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Khdair SI, Al-Khareisha L, Abusara OH, Hammad AM, Khudair A. HLA-class II genes association with multiple sclerosis: An immunogenetic prediction among multiple sclerosis Jordanian patients. PLoS One 2025; 20:e0318824. [PMID: 39999097 PMCID: PMC11856260 DOI: 10.1371/journal.pone.0318824] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2024] [Accepted: 01/21/2025] [Indexed: 02/27/2025] Open
Abstract
Multiple sclerosis (MS) is an inflammatory autoimmune disease affecting the central nervous system (CNS). The pathogenesis of MS is characterized by neuronal axonal degeneration and demyelination. Among the genes that raises MS risk are the HLA-class II genes. The goals of this study were to investigate the role of the HLA-DRB1 and HLA-DQB1 genes (for the first time) in Jordanian MS patients and their association with MS disease. The association of these genes with other clinical features, such as optic neuritis, sensory impairment, and brainstem symptoms in MS patients was investigated as well using PCR-SSP techniques. Our findings indicated an association between HLA-DRB1 * 03:01 (Pc = 0.01) and HLA-DRB1 * 04:01 (Pc = 0.004) alleles with Jordanian MS patients. In addition, a significant linkage between HLA-DRB1 * 15:01 and HLA-DQB1 * 06:01 alleles (Pc ≤ 0.001 and Pc = 0.012, respectively) were presented among Jordanian MS patients with optic neuritis compared to Jordanian MS patients without optic neuritis. Moreover, HLA-DQB1 * 05:01 and HLA-DQB1 * 06:02 alleles (Pc ≤ 0.001 and Pc = 0.006, respectively) was found to be related with sensory impairment in MS patients. Additionally, HLA-DRB1 * 07:01 allele indicates a positive correlation in MS patients with brainstem symptoms (Pc < 0.001). Moreover, our results indicated that there is no association on the HLA-DRB1 ~ HLA-DQB1 haplotype level and MS disease. Knowing the genes that are linked to MS, they may facilitate MS diagnosis, prevention, and treatment at earlier stage. Also, these results may serve in the development of more potent therapeutic regimens for MS and its related complications, such as optic neuritis, sensory impairment, and brainstem symptoms.
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Affiliation(s)
- Sawsan I. Khdair
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Lubna Al-Khareisha
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
- Department of Pharmacy, Al-Bashir Hospital, Amman, Jordan
| | - Osama H. Abusara
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Alaa M. Hammad
- Faculty of Pharmacy, Al-Zaytoonah University of Jordan, Amman , Jordan
| | - Alaa Khudair
- Faculty of Dentistry, Jordan University of Science and Technology, Irbid, Jordan
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2
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Li H, Zeng J, Snyder MP, Zhang S. Modeling gene interactions in polygenic prediction via geometric deep learning. Genome Res 2025; 35:178-187. [PMID: 39562137 PMCID: PMC11789630 DOI: 10.1101/gr.279694.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 11/14/2024] [Indexed: 11/21/2024]
Abstract
Polygenic risk score (PRS) is a widely used approach for predicting individuals' genetic risk of complex diseases, playing a pivotal role in advancing precision medicine. Traditional PRS methods, predominantly following a linear structure, often fall short in capturing the intricate relationships between genotype and phenotype. In this study, we present PRS-Net, an interpretable geometric deep learning-based framework that effectively models the nonlinearity of biological systems for enhanced disease prediction and biological discovery. PRS-Net begins by deconvoluting the genome-wide PRS at the single-gene resolution and then explicitly encapsulates gene-gene interactions leveraging a graph neural network (GNN) for genetic risk prediction, enabling a systematic characterization of molecular interplay underpinning diseases. An attentive readout module is introduced to facilitate model interpretation. Extensive tests across multiple complex traits and diseases demonstrate the superior prediction performance of PRS-Net compared with a wide range of conventional PRS methods. The interpretability of PRS-Net further enhances the identification of disease-relevant genes and gene programs. PRS-Net provides a potent tool for concurrent genetic risk prediction and biological discovery for complex diseases.
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Affiliation(s)
- Han Li
- School of Mathematical Sciences and LPMC, Nankai University, Tianjin, 300071, China
- Institute for Interdisciplinary Information Sciences, Tsinghua University, Beijing, 100084, China
| | - Jianyang Zeng
- School of Engineering, Research Center for Industries of the Future, Westlake University, Hangzhou, 310030, Zhejiang, China;
| | - Michael P Snyder
- Department of Genetics, Center for Genomics and Personalized Medicine, Stanford University School of Medicine, Stanford, California 94304, USA;
| | - Sai Zhang
- Department of Epidemiology, University of Florida, Gainesville, Florida 32603, USA;
- Departments of Biostatistics & Biomedical Engineering, UF Genetics Institute, University of Florida, Gainesville, Florida 32603, USA
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3
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Montgomery TL, Peipert D, Krementsov DN. Modulation of multiple sclerosis risk and pathogenesis by the gut microbiota: Complex interactions between host genetics, bacterial metabolism, and diet. Immunol Rev 2024; 325:131-151. [PMID: 38717158 PMCID: PMC11338732 DOI: 10.1111/imr.13343] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/22/2024]
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the central nervous system, affecting nearly 2 million people worldwide. The etiology of MS is multifactorial: Approximately 30% of the MS risk is genetic, which implies that the remaining ~70% is environmental, with a number of factors proposed. One recently implicated risk factor for MS is the composition of the gut microbiome. Numerous case-control studies have identified changes in gut microbiota composition of people with MS (pwMS) compared with healthy control individuals, and more recent studies in animal models have begun to identify the causative microbes and underlying mechanisms. Here, we review some of these mechanisms, with a specific focus on the role of host genetic variation, dietary inputs, and gut microbial metabolism, with a particular emphasis on short-chain fatty acid and tryptophan metabolism. We put forward a model where, in an individual genetically susceptible to MS, the gut microbiota and diet can synergize as potent environmental modifiers of disease risk and possibly progression, with diet-dependent gut microbial metabolites serving as a key mechanism. We also propose that specific microbial taxa may have divergent effects in individuals carrying distinct variants of MS risk alleles or other polymorphisms, as a consequence of host gene-by-gut microbiota interactions. Finally, we also propose that the effects of specific microbial taxa, especially those that exert their effects through metabolites, are highly dependent on the host dietary intake. What emerges is a complex multifaceted interaction that has been challenging to disentangle in human studies, contributing to the divergence of findings across heterogeneous cohorts with differing geography, dietary preferences, and genetics. Nonetheless, this provides a complex and individualized, yet tractable, model of how the gut microbiota regulate susceptibility to MS, and potentially progression of this disease. Thus, we conclude that prophylactic or therapeutic modulation of the gut microbiome to prevent or treat MS will require a careful and personalized consideration of host genetics, baseline gut microbiota composition, and dietary inputs.
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Affiliation(s)
- Theresa L. Montgomery
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT 05405, USA
| | - Dan Peipert
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT 05405, USA
| | - Dimitry N. Krementsov
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT 05405, USA
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4
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Montgomery TL, Wang Q, Mirza A, Dwyer D, Wu Q, Dowling CA, Martens JWS, Yang J, Krementsov DN, Mao-Draayer Y. Identification of commensal gut microbiota signatures as predictors of clinical severity and disease progression in multiple sclerosis. Sci Rep 2024; 14:15292. [PMID: 38961134 PMCID: PMC11222390 DOI: 10.1038/s41598-024-64369-x] [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: 12/21/2023] [Accepted: 06/07/2024] [Indexed: 07/05/2024] Open
Abstract
Multiple sclerosis (MS) is a chronic autoimmune disease of the central nervous system and a leading cause of neurological disability in young adults. Clinical presentation and disease course are highly heterogeneous. Typically, disease progression occurs over time and is characterized by the gradual accumulation of disability. The risk of developing MS is driven by complex interactions between genetic and environmental factors, including the gut microbiome. How the commensal gut microbiota impacts disease severity and progression over time remains unknown. In a longitudinal study, disability status and associated clinical features in 58 MS patients were tracked over 4.2 ± 0.98 years, and the baseline fecal gut microbiome was characterized via 16S amplicon sequencing. Progressor status, defined as patients with an increase in Expanded Disability Status Scale (EDSS), were correlated with features of the gut microbiome to determine candidate microbiota associated with risk of MS disease progression. We found no overt differences in microbial community diversity and overall structure between MS patients exhibiting disease progression and non-progressors. However, a total of 41 bacterial species were associated with worsening disease, including a marked depletion in Akkermansia, Lachnospiraceae, and Oscillospiraceae, with an expansion of Alloprevotella, Prevotella-9, and Rhodospirillales. Analysis of the metabolic potential of the inferred metagenome from taxa associated with progression revealed enrichment in oxidative stress-inducing aerobic respiration at the expense of microbial vitamin K2 production (linked to Akkermansia), and a depletion in SCFA metabolism (linked to Oscillospiraceae). Further, as a proof of principle, statistical modeling demonstrated that microbiota composition and clinical features were sufficient to predict disease progression. Additionally, we found that constipation, a frequent gastrointestinal comorbidity among MS patients, exhibited a divergent microbial signature compared with progressor status. These results demonstrate a proof of principle for the utility of the gut microbiome for predicting disease progression in MS in a small well-defined cohort. Further, analysis of the inferred metagenome suggested that oxidative stress, vitamin K2, and SCFAs are associated with progression, warranting future functional validation and mechanistic study.
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Affiliation(s)
- Theresa L Montgomery
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, 05401, USA
| | - Qin Wang
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Ali Mirza
- Pharmacoepidemiology in Multiple Sclerosis Research Group, The University of British Columbia, Vancouver, BC, V6T 2B5, Canada
| | - Deanna Dwyer
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Qi Wu
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Catherine A Dowling
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Jacob W S Martens
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Jennifer Yang
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Dimitry N Krementsov
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, 05401, USA.
| | - Yang Mao-Draayer
- Autoimmunity Center of Excellence, University of Michigan Medical School, Ann Arbor, MI, 48109, USA.
- Autoimmunity Center of Excellence, Multiple Sclerosis Center of Excellence, Arthritis and Clinical Immunology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, 73104, USA.
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Turner TA, Lehman P, Ghimire S, Shahi SK, Mangalam A. Game of microbes: the battle within - gut microbiota and multiple sclerosis. Gut Microbes 2024; 16:2387794. [PMID: 39114974 PMCID: PMC11313001 DOI: 10.1080/19490976.2024.2387794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 06/03/2024] [Accepted: 07/30/2024] [Indexed: 08/11/2024] Open
Abstract
Multiple sclerosis (MS) is a chronic and progressive autoimmune disease of the central nervous system (CNS), with both genetic and environmental factors contributing to the pathobiology of the disease. While human leukocyte antigen (HLA) genes have emerged as the strongest genetic factor, consensus on environmental risk factors are lacking. Recently, trillions of microbes residing in our gut (microbiome) have emerged as a potential environmental factor linked with the pathobiology of MS as PwMS show gut microbial dysbiosis (altered gut microbiome). Thus, there has been a strong emphasis on understanding the factors (host and environmental) regulating the composition of the gut microbiota and the mechanism(s) through which gut microbes contribute to MS disease, especially through immune system modulation. A better understanding of these interactions will help harness the enormous potential of the gut microbiota as a therapeutic approach to treating MS.
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Affiliation(s)
- Ti-Ara Turner
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
- Iowa City VA Health Care System, Iowa City, IA, USA
| | - Peter Lehman
- Iowa City VA Health Care System, Iowa City, IA, USA
- Experimental Pathology Graduate Program, University of Iowa, Iowa City, IA, USA
| | - Sudeep Ghimire
- Iowa City VA Health Care System, Iowa City, IA, USA
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Shailesh K. Shahi
- Iowa City VA Health Care System, Iowa City, IA, USA
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
| | - Ashutosh Mangalam
- Interdisciplinary Graduate Program in Immunology, University of Iowa, Iowa City, IA, USA
- Iowa City VA Health Care System, Iowa City, IA, USA
- Experimental Pathology Graduate Program, University of Iowa, Iowa City, IA, USA
- Department of Pathology, Carver College of Medicine, University of Iowa, Iowa City, IA, USA
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Hayes CE, Astier AL, Lincoln MR. Vitamin D mechanisms of protection in multiple sclerosis. FELDMAN AND PIKE'S VITAMIN D 2024:1129-1166. [DOI: 10.1016/b978-0-323-91338-6.00051-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
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7
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Montgomery TL, Wang Q, Mirza A, Dwyer D, Wu Q, Dowling CA, Martens JW, Yang J, Krementsov DN, Mao-Draayer Y. Identification of commensal gut microbiota signatures as predictors of clinical severity and disease progression in multiple sclerosis. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2023:2023.06.26.23291875. [PMID: 37425956 PMCID: PMC10327224 DOI: 10.1101/2023.06.26.23291875] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/11/2023]
Abstract
Background Multiple sclerosis (MS) is a chronic autoimmune disease of the central nervous system and a leading cause of neurological disability in young adults. Clinical presentation and disease course are highly heterogeneous. Typically, disease progression occurs over time and is characterized by the gradual accumulation of disability. The risk of developing MS is driven by complex interactions between genetic and environmental factors, including the gut microbiome. How the commensal gut microbiota impacts disease severity and progression over time remains unknown. Methods In a longitudinal study, disability status and associated clinical features in 60 MS patients were tracked over 4.2 ± 0.97 years, and the baseline fecal gut microbiome was characterized via 16S amplicon sequencing. Progressor status, defined as patients with an increase in Expanded Disability Status Scale (EDSS), were correlated with features of the gut microbiome to determine candidate microbiota associated with risk of MS disease progression. Results We found no overt differences in microbial community diversity and overall structure between MS patients exhibiting disease progression and non-progressors. However, a total of 45 bacterial species were associated with worsening disease, including a marked depletion in Akkermansia , Lachnospiraceae, and Oscillospiraceae , with an expansion of Alloprevotella , Prevotella-9 , and Rhodospirillales . Analysis of the metabolic potential of the inferred metagenome from taxa associated with progression revealed a significant enrichment in oxidative stress-inducing aerobic respiration at the expense of microbial vitamin K 2 production (linked to Akkermansia ), and a depletion in SCFA metabolism (linked to Lachnospiraceae and Oscillospiraceae ). Further, statistical modeling demonstrated that microbiota composition and clinical features were sufficient to robustly predict disease progression. Additionally, we found that constipation, a frequent gastrointestinal comorbidity among MS patients, exhibited a divergent microbial signature compared with progressor status. Conclusions These results demonstrate the utility of the gut microbiome for predicting disease progression in MS. Further, analysis of the inferred metagenome revealed that oxidative stress, vitamin K 2 and SCFAs are associated with progression. Abstract Figure
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Goodin DS, Khankhanian P, Gourraud PA, Vince N. Multiple sclerosis: Exploring the limits and implications of genetic and environmental susceptibility. PLoS One 2023; 18:e0285599. [PMID: 37379505 PMCID: PMC10306391 DOI: 10.1371/journal.pone.0285599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 04/27/2023] [Indexed: 06/30/2023] Open
Abstract
OBJECTIVE To explore and describe the basis and implications of genetic and environmental susceptibility to multiple sclerosis (MS) using the Canadian population-based data. BACKGROUND Certain parameters of MS-epidemiology are directly observable (e.g., the recurrence-risk of MS in siblings and twins, the proportion of women among MS patients, the population-prevalence of MS, and the time-dependent changes in the sex-ratio). By contrast, other parameters can only be inferred from the observed parameters (e.g., the proportion of the population that is "genetically susceptible", the proportion of women among susceptible individuals, the probability that a susceptible individual will experience an environment "sufficient" to cause MS, and if they do, the probability that they will develop the disease). DESIGN/METHODS The "genetically susceptible" subset (G) of the population (Z) is defined to include everyone with any non-zero life-time chance of developing MS under some environmental conditions. The value for each observed and non-observed epidemiological parameter is assigned a "plausible" range. Using both a Cross-sectional Model and a Longitudinal Model, together with established parameter relationships, we explore, iteratively, trillions of potential parameter combinations and determine those combinations (i.e., solutions) that fall within the acceptable range for both the observed and non-observed parameters. RESULTS Both Models and all analyses intersect and converge to demonstrate that probability of genetic-susceptibitly, P(G), is limited to only a fraction of the population {i.e., P(G) ≤ 0.52)} and an even smaller fraction of women {i.e., P(G│F) < 0.32)}. Consequently, most individuals (particularly women) have no chance whatsoever of developing MS, regardless of their environmental exposure. However, for any susceptible individual to develop MS, requires that they also experience a "sufficient" environment. We use the Canadian data to derive, separately, the exponential response-curves for men and women that relate the increasing likelihood of developing MS to an increasing probability that a susceptible individual experiences an environment "sufficient" to cause MS. As the probability of a "sufficient" exposure increases, we define, separately, the limiting probability of developing MS in men (c) and women (d). These Canadian data strongly suggest that: (c < d ≤ 1). If so, this observation establishes both that there must be a "truly" random factor involved in MS pathogenesis and that it is this difference, rather than any difference in genetic or environmental factors, which primarily accounts for the penetrance difference between women and men. CONCLUSIONS The development of MS (in an individual) requires both that they have an appropriate genotype (which is uncommon in the population) and that they have an environmental exposure "sufficient" to cause MS given their genotype. Nevertheless, the two principal findings of this study are that: P(G) ≤ 0.52)} and: (c < d ≤ 1). Threfore, even when the necessary genetic and environmental factors, "sufficient" for MS pathogenesis, co-occur for an individual, they still may or may not develop MS. Consequently, disease pathogenesis, even in this circumstance, seems to involve an important element of chance. Moreover, the conclusion that the macroscopic process of disease development for MS includes a "truly" random element, if replicated (either for MS or for other complex diseases), provides empiric evidence that our universe is non-deterministic.
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Affiliation(s)
- Douglas S. Goodin
- Department of Neurology, San Francisco & the San Francisco VA Medical Center, University of California, San Francisco, San Francisco, California, United States of Ameirca
| | - Pouya Khankhanian
- Kaiser Permanente, Walnut Creek Medical Center, Dublin, California, United States of Ameirca
| | - Pierre-Antoine Gourraud
- Center for Neuro-Engineering and Therapeutics, University of Pennsylvania, Philadelphia, Pennsylvania, United States of Ameirca
| | - Nicolas Vince
- INSERM, Center for Research in Transplantation and Translational Immunology, UMR 1064, Nantes Université, Nantes, France
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Pitt D, Lo CH, Gauthier SA, Hickman RA, Longbrake E, Airas LM, Mao-Draayer Y, Riley C, De Jager PL, Wesley S, Boster A, Topalli I, Bagnato F, Mansoor M, Stuve O, Kister I, Pelletier D, Stathopoulos P, Dutta R, Lincoln MR. Toward Precision Phenotyping of Multiple Sclerosis. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2022; 9:9/6/e200025. [PMID: 36041861 PMCID: PMC9427000 DOI: 10.1212/nxi.0000000000200025] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Accepted: 02/07/2022] [Indexed: 11/15/2022]
Abstract
The classification of multiple sclerosis (MS) has been established by Lublin in 1996 and revised in 2013. The revision includes clinically isolated syndrome, relapsing-remitting, primary progressive and secondary progressive MS, and has added activity (i.e., formation of white matter lesions or clinical relapses) as a qualifier. This allows for the distinction between active and nonactive progression, which has been shown to be of clinical importance. We propose that a logical extension of this classification is the incorporation of additional key pathological processes, such as chronic perilesional inflammation, neuroaxonal degeneration, and remyelination. This will distinguish MS phenotypes that may present as clinically identical but are driven by different combinations of pathological processes. A more precise description of MS phenotypes will improve prognostication and personalized care as well as clinical trial design. Thus, our proposal provides an expanded framework for conceptualizing MS and for guiding development of biomarkers for monitoring activity along the main pathological axes in MS.
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Affiliation(s)
- David Pitt
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada.
| | - Chih Hung Lo
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Susan A Gauthier
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Richard A Hickman
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Erin Longbrake
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Laura M Airas
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Yang Mao-Draayer
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Claire Riley
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Philip Lawrence De Jager
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Sarah Wesley
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Aaron Boster
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Ilir Topalli
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Francesca Bagnato
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Mohammad Mansoor
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Olaf Stuve
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Ilya Kister
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Daniel Pelletier
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Panos Stathopoulos
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Ranjan Dutta
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
| | - Matthew R Lincoln
- From the Yale University (David Pitt, C.H.L., E.L., M.M., M.R.L.), New Haven; Nanyang Technological University (C.H.L.), Singapore; Weill Cornell Medicine (S.A.G.), New York; Memorial Sloan Kettering Cancer Center (R.A.H.), New York; University of Turku (L.M.A.), Finland; University of Michigan Medical School (Y.M.-D.), Ann Arbor; Columbia University Medical Center (C.R., P.L.D.J., S.W.), New York; The Boster Center for Multiple Sclerosis (A.B.), Columbus, OH; Cerneris Inc (I.T.), Wilmington, DE; Vanderbilt University Medical Center (F.B.), Nashville, TN; University of Texas Southwestern Medical Center (O.S.), Dallas; NYU Langone Medical Center (I.K.), New York; University of Southern California (Daniel Pelletier), Los Angeles; National and Kapodistrian University of Athens Medical School (P.S.), Greece; Cleveland Clinic Lerner College of Medicine (R.D.), Case Western Reserve University, OH; and University of Toronto and St. Michael's Hospital (M.L.), ON, Canada
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Christovich A, Luo XM. Gut Microbiota, Leaky Gut, and Autoimmune Diseases. Front Immunol 2022; 13:946248. [PMID: 35833129 PMCID: PMC9271567 DOI: 10.3389/fimmu.2022.946248] [Citation(s) in RCA: 80] [Impact Index Per Article: 26.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 05/30/2022] [Indexed: 12/12/2022] Open
Abstract
With the rising prevalence of autoimmune diseases, the role of the environment, specifically the gut microbiota, in disease development has grown to be a major area of study. Recent advances show a relationship and possible cause and effect between the gut microbiota and the initiation or exacerbation of autoimmune diseases. Furthermore, microbial dysbiosis and leaky gut are frequent phenomena in both human autoimmune diseases and the murine autoimmunity models. This review will focus on literature in recent years concerning the gut microbiota and leaky gut in relation to the autoimmune diseases, including systemic lupus erythematosus, type 1 diabetes, and multiple sclerosis.
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Affiliation(s)
- Anna Christovich
- Department of Biological Systems Engineering, Virginia Tech, Blacksburg, VA, United States
| | - Xin M. Luo
- Department of Biomedical Sciences and Pathobiology, Virginia Tech, Blacksburg, VA, United States
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11
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Shahi SK, Yadav M, Ghimire S, Mangalam AK. Role of the gut microbiome in multiple sclerosis: From etiology to therapeutics. INTERNATIONAL REVIEW OF NEUROBIOLOGY 2022; 167:185-215. [PMID: 36427955 DOI: 10.1016/bs.irn.2022.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/16/2023]
Abstract
Multiple sclerosis (MS) is a chronic inflammatory disease of the CNS that affects around one million people in the United States. Predisposition or protection from this disease is linked with both genetic and environmental factors. In recent years, gut microbiome has emerged as an important environmental factor in the pathobiology of MS. The gut microbiome supports various physiologic functions, including the development and maintenance of the host immune system, the perturbation of which is known as dysbiosis and has been linked with multiple diseases including MS. We and others have shown that people with MS (PwMS) have gut dysbiosis that is characterized by specific gut bacteria being enriched or depleted. Consequently, there is an emphasis on determining the mechanism(s) through which gut bacteria and/or their metabolites alter the course of MS through their ability to provide protection, predispose individuals, or promote disease progression. Improving our understanding of these mechanisms will allow us to harness the enormous potential of the gut microbiome as a diagnostic and/or therapeutic agent. In this chapter, we will discuss current advances in microbiome research in the context of MS, including a review of specific bacteria that are currently linked with this disease, potential mechanisms of disease pathogenesis, and the utility of microbiome-based therapy for PwMS.
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Affiliation(s)
- Shailesh K Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Meeta Yadav
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Sudeep Ghimire
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States
| | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States; Iowa City VA Health System, Iowa City, IA, United States.
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12
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Nath SR, Grewal P, Cho T, Mao-Draayer Y. Familial multiple sclerosis in patients with Von Hippel-Lindau disease. BMC Neurol 2022; 22:80. [PMID: 35260109 PMCID: PMC8902760 DOI: 10.1186/s12883-022-02604-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Accepted: 02/24/2022] [Indexed: 11/17/2022] Open
Abstract
Background Multiple sclerosis (MS) is a progressive autoimmune demyelinating disorder. Recent studies suggest that a combination of genetic susceptibility and environmental insult contributes to its pathogenesis. Many candidate genes have been discovered to modulate susceptibility for developing MS by genome wide association studies (GWAS); these include major histocompatibility complex (MHC) genes and non-MHC genes. MS cases in the context of genetic diseases may provide different approaches and clues towards identifying novel genes and pathways involved in MS pathogenesis. Here, we present a case series of two related patients with concomitant Von Hippel-Lindau disease (VHLD) and MS. Case presentation We present two patients, a mother (case 1) and daughter (case 2), who developed superimposed relapsing-remitting multiple sclerosis in the background of the autosomal dominant genetic disorder VHLD. Several tumors characteristic of VHLD developed in both cases with pancreatic and renal neoplasms and cerebellar hemangioblastomas. In addition, both patients developed clinical symptoms consistent with multiple sclerosis, supported by radiologic lesions disseminating in time and space. Conclusion Though non-MHC susceptibility genes remain elusive in MS, we present the striking finding of superimposed multiple sclerosis in a mother and daughter with VHLD. The VHL gene is known to be the primary regulator of Nrf2, the well-established target of the FDA-approved therapeutic dimethyl fumarate. These cases provide support for further studies to determine whether VHLD pathway related genes represent a novel genetic link in multiple sclerosis.
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Affiliation(s)
- Samir R Nath
- Medical Scientist Training Program, University of Michigan Medical School, Ann Arbor, MI, 48109, USA
| | - Prabhjot Grewal
- Department of Neurology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Thomas Cho
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, 4015 A. Alfred Taubman Biomedical Sciences Research Building 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA
| | - Yang Mao-Draayer
- Department of Neurology, Clinical Autoimmunity Center of Excellence, University of Michigan Medical School, 4015 A. Alfred Taubman Biomedical Sciences Research Building 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA. .,Graduate Program in Immunology, Program in Biomedical Sciences, University of Michigan Medical School, 4015 A. Alfred Taubman Biomedical Sciences Research Building 109 Zina Pitcher Place, Ann Arbor, MI, 48109-2200, USA.
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Noro F, Alves-Leon SV, Fontes-Dantas FL, Valle Bahia PR, Andreiuolo RF, Rueda Lopes FC, Pereira VCSR, Abi-Haila LDAA, Coutinho RA, Araujo ADD, Marchiori E. HLA-DQA1*04:01 is related to a higher multiple sclerosis lesion load on T2/Flair MRI sequences. ARQUIVOS DE NEURO-PSIQUIATRIA 2021; 79:1109-1115. [PMID: 34877984 DOI: 10.1590/0004-282x-anp-2020-0487] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Accepted: 12/23/2020] [Indexed: 11/22/2022]
Abstract
BACKGROUND The genetic predisposition to multiple sclerosis (MS) is associated with HLA alleles, especially HLA-DRB1*15:01. OBJECTIVE To identify associations between findings in magnetic resonance imaging (MRI) and genetic features in a Brazilian cohort of patients with MS. METHODS We retrospectively studied data from 95 consecutive patients with MS. Two independent observers who were blinded to the clinical data identified black holes and enhanced lesions on T1 MRI sequences, and counted and measured contrast-enhanced lesions on T2 and Flair (fluid attenuation inversion recovery) sequences. Cases were classified according to lesion size, number, and volume. The HLA-DRB1, HLA-DQB1, and HLA-DQA1 alleles, and the rs4774, rs3087456, rs6897932, rs731236, and rs1033182 single nucleotide polymorphisms were identified by polymerase chain reaction amplification with sequence-specific primers using the One Lambda Inc. Kit, Canoga Park, CA, USA. RESULTS Patients with the HLA-DQA1*04:01 allele had lesion load (adjusted for age, sex, and MS duration) above median compared with patients with other HLA-DQA1 alleles (p=0.02). There were no differences among all the other HLA alleles and single nucleotide polymorphisms and lesion load. CONCLUSIONS The correlation of the HLA-DQA1*04:01 allele with a higher lesion load on T2/Flair MRI sequences suggests that the presence of this allele is associated with the risk of greater MS severity.
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Affiliation(s)
- Fabio Noro
- Universidade Federal do Rio de Janeiro, Departamento de Radiologia, Rio de Janeiro RJ, Brazil
| | | | | | | | | | | | | | | | - Renan Amaral Coutinho
- Universidade Federal do Rio de Janeiro, Departamento de Radiologia, Rio de Janeiro RJ, Brazil
| | - Amanda Dutra de Araujo
- Universidade Federal do Rio de Janeiro, Departamento de Radiologia, Rio de Janeiro RJ, Brazil
| | - Edson Marchiori
- Universidade Federal do Rio de Janeiro, Departamento de Radiologia, Rio de Janeiro RJ, Brazil
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Shahi SK, Ali S, Jaime CM, Guseva NV, Mangalam AK. HLA Class II Polymorphisms Modulate Gut Microbiota and Experimental Autoimmune Encephalomyelitis Phenotype. Immunohorizons 2021; 5:627-646. [PMID: 34380664 PMCID: PMC8728531 DOI: 10.4049/immunohorizons.2100024] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 07/20/2021] [Indexed: 11/19/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune disease of the CNS in which the interaction between genetic and environmental factors plays an important role in disease pathogenesis. Although environmental factors account for 70% of disease risk, the exact environmental factors associated with MS are unknown. Recently, gut microbiota has emerged as a potential missing environmental factor linked with the pathobiology of MS. Yet, how genetic factors, such as HLA class II gene(s), interact with gut microbiota and influence MS is unclear. In the current study, we investigated whether HLA class II genes that regulate experimental autoimmune encephalomyelitis (EAE) and MS susceptibility also influence gut microbiota. Previously, we have shown that HLA-DR3 transgenic mice lacking endogenous mouse class II genes (AE-KO) were susceptible to myelin proteolipid protein (91-110)-induced EAE, an animal model of MS, whereas AE-KO.HLA-DQ8 transgenic mice were resistant. Surprisingly, HLA-DR3.DQ8 double transgenic mice showed higher disease prevalence and severity compared with HLA-DR3 mice. Gut microbiota analysis showed that HLA-DR3, HLA-DQ8, and HLA-DR3.DQ8 double transgenic mice microbiota are compositionally different from AE-KO mice. Within HLA class II transgenic mice, the microbiota of HLA-DQ8 mice were more similar to HLA-DR3.DQ8 than HLA-DR3. As the presence of DQ8 on an HLA-DR3 background increases disease severity, our data suggests that HLA-DQ8-specific microbiota may contribute to disease severity in HLA-DR3.DQ8 mice. Altogether, our study provides evidence that the HLA-DR and -DQ genes linked to specific gut microbiota contribute to EAE susceptibility or resistance in a transgenic animal model of MS.
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Affiliation(s)
| | - Soham Ali
- Department of Pathology, University of Iowa, Iowa City, IA
- Roy J. and Lucille A. Carver College of Medicine, University of Iowa, Iowa City, IA
| | | | | | - Ashutosh K Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA;
- Graduate Program in Immunology, University of Iowa, Iowa City, IA; and
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA
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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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Nordin J, Pettersson M, Rosenberg LH, Mathioudaki A, Karlsson Å, Murén E, Tandre K, Rönnblom L, Kastbom A, Cedergren J, Eriksson P, Söderkvist P, Lindblad-Toh K, Meadows JRS. Association of Protective HLA-A With HLA-B∗27 Positive Ankylosing Spondylitis. Front Genet 2021; 12:659042. [PMID: 34335681 PMCID: PMC8320510 DOI: 10.3389/fgene.2021.659042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Accepted: 06/09/2021] [Indexed: 11/21/2022] Open
Abstract
Objectives To further elucidate the role of the MHC in ankylosing spondylitis by typing 17 genes, searching for HLA-B∗27 independent associations and assessing the impact of sex on this male biased disease. Methods High-confidence two-field resolution genotyping was performed on 310 cases and 2196 controls using an n-1 concordance method. Protein-coding variants were called from next-generation sequencing reads using up to four software programs and the consensus result recorded. Logistic regression tests were applied to the dataset as a whole, and also in stratified sets based on sex or HLA-B∗27 status. The amino acids driving association were also examined. Results Twenty-five HLA protein-coding variants were significantly associated to disease in the population. Three novel protective associations were found in a HLA-B∗27 positive population, HLA-A∗24:02 (OR = 0.4, CI = 0.2–0.7), and HLA-A amino acids Leu95 and Gln156. We identified a key set of seven loci that were common to both sexes, and robust to change in sample size. Stratifying by sex uncovered three novel risk variants restricted to the female population (HLA-DQA1∗04.01, -DQB1∗04:02, -DRB1∗08:01; OR = 2.4–3.1). We also uncovered a set of neutral variants in the female population, which in turn conferred strong effects in the male set, highlighting how population composition can lead to the masking of true associations. Conclusion Population stratification allowed for a nuanced investigation into the tightly linked MHC region, revealing novel HLA-B∗27 signals as well as replicating previous HLA-B∗27 dependent results. This dissection of signals may help to elucidate sex biased disease predisposition and clinical progression.
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Affiliation(s)
- Jessika Nordin
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.,Science for Life Laboratory, Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
| | - Mats Pettersson
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Lina Hultin Rosenberg
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Argyri Mathioudaki
- Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Åsa Karlsson
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Eva Murén
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
| | - Karolina Tandre
- Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Lars Rönnblom
- Science for Life Laboratory, Department of Medical Sciences, Uppsala University, Uppsala, Sweden
| | - Alf Kastbom
- Department of Rheumatology, University Hospital Linköping, Linköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Jan Cedergren
- Department of Rheumatology, University Hospital Linköping, Linköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Per Eriksson
- Department of Rheumatology, University Hospital Linköping, Linköping, Sweden.,Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Peter Söderkvist
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
| | - Kerstin Lindblad-Toh
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden.,Broad Institute of MIT and Harvard, Cambridge, MA, United States
| | - Jennifer R S Meadows
- Science for Life Laboratory, Department of Medical Biochemistry and Microbiology, Uppsala University, Uppsala, Sweden
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17
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Goodin DS, Khankhanian P, Gourraud PA, Vince N. Genetic susceptibility to multiple sclerosis: interactions between conserved extended haplotypes of the MHC and other susceptibility regions. BMC Med Genomics 2021; 14:183. [PMID: 34246256 PMCID: PMC8272333 DOI: 10.1186/s12920-021-01018-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2020] [Accepted: 06/11/2021] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND To study the accumulation of MS-risk resulting from different combinations of MS-associated conserved-extended-haplotypes (CEHs) of the MHC and three non-MHC "risk-haplotypes" nearby genes EOMES, ZFP36L1, and CLEC16A. Many haplotypes are MS-associated despite having population-frequencies exceeding the percentage of genetically-susceptible individuals. The basis of this frequency-disparity requires explanation. METHODS The SNP-data from the WTCCC was phased at the MHC and three non-MHC susceptibility-regions. CEHs at the MHC were classified into five haplotype-groups: (HLA-DRB1*15:01 ~ DQB1*06:02 ~ a1)-containing (H +); extended-risk (ER); all-protective (AP); neutral (0); and the single-CEH (c1). MS-associations for different "risk-combinations" at the MHC and other non-MHC "risk-loci" and the appropriateness of additive and multiplicative risk-accumulation models were assessed. RESULTS Different combinations of "risk-haplotypes" produce a final MS-risk closer to additive rather than multiplicative risk-models but neither model was consistent. Thus, (H +)-haplotypes had greater impact when combined with (0)-haplotypes than with (H +)-haplotypes, whereas, (H +)-haplotypes had greater impact when combined with a (c1)-haplotypes than with (0)-haplotypes. Similarly, risk-genotypes (0,H +), (c1,H +), (H + ,H +) and (0,c1) were additive with risks from non-MHC risk-loci, whereas risk-genotypes (ER,H +) and (AP,c1) were unaffected. CONCLUSIONS Genetic-susceptibility to MS is essential for MS to develop but actually developing MS depends heavily upon both an individual's particular combination of "risk-haplotypes" and how these loci interact.
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Affiliation(s)
- D S Goodin
- Department of Neurology, University of California, UCSF MS Center, San Francisco 675 Nelson Rising Lane, Suite #221D, CA, 94158, San Francisco, USA.
| | - P Khankhanian
- Center for Neuro-Engineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, USA
| | - P A Gourraud
- Department of Neurology, University of California, UCSF MS Center, San Francisco 675 Nelson Rising Lane, Suite #221D, CA, 94158, San Francisco, USA
- Centre de Recherche en Transplantation Et Immunologie, UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - N Vince
- Centre de Recherche en Transplantation Et Immunologie, UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
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18
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Martin R, Sospedra M, Eiermann T, Olsson T. Multiple sclerosis: doubling down on MHC. Trends Genet 2021; 37:784-797. [PMID: 34006391 DOI: 10.1016/j.tig.2021.04.012] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/18/2021] [Accepted: 04/19/2021] [Indexed: 01/12/2023]
Abstract
Human leukocyte antigen (HLA)-encoded surface molecules present antigenic peptides to T lymphocytes and play a key role in adaptive immune responses. Besides their physiological role of defending the host against infectious pathogens, specific alleles serve as genetic risk factors for autoimmune diseases. For multiple sclerosis (MS), an autoimmune disease that affects the brain and spinal cord, an association with the HLA-DR15 haplotype was described in the early 1970s. This short opinion piece discusses the difficulties of disentangling the details of this association and recent observations about the functional involvement of not only one, but also the second gene of the HLA-DR15 haplotype. This information is not only important for understanding the pathomechanism of MS, but also for antigen-specific therapies.
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Affiliation(s)
- Roland Martin
- Neuroimmunology and Multiple Sclerosis Research, Neurology Clinic, Frauenklinikstrasse 26, 8091 Zurich, University Hospital Zurich, University Zurich, Switzerland.
| | - Mireia Sospedra
- Neuroimmunology and Multiple Sclerosis Research, Neurology Clinic, Frauenklinikstrasse 26, 8091 Zurich, University Hospital Zurich, University Zurich, Switzerland
| | - Thomas Eiermann
- Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg 20251, Germany
| | - Tomas Olsson
- Neuroimmunology Unit, Department of Clinical Neuroscience, Karolinska Institutet, 17176 Stockholm, Sweden
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19
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Goodin DS, Khankhanian P, Gourraud PA, Vince N. The nature of genetic and environmental susceptibility to multiple sclerosis. PLoS One 2021; 16:e0246157. [PMID: 33750973 PMCID: PMC7984655 DOI: 10.1371/journal.pone.0246157] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Accepted: 01/15/2021] [Indexed: 01/04/2023] Open
Abstract
OBJECTIVE To understand the nature of genetic and environmental susceptibility to multiple sclerosis (MS) and, by extension, susceptibility to other complex genetic diseases. BACKGROUND Certain basic epidemiological parameters of MS (e.g., population-prevalence of MS, recurrence-risks for MS in siblings and twins, proportion of women among MS patients, and the time-dependent changes in the sex-ratio) are well-established. In addition, more than 233 genetic-loci have now been identified as being unequivocally MS-associated, including 32 loci within the major histocompatibility complex (MHC), and one locus on the X chromosome. Despite this recent explosion in genetic associations, however, the association of MS with the HLA-DRB1*15:01~HLA-DQB1*06:02~a1 (H+) haplotype has been known for decades. DESIGN/METHODS We define the "genetically-susceptible" subset (G) to include everyone with any non-zero life-time chance of developing MS. Individuals who have no chance of developing MS, regardless of their environmental experiences, belong to the mutually exclusive "non-susceptible" subset (G-). Using these well-established epidemiological parameters, we analyze, mathematically, the implications that these observations have regarding the genetic-susceptibility to MS. In addition, we use the sex-ratio change (observed over a 35-year interval in Canada), to derive the relationship between MS-probability and an increasing likelihood of a sufficient environmental exposure. RESULTS We demonstrate that genetic-susceptibitly is confined to less than 7.3% of populations throughout Europe and North America. Consequently, more than 92.7% of individuals in these populations have no chance whatsoever of developing MS, regardless of their environmental experiences. Even among carriers of the HLA-DRB1*15:01~HLA-DQB1*06:02~a1 haplotype, far fewer than 32% can possibly be members the (G) subset. Also, despite the current preponderance of women among MS patients, women are less likely to be in the susceptible (G) subset and have a higher environmental threshold for developing MS compared to men. Nevertheless, the penetrance of MS in susceptible women is considerably greater than it is in men. Moreover, the response-curves for MS-probability in susceptible individuals increases with an increasing likelihood of a sufficient environmental exposure, especially among women. However, these environmental response-curves plateau at under 50% for women and at a significantly lower level for men. CONCLUSIONS The pathogenesis of MS requires both a genetic predisposition and a suitable environmental exposure. Nevertheless, genetic-susceptibility is rare in the population (< 7.3%) and requires specific combinations of non-additive genetic risk-factors. For example, only a minority of carriers of the HLA-DRB1*15:01~HLA-DQB1*06:02~a1 haplotype are even in the (G) subset and, thus, genetic-susceptibility to MS in these carriers must result from the combined effect this haplotype together with the effects of certain other (as yet, unidentified) genetic factors. By itself, this haplotype poses no MS-risk. By contrast, a sufficient environmental exposure (however many events are involved, whenever these events need to act, and whatever these events might be) is common, currently occurring in, at least, 76% of susceptible individuals. In addition, the fact that environmental response-curves plateau well below 50% (especially in men), indicates that disease pathogenesis is partly stochastic. By extension, other diseases, for which monozygotic-twin recurrence-risks greatly exceed the disease-prevalence (e.g., rheumatoid arthritis, diabetes, and celiac disease), must have a similar genetic basis.
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Affiliation(s)
- Douglas S. Goodin
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States of America
| | - Pouya Khankhanian
- Center for Neuro-Engineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Pierre-Antoine Gourraud
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States of America
- Centre de Recherche en Transplantation et Immunologie UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Nicolas Vince
- Centre de Recherche en Transplantation et Immunologie UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
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20
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Alves-Leon SV, Ferreira CDS, Herlinger AL, Fontes-Dantas FL, Rueda-Lopes FC, Francisco RDS, Gonçalves JPDC, de Araújo AD, Rêgo CCDS, Higa LM, Gerber AL, Guimarães APDC, de Menezes MT, de Paula Tôrres MC, Maia RA, Nogueira BMG, França LC, da Silva MM, Naurath C, Correia ASDS, Vasconcelos CCF, Tanuri A, Ferreira OC, Cardoso CC, Aguiar RS, de Vasconcelos ATR. Exome-Wide Search for Genes Associated With Central Nervous System Inflammatory Demyelinating Diseases Following CHIKV Infection: The Tip of the Iceberg. Front Genet 2021; 12:639364. [PMID: 33815474 PMCID: PMC8010313 DOI: 10.3389/fgene.2021.639364] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Accepted: 02/08/2021] [Indexed: 12/31/2022] Open
Abstract
Chikungunya virus (CHIKV) is a re-emergent arbovirus that causes a disease characterized primarily by fever, rash and severe persistent polyarthralgia, although <1% of cases develop severe neurological manifestations such as inflammatory demyelinating diseases (IDD) of the central nervous system (CNS) like acute disseminated encephalomyelitis (ADEM) and extensive transverse myelitis. Genetic factors associated with host response and disease severity are still poorly understood. In this study, we performed whole-exome sequencing (WES) to identify HLA alleles, genes and cellular pathways associated with CNS IDD clinical phenotype outcomes following CHIKV infection. The cohort includes 345 patients of which 160 were confirmed for CHIKV. Six cases presented neurological manifestation mimetizing CNS IDD. WES data analysis was performed for 12 patients, including the CNS IDD cases and 6 CHIKV patients without any neurological manifestation. We identified 29 candidate genes harboring rare, pathogenic, or probably pathogenic variants in all exomes analyzed. HLA alleles were also determined and patients who developed CNS IDD shared a common signature with diseases such as Multiple sclerosis (MS) and Neuromyelitis Optica Spectrum Disorders (NMOSD). When these genes were included in Gene Ontology analyses, pathways associated with CNS IDD syndromes were retrieved, suggesting that CHIKV-induced CNS outcomesmay share a genetic background with other neurological disorders. To our knowledge, this study was the first genome-wide investigation of genetic risk factors for CNS phenotypes in CHIKV infection. Our data suggest that HLA-DRB1 alleles associated with demyelinating diseases may also confer risk of CNS IDD outcomes in patients with CHIKV infection.
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Affiliation(s)
- Soniza Vieira Alves-Leon
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | | | - João Paulo da Costa Gonçalves
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Amanda Dutra de Araújo
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Cláudia Cecília da Silva Rêgo
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
- Department of Neurology/Reference and Research Center for Multiple Sclerosis and Other Central Nervous System Idiopathic Demyelinating Inflammatory Diseases, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Luiza Mendonça Higa
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | | | | | | | - Richard Araújo Maia
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Laise Carolina França
- Translational Neuroscience Laboratory, Rio de Janeiro State Federal University, Rio de Janeiro, Brazil
| | - Marcos Martins da Silva
- Department of Clinical Medicine, Clementino Fraga Filho University Hospital, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Christian Naurath
- Federal Hospital Cardoso Fontes, Ministry of Health, Rio de Janeiro, Brazil
| | | | | | - Amilcar Tanuri
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Orlando Costa Ferreira
- Molecular Virology Laboratory, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | | | - Renato Santana Aguiar
- Department of Genetics, Ecology and Evolution, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, Brazil
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21
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Vinoy N, Sheeja N, Kumar S, Biswas L. Class II HLA (DRB1, & DQB1) alleles and IL7R (rs6897932) variants and the risk for Multiple Sclerosis in Kerala, India. Mult Scler Relat Disord 2021; 50:102848. [PMID: 33657520 DOI: 10.1016/j.msard.2021.102848] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2020] [Revised: 02/04/2021] [Accepted: 02/17/2021] [Indexed: 10/22/2022]
Abstract
BACKGROUND Different human leukocyte antigen (HLA) variants are known to modulate the risk of multiple sclerosis. The main objective of this study was to identify HLA-DRB1 and HLA-DQB1 alleles and Non -HLA gene IL7R (rs6897932) variants associated with MS. METHODS Patients attending the MS clinic, diagnosed with Multiple Sclerosis as per Mc Donald diagnostic criteria were the subjects in the study. The association of the highly polymorphic HLA-DRB1 and HLA-DQB1 loci was determined by high resolution tissue typing and the genotyping of the IL7R (rs6897932) variants was performed by Sanger sequencing in MS patients (n = 81) and healthy individuals (n = 82). RESULTS HLA-DRB1*15:01/15:02 alleles (OR = 3.65; p< 0.0001) and HLA-DQB1*06:02 (OR=4.19, p<0.0001) were found to be positively associated while HLA-DRB1*14:04:01 (OR = 0.21; p = 0.0009) was found to be negatively associated with MS. The most significant predisposing HLA haplotype was found to be DRB1*15:01-DQB1*06:02 (OR=5.69, p<0.0001). Univariate analysis of IL7R SNP (rs6897932) showed no significant association with MS in our population whereas analysis of HLA-DRB1 alleles and IL7R (rs6897932) genotypes showed significant association between the HLA-DRB1*15:01/15:02 and the IL7R (rs6897932) CC genotype (OR = 3.58, p = 0.0002). CONCLUSION HLA-DRB1*15:01, 15:02 and DQB1*06:02 are the predisposing alleles while HLA-DRB1*14:04 is the protective allele for MS in our population.
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Affiliation(s)
- Navia Vinoy
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Ponekkara, Kochi, Kerala 682041, India
| | - Neethu Sheeja
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Ponekkara, Kochi, Kerala 682041, India
| | - Suresh Kumar
- Department of Neurology, Amrita Institute of Medical Sciences and Research Centre, Amrita Vishwa Vidyapeetham, Kochi, Kerala 682041, India.
| | - Lalitha Biswas
- Centre for Nanosciences and Molecular Medicine, Amrita Vishwa Vidyapeetham, Ponekkara, Kochi, Kerala 682041, India.
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22
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Shahi SK, Jensen SN, Murra AC, Tang N, Guo H, Gibson-Corley KN, Zhang J, Karandikar NJ, Murray JA, Mangalam AK. Human Commensal Prevotella histicola Ameliorates Disease as Effectively as Interferon-Beta in the Experimental Autoimmune Encephalomyelitis. Front Immunol 2020; 11:578648. [PMID: 33362764 PMCID: PMC7759500 DOI: 10.3389/fimmu.2020.578648] [Citation(s) in RCA: 24] [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: 06/30/2020] [Accepted: 11/04/2020] [Indexed: 12/13/2022] Open
Abstract
Gut microbiota has emerged as an important environmental factor in the pathobiology of multiple sclerosis (MS), an inflammatory demyelinating disease of the central nervous system (CNS). Both genetic and environmental factors have been shown to play an important role in MS. Among genetic factors, the human leukocyte antigen (HLA) class II allele such as HLA-DR2, DR3, DR4, DQ6, and DQ8 show the association with the MS. We have previously used transgenic mice expressing MS susceptible HLA class II allele such as HLA-DR2, DR3, DQ6, and DQ8 to validate significance of HLA alleles in MS. Although environmental factors contribute to 2/3 of MS risk, less is known about them. Gut microbiota is emerging as an imporatnt environmental factor in MS pathogenesis. We and others have shown that MS patients have distinct gut microbiota compared to healthy control (HC) with a lower abundance of Prevotella. Additionally, the abundance of Prevotella increased in patients receiving disease-modifying therapies (DMTs) such as Copaxone and/or Interferon-beta (IFNβ). We have previously identified a specific strain of Prevotella (Prevotella histicola), which can suppress experimental autoimmune encephalomyelitis (EAE) disease in HLA-DR3.DQ8 transgenic mice. Since Interferon-β-1b [IFNβ (Betaseron)] is a major DMTs used in MS patients, we hypothesized that treatment with the combination of P. histicola and IFNβ would have an additive effect on the disease suppression. We observed that treatment with P. histicola suppressed disease as effectively as IFNβ. Surprisingly, the combination of P. histicola and IFNβ was not more effective than either treatment alone. P. histicola alone or in combination with IFNβ increased the frequency and number of CD4+FoxP3+ regulatory T cells in the gut-associated lymphoid tissue (GALT). Treatment with P. histicola alone, IFNβ alone, and in the combination decreased frequency of pro-inflammatory IFN-γ and IL17-producing CD4+ T cells in the CNS. Additionally, P. histicola alone or IFNβ alone or the combination treatments decreased CNS pathology, characterized by reduced microglia and astrocytic activation. In conclusion, our study indicates that the human gut commensal P. histicola can suppress disease as effectively as commonly used MS drug IFNβ and may provide an alternative treatment option for MS patients.
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MESH Headings
- Animals
- Anti-Inflammatory Agents/pharmacology
- Astrocytes/drug effects
- Astrocytes/immunology
- Astrocytes/metabolism
- Astrocytes/microbiology
- Central Nervous System/drug effects
- Central Nervous System/immunology
- Central Nervous System/metabolism
- Central Nervous System/microbiology
- Encephalomyelitis, Autoimmune, Experimental/immunology
- Encephalomyelitis, Autoimmune, Experimental/metabolism
- Encephalomyelitis, Autoimmune, Experimental/microbiology
- Encephalomyelitis, Autoimmune, Experimental/prevention & control
- Female
- Forkhead Transcription Factors/metabolism
- Gastrointestinal Microbiome
- HLA-DQ beta-Chains/genetics
- HLA-DRB1 Chains/genetics
- Humans
- Interferon-beta/pharmacology
- Interferon-gamma/metabolism
- Interleukin-17/metabolism
- Intestines/microbiology
- Lymphoid Tissue/drug effects
- Lymphoid Tissue/immunology
- Lymphoid Tissue/metabolism
- Lymphoid Tissue/microbiology
- Male
- Mice, Transgenic
- Microglia/drug effects
- Microglia/immunology
- Microglia/metabolism
- Microglia/microbiology
- Prevotella/physiology
- T-Lymphocytes, Regulatory/drug effects
- T-Lymphocytes, Regulatory/immunology
- T-Lymphocytes, Regulatory/metabolism
- T-Lymphocytes, Regulatory/microbiology
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Affiliation(s)
- Shailesh K. Shahi
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Samantha N. Jensen
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
| | - Alexandra C. Murra
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Na Tang
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Hui Guo
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | | | - Jian Zhang
- Department of Pathology, University of Iowa, Iowa City, IA, United States
| | - Nitin J. Karandikar
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA, United States
| | - Joseph A. Murray
- Department of Immunology, Mayo Clinic, Rochester, MN, United States
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, United States
| | - Ashutosh K. Mangalam
- Department of Pathology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Immunology, University of Iowa, Iowa City, IA, United States
- Graduate Program in Molecular Medicine, University of Iowa, Iowa City, IA, United States
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23
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Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease of the central nervous system. We review the two core MS features, myelin instability, fragmentation, and remyelination failure, and dominance of pathogenic CD4+ Th17 cells over protective CD4+ Treg cells. To better understand myelin pathology, we describe myelin biosynthesis, structure, and function, then highlight stearoyl-CoA desaturase (SCD) in nervonic acid biosynthesis and nervonic acid's contribution to myelin stability. Noting that vitamin D deficiency decreases SCD in the periphery, we propose it also decreases SCD in oligodendrocytes, disrupting the nervonic acid supply and causing myelin instability and fragmentation. To better understand the distorted Th17/Treg cell balance, we summarize Th17 cell contributions to MS pathogenesis, then highlight how 1,25-dihydroxyvitamin D3 signaling from microglia to CD4+ T cells restores Treg cell dominance. This signaling rapidly increases flux through the methionine cycle, removing homocysteine, replenishing S-adenosyl-methionine, and improving epigenetic marking. Noting that DNA hypomethylation and inappropriate DRB1*1501 expression were observed in MS patient CD4+ T cells, we propose that vitamin D deficiency thwarts epigenetic downregulation of DRB1*1501 and Th17 cell signature genes, and upregulation of Treg cell signature genes, causing dysregulation within the CD4+ T cell compartment. We explain how obesity reduces vitamin D status, and how estrogen and vitamin D collaborate to promote Treg cell dominance in females. Finally, we discuss the implications of this new knowledge concerning myelin and the Th17/Treg cell balance, and advocate for efforts to address the global epidemics of obesity and vitamin D deficiency in the expectation of reducing the impact of MS.
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Affiliation(s)
- Colleen E. Hayes
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, USA
| | - James M. Ntambi
- Department of Biochemistry, College of Agricultural and Life Sciences, University of Wisconsin-Madison, 433 Babcock Drive, Madison, WI 53706, USA
- Department of Nutritional Sciences, University of Wisconsin-Madison, 1415 Linden Drive, Madison, WI 53706, USA
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Sar P, Agarwal A, Vadodariya DH, Kariya H, Khuman J, Dalai S. MHC Class II (DRB) Promoter Polymorphism and Its Role in Parasite Control among Malaria Patients. THE JOURNAL OF IMMUNOLOGY 2020; 204:943-953. [PMID: 31941654 DOI: 10.4049/jimmunol.1900558] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/20/2019] [Accepted: 12/02/2019] [Indexed: 12/17/2022]
Abstract
MHC class II (MHCII) molecules are cell surface glycoproteins that play an important role to develop adaptive immune responses. MHCII-disease association is not restricted to structural variation alone but also may extend to genetic variations, which may modulate gene expression. The observed variations in class II gene expression make it possible that the association of MHCII polymorphism with diseases may relate to the level of gene expression in addition to the restriction of response to Ag. Understanding the extent of, and the mechanisms underlying, transcription factor DNA binding variation is therefore key to elucidate the molecular determinants of complex phenotypes. In this study, we investigated whether single nucleotide polymorphisms in MHCII-DRB regulatory gene may be associated with clinical outcomes of malaria in Plasmodium-infected individuals. To this end, we conducted a case-control study to compare patients who had mild malaria with those patients who had asymptomatic Plasmodium infection. It demonstrates that GTAT haplotype exerts an increased DRB transcriptional activity, resulting in higher DRB expression and subsequently perturbed Ag presentation and T cell activation, higher TLR-mediated innate immune gene expression, and Ag clearance, so low parasitemia in comparison with haplotypes other than GTAT (GTAC, GGGT). Hence, we hypothesized that DRB gene promoter polymorphism might lead to altered DRB gene expression, which could possibly affect the TLR-triggered innate immune responses in malaria patients. These genetic findings may contribute to the understanding of the pathogenesis of malaria and will facilitate the rational vaccine design for malaria.
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Affiliation(s)
- Pranati Sar
- Institute of Science, Nirma University, Ahmedabad, India
| | | | | | - Hiral Kariya
- Institute of Science, Nirma University, Ahmedabad, India
| | | | - Sarat Dalai
- Institute of Science, Nirma University, Ahmedabad, India
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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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Zakharova MY, Belyanina TA, Sokolov AV, Kiselev IS, Mamedov AE. The Contribution of Major Histocompatibility Complex Class II Genes to an Association with Autoimmune Diseases. Acta Naturae 2019; 11:4-12. [PMID: 31993230 PMCID: PMC6977962 DOI: 10.32607/20758251-2019-11-4-4-12] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Genetic studies of patients with autoimmune diseases have shown that one of the most important roles in the developing of these diseases is played by a cluster of genes of the major histocompatibility complex (MHC), as compared with other genome areas. Information on the specific contribution of MHC alleles, mostly MHC class II ones, to the genetic predisposition to autoimmune diseases is crucial for understanding their pathogenesis. This review dwells on the most relevant aspects of this problem: namely, the correlation between carriage of certain MHC II alleles and an increased (positively associated allele) or reduced (negatively associated allele) probability of developing the most common autoimmune diseases, such as type 1 diabetes, rheumatoid arthritis, multiple sclerosis, systemic lupus erythematosus, autoimmune thyroiditis, etc. The most universal haplotypes, DR3-DQ2 and DR4-DQ8, are positively associated with many of these diseases, while the universal allele HLA-DRB1*0701 is protective.
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Affiliation(s)
- M. Yu. Zakharova
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, 117997 Russia
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
| | - T. A. Belyanina
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, 117997 Russia
| | - A. V. Sokolov
- I.M. Sechenov First Moscow State Medical University, Moscow, 119991 Russia
| | - I. S. Kiselev
- Pirogov Russian National Research Medical University, Moscow, 117997 Russia
| | - A. E. Mamedov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Russian Academy of Sciences, Moscow, 117997 Russia
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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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Hadjigeorgiou GM, Kountra PM, Koutsis G, Tsimourtou V, Siokas V, Dardioti M, Rikos D, Marogianni C, Aloizou AM, Karadima G, Ralli S, Grigoriadis N, Bogdanos D, Panas M, Dardiotis E. Replication study of GWAS risk loci in Greek multiple sclerosis patients. Neurol Sci 2018; 40:253-260. [PMID: 30361804 DOI: 10.1007/s10072-018-3617-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2018] [Accepted: 10/20/2018] [Indexed: 12/28/2022]
Abstract
OBJECTIVES To validate in an ethnically homogeneous Greek multiple sclerosis (MS) cohort, genetic risk factors for the disease, identified through a number of previous multi-ethnic genome-wide association studies (GWAS). METHODS A total of 1228 MS cases and 1014 controls were recruited in the study, from 3 MS centers in Greece. We genotyped 35 susceptibility SNPs that emerged from previous GWAS or meta-analyses of GWAS. Allele and genotype single locus regression analysis, adjusted for gender and site, was performed. Permutation testing was applied to all analyses. RESULTS Six polymorphisms reached statistical significance (permutation p value < 0.05). In particular, rs2760524 of LOC105371664, near RGS1 (permutation p value 0.001), rs3129889 of HLA-DRA, near HLA-DRB1 (permutation p value < 1.00e-04), rs1738074 of TAGAP (permutation p value 0.007), rs703842 of METTL1/CYP27B1 (permutation p value 0.008), rs9596270 of DLEU1 (permutation p value < 1.00e-04), and rs17445836 of LincRNA, near IRF8 (permutation p value 0.001) were identified as susceptibility risk factors in our group. CONCLUSION The current study replicated a number of GWAS susceptibility SNPs, which implies that some similarities between the examined Greek population and the MS genetic architecture of the GWAS populations do exist.
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Affiliation(s)
| | - Persia-Maria Kountra
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Georgios Koutsis
- Neurogenetics Unit, 1st Department of Neurology, Eginition Hospital, University of Athens, Medical School, Athens, Greece
| | - Vana Tsimourtou
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Vasileios Siokas
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Maria Dardioti
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Dimitrios Rikos
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Chrysoula Marogianni
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Athina-Maria Aloizou
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Georgia Karadima
- Neurogenetics Unit, 1st Department of Neurology, Eginition Hospital, University of Athens, Medical School, Athens, Greece
| | - Styliani Ralli
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
| | - Nikolaos Grigoriadis
- Laboratory of Experimental Neurology and Neuroimmunology, B' Department of Neurology, AHEPA University Hospital, Aristotle University of Thessaloniki, Thessaloniki, Greece
| | - Dimitrios Bogdanos
- Cellular Immunotherapy & Molecular Immunodiagnostics, Biomedical Section, Centre for Research and Technology-Hellas (CERTH), Institute for Research and Technology-Thessaly (IRETETH), Larissa, Greece
| | - Marios Panas
- Neurogenetics Unit, 1st Department of Neurology, Eginition Hospital, University of Athens, Medical School, Athens, Greece
| | - Efthimios Dardiotis
- Department of Neurology, Laboratory of Neurogenetics, University Hospital of Larissa, University of Thessaly, Larissa, Greece
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Shahbazi M, Abadi JSA, Roshandel D, Koochaki M, Amiri H, Kohansal R, Baghbanian SM, Zamani M. Combination of interleukin-10 gene promoter polymorphisms with HLA-DRB1*15 allele is associated with multiple sclerosis. Indian J Med Res 2018; 145:746-752. [PMID: 29067976 PMCID: PMC5674544 DOI: 10.4103/ijmr.ijmr_1225_15] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND & OBJECTIVES Multiple sclerosis (MS) is common in some ethnic groups. Interleukin-10 (IL-10) is a potent anti-inflammatory and immunosuppressive cytokine that may be an important regulator in MS disease pathogenesis. IL-10 promoter includes several single nucleotide polymorphisms and the level of IL-10 expression is related to these polymorphisms. Furthermore, loci within the histocompatibility regions are responsible for susceptibility to MS. The aim of this study was to investigate the association of IL-10 gene promoter polymorphisms and HLA-DRB1*15 allele frequencies with MS susceptibility in an Iranian population. METHODS In this study 336 MS patients and 454 healthy controls were included. Genomic DNA was purified from peripheral blood samples by a standard protocol. Genotyping was performed by the sequence-specific primer polymerase chain reaction method. RESULTS IL-10 -1082 G/G and IL-10 -819 C/C genotypes were more frequent in MS patients than healthy individuals. DRB1*15 allele showed a higher frequency among MS patients compared to controls. INTERPRETATION & CONCLUSIONS The IL-10 and HLA-DRB1*15 polymorphisms were associated with the susceptibility to MS in Iranian patients. Our results suggest that gene-gene interaction of IL-10 polymorphisms and HLA-DRB1*15 alleles may be important factors in the development of MS.
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Affiliation(s)
- Majid Shahbazi
- Medical Cellular and Molecular Research Center, Gorgan, Iran
| | | | | | - Maryam Koochaki
- Medical Cellular and Molecular Research Center, Gorgan, Iran
| | - Hosein Amiri
- Medical Cellular and Molecular Research Center; Department of Neurology, 5th Azar Hospital, Golestan University of Medical Sciences, Gorgan, Iran
| | - Rahim Kohansal
- Medical Cellular and Molecular Research Center; Department of Neurology, 5th Azar Hospital, Golestan University of Medical Sciences, Gorgan, Iran
| | | | - Mahdi Zamani
- Department of Neurogenetics, ian Centre of Neurological Research, Tehran, Iran
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30
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Creary LE, Mallempati KC, Gangavarapu S, Caillier SJ, Oksenberg JR, Fernández-Viňa MA. Deconstruction of HLA-DRB1*04:01:01 and HLA-DRB1*15:01:01 class II haplotypes using next-generation sequencing in European-Americans with multiple sclerosis. Mult Scler 2018; 25:772-782. [PMID: 29683085 DOI: 10.1177/1352458518770019] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
BACKGROUND The association between HLA-DRB1*15:01 with multiple sclerosis (MS) susceptibility is well established, but the contribution of the tightly associated HLA-DRB5*01:01 allele has not yet been completely ascertained. Similarly, the effects of HLA-DRB1*04:01 alleles and haplotypes, defined at the full-gene resolution level with MS risk remains to be elucidated. OBJECTIVES To characterize the molecular architecture of class II HLA-DR15 and HLA-DR4 haplotypes associated with MS. METHODS Next-generation sequencing was used to determine HLA-DQB1, HLA-DQA1, and HLA-DRB1/4/5 alleles in 1403 unrelated European-American patients and 1425 healthy unrelated controls. Effect sizes of HLA alleles and haplotypes on MS risk were measured by odds ratio (OR) with 95% confidence intervals. RESULTS HLA-DRB1*15:01:01:01SG (OR = 3.20, p < 2.2E-16), HLA-DRB5*01:01:01 (OR = 2.96, p < 2.2E-16), and HLA-DRB5*01:01:01v1_STR1 (OR = 8.18, p = 4.3E-05) alleles all occurred at significantly higher frequencies in MS patients compared to controls. The most significant predis-posing haplotypes were HLA-DQB1*06:02:01~ HLA-DQA1*01:02:01:01SG~HLA-DRB1*15:01:01:01SG~HLA-DRB5*01:01:01 and HLA-DQB1*06:02:01~HLA-DQA1*01:02:01:01SG~HLA-DRB1*15:01:01:01SG~HLA-DRB5*01:01:01v1_STR1 (OR = 3.19, p < 2.2E-16; OR = 9.30, p = 9.7E-05, respectively). Analyses of the HLA-DRB1*04 cohort in the absence of HLA-DRB1*15:01 haplotypes revealed that the HLA-DQB1*03:01:01:01~HLA-DQA1*03:03:01:01~HLA-DRB1*04:01:01:01SG~HLA-DRB4*01:03:01:01 haplotype was protective (OR = 0.64, p = 0.028), whereas the HLA-DQB1*03:02:01~HLA-DQA1*03:01:01~HLA-DRB1*04:01:01:01SG~HLA-DRB4*01:03:01:01 haplotype was associated with MS susceptibility (OR = 1.66, p = 4.9E-03). CONCLUSION HLA-DR15 haplotypes, including genomic variants of HLA-DRB5, and HLA-DR4 haplotypes affect MS risk.
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Affiliation(s)
- Lisa E Creary
- Department of Pathology, Stanford University School of Medicine, Palo Alto, CA, USA
| | - Kalyan C Mallempati
- Histocompatibility, Immunogenetics and Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, USA
| | - Sridevi Gangavarapu
- Histocompatibility, Immunogenetics and Disease Profiling Laboratory, Stanford Blood Center, Palo Alto, CA, USA
| | - Stacy J Caillier
- Department of Neurology, University of California, San Francisco, CA, USA
| | - Jorge R Oksenberg
- Department of Neurology, University of California, San Francisco, CA, USA
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Human Gut-Derived Commensal Bacteria Suppress CNS Inflammatory and Demyelinating Disease. Cell Rep 2018; 20:1269-1277. [PMID: 28793252 DOI: 10.1016/j.celrep.2017.07.031] [Citation(s) in RCA: 198] [Impact Index Per Article: 28.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Revised: 05/05/2017] [Accepted: 07/13/2017] [Indexed: 12/30/2022] Open
Abstract
The human gut is colonized by a large number of microorganisms (∼1013 bacteria) that support various physiologic functions. A perturbation in the healthy gut microbiome might lead to the development of inflammatory diseases, such as multiple sclerosis (MS). Therefore, gut commensals might provide promising therapeutic options for treating MS and other diseases. We report the identification of human gut-derived commensal bacteria, Prevotella histicola, which can suppress experimental autoimmune encephalomyelitis (EAE) in a human leukocyte antigen (HLA) class II transgenic mouse model. P. histicola suppresses disease through the modulation of systemic immune responses. P. histicola challenge led to a decrease in pro-inflammatory Th1 and Th17 cells and an increase in the frequencies of CD4+FoxP3+ regulatory T cells, tolerogenic dendritic cells, and suppressive macrophages. Our study provides evidence that the administration of gut commensals may regulate a systemic immune response and may, therefore, have a possible role in treatment strategies for MS.
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Čierny D, Lehotský J, Kantorová E, Sivák Š, Javor J, Kurča E, Dobrota D, Michalik J. The HLA-DRB1 and HLA-DQB1 alleles are associated with multiple sclerosis disability progression in Slovak population. Neurol Res 2018; 40:607-614. [PMID: 29619906 DOI: 10.1080/01616412.2018.1456711] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
OBJECTIVE The aim of our present study was to analyse the association of HLA-DRB1 and -DQB1 alleles and genotypes with Multiple Sclerosis (MS) disability progression in a cohort of Central European Slovak population. METHODS The allele and genotype variants were analyzed in 282 non-related MS patients. Rate of disease disability progression was evaluated using EDSS score in the 5th, 7th, 10th, and 15th year of disease duration, time to reach EDSS score 3 and 5, and MSSS score. Genotyping was performed by polymerase chain reaction with sequence-specific primers. RESULTS We found that carriers of homozygous genotype for alleles DRB1*15 and DQB1*03 reached EDSS score 3 significantly earlier than non-carriers of these alleles (p = 0.0172; p = 0.00183, respectively). Genotype DQB1*03/03 carriage was also associated with significantly reduced time to reach EDSS score 5 (p = 0.00316). Lower EDSS score in the 5th year of disease duration was found in carriers of DRB1*07 allele (p cor = 0.028). When MSSS score was used, genotype DRB1*15/15 was found to be less frequent in slow progressing MS patients, when compared to MS patients with mid-rate and rapid disease disability progression (p cor = 0.0305). DISCUSSION We showed for the first time that HLA-DRB1 and -DQB1 genotypes are genetic markers associated with disability progression in Slovak MS patients. Genotypes DRB1*15/15 and DQB1*03/*03 were identified as short-term clinical negative prognostic factors, while allele DRB1*07 carriage appeared to be a positive prognostic marker of better MS outcome.
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Affiliation(s)
- Daniel Čierny
- a Jessenius Faculty of Medicine, Department of Clinical Biochemistry , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic
| | - Ján Lehotský
- b Jessenius Faculty of Medicine in Martin, Department of Medical Biochemistry and BioMed , Comenius University in Bratislava , Martin , Slovak Republic
| | - Ema Kantorová
- c Jessenius Faculty of Medicine, Clinic of Neurology , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic
| | - Štefan Sivák
- c Jessenius Faculty of Medicine, Clinic of Neurology , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic
| | - Juraj Javor
- d Faculty of Medicine, Institute of Immunology , Comenius University in Bratislava , Bratislava , Slovak Republic
| | - Egon Kurča
- c Jessenius Faculty of Medicine, Clinic of Neurology , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic
| | - Dušan Dobrota
- a Jessenius Faculty of Medicine, Department of Clinical Biochemistry , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic.,b Jessenius Faculty of Medicine in Martin, Department of Medical Biochemistry and BioMed , Comenius University in Bratislava , Martin , Slovak Republic
| | - Jozef Michalik
- c Jessenius Faculty of Medicine, Clinic of Neurology , Comenius University in Bratislava and University Hospital Martin , Martin , Slovak Republic
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Misra MK, Damotte V, Hollenbach JA. The immunogenetics of neurological disease. Immunology 2018; 153:399-414. [PMID: 29159928 PMCID: PMC5838423 DOI: 10.1111/imm.12869] [Citation(s) in RCA: 44] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Revised: 11/09/2017] [Accepted: 11/14/2017] [Indexed: 12/18/2022] Open
Abstract
Genes encoding antigen-presenting molecules within the human major histocompatibility complex (MHC) account for the highest component of genetic risk for many neurological diseases, such as multiple sclerosis, neuromyelitis optica, Parkinson's disease, Alzheimer's disease, schizophrenia, myasthenia gravis and amyotrophic lateral sclerosis. Myriad genetic, immunological and environmental factors may contribute to an individual's susceptibility to neurological disease. Here, we review and discuss the decades long research on the influence of genetic variation at the MHC locus and the role of immunogenetic killer cell immunoglobulin-like receptor (KIR) loci in neurological diseases, including multiple sclerosis, neuromyelitis optica, Parkinson's disease, Alzheimer's disease, schizophrenia, myasthenia gravis and amyotrophic lateral sclerosis. The findings of immunogenetic association studies are consistent with a polygenic model of inheritance in the heterogeneous and multifactorial nature of complex traits in various neurological diseases. Future investigation is highly recommended to evaluate both coding and non-coding variation in immunogenetic loci using high-throughput high-resolution next-generation sequencing technologies in diverse ethnic groups to fully appreciate their role in neurological diseases.
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Affiliation(s)
- Maneesh K. Misra
- Department of NeurologySan Francisco School of MedicineUniversity of CaliforniaSan FranciscoCAUSA
| | - Vincent Damotte
- Department of NeurologySan Francisco School of MedicineUniversity of CaliforniaSan FranciscoCAUSA
| | - Jill A. Hollenbach
- Department of NeurologySan Francisco School of MedicineUniversity of CaliforniaSan FranciscoCAUSA
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Goodin DS, Khankhanian P, Gourraud PA, Vince N. Highly conserved extended haplotypes of the major histocompatibility complex and their relationship to multiple sclerosis susceptibility. PLoS One 2018; 13:e0190043. [PMID: 29438392 PMCID: PMC5810982 DOI: 10.1371/journal.pone.0190043] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2017] [Accepted: 12/07/2017] [Indexed: 12/03/2022] Open
Abstract
Objective To determine the relationship between highly-conserved extended-haplotypes (CEHs) in the major histocompatibility complex (MHC) and MS-susceptibility. Background Among the ~200 MS-susceptibility regions, which are known from genome-wide analyses of single nucleotide polymorphisms (SNPs), the MHC accounts for roughly a third of the currently explained variance and the strongest MS-associations are for certain Class II alleles (e.g., HLA-DRB1*15:01; HLA-DRB1*03:01; and HLA-DRB1*13:03), which frequently reside on CEHs within the MHC. Design/Methods Autosomal SNPs (441,547) from 11,376 MS cases and 18,872 controls in the WTCCC dataset were phased. The most significant MS associated SNP haplotype was composed of 11 SNPs in the MHC Class II region surrounding the HLA-DRB1 gene. We also phased alleles at the HLA-A, HLA-C, HLA-B, HLA-DRB1, and HLA-DQB1 loci. This data was used to probe the relationship between CEHs and MS susceptibility. Results We phased a total of 59,884 extended haplotypes (HLA-A, HLA-C, HLA-B, HLA-DRB1, HLA-DQB1 and SNP haplotypes) from 29,942 individuals. Of these, 10,078 unique extended haplotypes were identified. The 10 most common CEHs accounted for 22% (13,302) of the total. By contrast, the 8,446 least common extended haplotypes also accounted for approximately 20% (12,298) of the total. This extreme frequency-disparity among extended haplotypes necessarily complicates interpretation of reported disease-associations with specific HLA alleles. In particular, the HLA motif HLA-DRB1*15:01~HLA-DQB1*06:02 is strongly associated with MS risk. Nevertheless, although this motif is almost always found on the a1 SNP haplotype, it can rarely be found on others (e.g., a27 and a36), and, in these cases, it seems to have no apparent disease-association (OR = 0.7; CI = 0.3–1.3 and OR = 0.7; CI = 0.2–2.2, respectively). Furthermore, single copy carriers of the a1 SNP-haplotype without this HLA motif still have an increased disease risk (OR = 2.2; CI = 1.2–3.8). In addition, even among the set of CEHs, which carry the Class II motif of HLA-DRB1*15:01~HLA-DQB1*06:02~a1, different CEHs have differing strengths in their MS-associations. Conclusions The MHC in diverse human populations consists, primarily, of a very small collection of very highly-selected CEHs. Our findings suggest that the MS-association with the HLA-DRB1*15:01~HLA-DQB1*06:02 haplotype may be due primarily to the combined attributes of the CEHs on which this particular HLA-motif often resides.
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Affiliation(s)
- Douglas S. Goodin
- Department of Neurology, University of California, San Francisco, CA, United States of America
- * E-mail:
| | - Pouya Khankhanian
- Center for Neuro-engineering and Therapeutics, University of Pennsylvania, Philadelphia, PA, United States of America
| | - Pierre-Antoine Gourraud
- Department of Neurology, University of California, San Francisco, CA, United States of America
- Centre de Recherche en Transplantation et Immunologie UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
| | - Nicolas Vince
- Centre de Recherche en Transplantation et Immunologie UMR 1064, INSERM, Université de Nantes, Nantes, France
- Institut de Transplantation Urologie Néphrologie (ITUN), CHU Nantes, Nantes, France
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Al Jumah M, Kojan S, Al Shehri AM, Al Balwi M, Al Abdulkarim I, Masuadi EM, Alhaidan Y, Alabdulrahman A, Fakhoury HM, Hajeer AH. HLA class II polymorphism in Saudi patients with multiple sclerosis. HLA 2017; 91:17-22. [PMID: 29131543 DOI: 10.1111/tan.13173] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Revised: 10/18/2017] [Accepted: 11/07/2017] [Indexed: 01/23/2023]
Abstract
Several studies have investigated the association of different HLA antigens with multiple sclerosis (MS). However, only few studies have considered the association of high-resolution HLA type and MS with none yet from Saudi Arabia. The aim of this study was to investigate the association of HLA class II alleles with MS in the Saudi population. We used next-generation sequencing to investigate HLA association with MS. This study was conducted at King Abdulaziz Medical City in Riyadh, Saudi Arabia. We found that several HLA-DRB1 and DQB1 alleles were associated with MS. These alleles included HLA-DRB1*15:01 (odds ratio [OR]: 3.01; 95%, confidence interval [CI]: 1.68-5.54; P = .0001), HLA-DQB1*02:01 (OR: 1.76; 95% CI: 1.20-2.58; P = .0022), HLA-DQB1*06:02 (OR: 3.52; 95% CI: 1.87-6.86; P < .0001), and HLA-DQB1*06:03 (OR: 2.42; 95% CI: 1.16-5.25; P = 0.01). Interestingly, HLA-DRB1*15:01 was associated with increased risk of previous relapses. In addition, HLA-DRB1*15:01 and HLA-DQB1*06:02 were found to be associated with lower vitamin D levels. This study provides insights on the association of different HLA alleles with clinical characteristics and outcome of MS among Saudis. These insights can have future implications for the clinical management of MS based on the patient genetic profile.
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Affiliation(s)
- M Al Jumah
- Department of Neurology, King Abdulaziz Medical City, National Guard Hospital, Riyadh, Saudi Arabia.,Population Genetics, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - S Kojan
- Department of Neurology, King Abdulaziz Medical City, National Guard Hospital, Riyadh, Saudi Arabia
| | - A M Al Shehri
- Department of Neurology, King Abdulaziz Medical City, National Guard Hospital, Riyadh, Saudi Arabia
| | - M Al Balwi
- Population Genetics, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - I Al Abdulkarim
- Population Genetics, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - E M Masuadi
- Research Unit, Department of Medical Education, College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Y Alhaidan
- Population Genetics, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - A Alabdulrahman
- Population Genetics, King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - H M Fakhoury
- Department of Biochemistry and Molecular Biology, College of Medicine, Alfaisal University, Riyadh, Saudi Arabia
| | - A H Hajeer
- College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
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Lorefice L, Fenu G, Sardu C, Frau J, Coghe G, Costa G, Schirru L, Secci MA, Sechi V, Barracciu MA, Marrosu MG, Cocco E. Multiple sclerosis and HLA genotypes: A possible influence on brain atrophy. Mult Scler 2017; 25:23-30. [PMID: 29111883 DOI: 10.1177/1352458517739989] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
BACKGROUND The strongest genetic determinant for multiple sclerosis (MS) is located at the human leukocyte antigen (HLA) class II DRB1 and DQB1 loci. OBJECTIVES To investigate the possible role of predisposing HLA genotypes in determining brain atrophy. METHODS HLA genotypes were categorized as high risk (two predisposing haplotypes) or medium/low risk (one or no predisposing haplotypes). Patients underwent a brain magnetic resonance imaging (MRI) study and volumes of white matter (WM), gray matter (GM), and whole brain (WB) were estimated with SIENAX. Longitudinal atrophy was also assessed with SIENA. RESULTS The study included 240 MS patients. In 51/240 (21%) subjects, a high-risk HLA genotype was observed, while medium- and low-risk HLA genotypes were 109/240 (45%) and 80/240 (34%), respectively. Multiple regression analysis found that the high-risk HLA genotype was associated with significant reduction in WB ( p = 0.02) and GM ( p = 0.03) volumes compared with the medium-/low-risk HLA genotypes, independently from MS clinical features. The longitudinal study included 60 patients and showed a brain volume loss of -0.79% in high-risk HLA genotype group versus -0.56% in low-risk HLA genotype. CONCLUSION Our results suggest an influence of HLA genotype on WB and GM atrophy. Further investigations are necessary to confirm these findings.
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Affiliation(s)
- Lorena Lorefice
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Giuseppe Fenu
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Claudia Sardu
- Unit of Epidemiology, Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Jessica Frau
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Giancarlo Coghe
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Gianna Costa
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Lucia Schirru
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Maria Antonietta Secci
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Vincenzo Sechi
- Radiology Unit, Binaghi Hospital, ATS Sardegna, Cagliari, Italy
| | | | - Maria Giovanna Marrosu
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Multiple Sclerosis Center, Binaghi Hospital, ATS Sardegna, Cagliari, Italy/Department of Medical Science and Public Health, University of Cagliari, Cagliari, Italy
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Isobe N, Keshavan A, Gourraud PA, Zhu AH, Datta E, Schlaeger R, Caillier SJ, Santaniello A, Lizée A, Himmelstein DS, Baranzini SE, Hollenbach J, Cree BAC, Hauser SL, Oksenberg JR, Henry RG. Association of HLA Genetic Risk Burden With Disease Phenotypes in Multiple Sclerosis. JAMA Neurol 2017; 73:795-802. [PMID: 27244296 DOI: 10.1001/jamaneurol.2016.0980] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
IMPORTANCE Although multiple HLA alleles associated with multiple sclerosis (MS) risk have been identified, genotype-phenotype studies in the HLA region remain scarce and inconclusive. OBJECTIVES To investigate whether MS risk-associated HLA alleles also affect disease phenotypes. DESIGN, SETTING, AND PARTICIPANTS A cross-sectional, case-control study comprising 652 patients with MS who had comprehensive phenotypic information and 455 individuals of European origin serving as controls was conducted at a single academic research site. Patients evaluated at the Multiple Sclerosis Center at University of California, San Francisco between July 2004 and September 2005 were invited to participate. Spinal cord imaging in the data set was acquired between July 2013 and March 2014; analysis was performed between December 2014 and December 2015. MAIN OUTCOMES AND MEASURES Cumulative HLA genetic burden (HLAGB) calculated using the most updated MS-associated HLA alleles vs clinical and magnetic resonance imaging outcomes, including age at onset, disease severity, conversion time from clinically isolated syndrome to clinically definite MS, fractions of cortical and subcortical gray matter and cerebral white matter, brain lesion volume, spinal cord gray and white matter areas, upper cervical cord area, and the ratio of gray matter to the upper cervical cord area. Multivariate modeling was applied separately for each sex data set. RESULTS Of the 652 patients with MS, 586 had no missing genetic data and were included in the HLAGB analysis. In these 586 patients (404 women [68.9%]; mean [SD] age at disease onset, 33.6 [9.4] years), HLAGB was higher than in controls (median [IQR], 0.7 [0-1.4] and 0 [-0.3 to 0.5], respectively; P = 1.8 × 10-27). A total of 619 (95.8%) had relapsing-onset MS and 27 (4.2%) had progressive-onset MS. No significant difference was observed between relapsing-onset MS and primary progressive MS. A higher HLAGB was associated with younger age at onset and the atrophy of subcortical gray matter fraction in women with relapsing-onset MS (standard β = -1.20 × 10-1; P = 1.7 × 10-2 and standard β = -1.67 × 10-1; P = 2.3 × 10-4, respectively), which were driven mainly by the HLA-DRB1*15:01 haplotype. In addition, we observed the distinct role of the HLA-A*24:02-B*07:02-DRB1*15:01 haplotype among the other common DRB1*15:01 haplotypes and a nominally protective effect of HLA-B*44:02 to the subcortical gray atrophy (standard β = -1.28 × 10-1; P = 5.1 × 10-3 and standard β = 9.52 × 10-2; P = 3.6 × 10-2, respectively). CONCLUSIONS AND RELEVANCE We confirm and extend previous observations linking HLA MS susceptibility alleles with disease progression and specific clinical and magnetic resonance imaging phenotypic traits.
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Affiliation(s)
- Noriko Isobe
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Anisha Keshavan
- Department of Neurology, School of Medicine, University of California, San Francisco
| | | | - Alyssa H Zhu
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Esha Datta
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Regina Schlaeger
- Department of Neurology, School of Medicine, University of California, San Francisco2Department of Neurology, University Hospital Basel, University of Basel, Basel, Switzerland
| | - Stacy J Caillier
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Adam Santaniello
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Antoine Lizée
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Daniel S Himmelstein
- Department of Neurology, School of Medicine, University of California, San Francisco3Biological and Medical Informatics, University of California, San Francisco
| | - Sergio E Baranzini
- Department of Neurology, School of Medicine, University of California, San Francisco3Biological and Medical Informatics, University of California, San Francisco
| | - Jill Hollenbach
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Bruce A C Cree
- Department of Neurology, School of Medicine, University of California, San Francisco
| | - Stephen L Hauser
- Department of Neurology, School of Medicine, University of California, San Francisco4Institute of Human Genetics, University of California, San Francisco
| | - Jorge R Oksenberg
- Department of Neurology, School of Medicine, University of California, San Francisco4Institute of Human Genetics, University of California, San Francisco
| | - Roland G Henry
- Department of Neurology, School of Medicine, University of California, San Francisco5Bioengineering Graduate Group, University of California, San Francisco and Berkeley6Department of Radiology and Biomedical Imaging, University of California, San Francisc
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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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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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Jiang T, Li L, Wang Y, Zhao C, Yang J, Ma D, Guan Y, Zhao D, Bao Y, Wang Y, Yang J. The Association Between Genetic Polymorphism rs703842 in CYP27B1 and Multiple Sclerosis: A Meta-Analysis. Medicine (Baltimore) 2016; 95:e3612. [PMID: 27175669 PMCID: PMC4902511 DOI: 10.1097/md.0000000000003612] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Multiple sclerosis (MS) is the most frequent nontraumatic disabling neurological disease among young adults. Previous studies have examined the association of rs703842 in CYP27B1 with MS susceptibility, with inconsistent results reported.The objective of this study is to conduct a systematic literature search and perform meta-analyses to examine whether rs703842 is associated with MS risk.We searched potential literature in PubMed, Cochrane Library, Embase, Google Scholar, Web of Science, and HuGE by using the following inclusion criteria: studies were on human subjects; the studies were case-control studies; studies included subjects who had MS and those who did not have MS; and the studies provided genotype data for rs703842 for subjects who had and did not have MS, or provided odds ratios (ORs) and the 95% confidence intervals (CIs) for assessing the association of rs703842 with MS, or provided sufficient data for the calculation of OR and the 95% CI. We used random-effects models to calculate the OR as a measure of association. We used I to assess between-study heterogeneity, and a funnel plot and Egger test to assess publication bias.Seven studies published since 2008 met the eligibility criteria and were included in the meta-analyses. We found that the C allele was significantly associated with reduced MS susceptibility (OR = 0.88, 95% CI: 0.80-0.89; P < 0.0001). We also found significant association of rs703842 with MS risk using a dominant and a recessive model (both P < 0.0002). Our results remain unchanged if our meta-analysis was limited to studies that included only Caucasian participants (OR = 0.85, 95% CI: 0.80-0.90; P < 0.0001).Our study has several limitations: The sample size is limited; We were unable to control for some important confounding factors as data for individual participant were not available; and Most of the included studies focus on MS risk in Caucasian. As a result, we could not perform meta-analysis for assessing the relationship in other ethnic groups.In summary, we found that the genetic variant rs703842 in CYP27B1 is associated with MS risk in Caucasians. More studies with larger sample size that control for important confounding factors are needed to validate the findings from this study.
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Affiliation(s)
- Tao Jiang
- From the Department of Neurology (TJ, JY), Laizhou People's Hospital, Laizhou, Shandong; Department of Critical Care and Emergency Medicine (LL), The Affiliated Hospital of Hainan Medical University, Haikou, Hainan; Emergency Department (LL), Shengjing Hospital of China Medical University, Shenyang, Liaoning; Department of Neurosurgery (YW, DM), Huashan Hospital, Fudan University, Shanghai, China; Brain Tumor Center (CZ), Cancer and Blood Diseases Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA; Department of Neurosurgery (YG, DZ, YB, YW), The First Hospital of China Medical University, Shenyang, Liaoning; Rush Alzheimer's Disease Center (JY); and Department of Neurological Sciences (JY), Rush University Medical Center, Chicago, IL, USA
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Goodin DS. The nature of genetic susceptibility to multiple sclerosis: constraining the possibilities. BMC Neurol 2016; 16:56. [PMID: 27117889 PMCID: PMC4847201 DOI: 10.1186/s12883-016-0575-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2015] [Accepted: 04/14/2016] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Epidemiological observations regarding certain population-wide parameters (e.g., disease-prevalence, recurrence-risk in relatives, gender predilections, and the distribution of common genetic-variants) place important constraints on the possibilities for the genetic-basis underlying susceptibility to multiple sclerosis (MS). METHODS Using very broad range-estimates for the different population-wide epidemiological parameters, a mathematical model can help elucidate the nature and the magnitude of these constraints. RESULTS For MS no more than 8.5 % of the population can possibly be in the "genetically-susceptible" subset (defined as having a life-time MS-probability at least as high as the overall population average). Indeed, the expected MS-probability for this subset is more than 12 times that for every other person of the population who is not in this subset. Moreover, provided that those genetically susceptible persons (genotypes), who carry the well-established MS susceptibility allele (DRB1*1501), are equally or more likely to get MS than those susceptible persons, who don't carry this allele, then at least 84 % of MS-cases must come from this "genetically susceptible" subset. Finally, because men, compared to women, are at least as likely (and possibly more likely) to be susceptible, it can be demonstrated that women are more responsive to the environmental factors that are involved in MS-pathogenesis (whatever these are) and, thus, susceptible women are more likely actually to develop MS than susceptible men. Finally, in contrast to genetic susceptibility, more than 70 % of men (and likely also women) must have an environmental experience (including all of the necessary factors), which is sufficient to produce MS in a susceptible individual. CONCLUSIONS As a result, because of these constraints, it is possible to distinguish two classes of persons, indicating either that MS can be caused by two fundamentally different pathophysiological mechanisms or that the large majority of the population is at no risk of the developing this disease regardless of their environmental experience. Moreover, although environmental-factors would play a critical role in both mechanisms (if both exist), there is no reason to expect that these factors are the same (or even similar) between the two.
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Affiliation(s)
- Douglas S Goodin
- Department of Neurology, UCSF MS Center, University of California, San Francisco, 675 Nelson Rising Lane, Suite #221D, San Francisco, CA, 94158, USA.
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Michalik J, Čierny D, Kantorová E, Kantárová D, Juraj J, Párnická Z, Kurča E, Dobrota D, Lehotský J. The association of HLA-DRB1 and HLA-DQB1 alleles with genetic susceptibility to multiple sclerosis in the Slovak population. Neurol Res 2016; 37:1060-7. [DOI: 10.1080/01616412.2015.1115212] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Affiliation(s)
- Jozef Michalik
- Clinic of Neurology, Jessenius Faculty of Medicine and University Hospital in Martin, Comenius University in Bratislava, Martin, Slovakia
- Department of Medical Biochemistry, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Daniel Čierny
- Department of Medical Biochemistry, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Ema Kantorová
- Clinic of Neurology, Jessenius Faculty of Medicine and University Hospital in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Daniela Kantárová
- I. internal clinic, Jessenius Faculty of Medicine and University Hospital in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Javor Juraj
- Institute of Immunology, Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia
| | - Zuzana Párnická
- Institute of Immunology, Faculty of Medicine, Comenius University in Bratislava, Bratislava, Slovakia
| | - Egon Kurča
- Clinic of Neurology, Jessenius Faculty of Medicine and University Hospital in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Dušan Dobrota
- Department of Medical Biochemistry, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
| | - Ján Lehotský
- Department of Medical Biochemistry, Jessenius Faculty of Medicine in Martin, Comenius University in Bratislava, Martin, Slovakia
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Moutsianas L, Jostins L, Beecham AH, Dilthey AT, Xifara DK, Ban M, Shah TS, Patsopoulos NA, Alfredsson L, Anderson CA, Attfield KE, Baranzini SE, Barrett J, Binder TMC, Booth D, Buck D, Celius EG, Cotsapas C, D'Alfonso S, Dendrou CA, Donnelly P, Dubois B, Fontaine B, Fugger L, Goris A, Gourraud PA, Graetz C, Hemmer B, Hillert J, Kockum I, Leslie S, Lill CM, Martinelli-Boneschi F, Oksenberg JR, Olsson T, Oturai A, Saarela J, Søndergaard HB, Spurkland A, Taylor B, Winkelmann J, Zipp F, Haines JL, Pericak-Vance MA, Spencer CCA, Stewart G, Hafler DA, Ivinson AJ, Harbo HF, Hauser SL, De Jager PL, Compston A, McCauley JL, Sawcer S, McVean G. Class II HLA interactions modulate genetic risk for multiple sclerosis. Nat Genet 2015; 47:1107-1113. [PMID: 26343388 PMCID: PMC4874245 DOI: 10.1038/ng.3395] [Citation(s) in RCA: 258] [Impact Index Per Article: 25.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2015] [Accepted: 08/12/2015] [Indexed: 01/01/2023]
Abstract
Association studies have greatly refined the understanding of how variation within the human leukocyte antigen (HLA) genes influences risk of multiple sclerosis. However, the extent to which major effects are modulated by interactions is poorly characterized. We analyzed high-density SNP data on 17,465 cases and 30,385 controls from 11 cohorts of European ancestry, in combination with imputation of classical HLA alleles, to build a high-resolution map of HLA genetic risk and assess the evidence for interactions involving classical HLA alleles. Among new and previously identified class II risk alleles (HLA-DRB1*15:01, HLA-DRB1*13:03, HLA-DRB1*03:01, HLA-DRB1*08:01 and HLA-DQB1*03:02) and class I protective alleles (HLA-A*02:01, HLA-B*44:02, HLA-B*38:01 and HLA-B*55:01), we find evidence for two interactions involving pairs of class II alleles: HLA-DQA1*01:01-HLA-DRB1*15:01 and HLA-DQB1*03:01-HLA-DQB1*03:02. We find no evidence for interactions between classical HLA alleles and non-HLA risk-associated variants and estimate a minimal effect of polygenic epistasis in modulating major risk alleles.
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Affiliation(s)
- Loukas Moutsianas
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Luke Jostins
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Ashley H Beecham
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, Florida, USA
| | | | - Dionysia K Xifara
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Maria Ban
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Tejas S Shah
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Nikolaos A Patsopoulos
- Program in Translational NeuroPsychiatric Genomics, Ann Romney Center for Neurologic Diseases, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine, Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of Harvard University and MIT, Cambridge, Massachusetts, USA
| | - Lars Alfredsson
- Institute of Environmental Medicine (IMM), Karolinska Institutet, Stockholm, Sweden
| | - Carl A Anderson
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Katherine E Attfield
- Medical Research Council (MRC) Human Immunology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Sergio E Baranzini
- Department of Neurology, University of California, San Francisco, Sandler Neurosciences Center, San Francisco, California, USA
| | - Jeffrey Barrett
- Wellcome Trust Sanger Institute, Wellcome Trust Genome Campus, Hinxton, UK
| | - Thomas M C Binder
- HLA Laboratory, Department of Transfusion Medicine, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - David Booth
- Westmead Millennium Institute, University of Sydney, Sydney, New South Wales, Australia
| | - Dorothea Buck
- Department of Neurology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
| | - Elisabeth G Celius
- Department of Neurology, Oslo University Hospital, Ullevål, Oslo, Norway
| | - Chris Cotsapas
- Program in Medical and Population Genetics, Broad Institute of Harvard University and MIT, Cambridge, Massachusetts, USA
- Department of Neurology and Immunobiology, Yale University School of Medicine, New Haven, Connecticut, USA
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Sandra D'Alfonso
- Interdisciplinary Research Center of Autoimmune Diseases (IRCAD), Department of Health Sciences, University of Eastern Piedmont, Novara, Italy
| | - Calliope A Dendrou
- Nuffield Department of Clinical Neurosciences, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - Peter Donnelly
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Bénédicte Dubois
- Department of Neurosciences, Laboratory for Neuroimmunology, KU Leuven, Leuven, Belgium
| | - Bertrand Fontaine
- INSERM, Université Pierre et Marie Curie, CNRS, Assistance Publique-Hôpitaux de Paris (AP-HP), Département des Maladies du Système Nerveux and UMRS 1127-7225, Institut Cerveau Moelle Spinal Cord and Brain Institute, Pitié-Salpêtrière, Paris, France
| | - Lars Fugger
- Medical Research Council (MRC) Human Immunology Unit, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
- Nuffield Department of Clinical Neurosciences, Weatherall Institute of Molecular Medicine, John Radcliffe Hospital, University of Oxford, Oxford, UK
| | - An Goris
- Department of Neurosciences, Laboratory for Neuroimmunology, KU Leuven, Leuven, Belgium
| | - Pierre-Antoine Gourraud
- Department of Neurology, University of California, San Francisco, Sandler Neurosciences Center, San Francisco, California, USA
| | - Christiane Graetz
- Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn2), Johannes Gutenberg University-Medical Center, Mainz, Germany
| | - Bernhard Hemmer
- Department of Neurology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- German Competence Network Multiple Sclerosis (KKNMS), Munich, Germany
| | - Jan Hillert
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Stephen Leslie
- Murdoch Childrens Research Institute, Royal Children's Hospital, Parkville, Melbourne, Victoria, Australia
- Department of Mathematics and Statistics, University of Melbourne, Parkville, Melbourne, Victoria, Australia
| | - Christina M Lill
- Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn2), Johannes Gutenberg University-Medical Center, Mainz, Germany
- Platform for Genome Analytics, Institutes of Neurogenetics and Integrative and Experimental Genomics, University of Lübeck, Lübeck, Germany
| | - Filippo Martinelli-Boneschi
- Laboratory of Genetics of Neurological Complex Disorders, Institute of Experimental Neurology (INSPE), Division of Neuroscience, San Raffaele Scientific Institute, Milan, Italy
- Department of Neurology, Institute of Experimental Neurology (INSPE), Division of Neuroscience, San Raffaele Scientific Institute, Milan, Italy
| | - Jorge R Oksenberg
- Department of Neurology, University of California, San Francisco, Sandler Neurosciences Center, San Francisco, California, USA
| | - Tomas Olsson
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Annette Oturai
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Copenhagen, Denmark
| | - Janna Saarela
- Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Helle Bach Søndergaard
- Department of Neurology, Danish Multiple Sclerosis Center, Copenhagen University Hospital, Copenhagen, Denmark
| | - Anne Spurkland
- Institute of Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Bruce Taylor
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, Tasmania, Australia
| | - Juliane Winkelmann
- Department of Neurology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany
- Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
- Institut für Humangenetik, Technische Universität München, Munich, Germany
- Institut für Humangenetik, Helmholtz Zentrum München, Munich, Germany
- Department of Neurology and Neurological Sciences, Center for Sleep Sciences and Medicine, Stanford University, Stanford, California, USA
| | - Frauke Zipp
- Focus Program Translational Neuroscience (FTN), Rhine Main Neuroscience Network (rmn2), Johannes Gutenberg University-Medical Center, Mainz, Germany
| | - Jonathan L Haines
- Center for Human Genetics Research, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Margaret A Pericak-Vance
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, Florida, USA
| | - Chris C A Spencer
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
| | - Graeme Stewart
- Westmead Millennium Institute, University of Sydney, Sydney, New South Wales, Australia
| | - David A Hafler
- Program in Medical and Population Genetics, Broad Institute of Harvard University and MIT, Cambridge, Massachusetts, USA
- Department of Neurology and Immunobiology, Yale University School of Medicine, New Haven, Connecticut, USA
- Broad Institute of Harvard University and MIT, Cambridge, Massachusetts, USA
| | - Adrian J Ivinson
- Harvard NeuroDiscovery Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Hanne F Harbo
- Department of Neurology, Oslo University Hospital, Ullevål, Oslo, Norway
- University of Oslo, Oslo, Norway
| | - Stephen L Hauser
- Department of Neurology, University of California, San Francisco, Sandler Neurosciences Center, San Francisco, California, USA
| | - Philip L De Jager
- Program in Translational NeuroPsychiatric Genomics, Ann Romney Center for Neurologic Diseases, Department of Neurology, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine, Division of Genetics, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Harvard Medical School, Boston, Massachusetts, USA
- Program in Medical and Population Genetics, Broad Institute of Harvard University and MIT, Cambridge, Massachusetts, USA
| | - Alastair Compston
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Jacob L McCauley
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, Florida, USA
| | - Stephen Sawcer
- Department of Clinical Neurosciences, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK
| | - Gil McVean
- Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK
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Croxford AL, Spath S, Becher B. GM-CSF in Neuroinflammation: Licensing Myeloid Cells for Tissue Damage. Trends Immunol 2015; 36:651-662. [DOI: 10.1016/j.it.2015.08.004] [Citation(s) in RCA: 97] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2015] [Revised: 08/10/2015] [Accepted: 08/12/2015] [Indexed: 12/23/2022]
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Abstract
Gene expression is a process of DNA sequence reading into protein synthesis. In cases of problems in DNA repair/apoptosis mechanisms, cells accumulate genomic abnormalities and pass them through generations of cells. The accumulation of mutations causes diseases and even tumors. In addition to cancer, many other neurologic conditions have been associated with genetic mutations. Some trials are testing patients with epigenetic treatments. Epigenetic therapy must be used with caution because epigenetic processes and changes happen constantly in normal cells, giving rise to drug off-target effects. Scientists are making progress in specifically targeting abnormal cells with minimal damage to normal ones.
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Affiliation(s)
- Marina Lipkin Vasquez
- Molecular Biology Laboratory, Instituto Estadual do Cérebro Paulo Niemeyer (IECPN), Rua do Resende 156, 2nd Floor, Centro, Rio de Janeiro CEP 20231-092, Brazil.
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47
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Khankhanian P, Gourraud PA, Lizee A, Goodin DS. Haplotype-based approach to known MS-associated regions increases the amount of explained risk. J Med Genet 2015; 52:587-94. [PMID: 26185143 PMCID: PMC4552900 DOI: 10.1136/jmedgenet-2015-103071] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2015] [Accepted: 05/07/2015] [Indexed: 11/18/2022]
Abstract
Genome-wide association studies (GWAS), using single nucleotide polymorphisms (SNPs), have yielded 110 non-human leucocyte antigen genomic regions that are associated with multiple sclerosis (MS). Despite this large number of associations, however, only 28% of MS-heritability can currently be explained. Here we compare the use of multi-SNP-haplotypes to the use of single-SNPs as alternative methods to describe MS genetic risk. SNP-haplotypes (of various lengths from 1 up to 15 contiguous SNPs) were constructed at each of the 110 previously identified, MS-associated, genomic regions. Even after correcting for the larger number of statistical comparisons made when using the haplotype-method, in 32 of the regions, the SNP-haplotype based model was markedly more significant than the single-SNP based model. By contrast, in no region was the single-SNP based model similarly more significant than the SNP-haplotype based model. Moreover, when we included the 932 MS-associated SNP-haplotypes (that we identified from 102 regions) as independent variables into a logistic linear model, the amount of MS-heritability, as assessed by Nagelkerke's R-squared, was 38%, which was considerably better than 29%, which was obtained by using only single-SNPs. This study demonstrates that SNP-haplotypes can be used to fine-map the genetic associations within regions of interest previously identified by single-SNP GWAS. Moreover, the amount of the MS genetic risk explained by the SNP-haplotype associations in the 110 MS-associated genomic regions was considerably greater when using SNP-haplotypes than when using single-SNPs. Also, the use of SNP-haplotypes can lead to the discovery of new regions of interest, which have not been identified by a single-SNP GWAS.
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Affiliation(s)
- Pouya Khankhanian
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA UCSF MS Center, University of California, San Francisco, San Francisco, California, USA
| | - Pierre-Antoine Gourraud
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA UCSF MS Center, University of California, San Francisco, San Francisco, California, USA
| | - Antoine Lizee
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA UCSF MS Center, University of California, San Francisco, San Francisco, California, USA
| | - Douglas S Goodin
- Department of Neurology, University of California, San Francisco, San Francisco, California, USA UCSF MS Center, University of California, San Francisco, San Francisco, California, USA
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48
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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: 249] [Impact Index Per Article: 24.9] [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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49
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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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50
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Mangalam AK, Luo N, Luckey D, Papke L, Hubbard A, Wussow A, Smart M, Giri S, Rodriguez M, David C. Absence of IFN-γ increases brain pathology in experimental autoimmune encephalomyelitis-susceptible DRB1*0301.DQ8 HLA transgenic mice through secretion of proinflammatory cytokine IL-17 and induction of pathogenic monocytes/microglia into the central nervous system. THE JOURNAL OF IMMUNOLOGY 2014; 193:4859-70. [PMID: 25339670 DOI: 10.4049/jimmunol.1302008] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
Multiple sclerosis is an inflammatory, demyelinating disease of the CNS of presumed autoimmune origin. Of all the genetic factors linked with multiple sclerosis, MHC class II molecules have the strongest association. Generation of HLA class II transgenic (Tg) mice has helped to elucidate the role of HLA class II genes in chronic inflammatory and demyelinating diseases. We have shown that the human HLA-DRB1*0301 gene predisposes to proteolipid protein (PLP)-induced experimental autoimmune encephalomyelitis (EAE), whereas HLA-DQβ1*0601 (DQ6) was resistant. We also showed that the DQ6 molecule protects from EAE in DRB1*0301.DQ6 double-Tg mice by producing anti-inflammatory IFN-γ. HLA-DQβ1*0302 (DQ8) Tg mice were also resistant to PLP(91-110)-induced EAE, but production of proinflammatory IL-17 exacerbated disease in DRB1*0301.DQ8 mice. To further confirm the role of IFN-γ in protection, we generated DRB1*0301.DQ8 mice lacking IFN-γ (DRB1*0301.DQ8.IFN-γ(-/-)). Immunization with PLP(91-110) peptide caused atypical EAE in DRB1*0301.DQ8.IFN-γ(-/-) mice characterized by ataxia, spasticity, and dystonia, hallmarks of brain-specific disease. Severe brain-specific inflammation and demyelination in DRB1*0301.DQ8.IFN-γ(-/-) mice with minimal spinal cord pathology further confirmed brain-specific pathology. Atypical EAE in DRB1*0301.DQ8.IFN-γ(-/-) mice was associated with increased encephalitogenicity of CD4 T cells and their ability to produce greater levels of IL-17 and GM-CSF compared with DRB1*0301.DQ8 mice. Further, areas with demyelination showed increased presence of CD68(+) inflammatory cells, suggesting an important role for monocytes/microglia in causing brain pathology. Thus, our study supports a protective role for IFN-γ in the demyelination of brain through downregulation of IL-17/GM-CSF and induction of neuroprotective factors in the brain by monocytes/microglial cells.
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Affiliation(s)
- Ashutosh K Mangalam
- Department of Immunology, Mayo Clinic, Rochester, MN 55905; Department of Neurology, Mayo Clinic, Rochester, MN 55905; and
| | - Ningling Luo
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
| | - David Luckey
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
| | - Louisa Papke
- Department of Neurology, Mayo Clinic, Rochester, MN 55905; and
| | - Alyssa Hubbard
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
| | - Arika Wussow
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
| | - Michele Smart
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
| | - Shailendra Giri
- Department of Neurology, Henry Ford Health System, Detroit, MI 48202
| | - Moses Rodriguez
- Department of Immunology, Mayo Clinic, Rochester, MN 55905; Department of Neurology, Mayo Clinic, Rochester, MN 55905; and
| | - Chella David
- Department of Immunology, Mayo Clinic, Rochester, MN 55905
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