or transgenic MS models, represent the most significant part of MS research approaches. These models have now been complemented by ex vivo studies, using organotypic brain slice cultures and in vitro, through induced Pluripotent Stem cells (iPSCs). We will discuss which clinical features of the disorders might be reproduced and investigated in vivo, ex vivo, and in vitro in models commonly used in MS research to understand the processes behind the neuropathological events occurring in the CNS of MS patients. The primary purpose of this review is to give the reader a global view of the main paradigms used in MS research, spacing from the classical animal models to transgenic mice and 2D and 3D cultures.
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Affiliation(s)
- S Dedoni
- Department of Biomedical Sciences, Division of Neuroscience and Clinical Pharmacology, University of Cagliari, Italy.
| | - M Scherma
- Department of Biomedical Sciences, Division of Neuroscience and Clinical Pharmacology, University of Cagliari, Italy.
| | - C Camoglio
- Department of Biomedical Sciences, Division of Neuroscience and Clinical Pharmacology, University of Cagliari, Italy.
| | - C Siddi
- Department of Biomedical Sciences, Division of Neuroscience and Clinical Pharmacology, University of Cagliari, Italy
| | - L Dazzi
- Department of Life and Environmental Sciences, Section of Neuroscience and Anthropology, University of Cagliari, Monserrato (Cagliari), Italy.
| | - R Puliga
- Department of Life and Environmental Sciences, Section of Neuroscience and Anthropology, University of Cagliari, Monserrato (Cagliari), Italy.
| | - J Frau
- Regional Multiple Sclerosis Center, ASSL Cagliari, ATS Sardegna, Italy
| | - E Cocco
- Regional Multiple Sclerosis Center, ASSL Cagliari, ATS Sardegna, Italy; Department Medical Science and Public Health, University of Cagliari, Italy.
| | - P Fadda
- Department of Biomedical Sciences, Division of Neuroscience and Clinical Pharmacology, University of Cagliari, Italy; Neuroscience Institute, Section of Cagliari, National Research Council of Italy (CNR), Cagliari, Italy.
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11
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Plafker SM, Titcomb T, Zyla-Jackson K, Kolakowska A, Wahls T. Overview of diet and autoimmune demyelinating optic neuritis: a narrative review. IMMUNOMETABOLISM (COBHAM, SURREY) 2023; 5:e00022. [PMID: 37128292 PMCID: PMC10144304 DOI: 10.1097/in9.0000000000000022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 03/29/2023] [Indexed: 05/03/2023]
Abstract
This review summarizes the cellular and molecular underpinnings of autoimmune demyelinating optic neuritis (ADON), a common sequela of multiple sclerosis and other demyelinating diseases. We further present nutritional interventions tested for people with multiple sclerosis focusing on strategies that have shown efficacy or associations with disease course and clinical outcomes. We then close by discuss the potential dietary guidance for preventing and/or ameliorating ADON.
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Affiliation(s)
- Scott M. Plafker
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Cell Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Tyler Titcomb
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Katarzyna Zyla-Jackson
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
- Department of Cell Biology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Aneta Kolakowska
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Terry Wahls
- Department of Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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12
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Thomas OG, Rickinson A, Palendira U. Epstein-Barr virus and multiple sclerosis: moving from questions of association to questions of mechanism. Clin Transl Immunology 2023; 12:e1451. [PMID: 37206956 PMCID: PMC10191779 DOI: 10.1002/cti2.1451] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 04/28/2023] [Accepted: 04/28/2023] [Indexed: 05/21/2023] Open
Abstract
The link between Epstein-Barr virus (EBV) and multiple sclerosis (MS) has puzzled researchers since it was first discovered over 40 years ago. Until that point, EBV was primarily viewed as a cancer-causing agent, but the culmination of evidence now shows that EBV has a pivotal role in development of MS. Early MS disease is characterised by episodic neuroinflammation and focal lesions in the central nervous system (CNS) that over time develop into progressive neurodegeneration and disability. Risk of MS is vanishingly low in EBV seronegative individuals, history of infectious mononucleosis (acute symptomatic primary infection with EBV) significantly increases risk and elevated antibody titres directed against EBV antigens are well-characterised in patients. However, the underlying mechanism - or mechanisms - responsible for this interplay remains to be fully elucidated; how does EBV-induced immune dysregulation either trigger or drive MS in susceptible individuals? Furthermore, deep understanding of virological and immunological events during primary infection and long-term persistence in B cells will help to answer the many questions that remain regarding MS pathogenesis. This review discusses the current evidence and mechanisms surrounding EBV and MS, which have important implications for the future of MS therapies and prevention.
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Affiliation(s)
- Olivia G Thomas
- Department of Clinical Neuroscience, Therapeutic Immune Design, Centre for Molecular MedicineKarolinska InstituteStockholmSweden
| | - Alan Rickinson
- Institute of Cancer and Genomic Sciences, College of Medical and Dental SciencesUniversity of Birmingham, EdgbastonBirminghamUK
| | - Umaimainthan Palendira
- School of Medical Sciences, Faculty of Medicine and HealthThe University of SydneyCamperdownNSWAustralia
- Charles Perkins CentreThe University of SydneyCamperdownNSWAustralia
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Aloisi F, Veroni C, Serafini B. EBV as the 'gluten of MS' hypothesis: Bypassing autoimmunity. Mult Scler Relat Disord 2022; 66:104069. [PMID: 35908445 DOI: 10.1016/j.msard.2022.104069] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Accepted: 07/21/2022] [Indexed: 11/30/2022]
Abstract
The EBV as the 'gluten of MS' hypothesis discussed by Drosu et al. in a recent Editorial envisages the existence of similar mechanisms leading to celiac disease and multiple sclerosis, such as induction of immunity against an ubiquitous exogenous antigen - gluten and EBV, respectively - and subsequent development of autoimmunity that is maintained by persistence of the initial trigger. While this hypothesis provides the rationale for treating MS with antivirals to lower EBV load, it can be misleading when trying to translate concepts of T cell-B cell interaction and autoimmunity development in celiac disease to multiple sclerosis. Here, we propose that EBV might act as the driver of multiple sclerosis without involving autoimmunity.
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Affiliation(s)
- Francesca Aloisi
- Department of Neuroscience, Istituto Superiore di Sanità, Viale Regina Elena 299, Rome 00161, Italy.
| | - Caterina Veroni
- Department of Neuroscience, Istituto Superiore di Sanità, Viale Regina Elena 299, Rome 00161, Italy
| | - Barbara Serafini
- Department of Neuroscience, Istituto Superiore di Sanità, Viale Regina Elena 299, Rome 00161, Italy
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14
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Genetics and functional genomics of multiple sclerosis. Semin Immunopathol 2022; 44:63-79. [PMID: 35022889 DOI: 10.1007/s00281-021-00907-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2021] [Accepted: 12/13/2021] [Indexed: 12/14/2022]
Abstract
Multiple sclerosis (MS) is an inflammatory neurodegenerative disease with genetic predisposition. Over the last decade, genome-wide association studies with increasing sample size led to the discovery of robustly associated genetic variants at an exponential rate. More than 200 genetic loci have been associated with MS susceptibility and almost half of its heritability can be accounted for. However, many challenges and unknowns remain. Definitive studies of disease progression and endophenotypes are yet to be performed, whereas the majority of the identified MS variants are not yet functionally characterized. Despite these shortcomings, the unraveling of MS genetics has opened up a new chapter on our understanding MS causal mechanisms.
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Chow HH, Talbot J, Marstrand L, Lundell H, Roman Siebner H, Bach Søndergaard H, Sellebjerg F. Smoking, cardiovascular risk factors and LRP2 gene variation: Associations with disease severity, cognitive function and brain structure in primary progressive multiple sclerosis. Mult Scler Relat Disord 2021; 56:103296. [PMID: 34678704 DOI: 10.1016/j.msard.2021.103296] [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: 03/29/2021] [Revised: 09/28/2021] [Accepted: 09/30/2021] [Indexed: 10/20/2022]
Abstract
BACKGROUND Smoking, cardiovascular risk factors, and genetic factors can have adverse effects in MS. OBJECTIVE To determine if smoking after disease onset, cardiovascular risk factors, and genetic variants influence primary progressive MS (PPMS). METHOD In this cross-sectional study, smoking habits, Framingham Risk Score (FRS), genetic variants, including the low-density lipoprotein receptor-related protein 2 (LRP2) SNP rs12988804 and MRI were collected in 60 PPMS trial participants. Disability and cognition were assessed with the Age-Related Multiple Sclerosis Severity (ARMSS) score, the Progressive-Onset MS Multiple Sclerosis Severity Score, and the Brief International Cognitive Assessment for MS. RESULTS Smoking after PPMS onset was significantly associated with higher ARMSS (95% CI 0.8-2.4, p = 0.00016) statistically significant after Bonferroni correction. Lower magnetization transfer ratio in lesions was also significantly associated with smoking after onset of PPMS after correction (95% CI -0.9--4.4, p = 0.0035). Pack-years in people who smoked after onset was likewise significantly associated with higher ARMSS score (b = 0.06 95% CI 0.02-0.09, p = 0.0021) as well as lower Symbol Digit Modalities Test scores (b = -0.40; 95% CI -0.66--0.13, p = 0.0037), both statistically significant after Bonferroni correction. The LRP2 risk allele was associated with decreased performance on the California Verbal Learning Test 2 after correction (CC vs. CT+TT 95% CI -14.2--3.4, p = 0.0018). CONCLUSION If validated, these findings suggest that intervention regarding smoking may be beneficial in PPMS. If confirmed, assessment of the LRP2 gene variant may aid in the understanding of underlying pathological mechanisms in PPMS.
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Affiliation(s)
- Helene Højsgaard Chow
- Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Nordre Ringevej, 57 2600 Glostrup, Denmark.
| | - Jacob Talbot
- Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Nordre Ringevej, 57 2600 Glostrup, Denmark
| | - Lisbet Marstrand
- Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Nordre Ringevej, 57 2600 Glostrup, Denmark
| | - Henrik Lundell
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital-Hvidovre, Kettegård Alle 30 2650 Hvidovre, Denmark
| | - Hartwig Roman Siebner
- Danish Research Centre for Magnetic Resonance, Copenhagen University Hospital-Hvidovre, Kettegård Alle 30 2650 Hvidovre, Denmark; Department of Neurology, Copenhagen University Hospital Bispebjerg, Bispebjerg Bakke 23 2400 Copenhagen, Denmark; Institute for Clinical Medicine, University of Copenhagen, Blegdamsvej 3B 2200 Copenhagen N Copenhagen, Denmark
| | - Helle Bach Søndergaard
- Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Nordre Ringevej, 57 2600 Glostrup, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Copenhagen University Hospital-Rigshospitalet, Nordre Ringevej, 57 2600 Glostrup, Denmark; Department of Neurology, Copenhagen University Hospital Bispebjerg, Bispebjerg Bakke 23 2400 Copenhagen, Denmark
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16
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Genetic susceptibility to multiple sclerosis in African Americans. PLoS One 2021; 16:e0254945. [PMID: 34370753 PMCID: PMC8352072 DOI: 10.1371/journal.pone.0254945] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Accepted: 07/06/2021] [Indexed: 12/26/2022] Open
Abstract
Objective To explore the nature of genetic-susceptibility to multiple sclerosis (MS) in African-Americans. Background Recently, the number of genetic-associations with MS has exploded although the MS-associations of specific haplotypes within the major histocompatibility complex (MHC) have been known for decades. For example, the haplotypes HLA-DRB1*15:01~HLA-DQB1*06:02, and HLA-DRB1*03:01~ HLA-DQB1*02:01 have odds ratios (ORs) for an MS-association orders of magnitude stronger than many of these newly-discovered associations. Nevertheless, all these haplotypes are part of much larger conserved extended haplotypes (CEHs), which span both the Class I and Class II MHC regions. African-Americans are at greater risk of developing MS compared to a native Africans but at lesser risk compared to Europeans. It is the purpose of this manuscript to explore the relationship between MS-susceptibility and the CEH make-up of our African-American cohort. Design/methods The African-American (AA) cohort consisted of 1,305 patients with MS and 1,155 controls, who self-identified as being African-American. For comparison, we used the 18,492 controls and 11,144 MS-cases from the predominantly European Wellcome Trust Case Control Consortium (WTCCC) and the 28,557 phased native Africans from the multinational “Be the Match” registry. The WTCCC and the African-Americans were phased at each of five HLA loci (HLA-A, HLA-C, HLA-B, HLA-DRB1 and HLA-DQB1) and the at 11 SNPs (10 of which were in non-coding regions) surrounding the Class II region of the DRB1 gene using previously-published probabilistic phasing algorithms. Results Of the 32 most frequent CEHs, 18 (56%) occurred either more frequently or exclusively in Africans) whereas 9 (28%) occurred more frequently or exclusively in Europeans. The remaining 5 CEHs occurred in neither control group although, likely, these were African in origin. Eight of these CEHs carried the DRB1*15:03~DQB1*06:02~a36 haplotype and three carried the DRB1*15:01~DQB1*06:02~a1 haplotype. In African Americans, a single-copy of the European CEH (03:01_07:02_07:02_15:01_06:02_a1) was associated with considerable MS-risk (OR = 3.30; p = 0.0001)–similar to that observed in the WTCCC (OR = 3.25; p<10−168). By contrast, the MS-risk for the European CEH (02:01_07:02_07:02_15:01_06:02_a1) was less (OR = 1.49; ns)–again, similar to the WTCCC (OR = 2.2; p<10−38). Moreover, four African haplotypes were “protective” relative to a neutral reference, to three European CEHs, and also to the five other African CEHs. Conclusions The common CEHs in African Americans are divisible into those that are either African or European in origin, which are derived without modification from their source population. European CEHs, linked to MS-risk, in general, had similar impacts in African-Americans as they did in Europeans. By contrast, African CEHs had mixed MS-risks. For a few, the MS-risk exceeded that in a neutral-reference group whereas, for many others, these CEHs were “protective”–perhaps providing a partial rationale for the lower MS-risk in African-Americans compared to European-Americans.
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Mockus TE, Munie A, Atkinson JR, Segal BM. Encephalitogenic and Regulatory CD8 T Cells in Multiple Sclerosis and Its Animal Models. THE JOURNAL OF IMMUNOLOGY 2021; 206:3-10. [PMID: 33443060 DOI: 10.4049/jimmunol.2000797] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 08/14/2020] [Indexed: 02/06/2023]
Abstract
Multiple sclerosis (MS), a neuroinflammatory disease that affects millions worldwide, is widely thought to be autoimmune in etiology. Historically, research into MS pathogenesis has focused on autoreactive CD4 T cells because of their critical role in the animal model, experimental autoimmune encephalomyelitis, and the association between MS susceptibility and single-nucleotide polymorphisms in the MHC class II region. However, recent studies have revealed prominent clonal expansions of CD8 T cells within the CNS during MS. In this paper, we review the literature on CD8 T cells in MS, with an emphasis on their potential effector and regulatory properties. We discuss the impact of disease modifying therapies, currently prescribed to reduce MS relapse rates, on CD8 T cell frequency and function. A deeper understanding of the role of CD8 T cells in MS may lead to the development of more effective and selective immunomodulatory drugs for particular subsets of patients.
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Affiliation(s)
- Taryn E Mockus
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210
| | - Ashley Munie
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210.,Graduate Program in Immunology, University of Michigan Medical School, Ann Arbor, MI 48109; and
| | - Jeffrey R Atkinson
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210
| | - Benjamin M Segal
- Department of Neurology, The Ohio State University Wexner Medical Center, Columbus, OH 43210; .,Neuroscience Research Institute, The Ohio State University, Columbus, OH 43210
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Olsson T. Epstein Barr virus infection and immune defense related to HLA-DR15: consequences for multiple sclerosis. Eur J Immunol 2020; 51:56-59. [PMID: 33350470 PMCID: PMC7839707 DOI: 10.1002/eji.202049030] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 11/16/2020] [Accepted: 12/01/2020] [Indexed: 12/19/2022]
Abstract
MS is a multifactorial disease in which a series of genetic and non‐genetic, environmental factors plays a role in its etiology. In particular, HLA class II alleles, mainly HLADRB1*15:01 (HLA‐DR15), increase the risk for this disease. Out of several environmental factors, and with regard to infections, EBV remains to be a strong candidate, and may synergize with HLA‐DR15 thus increasing the risk for MS. In this issue of the European Journal of Immunology, Zdimerova et al. present highly interesting experimental data using EBV infection in immune‐deficient mice engrafted with human immune cells, either HLA‐DR15+ or HLA‐DRB1*04:01 (HLA DR4), here after denoted as HLA‐DR15−. As a result of EBV infection, the viral load and CD8+ cell expansion were conspicuously higher in mice engrafted with HLA‐DR15+ compared to HLA‐DR15− mice; and myelin basic protein specific T cells emerged in mice engrafted with HLA‐DR15 bearing cells. This study sheds light on how EBV and the class II DR15 haplotype may jointly predispose and synergize in the etiology of MS.
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Affiliation(s)
- Tomas Olsson
- Neuroimmunology Unit, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
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19
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Thakolwiboon S, Zhao-Fleming H, Karukote A, Pachariyanon P, Williams HG, Avila M. Regional differences in the association of cytomegalovirus seropositivity and multiple sclerosis: A systematic review and meta-analysis. Mult Scler Relat Disord 2020; 45:102393. [DOI: 10.1016/j.msard.2020.102393] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2020] [Revised: 07/08/2020] [Accepted: 07/11/2020] [Indexed: 11/25/2022]
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20
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Cavallo S. Immune-mediated genesis of multiple sclerosis. J Transl Autoimmun 2020; 3:100039. [PMID: 32743522 PMCID: PMC7388381 DOI: 10.1016/j.jtauto.2020.100039] [Citation(s) in RCA: 25] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 01/03/2020] [Accepted: 01/05/2020] [Indexed: 12/14/2022] Open
Abstract
Multiple sclerosis (MS) is widely acknowledged to be an autoimmune disease affecting the neuronal myelin structure of the CNS. Autoantigens recognized as the target of this autoimmune process are: myelin basal protein, anti-proteolipid protein, antimyelin-associated glycoprotein and antimyelin-based oligodendrocytic basic protein. Ample evidence supports the idea of a dysregulation of immunological tolerance towards self-antigens of neuronal myelin structure triggered by one or more viral or bacterial microbial agents in predisposed HLA gene subjects. Genetic predisposition to MS has been highlighted by numerous studies associating the disease to specific HLA haplotypes. Moreover, a wide range of evidence supports the fact that MS may be consequence of one or more viral or bacterial infections such as measles virus, EBV, HHV6, HZV, Chlamydia pneumoniae, Helicobacter Pylori, and other microbial agents. Microbiota elements also seems to have a role on the determinism of the disease as a pathogenic or protective factor. The autoimmune pathogenetic process could arise when a molecular mimicry between a foreign microbial antigen and an auto-antigen occurs in an HLA gene subject competent for that particular antigen. The antigen-presenting cells in this case would induce the activation of a specific Th clone causing a cross-reaction between a foreign antigen and an autoantigen resulting in an autoimmune response. A multifactorial ethiopathogenetic model based on immunomediation is a reliable hypothesis for multiple sclerosis. Evidence found in the scientific literature makes it possible to reconstruct this etiopathogenetic hypothesis for MS. HLA gene predisposition, correlation with infections, molecular mimicry and other immunological data are reported.
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Affiliation(s)
- Salvatore Cavallo
- Expert Doctor in Non-Conventional Medicine, Professor and Member of the Board of the MMS, MMS (Medicina di Modulazione Dei Sistemi) Roma, Salvatore Cavallo Via G.B. Pergolesi, 28, 75100, Matera, Italy
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21
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Mohammed EM. Environmental Influencers, MicroRNA, and Multiple Sclerosis. J Cent Nerv Syst Dis 2020; 12:1179573519894955. [PMID: 32009827 PMCID: PMC6971968 DOI: 10.1177/1179573519894955] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2019] [Accepted: 11/25/2019] [Indexed: 02/06/2023] Open
Abstract
Multiple sclerosis (MS) is a complex neurological disorder characterized by an aberrant immune system that affects patients' quality of life. Several environmental factors have previously been proposed to associate with MS pathophysiology, including vitamin D deficiency, Epstein-Barr virus (EBV) infection, and cigarette smoking. These factors may influence cellular molecularity, interfering with cellular proliferation, differentiation, and apoptosis. This review argues that small noncoding RNA named microRNA (miRNA) influences these factors' mode of action. Dysregulation in the miRNAs network may deeply impact cellular hemostasis, thereby possibly resulting in MS pathogenicity. This article represents a literature review and an author's theory of how environmental factors may induce dysregulations in the miRNAs network, which could ultimately affect MS pathogenicity.
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Abstract
OBJECTIVE In a previous pilot monocentric study, we investigated the relation between human leukocyte antigen (HLA) genotype and multiple sclerosis (MS) disease progression over 2 years. HLA-A*02 allele was correlated with better outcomes, whereas HLA-B*07 and HLA-B*44 were correlated with worse outcomes. The objective of this extension study was to further investigate the possible association of HLA genotype with disease status and progression in MS as measured by sensitive and complex clinical and imaging parameters. METHODS Hundred and forty-six MS patients underwent HLA typing. Over a 4-year period of follow-up, we performed three clinical and magnetic resonance imaging (MRI) assessments per patient, which respectively included Expanded Disability Status Scale, Multiple Sclerosis Severity Scale, Timed-25-Foot-Walk, 9-Hole Peg Test, Symbol Digit Modalities Test, Brief Visual Memory Test, California Verbal Learning Test-II, and whole-brain atrophy, fluid-attenuated inversion recovery (FLAIR) lesion volume change and number of new FLAIR lesions using icobrain. We then compared the clinical and MRI outcomes between predefined HLA patient groups. RESULTS Results of this larger study with a longer follow-up are in line with what we have previously shown. HLA-A*02 allele is associated with potentially better MS outcomes, whereas HLA-B*07, HLA-B*44, HLA-B*08, and HLA-DQB1*06 with a potential negative effect. Results for HLA-DRB1*15 are inconclusive. CONCLUSION In the era of MS treatment abundance, HLA genotype might serve as an early biomarker for MS outcomes to inform individualized treatment decisions.
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Alphonsus KB, D'Arcy C. Predictors of people's perceptions of second hand smoke exposure as a risk factor for multiple sclerosis. Mult Scler Relat Disord 2019; 36:101383. [PMID: 31520985 DOI: 10.1016/j.msard.2019.101383] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 09/03/2019] [Indexed: 01/22/2023]
Abstract
BACKGROUND There are both environmental and genetic factors which are associated with multiple sclerosis (MS) development. The primary objective of this study was to examine the predictors associated with people's attitudes towards second hand smoke exposure being a risk factor for development of MS. METHODS The data set was drawn from the Health Canada: Smoking Survey conducted in 2004 and 2005 by Environics Research Group in partnership with Health Canada to survey the public in the province of British Columbia (N = 1468), Newfoundland (N = 1442), Quebec (N = 1404), Ontario (N = 1443) and Saskatchewan (N = 1413). A multilevel mixed effects logistic regression model analysis was carried out in order to determine whether people's perceptions of second hand smoking as a risk factor for MS varied based on the province of residence. RESULTS Age, sex, having a household member who smoked inside their home, if respondents were bothered by second hand smoke exposure and smoking status were associated with increased odds of people agreeing to second hand smoke exposure being a risk factor for MS development. The province of residence was also a factor in people's perceptions. CONCLUSION The study results could guide in the development of stop second hand smoking campaigns on social media, TV and bus stop shelters and enforcement of stricter policies on smoking areas. This could help raise awareness about the risk of second hand smoking and its detrimental effect on people living with MS.
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Affiliation(s)
| | - Carl D'Arcy
- School of Public Health, University of Saskatchewan, SK, Canada; Department of Psychiatry, Royal University Hospital, SK, Canada
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Lifestyle and Environmental Factors in Multiple Sclerosis. Cold Spring Harb Perspect Med 2019; 9:cshperspect.a028944. [PMID: 29735578 DOI: 10.1101/cshperspect.a028944] [Citation(s) in RCA: 115] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Lifestyle and environmental factors potently influence the risk of multiple sclerosis (MS), because genetic predisposition only explains a fraction of the risk increase. There is strong evidence for associations of Epstein-Barr virus (EBV) infection, smoking, sun exposure/vitamin D, and adolescent obesity to risk of MS. There is also circumstantial evidence on organic solvents and shift work, all associate with greater risk, although certain factors like nicotine, alcohol, and a high coffee consumption associate with a reduced risk. Certain factors, smoking, EBV infection, and obesity interact with human leukocyte antigen (HLA) risk genes, arguing for a pathogenic pathway involving adaptive immunity. There is a potential for prevention, in particular for people at greater risk such as relatives of individuals with MS. All of the described factors for MS may influence adaptive and/or innate immunity, as has been argued for MS risk gene variants.
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Mack SJ, Udell J, Cohen F, Osoegawa K, Hawbecker SK, Noonan DA, Ladner MB, Goodridge D, Trachtenberg EA, Oksenberg JR, Erlich HA. High resolution HLA analysis reveals independent class I haplotypes and amino-acid motifs protective for multiple sclerosis. Genes Immun 2019; 20:308-326. [PMID: 29307888 PMCID: PMC6035897 DOI: 10.1038/s41435-017-0006-8] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2017] [Revised: 07/31/2017] [Accepted: 08/11/2017] [Indexed: 11/24/2022]
Abstract
We investigated association between HLA class I and class II alleles and haplotypes, and KIR loci and their HLA class I ligands, with multiple sclerosis (MS) in 412 European American MS patients and 419 ethnically matched controls, using next-generation sequencing. The DRB1*15:01~DQB1*06:02 haplotype was highly predisposing (odds ratio (OR) = 3.98; 95% confidence interval (CI) = 3-5.31; p-value (p) = 2.22E-16), as was DRB1*03:01~DQB1*02:01 (OR = 1.63; CI = 1.19-2.24; p = 1.41E-03). Hardy-Weinberg (HW) analysis in MS patients revealed a significant DRB1*03:01~DQB1*02:01 homozyote excess (15 observed; 8.6 expected; p = 0.016). The OR for this genotype (5.27; CI = 1.47-28.52; p = 0.0036) suggests a recessive MS risk model. Controls displayed no HW deviations. The C*03:04~B*40:01 haplotype (OR = 0.27; CI = 0.14-0.51; p = 6.76E-06) was highly protective for MS, especially in haplotypes with A*02:01 (OR = 0.15; CI = 0.04-0.45; p = 6.51E-05). By itself, A*02:01 is moderately protective, (OR = 0.69; CI = 0.54-0.87; p = 1.46E-03), and haplotypes of A*02:01 with the HLA-B Thr80 Bw4 variant (Bw4T) more so (OR = 0.53; CI = 0.35-0.78; p = 7.55E-04). Protective associations with the Bw4 KIR ligand resulted from linkage disequilibrium (LD) with DRB1*15:01, but the Bw4T variant was protective (OR = 0.64; CI = 0.49-0.82; p = 3.37-04) independent of LD with DRB1*15:01. The Bw4I variant was not associated with MS. Overall, we find specific class I HLA polymorphisms to be protective for MS, independent of the strong predisposition conferred by DRB1*15:01.
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Affiliation(s)
- Steven J Mack
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA.
| | - Julia Udell
- University of Minnesota Twin Cities, Minneapolis, MN, USA
| | - Franziska Cohen
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA
| | - Kazutoyo Osoegawa
- Histocompatibility, Immunogenetics & Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, USA
| | - Sharon K Hawbecker
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA
| | - David A Noonan
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA
| | - Martha B Ladner
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA
| | | | | | - Jorge R Oksenberg
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Henry A Erlich
- Center for Genetics, Children's Hospital Oakland Research Institute, Oakland, CA, USA
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Neuromyelitis optica spectrum disorder and multiple sclerosis in a Sardinian family. Mult Scler Relat Disord 2018; 25:73-76. [DOI: 10.1016/j.msard.2018.07.017] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2018] [Accepted: 07/10/2018] [Indexed: 11/21/2022]
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Hedström AK, Hössjer O, Katsoulis M, Kockum I, Olsson T, Alfredsson L. Organic solvents and MS susceptibility: Interaction with MS risk HLA genes. Neurology 2018; 91:e455-e462. [PMID: 29970406 PMCID: PMC6093765 DOI: 10.1212/wnl.0000000000005906] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Accepted: 04/27/2018] [Indexed: 12/11/2022] Open
Abstract
OBJECTIVE We hypothesize that different sources of lung irritation may contribute to elicit an immune reaction in the lungs and subsequently lead to multiple sclerosis (MS) in people with a genetic susceptibility to the disease. We aimed to investigate the influence of exposure to organic solvents on MS risk, and a potential interaction between organic solvents and MS risk human leukocyte antigen (HLA) genes. METHODS Using a Swedish population-based case-control study (2,042 incident cases of MS and 2,947 controls), participants with different genotypes, smoking habits, and exposures to organic solvents were compared regarding occurrence of MS, by calculating odds ratios with 95% confidence intervals using logistic regression. A potential interaction between exposure to organic solvents and MS risk HLA genes was evaluated by calculating the attributable proportion due to interaction. RESULTS Overall, exposure to organic solvents increased the risk of MS (odds ratio 1.5, 95% confidence interval 1.2-1.8, p = 0.0004). Among both ever and never smokers, an interaction between organic solvents, carriage of HLA-DRB1*15, and absence of HLA-A*02 was observed with regard to MS risk, similar to the previously reported gene-environment interaction involving the same MS risk HLA genes and smoke exposure. CONCLUSION The mechanism linking both smoking and exposure to organic solvents to MS risk may involve lung inflammation with a proinflammatory profile. Their interaction with MS risk HLA genes argues for an action of these environmental factors on adaptive immunity, perhaps through activation of autoaggressive cells resident in the lungs subsequently attacking the CNS.
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Affiliation(s)
- Anna Karin Hedström
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden.
| | - Ola Hössjer
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Michail Katsoulis
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Ingrid Kockum
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Tomas Olsson
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
| | - Lars Alfredsson
- From the Department of Clinical Neuroscience and Institute of Environmental Medicine (A.K.H., L.A.), and Department of Clinical Neuroscience and Center for Molecular Medicine (I.K., T.O.), Karolinska Institutet, Stockholm; Mathematical Statistics (O.H.), Stockholm University, Sweden; UCL/Farr Institute of Health Informatics Research (M.K.), London, UK; and Centre for Occupational and Environmental Medicine (L.A.), Stockholm County Council, Sweden
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Abstract
Multiple sclerosis (MS) has long been considered a CD4 T-cell disease, primarily because of the findings that the strongest genetic risk for MS is the major histocompatibility complex (MHC) class II locus, and that T cells play a central role in directing the immune response. The importance that the T helper (Th)1 cytokine, interferon γ (IFN-γ), and the Th17 cytokine, interleukin (IL)-17, play in MS pathogenesis is indicated by recent clinical trial data by the enhanced presence of Th1/Th17 cells in central nervous system (CNS) tissue, cerebrospinal fluid (CSF), and blood, and by research on animal models of MS, such as experimental autoimmune encephalomyelitis (EAE). Although the majority of research on MS pathogenesis has centered on the role of effector CD4 T cells, accumulating data suggests that CD8 T cells may play a significant role in the human disease. In fact, in contrast to most animal models, the primary T cell found in the CNS in patients with MS, is the CD8 T cell. As patient-derived effector T cells are also resistant to mechanisms of dominant tolerance such as that induced by interaction with regulatory T cells (Tregs), their reduced response to regulation may also contribute to the unchecked effector T-cell activity in patients with MS. These concepts will be discussed below.
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Affiliation(s)
- Belinda J Kaskow
- Center for Neurologic Diseases, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115
| | - Clare Baecher-Allan
- Department of Neurology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts 02115
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29
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Soelberg K, Nilsson A, Nielsen C, Jarius S, Reindl M, Wildemann B, Lillevang S, Asgari N. Autoimmune and immunogenetic profile of patients with optic neuritis in a population-based cohort. Mult Scler Relat Disord 2018; 21:97-102. [DOI: 10.1016/j.msard.2018.03.003] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2017] [Revised: 02/18/2018] [Accepted: 03/01/2018] [Indexed: 12/17/2022]
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30
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Agostini S, Mancuso R, Guerini FR, D'Alfonso S, Agliardi C, Hernis A, Zanzottera M, Barizzone N, Leone MA, Caputo D, Rovaris M, Clerici M. HLA alleles modulate EBV viral load in multiple sclerosis. J Transl Med 2018; 16:80. [PMID: 29587799 PMCID: PMC5870171 DOI: 10.1186/s12967-018-1450-6] [Citation(s) in RCA: 42] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 03/15/2018] [Indexed: 11/10/2022] Open
Abstract
Background The etiopathology of multiple sclerosis (MS) is believed to include genetic and environmental factors. Human leukocyte antigen (HLA) alleles, in particular, are associated with disease susceptibility, whereas Epstein Barr Virus (EBV) infection has long been suspected to play a role in disease pathogenesis. The aim of the present study is to evaluate correlations between HLA alleles and EBV infection in MS. Methods HLA alleles, EBV viral load (VL) and serum anti-EBV antibody titers were evaluated in EBV-seropositive MS patients (N = 117) and age- and sex-matched healthy controls (HC; N = 89). Results Significantly higher DNA viral loads (p = 0.048) and EBNA-1 antibody titer (p = 0.0004) were seen in MS compared to HC. EBV VL was higher in HLA-B*07+ (p = 0.02) and HLA-DRB1*15+ (p = 0.02) MS patients, whereas it was lower in HLA-A*02+ (p = 0.04) subjects. EBV VL was highest in HLA-A*02−/B*07+/DRB1*15+ patients and lowest in HLA-A*A02+/B*07−/DRB1*15− individuals (p < 0.0001). HLA-B*07 resulted the most associated allele to EBV VL after multiple regression analysis considering altogether the three alleles, (p = 0.0001). No differences were observed in anti-EBV antibody titers in relationship with HLA distribution. Conclusions Host HLA-B*07 allele influence EBV VL in MS. As HLA-class I molecules present antigens to T lymphocytes and initiate immune response against viruses, these results could support a role for EBV in MS. Electronic supplementary material The online version of this article (10.1186/s12967-018-1450-6) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Simone Agostini
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy.
| | - Roberta Mancuso
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Franca R Guerini
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Sandra D'Alfonso
- Department of Health Sciences, University of Eastern Piedmont, Novara, Italy
| | - Cristina Agliardi
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Ambra Hernis
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Milena Zanzottera
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Nadia Barizzone
- Department of Health Sciences, University of Eastern Piedmont, Novara, Italy
| | - Maurizio A Leone
- IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Foggia, Italy
| | - Domenico Caputo
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Marco Rovaris
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy
| | - Mario Clerici
- Don C. Gnocchi Foundation IRCCS - ONLUS, Piazzale Morandi 3, 20121, Milan, Italy.,Department of Pathophysiology and Transplantation, University of Milan, Via Fratelli Cervi 93, 20090, Milan, Italy
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Cappa R, Theroux L, Brenton JN. Pediatric Multiple Sclerosis: Genes, Environment, and a Comprehensive Therapeutic Approach. Pediatr Neurol 2017; 75:17-28. [PMID: 28843454 DOI: 10.1016/j.pediatrneurol.2017.07.005] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2017] [Revised: 06/03/2017] [Accepted: 07/06/2017] [Indexed: 12/12/2022]
Abstract
BACKGROUND Pediatric multiple sclerosis is an increasingly recognized and studied disorder that accounts for 3% to 10% of all patients with multiple sclerosis. The risk for pediatric multiple sclerosis is thought to reflect a complex interplay between environmental and genetic risk factors. MAIN FINDINGS Environmental exposures, including sunlight (ultraviolet radiation, vitamin D levels), infections (Epstein-Barr virus), passive smoking, and obesity, have been identified as potential risk factors in youth. Genetic predisposition contributes to the risk of multiple sclerosis, and the major histocompatibility complex on chromosome 6 makes the single largest contribution to susceptibility to multiple sclerosis. With the use of large-scale genome-wide association studies, other non-major histocompatibility complex alleles have been identified as independent risk factors for the disease. The bridge between environment and genes likely lies in the study of epigenetic processes, which are environmentally-influenced mechanisms through which gene expression may be modified. CONCLUSIONS This article will review these topics to provide a framework for discussion of a comprehensive approach to counseling and ultimately treating the pediatric patient with multiple sclerosis.
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Affiliation(s)
- Ryan Cappa
- Department of Neurology, Division of Pediatric Neurology, University of Virginia, Charlottesville, Virginia
| | - Liana Theroux
- Department of Neurology, Division of Pediatric Neurology, University of Virginia, Charlottesville, Virginia
| | - J Nicholas Brenton
- Department of Neurology, Division of Pediatric Neurology, University of Virginia, Charlottesville, Virginia.
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32
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Tettey P, Balogun S. Obesity and multiple sclerosis: prevalence, susceptibility and progression in disability. FUTURE NEUROLOGY 2017. [DOI: 10.2217/fnl-2017-0012] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Recent emerging data indicate that obesity is an important risk factor for multiple sclerosis (MS) susceptibility and may be associated with MS disability progression. Marked interactions between obesity and human leukocyte antigen (HLA) genotype with regard to the risk of MS have been reported. Evidence from Mendelian randomization studies also point to a causal relationship between obesity and MS risk. In this report, we aimed to analyze the current evidence of the relationship between obesity and risk of MS and disability progression, examine data on the interaction between obesity and HLA risk genes of MS and Mendelian randomization studies and to explore the plausible biological mechanisms that may underlie this relationship.
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Affiliation(s)
- Prudence Tettey
- Menzies Institute for Medical Research, University of Tasmania, Hobart TAS, Australia
| | - Saliu Balogun
- Menzies Institute for Medical Research, University of Tasmania, Hobart TAS, Australia
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Hedström AK, Katsoulis M, Hössjer O, Bomfim IL, Oturai A, Sondergaard HB, Sellebjerg F, Ullum H, Thørner LW, Gustavsen MW, Harbo HF, Obradovic D, Gianfrancesco MA, Barcellos LF, Schaefer CA, Hillert J, Kockum I, Olsson T, Alfredsson L. The interaction between smoking and HLA genes in multiple sclerosis: replication and refinement. Eur J Epidemiol 2017; 32:909-919. [PMID: 28597127 PMCID: PMC5680370 DOI: 10.1007/s10654-017-0250-2] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2016] [Accepted: 04/27/2017] [Indexed: 01/14/2023]
Abstract
Interactions between environment and genetics may contribute to multiple sclerosis (MS) development. We investigated whether the previously observed interaction between smoking and HLA genotype in the Swedish population could be replicated, refined and extended to include other populations. We used six independent case–control studies from five different countries (Sweden, Denmark, Norway, Serbia, United States). A pooled analysis was performed for replication of previous observations (7190 cases, 8876 controls). Refined detailed analyses were carried out by combining the genetically similar populations from the Nordic studies (6265 cases, 8401 controls). In both the pooled analyses and in the combined Nordic material, interactions were observed between HLA-DRB*15 and absence of HLA-A*02 and between smoking and each of the genetic risk factors. Two way interactions were observed between each combination of the three variables, invariant over categories of the third. Further, there was also a three way interaction between the risk factors. The difference in MS risk between the extremes was considerable; smokers carrying HLA-DRB1*15 and lacking HLA-A*02 had a 13-fold increased risk compared with never smokers without these genetic risk factors (OR 12.7, 95% CI 10.8–14.9). The risk of MS associated with HLA genotypes is strongly influenced by smoking status and vice versa. Since the function of HLA molecules is to present peptide antigens to T cells, the demonstrated interactions strongly suggest that smoking alters MS risk through actions on adaptive immunity.
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Affiliation(s)
- Anna Karin Hedström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
| | | | - Ola Hössjer
- Mathematical Statistics, Stockholm University, Stockholm, Sweden
| | - Izaura L. Bomfim
- Neuroimmunology Unit, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Annette Oturai
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Helle Bach Sondergaard
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Finn Sellebjerg
- Danish Multiple Sclerosis Center, Department of Neurology, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark
| | - Henrik Ullum
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Lise Wegner Thørner
- Department of Clinical Immunology, Copenhagen University Hospital, Copenhagen, Denmark
| | - Marte Wendel Gustavsen
- Department of Neurology, Oslo University Hospital, Ullevål, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Hanne F. Harbo
- Department of Neurology, Oslo University Hospital, Ullevål, Oslo, Norway
- Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | | | - Milena A. Gianfrancesco
- Genetic Epidemiology and Genomics Lab, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA 94720-3220 USA
| | - Lisa F. Barcellos
- Genetic Epidemiology and Genomics Lab, Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA 94720-3220 USA
| | | | - Jan Hillert
- Neuroimmunology Unit, Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet at Karolinska University Hospital, Solna, Sweden
| | - Ingrid Kockum
- Neuroimmunology Unit, Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet at Karolinska University Hospital, Solna, Sweden
| | - Tomas Olsson
- Neuroimmunology Unit, Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet at Karolinska University Hospital, Solna, Sweden
| | - Lars Alfredsson
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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Human leucocyte antigen (HLA) class I and II typing in Belgian multiple sclerosis patients. Acta Neurol Belg 2017; 117:61-65. [PMID: 27797002 DOI: 10.1007/s13760-016-0716-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 10/19/2016] [Indexed: 10/20/2022]
Abstract
This is one of the first studies to compare the frequencies of different human leucocyte antigen (HLA) class I and II alleles and haplotype HLA-DRB1*15-DQB1*06 in a cohort of 119 patients with multiple sclerosis (MS) and a cohort of 124 healthy controls in Belgium. An association with MS was found for the HLA-DRB1*15 (odds ratio [OR] 2.60 [95% confidence interval (CI) 1.51-4.50]) and HLA-DQB1*06 (OR 1.97 [95% CI 1.18-3.29]) alleles, and for haplotype DRB1*15-DQB1*06 (OR 2.63 [95% CI 1.52-4.56]). The HLA-B*07 allele also tended to be more frequent in MS patients (OR 1.46 [95% CI 0.80-2.65]) and more frequent among MS patients with than in those without the HLA-DRB1*15 allele (26/54 [48.1%] versus 6/65 [9.2%]; p value <0.0001). Other alleles were underrepresented in MS patients, such as the HLA-DRB1*07 (OR 0.39 [95% CI 0.21-0.73]) and HLA-A*02 (OR 0.56 [95% CI 0.34-0.94]), showing a protective role against the disease. The HLA-B*44 (OR 0.58 [95% CI 0.31-1.09]) and HLA-DRB1*04 (OR 0.75 [95% CI 0.42-1.34]) alleles tended to be less frequent in MS patients. Altogether, the significant results observed in this population are in line with those from other countries and confirm that propensity to MS can be due to a complex presence of various HLA class I and class II alleles.
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35
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Lysandropoulos AP, Mavroudakis N, Pandolfo M, El Hafsi K, van Hecke W, Maertens A, Billiet T, Ribbens A. HLA genotype as a marker of multiple sclerosis prognosis: A pilot study. J Neurol Sci 2017; 375:348-354. [PMID: 28320165 DOI: 10.1016/j.jns.2017.02.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2016] [Revised: 12/26/2016] [Accepted: 02/07/2017] [Indexed: 01/28/2023]
Abstract
OBJECTIVE The identification of a biomarker with prognostic value is an unmet need in multiple sclerosis (MS). The objective of this study was to investigate a possible association of HLA genotype with disease status and progression in MS, based on comprehensive and sensitive clinical and magnetic resonance imaging (MRI) parameters to measure disease effects. METHOD A total of 118 MS patients (79 females, 39 males) underwent HLA typing. Patient MS status was assessed at two time points in a 2-year interval, based on clinical scores (including EDSS, MSSS, T25FW, 9-HPT, SDMT, BVMT, CVLT-II) and MRI evaluations. Quantitative brain MRI values were obtained for whole brain atrophy, FLAIR lesion volume change and number of new lesions using MSmetrix. Predefined HLA patient groups were compared as of disease status and progression. Global assessment was achieved by an overall t-statistic and assessment per measurement by a Welch test and/or Mann Whitney U test. The effects of multiple covariates, including age, gender and disease duration as well as scan parameters, were also evaluated using a regression analysis. RESULTS The HLA-A*02 allele was associated with better outcomes in terms of MSSS, EDSS and new lesion count (Welch test p-value<0.05). The HLA-B*07 and HLA-B*44 alleles showed a global negative effect on disease status, although none of the measurements reached significance (p-value<0.05). Results for the HLA-DRB1*15, HLA-DQB1*06 and HLA-B*08 alleles were inconclusive. The influence of the confounding variables on the statistical analysis was limited.
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Affiliation(s)
| | - Nicolas Mavroudakis
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, Belgium
| | - Massimo Pandolfo
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, Belgium
| | - Kaoutar El Hafsi
- Department of Neurology, Hôpital Erasme, Université Libre de Bruxelles, Belgium
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Pender MP, Csurhes PA, Burrows JM, Burrows SR. Defective T-cell control of Epstein-Barr virus infection in multiple sclerosis. Clin Transl Immunology 2017; 6:e126. [PMID: 28197337 PMCID: PMC5292561 DOI: 10.1038/cti.2016.87] [Citation(s) in RCA: 96] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2016] [Revised: 12/02/2016] [Accepted: 12/02/2016] [Indexed: 02/07/2023] Open
Abstract
Mounting evidence indicates that infection with Epstein–Barr virus (EBV) has a
major role in the pathogenesis of multiple sclerosis (MS). Defective elimination of
EBV-infected B cells by CD8+ T cells might cause MS by allowing
EBV-infected autoreactive B cells to accumulate in the brain. Here we undertake a
comprehensive analysis of the T-cell response to EBV in MS, using flow cytometry and
intracellular IFN-γ staining to measure T-cell responses to EBV-infected
autologous lymphoblastoid cell lines and pools of human leukocyte antigen
(HLA)-class-I-restricted peptides from EBV lytic or latent proteins and
cytomegalovirus (CMV), in 95 patients and 56 EBV-seropositive healthy subjects. In 20
HLA-A2+ healthy subjects and 20 HLA-A2+ patients
we also analysed CD8+ T cells specific for individual peptides,
measured by binding to HLA-peptide complexes and production of IFN-γ,
TNF-α and IL-2. We found a decreased CD8+ T-cell response to
EBV lytic, but not CMV lytic, antigens at the onset of MS and at all subsequent
disease stages. CD8+ T cells directed against EBV latent antigens
were increased but had reduced cytokine polyfunctionality indicating T-cell
exhaustion. During attacks the EBV-specific CD4+ and
CD8+ T-cell populations expanded, with increased functionality of
latent-specific CD8+ T cells. With increasing disease duration,
EBV-specific CD4+ and CD8+ T cells progressively
declined, consistent with T-cell exhaustion. The anti-EBNA1 IgG titre correlated
inversely with the EBV-specific CD8+ T-cell frequency. We postulate
that defective CD8+ T-cell control of EBV reactivation leads to an
expanded population of latently infected cells, including autoreactive B cells.
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Affiliation(s)
- Michael P Pender
- School of Medicine, The University of Queensland, Brisbane, Queensland, Australia; Department of Neurology, Royal Brisbane and Women's Hospital, Brisbane, Queensland, Australia; Cellular ImmunoIogy Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
| | - Peter A Csurhes
- School of Medicine, The University of Queensland, Brisbane, Queensland, Australia; Cellular ImmunoIogy Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia; The University of Queensland Centre for Clinical Research, Brisbane, Queensland, Australia
| | - Jacqueline M Burrows
- Cellular ImmunoIogy Laboratory, QIMR Berghofer Medical Research Institute , Brisbane, Queensland, Australia
| | - Scott R Burrows
- School of Medicine, The University of Queensland, Brisbane, Queensland, Australia; Cellular ImmunoIogy Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia
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Interactions between genetic, lifestyle and environmental risk factors for multiple sclerosis. Nat Rev Neurol 2016; 13:25-36. [PMID: 27934854 DOI: 10.1038/nrneurol.2016.187] [Citation(s) in RCA: 723] [Impact Index Per Article: 80.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Genetic predisposition to multiple sclerosis (MS) only explains a fraction of the disease risk; lifestyle and environmental factors are key contributors to the risk of MS. Importantly, these nongenetic factors can influence pathogenetic pathways, and some of them can be modified. Besides established MS-associated risk factors - high latitude, female sex, smoking, low vitamin D levels caused by insufficient sun exposure and/or dietary intake, and Epstein-Barr virus (EBV) infection - strong evidence now supports obesity during adolescence as a factor increasing MS risk. Organic solvents and shift work have also been reported to confer increased risk of the disease, whereas factors such as use of nicotine or alcohol, cytomegalovirus infection and a high coffee consumption are associated with a reduced risk. Certain factors - smoking, EBV infection and obesity - interact with HLA risk genes, pointing at a pathogenetic pathway involving adaptive immunity. All of the described risk factors for MS can influence adaptive and/or innate immunity, which is thought to be the main pathway modulated by MS risk alleles. Unlike genetic risk factors, many environmental and lifestyle factors can be modified, with potential for prevention, particularly for people at the greatest risk, such as relatives of individuals with MS. Here, we review recent data on environmental and lifestyle factors, with a focus on gene-environment interactions.
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Rudolph H, Klopstein A, Gruber I, Blatti C, Lyck R, Engelhardt B. Postarrest stalling rather than crawling favors CD8(+) over CD4(+) T-cell migration across the blood-brain barrier under flow in vitro. Eur J Immunol 2016; 46:2187-203. [PMID: 27338806 PMCID: PMC5113696 DOI: 10.1002/eji.201546251] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2015] [Revised: 05/12/2016] [Accepted: 06/20/2016] [Indexed: 01/16/2023]
Abstract
Although CD8+ T cells have been implied in the pathogenesis of multiple sclerosis (MS), the molecular mechanisms mediating CD8+ T‐cell migration across the blood–brain barrier (BBB) into the central nervous system (CNS) are ill defined. Using in vitro live cell imaging, we directly compared the multistep extravasation of activated CD4+ and CD8+ T cells across primary mouse brain microvascular endothelial cells (pMBMECs) as a model for the BBB under physiological flow. Significantly higher numbers of CD8+ than CD4+ T cells arrested on pMBMECs under noninflammatory and inflammatory conditions. While CD4+ T cells polarized and crawled prior to their diapedesis, the majority of CD8+ T cells stalled and readily crossed the pMBMEC monolayer preferentially via a transcellular route. T‐cell arrest and crawling were independent of G‐protein‐coupled receptor signaling. Rather, absence of endothelial ICAM‐1 and ICAM‐2 abolished increased arrest of CD8+ over CD4+ T cells and abrogated T‐cell crawling, leading to the efficient reduction of CD4+, but to a lesser degree of CD8+, T‐cell diapedesis across ICAM‐1null/ICAM‐2−/− pMBMECs. Thus, cellular and molecular mechanisms mediating the multistep extravasation of activated CD8+ T cells across the BBB are distinguishable from those involved for CD4+ T cells.
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Affiliation(s)
| | | | - Isabelle Gruber
- Theodor Kocher Institute, University of Bern, Bern, Switzerland
| | - Claudia Blatti
- Theodor Kocher Institute, University of Bern, Bern, Switzerland
| | - Ruth Lyck
- Theodor Kocher Institute, University of Bern, Bern, Switzerland
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Rühl G, Niedl AG, Patronov A, Siewert K, Pinkert S, Kalemanov M, Friese MA, Attfield KE, Antes I, Hohlfeld R, Dornmair K. Multiple sclerosis: Molecular mimicry of an antimyelin HLA class I restricted T-cell receptor. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2016; 3:e241. [PMID: 27231714 PMCID: PMC4871805 DOI: 10.1212/nxi.0000000000000241] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/20/2016] [Accepted: 04/01/2016] [Indexed: 11/15/2022]
Abstract
OBJECTIVE To identify target antigens presented by human leukocyte antigen (HLA)-A*02:01 to the myelin-reactive human T-cell receptor (TCR) 2D1, which was originally isolated from a CD8+ T-cell clone recognizing proteolipid protein (PLP) in the context of HLA-A*03:01, we employed a new antigen search technology. METHODS We used our recently developed antigen search technology that employs plasmid-encoded combinatorial peptide libraries and a highly sensitive single cell detection system to identify endogenous candidate peptides of mice and human origin. We validated candidate antigens by independent T-cell assays using synthetic peptides and refolded HLA:peptide complexes. A molecular model of HLA-A*02:01:peptide complexes was obtained by molecular dynamics simulations. RESULTS We identified one peptide from glycerolphosphatidylcholine phosphodiesterase 1, which is identical in mice and humans and originates from a protein that is expressed in many cell types. When bound to HLA-A*02:01, this peptide cross-stimulates the PLP-reactive HLA-A3-restricted TCR 2D1. Investigation of molecular details revealed that the peptide length plays a crucial role in its capacity to bind HLA-A*02:01 and to activate TCR 2D1. Molecular modeling illustrated the 3D structures of activating HLA:peptide complexes. CONCLUSIONS Our results show that our antigen search technology allows us to identify new candidate antigens of a presumably pathogenic, autoreactive, human CD8+ T-cell-derived TCR. They further illustrate how this TCR, which recognizes a myelin peptide bound to HLA-A*03:01, may cross-react with an unrelated peptide presented by the protective HLA class I allele HLA-A*02:01.
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Affiliation(s)
- Geraldine Rühl
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Anna G Niedl
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Atanas Patronov
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Katherina Siewert
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Stefan Pinkert
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Maria Kalemanov
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Manuel A Friese
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Kathrine E Attfield
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Iris Antes
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Reinhard Hohlfeld
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
| | - Klaus Dornmair
- Institute of Clinical Neuroimmunology (G.R., A.G.N., K.S., R.H., K.D.) and Munich Cluster for Systems Neurology (SyNergy) (R.H., K.D.), Ludwig-Maximilian-University, Munich; Department of Life Sciences (A.P., M.K., I.A.), Technical University Munich, Freising; Max Planck Institute of Biochemistry (S.P.), Martinsried; Institute of Neuroimmunology and Multiple Sclerosis (M.A.F.), University Medical Centre, Hamburg-Eppendorf, Hamburg, Germany; MRC Human Immunology Unit (K.E.A.), Radcliffe Department of Medicine, Weatherall, Institute of Molecular Medicine, University of Oxford, John Radcliffe Hospital, UK; and Center for Integrated Protein Science Munich (CIPSM) (I.A.), Germany
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McKay KA, Jahanfar S, Duggan T, Tkachuk S, Tremlett H. Factors associated with onset, relapses or progression in multiple sclerosis: A systematic review. Neurotoxicology 2016; 61:189-212. [PMID: 27045883 DOI: 10.1016/j.neuro.2016.03.020] [Citation(s) in RCA: 69] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Accepted: 03/30/2016] [Indexed: 12/15/2022]
Abstract
Multiple sclerosis (MS) is a chronic disease of the central nervous system with an unidentified etiology. We systematically reviewed the literature on the possible risk factors associated with MS disease onset, relapses and progression from 1960 to 2012 by accessing six databases and including relevant systematic reviews, meta-analyses, case-control or cohort studies. The focus was on identifying modifiable risk factors. Fifteen systematic reviews and 169 original articles were quality assessed and integrated into a descriptive review. Best evidence, which included one or more prospective studies, suggested that lower exposure to sunlight and/or lower serum vitamin D levels were associated with an increased risk of developing MS onset and subsequent relapses, but a similar quality of evidence was lacking for disease progression. Prospective studies indicated that cigarette smoking may increase the risk of MS as well as accelerate disease progression, but whether smoking altered the risk of a relapse was largely unknown. Infections were implicated in both risk of developing MS and relapses, but data for progression were lacking. Specifically, exposure to the Epstein-Barr virus, particularly if this manifested as infectious mononucleosis during adolescence, was associated with increased MS risk. Upper respiratory tract infections were most commonly associated with an increase in relapses. Relapse rates typically dropped during pregnancy, but there was no strong evidence to suggest that pregnancy itself altered the risk of MS or affected long-term progression. Emerging research with the greatest potential to impact public health was the suggestion that obesity during adolescence may increase the risk of MS; if confirmed, this would be of major significance.
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Affiliation(s)
- Kyla A McKay
- Division of Neurology, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada
| | - Shayesteh Jahanfar
- School of Population and Public Health, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Tom Duggan
- Division of Neurology, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada
| | - Stacey Tkachuk
- Division of Neurology, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada
| | - Helen Tremlett
- Division of Neurology, Faculty of Medicine, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, Vancouver, Canada.
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The Role of Environment and Lifestyle in Determining the Risk of Multiple Sclerosis. Curr Top Behav Neurosci 2015; 26:87-104. [PMID: 25707369 DOI: 10.1007/7854_2015_372] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
MS is a complex disease where both genetic and environmental factors contribute to disease susceptibility. The substantially increased risk of developing MS in relatives of affected individuals gives solid evidence for a genetic base for susceptibility, whereas the modest familial risk, most strikingly demonstrated in the twin studies, is a very strong argument for an important role of lifestyle/environmental factors in determining the risk of MS, sometimes interacting with MS risk genes. Lifestyle factors and environmental exposures are harder to accurately study and quantify than genetic factors. However, it is important to identify these factors since they, as opposed to risk genes, are potentially preventable. We have reviewed the evidence for environmental factors that have been repeatedly shown to influence the risk of MS: Epstein-Barr virus (EBV) infection, ultraviolet radiation (UVR) exposure habits /vitamin D status, and smoking. We have also reviewed a number of additional environmental factors, published in the past 5 years, that have been described to influence MS risk. Independent replication, preferably by a variety of methods, may give still more firm evidence for their involvement.
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Sinha S, Boyden AW, Itani FR, Crawford MP, Karandikar NJ. CD8(+) T-Cells as Immune Regulators of Multiple Sclerosis. Front Immunol 2015; 6:619. [PMID: 26697014 PMCID: PMC4674574 DOI: 10.3389/fimmu.2015.00619] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 11/26/2015] [Indexed: 11/13/2022] Open
Abstract
The vast majority of studies regarding the immune basis of MS (and its animal model, EAE) have largely focused on CD4(+) T-cells as mediators and regulators of disease. Interestingly, CD8(+) T-cells represent the predominant T-cell population in human MS lesions and are oligoclonally expanded at the site of pathology. However, their role in the autoimmune pathologic process has been both understudied and controversial. Several animal models and MS patient studies support a pathogenic role for CNS-specific CD8(+) T-cells, whereas we and others have demonstrated a regulatory role for these cells in disease. In this review, we describe studies that have investigated the role of CD8(+) T-cells in MS and EAE, presenting evidence for both pathogenic and regulatory functions. In our studies, we have shown that cytotoxic/suppressor CD8(+) T-cells are CNS antigen-specific, MHC class I-restricted, IFNγ- and perforin-dependent, and are able to inhibit disease. The clinical relevance for CD8(+) T-cell suppressive function is best described by a lack of their function during MS relapse, and importantly, restoration of their suppressive function during quiescence. Furthermore, CD8(+) T-cells with immunosuppressive functions can be therapeutically induced in MS patients by glatiramer acetate (GA) treatment. Unlike CNS-specific CD8(+) T-cells, these immunosuppressive GA-induced CD8(+) T-cells appear to be HLA-E restricted. These studies have provided greater fundamental insight into the role of autoreactive as well as therapeutically induced CD8(+) T-cells in disease amelioration. The clinical implications for these findings are immense and we propose that this natural process can be harnessed toward the development of an effective immunotherapeutic strategy.
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Affiliation(s)
- Sushmita Sinha
- Department of Pathology, University of Iowa , Iowa City, IA , USA
| | | | - Farah R Itani
- Department of Pathology, University of Iowa , Iowa City, IA , USA
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Abstract
The last twelve years have witnessed the development of new therapies for relapsing-remitting multiple sclerosis that demonstrate increased efficacy relative to previous therapies. Many of these new drugs target the inflammatory phase of disease by manipulating different aspects of the immune system. While these new treatments are promising, the development of therapies for patients with progressive multiple sclerosis remains a significant challenge. We discuss the distinct mechanisms that may contribute to these two types of multiple sclerosis and the implications of these differences in the development of new therapeutic targets for this debilitating disease.
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Affiliation(s)
- Catriona A Wagner
- Department of Immunology, University of Washigton, Seattle, WA, 98109-8509, USA
| | - Joan M Goverman
- Department of Immunology, University of Washigton, Seattle, WA, 98109-8509, USA
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Hollenbach JA, Oksenberg JR. The immunogenetics of multiple sclerosis: A comprehensive review. J Autoimmun 2015; 64:13-25. [PMID: 26142251 DOI: 10.1016/j.jaut.2015.06.010] [Citation(s) in RCA: 250] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 06/23/2015] [Indexed: 12/21/2022]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease of the central nervous system and common cause of non-traumatic neurological disability in young adults. The likelihood for an individual to develop MS is strongly influenced by her or his ethnic background and family history of disease, suggesting that genetic susceptibility is a key determinant of risk. Over 100 loci have been firmly associated with susceptibility, whereas the main signal genome-wide maps to the class II region of the human leukocyte antigen (HLA) gene cluster and explains up to 10.5% of the genetic variance underlying risk. HLA-DRB1*15:01 has the strongest effect with an average odds ratio of 3.08. However, complex allelic hierarchical lineages, cis/trans haplotypic effects, and independent protective signals in the class I region of the locus have been described as well. Despite the remarkable molecular dissection of the HLA region in MS, further studies are needed to generate unifying models to account for the role of the MHC in disease pathogenesis. Driven by the discovery of combinatorial associations of Killer-cell Immunoglobulin-like Receptor (KIR) and HLA alleles with infectious, autoimmune diseases, transplantation outcome and pregnancy, multi-locus immunogenomic research is now thriving. Central to immunity and critically important for human health, KIR molecules and their HLA ligands are encoded by complex genetic systems with extraordinarily high levels of sequence and structural variation and complex expression patterns. However, studies to-date of KIR in MS have been few and limited to very low resolution genotyping. Application of modern sequencing methodologies coupled with state of the art bioinformatics and analytical approaches will permit us to fully appreciate the impact of HLA and KIR variation in MS.
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Affiliation(s)
- Jill A Hollenbach
- Department of Neurology, University of California San Francisco, San Francisco, CA 94158, USA.
| | - Jorge R Oksenberg
- Department of Neurology, University of California San Francisco, San Francisco, CA 94158, USA
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Multiple Sclerosis and T Lymphocytes: An Entangled Story. J Neuroimmune Pharmacol 2015; 10:528-46. [PMID: 25946987 DOI: 10.1007/s11481-015-9614-0] [Citation(s) in RCA: 139] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2015] [Accepted: 04/29/2015] [Indexed: 12/17/2022]
Abstract
Multiple sclerosis (MS) is the prototypic inflammatory disease of the central nervous system (CNS) characterized by multifocal areas of demyelination, axonal damage, activation of glial cells, and immune cell infiltration. Despite intensive years of research, the etiology of this neurological disorder remains elusive. Nevertheless, the abundance of immune cells such as T lymphocytes and their products in CNS lesions of MS patients supports the notion that MS is an immune-mediated disorder. An important body of evidence gathered from MS animal models such as experimental autoimmune encephalomyelitis (EAE), points to the central contribution of CD4 T lymphocytes in disease pathogenesis. Both Th1 (producing interferon-γ) and Th17 (producing interleukin 17) CD4 T lymphocytes targeting CNS self-antigens have been implicated in MS and EAE pathobiology. Moreover, several publications suggest that CD8 T lymphocytes also participate in the development of MS lesions. The migration of activated T lymphocytes from the periphery into the CNS has been identified as a crucial step in the formation of MS lesions. Several factors promote such T cell extravasation including: molecules (e.g., cell adhesion molecules) implicated in the T cell-blood brain barrier interaction, and chemokines produced by neural cells. Finally, once in the CNS, T lymphocytes need to be reactivated by local antigen presenting cells prior to enter the parenchyma where they can initiate damage. Further investigations will be necessary to elucidate the impact of environmental factors (e.g., gut microbiota) and CNS intrinsic properties (e.g., microglial activation) on this inflammatory neurological disease.
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Nicol B, Salou M, Laplaud DA, Wekerle H. The autoimmune concept of multiple sclerosis. Presse Med 2015; 44:e103-12. [PMID: 25813101 DOI: 10.1016/j.lpm.2015.02.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2015] [Accepted: 02/23/2015] [Indexed: 12/12/2022] Open
Abstract
Multiple sclerosis (MS) is a chronic inflammatory and demyelinating disease of the central nervous system (CNS). With growing evidence for environmental and genetic factors, MS is now accepted as an autoimmune disease. This complex disease seems to implicate various cell types in both innate and adaptive compartments. Here, we discuss recent advances in the immunological field of MS research.
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Affiliation(s)
- Bryan Nicol
- CHU de Nantes, service de neurologie, Inserm CR1064, 44093 Nantes cedex, France
| | - Marion Salou
- CHU de Nantes, service de neurologie, Inserm CR1064, 44093 Nantes cedex, France
| | - David-Axel Laplaud
- CHU de Nantes, service de neurologie, Inserm CR1064, 44093 Nantes cedex, France.
| | - Hartmut Wekerle
- Max Planck institute of neurobiology, department of neuroimmunology, Planegg-Martinsried, 31, 81377 Munich, Germany
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Abstract
One of the most consistent findings in multiple sclerosis (MS) is that development of MS is linked with carriage of the class II human leucocyte antigen (HLA) molecule HLA-DRB1*15:01; around 60 % of Caucasian MS patients carry this allele compared to 25-30 % of ethnically matched healthy individuals. However, other HLA molecules have also been linked to the development of MS. In this chapter, the association between different HLA types and susceptibility to MS will be reviewed, and other linkages between the carriage of specific HLA molecules and clinical and experimental findings in MS will be considered.
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Affiliation(s)
- Judith M Greer
- The University of Queensland, UQ Centre for Clinical Research, Building 71/918 Riyal Brisbane and Women's Hospital, Brisbane, QLD, 4029, Australia.
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Kuranov AB, Vavilov MN, Abildinova GZ, Akilzhanova AR, Iskakova AN, Zholdybayeva EV, Boldyreva MN, Müller CA, Momynaliev KT. Polymorphisms of HLA-DRB1, -DQA1 and -DQB1 in inhabitants of Astana, the capital city of Kazakhstan. PLoS One 2014; 9:e115265. [PMID: 25531278 PMCID: PMC4274022 DOI: 10.1371/journal.pone.0115265] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2014] [Accepted: 11/20/2014] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Kazakhstan has been inhabited by different populations, such as the Kazakh, Kyrgyz, Uzbek and others. Here we investigate allelic and haplotypic polymorphisms of human leukocyte antigen (HLA) genes at DRB1, DQA1 and DQB1 loci in the Kazakh ethnic group, and their genetic relationship between world populations. METHODOLOGY/PRINCIPAL FINDINGS A total of 157 unrelated Kazakh ethnic individuals from Astana were genotyped using sequence based typing (SBT-Method) for HLA-DRB1, -DQA1 and -DQB1 loci. Allele frequencies, neighbor-joining method, and multidimensional scaling analysis have been obtained for comparison with other world populations. Statistical analyses were performed using Arlequin v3.11. Applying the software PAST v. 2.17 the resulting genetic distance matrix was used for a multidimensional scaling analysis (MDS). Respectively 37, 17 and 19 alleles were observed at HLA-DRB1, -DQA1 and -DQB1 loci. The most frequent alleles were HLA-DRB1*07:01 (13.1%), HLA-DQA1*03:01 (13.1%) and HLA-DQB1*03:01 (17.6%). In the observed group of Kazakhs DRB1*07:01-DQA1*02:01-DQB1*02:01 (8.0%) was the most common three loci haplotype. DRB1*10:01-DQB1*05:01 showed the strongest linkage disequilibrium. The Kazakh population shows genetic kinship with the Kazakhs from China, Uyghurs, Mongolians, Todzhinians, Tuvinians and as well as with other Siberians and Asians. CONCLUSIONS/SIGNIFICANCE The HLA-DRB1, -DQA1 and -DQB1 loci are highly polymorphic in the Kazakh population, and this population has the closest relationship with other Asian and Siberian populations.
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Hedström AK, Lima Bomfim I, Hillert J, Olsson T, Alfredsson L. Obesity interacts with infectious mononucleosis in risk of multiple sclerosis. Eur J Neurol 2014; 22:578-e38. [PMID: 25530445 PMCID: PMC4365756 DOI: 10.1111/ene.12620] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2014] [Accepted: 10/07/2014] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND PURPOSE The possible interaction between adolescent obesity and past infectious mononucleosis (IM) was investigated with regard to multiple sclerosis (MS) risk. METHODS This report is based on two population-based case-control studies, one with incident cases (1780 cases, 3885 controls) and one with prevalent cases (4502 cases, 4039 controls). Subjects were categorized based on adolescent body mass index (BMI) and past IM and compared with regard to occurrence of MS by calculating odds ratios with 95% confidence intervals (CIs) employing logistic regression. A potential interaction between adolescent BMI and past IM was evaluated by calculating the attributable proportion due to interaction. RESULTS Regardless of human leukocyte antigen (HLA) status, a substantial interaction was observed between adolescent obesity and past IM with regard to MS risk. The interaction was most evident when IM after the age of 10 was considered (attributable proportion due to interaction 0.8, 95% CI 0.6-1.0 in the incident study, and attributable proportion due to interaction 0.7, 95% CI 0.5-1.0 in the prevalent study). In the incident study, the odds ratio of MS was 14.7 (95% CI 5.9-36.6) amongst subjects with adolescent obesity and past IM after the age of 10, compared with subjects with none of these exposures. The corresponding odds ratio in the prevalent study was 13.2 (95% CI 5.2-33.6). CONCLUSIONS An obese state both impacts the cellular immune response to infections and induces a state of chronic immune-mediated inflammation which may contribute to explain our finding of an interaction between adolescent BMI and past IM. Measures taken against adolescent obesity may thus be a preventive strategy against MS.
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Affiliation(s)
- A K Hedström
- Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden
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