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Behr M, Kumbier K, Cordova-Palomera A, Aguirre M, Ronen O, Ye C, Ashley E, Butte AJ, Arnaout R, Brown B, Priest J, Yu B. Learning epistatic polygenic phenotypes with Boolean interactions. PLoS One 2024; 19:e0298906. [PMID: 38625909 PMCID: PMC11020961 DOI: 10.1371/journal.pone.0298906] [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: 01/26/2023] [Accepted: 01/31/2024] [Indexed: 04/18/2024] Open
Abstract
Detecting epistatic drivers of human phenotypes is a considerable challenge. Traditional approaches use regression to sequentially test multiplicative interaction terms involving pairs of genetic variants. For higher-order interactions and genome-wide large-scale data, this strategy is computationally intractable. Moreover, multiplicative terms used in regression modeling may not capture the form of biological interactions. Building on the Predictability, Computability, Stability (PCS) framework, we introduce the epiTree pipeline to extract higher-order interactions from genomic data using tree-based models. The epiTree pipeline first selects a set of variants derived from tissue-specific estimates of gene expression. Next, it uses iterative random forests (iRF) to search training data for candidate Boolean interactions (pairwise and higher-order). We derive significance tests for interactions, based on a stabilized likelihood ratio test, by simulating Boolean tree-structured null (no epistasis) and alternative (epistasis) distributions on hold-out test data. Finally, our pipeline computes PCS epistasis p-values that probabilisticly quantify improvement in prediction accuracy via bootstrap sampling on the test set. We validate the epiTree pipeline in two case studies using data from the UK Biobank: predicting red hair and multiple sclerosis (MS). In the case of predicting red hair, epiTree recovers known epistatic interactions surrounding MC1R and novel interactions, representing non-linearities not captured by logistic regression models. In the case of predicting MS, a more complex phenotype than red hair, epiTree rankings prioritize novel interactions surrounding HLA-DRB1, a variant previously associated with MS in several populations. Taken together, these results highlight the potential for epiTree rankings to help reduce the design space for follow up experiments.
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Affiliation(s)
- Merle Behr
- Faculty of Informatics and Data Science, University of Regensburg, Regensburg, Germany
| | - Karl Kumbier
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA, United States of America
| | | | - Matthew Aguirre
- Department of Pediatrics, Stanford Medicine, Stanford, CA, United States of America
- Department of Biomedical Data Science, Stanford Medicine, Stanford, CA, United States of America
| | - Omer Ronen
- Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America
| | - Chengzhong Ye
- Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America
| | - Euan Ashley
- Division of Cardiovascular Medicine, Stanford Medicine, Stanford, CA, United States of America
| | - Atul J. Butte
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America
| | - Rima Arnaout
- Bakar Computational Health Sciences Institute, University of California, San Francisco, San Francisco, CA, United States of America
- Division of Cardiology, Department of Medicine, University of California, San Francisco, San Francisco, CA, United States of America
| | - Ben Brown
- Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America
- Biosciences Area, Lawrence Berkeley National Laboratory, Berkeley, CA, United States of America
| | - James Priest
- Department of Pediatrics, Stanford Medicine, Stanford, CA, United States of America
| | - Bin Yu
- Department of Statistics, University of California at Berkeley, Berkeley, CA, United States of America
- Department of Electrical Engineering and Computer Sciences and Center for Computational Biology, University of California at Berkeley, Berkeley, CA, United States of America
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2
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Stezin A, Pal PK. Treatable Ataxias: How to Find the Needle in the Haystack? J Mov Disord 2022; 15:206-226. [PMID: 36065614 DOI: 10.14802/jmd.22069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Accepted: 07/05/2022] [Indexed: 11/24/2022] Open
Abstract
Treatable ataxias are a group of ataxic disorders with specific treatments. These disorders include genetic and metabolic disorders, immune-mediated ataxic disorders, and ataxic disorders associated with infectious and parainfectious etiology, vascular causes, toxins and chemicals, and endocrinopathies. This review provides a comprehensive overview of different treatable ataxias. The major metabolic and genetic treatable ataxic disorders include ataxia with vitamin E deficiency, abetalipoproteinemia, cerebrotendinous xanthomatosis, Niemann-Pick disease type C, autosomal recessive cerebellar ataxia due to coenzyme Q10 deficiency, glucose transporter type 1 deficiency, and episodic ataxia type 2. The treatment of these disorders includes the replacement of deficient cofactors and vitamins, dietary modifications, and other specific treatments. Treatable ataxias with immune-mediated etiologies include gluten ataxia, anti-glutamic acid decarboxylase antibody-associated ataxia, steroid-responsive encephalopathy associated with autoimmune thyroiditis, Miller-Fisher syndrome, multiple sclerosis, and paraneoplastic cerebellar degeneration. Although dietary modification with a gluten-free diet is adequate in gluten ataxia, other autoimmune ataxias are managed by short-course steroids, plasma exchange, or immunomodulation. For autoimmune ataxias secondary to malignancy, treatment of tumor can reduce ataxic symptoms. Chronic alcohol consumption, antiepileptics, anticancer drugs, exposure to insecticides, heavy metals, and recreational drugs are potentially avoidable and treatable causes of ataxia. Infective and parainfectious causes of cerebellar ataxias include acute cerebellitis, postinfectious ataxia, Whipple's disease, meningoencephalitis, and progressive multifocal leukoencephalopathy. These disorders are treated with steroids and antibiotics. Recognizing treatable disorders is of paramount importance when dealing with ataxias given that early treatment can prevent permanent neurological sequelae.
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Affiliation(s)
- Albert Stezin
- Department of Neurology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India.,Centre for Brain Research, Indian Institute of Science, Bengaluru, India
| | - Pramod Kumar Pal
- Department of Neurology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, India
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3
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McGill MM, Richman AR, Boyd JR, Sabikunnahar B, Lahue KG, Montgomery TL, Caldwell S, Varnum S, Frietze S, Krementsov DN. p38 MAP Kinase Signaling in Microglia Plays a Sex-Specific Protective Role in CNS Autoimmunity and Regulates Microglial Transcriptional States. Front Immunol 2021; 12:715311. [PMID: 34707603 PMCID: PMC8542909 DOI: 10.3389/fimmu.2021.715311] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 09/17/2021] [Indexed: 11/13/2022] Open
Abstract
Multiple sclerosis (MS) is an autoimmune demyelinating disease of the central nervous system, representing the leading cause of non-traumatic neurologic disease in young adults. This disease is three times more common in women, yet more severe in men, but the mechanisms underlying these sex differences remain largely unknown. MS is initiated by autoreactive T helper cells, but CNS-resident and CNS-infiltrating myeloid cells are the key proximal effector cells regulating disease pathology. We have previously shown that genetic ablation of p38α MAP kinase broadly in the myeloid lineage is protective in the autoimmune model of MS, experimental autoimmune encephalomyelitis (EAE), but only in females, and not males. To precisely define the mechanisms responsible, we used multiple genetic approaches and bone marrow chimeras to ablate p38α in microglial cells, peripheral myeloid cells, or both. Deletion of p38α in both cell types recapitulated the previous sex difference, with reduced EAE severity in females. Unexpectedly, deletion of p38α in the periphery was protective in both sexes. In contrast, deletion of p38α in microglia exacerbated EAE in males only, revealing opposing roles of p38α in microglia vs. periphery. Bulk transcriptional profiling revealed that p38α regulated the expression of distinct gene modules in male vs. female microglia. Single-cell transcriptional analysis of WT and p38α-deficient microglia isolated from the inflamed CNS revealed a diversity of complex microglial states, connected by distinct convergent transcriptional trajectories. In males, microglial p38α deficiency resulted in enhanced transition from homeostatic to disease-associated microglial states, with the downregulation of regulatory genes such as Atf3, Rgs1, Socs3, and Btg2, and increased expression of inflammatory genes such as Cd74, Trem2, and MHC class I and II genes. In females, the effect of p38α deficiency was divergent, exhibiting a unique transcriptional profile that included an upregulation of tissue protective genes, and a small subset of inflammatory genes that were also upregulated in males. Taken together, these results reveal a p38α-dependent sex-specific molecular pathway in microglia that is protective in CNS autoimmunity in males, suggesting that autoimmunity in males and females is driven by distinct cellular and molecular pathways, thus suggesting design of future sex-specific therapeutic approaches.
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Affiliation(s)
- Mahalia M McGill
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Alyssa R Richman
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Joseph R Boyd
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Bristy Sabikunnahar
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Karolyn G Lahue
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Theresa L Montgomery
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Sydney Caldwell
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Stella Varnum
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Seth Frietze
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
| | - Dimitry N Krementsov
- Department of Biomedical and Health Sciences, University of Vermont, Burlington, VT, United States
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4
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Pavelek Z, Novotny M, Soucek O, Krejsek J, Sobisek L, Sejkorova I, Masopust J, Kuca K, Valis M, Klimova B, Stourac P. Multiple sclerosis and immune system biomarkers: Novel comparison in glatiramer acetate and interferon beta-1a-treated patient groups. Mult Scler Relat Disord 2021; 53:103082. [PMID: 34166982 DOI: 10.1016/j.msard.2021.103082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2021] [Revised: 05/31/2021] [Accepted: 06/09/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Multiple sclerosis (MS) is a chronic, demyelinating disease of the central nervous system (CNS). T cells and B lymphocytes are involved in the development of this disease. METHODS The following biomarkers were determined in peripheral blood in 28 patients treated with glatiramer acetate (GA) and 21 patients treated with interferon beta 1-a (IFN): IL-10, BAFF, Mx1, IgG, IgG1, IgG2, IgG3 and IgG4 (at baseline and after 6 months of treatment). All participants had confirmed MS diagnosis. OBJECTIVES The primary objective is to assess a percentual change of biomarkers after 6 months since the first-line treatment initiation with GA or IFN. The secondary objective is to explore correlations between the baseline biomarkers' values (levels). RESULTS A positive trend was observed in the increase in IL-10 concentration by 30.33 % (IFN) and by 15.65 % (GA). In the IFN group, we observed a statistically significant increase in the BAFF protein concentration by 29.9% (P < 0.001). We found that Mx1 protein levels did not change with the administration of GA, which can be explained by the different mechanisms of action of GA. The serum levels of IgG immunoglobulins and both IgG1 and IgG4 subclasses in both groups of patients were increased. Thus, our data were in accordance with the generally accepted assumption that both IFN and GA are capable of modulating the B cell system. CONCLUSIONS Our results suggest that treatment with IFN and GA has a more pronounced influence on the B cell system of MS.
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Affiliation(s)
- Zbysek Pavelek
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic.
| | - Michal Novotny
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Ondrej Soucek
- Department of Clinical Immunology and Allergology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jan Krejsek
- Department of Clinical Immunology and Allergology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Lukas Sobisek
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Ilona Sejkorova
- Department of Clinical Immunology and Allergology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Jiri Masopust
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Kamil Kuca
- Department of Chemistry, University of Hradec Kralove, Faculty of Science, Hradec Kralove, Czech Republic
| | - Martin Valis
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Blanka Klimova
- Department of Neurology, Charles University, Faculty of Medicine and University Hospital Hradec Kralove, Hradec Kralove, Czech Republic
| | - Pavel Stourac
- Department of Neurology, Masaryk University, Faculty of Medicine and University Brno, Brno, Czech Republic
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5
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Jazireian P, Sasani ST, Assarzadegan F, Azimian M. TRAILR1 (rs20576) and GRIA3 (rs12557782) are not associated with interferon-β response in multiple sclerosis patients. Mol Biol Rep 2020; 47:9659-9665. [PMID: 33269432 DOI: 10.1007/s11033-020-06026-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 11/19/2020] [Indexed: 12/15/2022]
Abstract
Multiple sclerosis (MS) is an autoimmune-type inflammatory disorder in human central nervous system. Recombinant interferon beta (IFN-β) decreases the number of relapses and postpones disability progression in MS. However, up to 50% of patients treated with interferon beta continue experiencing relapses and/or worsening disability. Single nucleotide polymorphisms in different genes have been known to show significant associations with response to IFN-β in MS patients. In the present work, we examined the potential role of TRAILR1 and GRIA3 genes polymorphisms on response to IFN-β therapy in Iranian MS patients. The DNA was extracted from blood samples by standard procedures from 73 patients diagnosed with Multiple Sclerosis that were either responded to IFN-β or did not. We carried out RFLP -PCR and tetra-primer ARMS-PCR methods to study of rs20576 and rs12557782, respectively. All results were analyzed using the SPSS software. TRAILR1 rs20576 genotype frequencies in responders and non-responders were similar (χ2 = 0.26, P = 0.87, Fisher, s Exact test). Our results showed that response to IFN-β has not association with sex (p = 0.73). Also, genotypic frequencies of GRIA3 rs12557782 had no significant differences between two groups of female population (χ2 = 3.75, p = 0.15). Furthermore, it had not been any statistical differences between responder and non-responder males (χ2 = 0.7, p = 0.4) related to the SNP. Our results analysis revealed no significant association between the studied SNPs (TRAILR1 rs20576 and GRIA3rs 12,557,782) and response to IFN-β in Iranian MS patients.
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Affiliation(s)
- Parham Jazireian
- Department of Biology, University Campus 2, University of Guilan, Rasht, Iran
| | | | - Farhad Assarzadegan
- Department of Neurology, Imam Hossein Hospital, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mojtaba Azimian
- Rofeydeh Rehabilitation Center, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
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6
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Nakatsuka N, Patterson N, Patsopoulos NA, Altemose N, Tandon A, Beecham AH, McCauley JL, Isobe N, Hauser S, De Jager PL, Hafler DA, Oksenberg JR, Reich D. Two genetic variants explain the association of European ancestry with multiple sclerosis risk in African-Americans. Sci Rep 2020; 10:16902. [PMID: 33037294 PMCID: PMC7547691 DOI: 10.1038/s41598-020-74035-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Accepted: 09/24/2020] [Indexed: 12/31/2022] Open
Abstract
Epidemiological studies have suggested differences in the rate of multiple sclerosis (MS) in individuals of European ancestry compared to African ancestry, motivating genetic scans to identify variants that could contribute to such patterns. In a whole-genome scan in 899 African-American cases and 1155 African-American controls, we confirm that African-Americans who inherit segments of the genome of European ancestry at a chromosome 1 locus are at increased risk for MS [logarithm of odds (LOD) = 9.8], although the signal weakens when adding an additional 406 cases, reflecting heterogeneity in the two sets of cases [logarithm of odds (LOD) = 2.7]. The association in the 899 individuals can be fully explained by two variants previously associated with MS in European ancestry individuals. These variants tag a MS susceptibility haplotype associated with decreased CD58 gene expression (odds ratio of 1.37; frequency of 84% in Europeans and 22% in West Africans for the tagging variant) as well as another haplotype near the FCRL3 gene (odds ratio of 1.07; frequency of 49% in Europeans and 8% in West Africans). Controlling for all other genetic and environmental factors, the two variants predict a 1.44-fold higher rate of MS in European-Americans compared to African-Americans.
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Affiliation(s)
- Nathan Nakatsuka
- Department of Genetics, Harvard Medical School, New Research Building, Boston, MA, 02115, USA. .,Harvard-MIT Division of Health Sciences and Technology, Harvard Medical School, Boston, MA, 02115, USA.
| | - Nick Patterson
- Department of Human Evolutionary Biology, Harvard University, 16 Divinity Ave., Cambridge, MA, 02138, USA.,Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA
| | - Nikolaos A Patsopoulos
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA.,Systems Biology and Computer Science Program, Department of Neurology, Ann Romney Center for Neurological Diseases, Brigham & Women's Hospital, Boston, MA, 02115, USA.,Division of Genetics, Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, 02115, USA
| | - Nicolas Altemose
- Department of Bioengineering, University of California Berkeley, San Francisco, Berkeley, CA, 94720, USA
| | - Arti Tandon
- Department of Genetics, Harvard Medical School, New Research Building, Boston, MA, 02115, USA.,Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA
| | - Ashley H Beecham
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA
| | - Jacob L McCauley
- John P. Hussman Institute for Human Genomics, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA.,Dr. John T. Macdonald Foundation Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, 33136, USA
| | - Noriko Isobe
- Department of Neurology, University of California San Francisco School of Medicine, San Francisco, CA, 94158, USA.,Department of Neurology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Fukuoka, 812-8582, Japan
| | - Stephen Hauser
- Department of Neurology, University of California San Francisco School of Medicine, San Francisco, CA, 94158, USA
| | - Philip L De Jager
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA.,Department of Neurology, Center for Translational & Computational Neuroimmunology, Columbia University Irving Medical Center, New York, NY, 10032, USA
| | - David A Hafler
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA.,Departments of Neurology and Immunobiology, Yale School of Medicine, New Haven, CT, 06520, USA
| | - Jorge R Oksenberg
- Department of Neurology, University of California San Francisco School of Medicine, San Francisco, CA, 94158, USA
| | - David Reich
- Department of Genetics, Harvard Medical School, New Research Building, Boston, MA, 02115, USA. .,Department of Human Evolutionary Biology, Harvard University, 16 Divinity Ave., Cambridge, MA, 02138, USA. .,Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, 02141, USA. .,Howard Hughes Medical Institute, Harvard Medical School, Boston, MA, 02115, USA.
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7
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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: 0.3] [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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8
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Ogawa K, Okuno T, Hosomichi K, Hosokawa A, Hirata J, Suzuki K, Sakaue S, Kinoshita M, Asano Y, Miyamoto K, Inoue I, Kusunoki S, Okada Y, Mochizuki H. Next-generation sequencing identifies contribution of both class I and II HLA genes on susceptibility of multiple sclerosis in Japanese. J Neuroinflammation 2019; 16:162. [PMID: 31382992 PMCID: PMC6683481 DOI: 10.1186/s12974-019-1551-z] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Accepted: 07/22/2019] [Indexed: 12/13/2022] Open
Abstract
Background The spectrum of classical and non-classical HLA genes related to the risk of multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) in the Japanese population has not been studied in detail. We conducted a case-control analysis of classical and non-classical HLA genes. Methods We used next-generation sequencing (NGS)-based HLA genotyping methods for mapping risk for 45 MS patients, 31 NMOSD patients, and 429 healthy controls. We evaluated the association of the HLA variants with the risk of MS and NMOSD using logistic regression analysis and Fisher’s exact test. Results We confirmed that HLA-DRB1*15:01 showed the strongest association with MS (P = 2.1 × 10−5; odds ratio [OR] = 3.44, 95% confidence interval [95% CI] = 1.95–6.07). Stepwise conditional analysis identified HLA-DRB1*04:05, HLA-B*39:01, and HLA-B*15:01 as being associated with independent MS susceptibility (PConditional < 8.3 × 10−4). With respect to amino acid polymorphisms in HLA genes, we found that phenylalanine at HLA-DQβ1 position 9 had the strongest effect on MS susceptibility (P = 3.7 × 10−8, OR = 3.48, 95% CI = 2.23–5.43). MS risk at HLA-DQβ1 Phe9 was independent of HLA-DRB1*15:01 (PConditional = 1.5 × 10−5, OR = 2.91, 95% CI = 1.79–4.72), while HLA-DRB1*15:01 was just significant when conditioned on HLA-DQβ1 Phe9 (PConditional = 0.037). Regarding a case-control analysis for NMOSD, HLA-DQA1*05:03 had a significant association with NMOSD (P = 1.5 × 10−4, OR = 6.96, 95% CI = 2.55–19.0). Conclusions We identified HLA variants associated with the risk of MS and NMOSD. Our study contributes to the understanding of the genetic architecture of MS and NMOSD in the Japanese population. Electronic supplementary material The online version of this article (10.1186/s12974-019-1551-z) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Kotaro Ogawa
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan.,Department of Neurology, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan
| | - Tatsusada Okuno
- Department of Neurology, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan
| | - Kazuyoshi Hosomichi
- Department of Bioinformatics and Genomics Graduate School of Advanced Preventive Medical Sciences, Kanazawa University, Kanazawa, 920-8640, Japan
| | - Akiko Hosokawa
- Department of Neurology, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan.,Department of Neurology, Suita Municipal Hospital, Suita, 564-8567, Japan
| | - Jun Hirata
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan.,Pharmaceutical Discovery Research Laboratories, Teijin Pharma Limited, Hino, 191-8512, Japan
| | - Ken Suzuki
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan
| | - Saori Sakaue
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan
| | - Makoto Kinoshita
- Department of Neurology, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan
| | - Yoshihiro Asano
- Department of Cardiovascular Medicine, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan
| | - Katsuichi Miyamoto
- Department of Neurology, Kindai University Faculty of Medicine, Osaka-Sayama, 589-8511, Japan
| | - Ituro Inoue
- Division of Human Genetics, National Institute of Genetics, Shizuoka, 411-8540, Japan
| | - Susumu Kusunoki
- Department of Neurology, Kindai University Faculty of Medicine, Osaka-Sayama, 589-8511, Japan
| | - Yukinori Okada
- Department of Statistical Genetics, Osaka University Graduate School of Medicine, 2-2 Yamadaoka, Suita, 565-0871, Japan. .,Laboratory of Statistical Immunology, Immunology Frontier Research Center (WPI-IFReC), Osaka University, Suita, 565-0871, Japan.
| | - Hideki Mochizuki
- Department of Neurology, Osaka University Graduate School of Medicine, Suita, 565-0871, Japan
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9
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The association of rs703842 variants in CYP27B1 with multiple sclerosis susceptibility is influenced by the HLA-DRB1*15:01 allele in Slovaks. J Neuroimmunol 2019; 330:123-129. [DOI: 10.1016/j.jneuroim.2019.03.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 01/29/2019] [Accepted: 03/05/2019] [Indexed: 01/21/2023]
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10
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Fazia T, Pastorino R, Foco L, Han L, Abney M, Beecham A, Hadjixenofontos A, Guo H, Gentilini D, Papachristou C, Bitti PP, Ticca A, Berzuini C, McCauley JL, Bernardinelli L. Investigating multiple sclerosis genetic susceptibility on the founder population of east-central Sardinia via association and linkage analysis of immune-related loci. Mult Scler 2018; 24:1815-1824. [PMID: 28933650 DOI: 10.1177/1352458517732841] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND A wealth of single-nucleotide polymorphisms (SNPs) responsible for multiple sclerosis (MS) susceptibility have been identified; however, they explain only a fraction of MS heritability. OBJECTIVES We contributed to discovery of new MS susceptibility SNPs by studying a founder population with high MS prevalence. METHODS We analyzed ImmunoChip data from 15 multiplex families and 94 unrelated controls from the Nuoro Province, Sardinia, Italy. We tested each SNP for both association and linkage with MS, the linkage being explored in terms of identity-by-descent (IBD) sharing excess and using gene dropping to compute a corresponding empirical p-value. By targeting regions that are both associated and in linkage with MS, we increase chances of identifying interesting genomic regions. RESULTS We identified 486 MS-associated (p < 1 × 10-4) and 18,426 MS-linked (p < 0.05) SNPs. A total of 111 loci were both linked and associated with MS, 18 of them pointing to 14 non-major histocompatibility complex (MHC) genes, and 93 of them located in the MHC region. CONCLUSION We discovered new suggestive signals and confirmed some previously identified ones. We believe this to represent a significant step toward an understanding of the genetic basis of MS.
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Affiliation(s)
- Teresa Fazia
- Department of Brain and Behavioral Science, University of Pavia, Pavia, Italy
| | - Roberta Pastorino
- Department of Brain and Behavioral Science, University of Pavia, Pavia, Italy
| | - Luisa Foco
- Department of Brain and Behavioral Science, University of Pavia, Pavia, Italy; Institute for Biomedicine, Eurac Research, Affiliated Institute of the University of Lübeck, Bolzano, Italy
| | - Lide Han
- Department of Human Genetics, The University of Chicago, Chicago, IL, USA
| | - Mark Abney
- Department of Human Genetics, The University of Chicago, Chicago, IL, USA
| | - Ashley Beecham
- John P. Hussmann Institute for Human Genomics and Dr John Macdonald Foundation, Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Athena Hadjixenofontos
- John P. Hussmann Institute for Human Genomics and Dr John Macdonald Foundation, Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Hui Guo
- Center for Biostatistics, Institute of Population Health, The University of Manchester, Manchester, UK
| | - Davide Gentilini
- Unità di Bioinformatica e Statistica Genomica, Istituto Auxologico Italiano-IRCCS, Milano, Italy
| | | | - Pier Paolo Bitti
- Immunoematologia e Medicina Trasfusionale, Ospedale "San Francesco" Nuoro, ASSL Nuoro, Azienda Tutela Salute Sardegna, Nuoro, Italy
| | - Anna Ticca
- Neurologia e Stroke Unit, Ospedale "San Francesco" Nuoro, ASSL Nuoro, Azienda Tutela Salute Sardegna, Nuoro, Italy
| | - Carlo Berzuini
- Center for Biostatistics, Institute of Population Health, The University of Manchester, Manchester, UK
| | - Jacob L McCauley
- John P. Hussmann Institute for Human Genomics and Dr John Macdonald Foundation, Department of Human Genetics, Miller School of Medicine, University of Miami, Miami, FL, USA
| | - Luisa Bernardinelli
- Department of Brain and Behavioral Science, University of Pavia, Pavia, Italy
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11
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Kreft KL, Van Nierop GP, Scherbeijn SMJ, Janssen M, Verjans GMGM, Hintzen RQ. Elevated EBNA-1 IgG in MS is associated with genetic MS risk variants. NEUROLOGY-NEUROIMMUNOLOGY & NEUROINFLAMMATION 2017; 4:e406. [PMID: 29379819 PMCID: PMC5778394 DOI: 10.1212/nxi.0000000000000406] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Accepted: 07/31/2017] [Indexed: 12/26/2022]
Abstract
Objective: To assess whether MS genetic risk polymorphisms (single nucleotide polymorphism [SNP]) contribute to the enhanced humoral immune response against Epstein-Barr virus (EBV) infection in patients with MS. Methods: Serum anti-EBV nuclear antigen 1 (EBNA-1) and early antigen D (EA-D) immunoglobulin γ (IgG) levels were quantitatively determined in 668 genotyped patients with MS and 147 healthy controls. Anti–varicella-zoster virus (VZV) IgG levels were used as a highly prevalent, non-MS–associated control herpesvirus. Associations between virus-specific IgG levels and MS risk SNPs were analyzed. Results: IgG levels of EBNA-1, but not EA-D and VZV, were increased in patients with MS compared with healthy controls. Increased EBNA-1 IgG levels were significantly associated with risk alleles of SNP rs2744148 (SOX8), rs11154801 (MYB), rs1843938 (CARD11), and rs7200786 (CLEC16A/CIITA) in an interaction model and a trend toward significance for rs3135388 (HLA-DRB1*1501). In addition, risk alleles of rs694739 (PRDX5/BAD) and rs11581062 (VCAM1) were independently associated and interacted with normal EBNA-1 IgG levels. None of these interactions were associated with EA-D and VZV IgG titers. Conclusions: Several MS-associated SNPs significantly correlated with differential IgG levels directed to a latent, but not a lytic EBV protein. The data suggest that the aforementioned immune-related genes orchestrate the aberrant EBNA-1 IgG levels.
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Affiliation(s)
- Karim L Kreft
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Gijsbert P Van Nierop
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Sandra M J Scherbeijn
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Malou Janssen
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Georges M G M Verjans
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Rogier Q Hintzen
- Department of Neurology (K.L.K., G.P.V.N., M.J., R.Q.H.), MS Center ErasMS (K.L.K., M.J., R.Q.H.), Department of Viroscience (G.P.V.N., S.M.J.S., G.M.G.M.V.), and Department of Immunology (M.J., R.Q.H.), Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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12
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Gianfrancesco MA, Stridh P, Shao X, Rhead B, Graves JS, Chitnis T, Waldman A, Lotze T, Schreiner T, Belman A, Greenberg B, Weinstock-Guttman B, Aaen G, Tillema JM, Hart J, Caillier S, Ness J, Harris Y, Rubin J, Candee M, Krupp L, Gorman M, Benson L, Rodriguez M, Mar S, Kahn I, Rose J, Roalstad S, Casper TC, Shen L, Quach H, Quach D, Hillert J, Hedstrom A, Olsson T, Kockum I, Alfredsson L, Schaefer C, Barcellos LF, Waubant E. Genetic risk factors for pediatric-onset multiple sclerosis. Mult Scler 2017; 24:1825-1834. [PMID: 28980494 DOI: 10.1177/1352458517733551] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Strong evidence supports the role of both genetic and environmental factors in pediatric-onset multiple sclerosis (POMS) etiology. OBJECTIVE We comprehensively investigated the association between established major histocompatibility complex (MHC) and non-MHC adult multiple sclerosis (MS)-associated variants and susceptibility to POMS. METHODS Cases with onset <18 years (n = 569) and controls (n = 16,251) were included from the United States and Sweden. Adjusted logistic regression and meta-analyses were performed for individual risk variants and a weighted genetic risk score (wGRS) for non-MHC variants. Results were compared to adult MS cases (n = 7588). RESULTS HLA-DRB1*15:01 was strongly associated with POMS (odds ratio (OR)meta = 2.95, p < 2.0 × 10-16). Furthermore, 28 of 104 non-MHC variants studied (23%) were associated (p < 0.05); POMS cases carried, on average, a higher burden of these 28 variants compared to adults (ORavg = 1.24 vs 1.13, respectively), though the difference was not significant. The wGRS was strongly associated with POMS (ORmeta = 2.77, 95% confidence interval: 2.33, 3.32, p < 2.0 × 10-16) and higher, on average, when compared to adult cases. Additional class III risk variants in the MHC region associated with POMS were revealed after accounting for HLA-DRB1*15:01 and HLA-A*02. CONCLUSION Pediatric and adult MS share many genetic variants suggesting similar biological processes are present. MHC variants beyond HLA-DRB1*15:01 and HLA-A*02 are also associated with POMS.
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Affiliation(s)
- Milena A Gianfrancesco
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Pernilla Stridh
- Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Xiaorong Shao
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Brooke Rhead
- Computational Biology Graduate Group, University of California, Berkeley, Berkeley, CA, USA
| | - Jennifer S Graves
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
| | - Tanuja Chitnis
- Partners Pediatric Multiple Sclerosis Center, Massachusetts General Hospital for Children, Boston, MA, USA
| | - Amy Waldman
- Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Timothy Lotze
- Blue Bird Circle Multiple Sclerosis Center, Baylor College of Medicine, Houston, TX, USA
| | - Teri Schreiner
- Children's Hospital Colorado, University of Colorado, Denver, CO, USA
| | - Anita Belman
- The Lourie Center for Pediatric MS, Stony Brook Children's Hospital, Stony Brook, NY, USA
| | - Benjamin Greenberg
- Department of Neurology & Neurotherapeutics, University of Texas Southwestern, Dallas, TX, USA
| | - Bianca Weinstock-Guttman
- Pediatric Multiple Sclerosis Center, Jacobs Neurological Institute, SUNY Buffalo, Buffalo, NY, USA
| | - Gregory Aaen
- Pediatric MS Center, Loma Linda University Children's Hospital, Loma Linda, CA, USA
| | - Jan M Tillema
- Pediatric MS Center, Mayo Clinic, Rochester, MN, USA
| | - Janace Hart
- Department of Neurology and Regional Pediatric MS Center, University of California, San Francisco, San Francisco, CA, USA
| | - Stacy Caillier
- Department of Neurology and Regional Pediatric MS Center, University of California, San Francisco, San Francisco, CA, USA
| | - Jayne Ness
- Center for Pediatric Onset Demyelinating Disease, University of Alabama and Children's Hospital of Alabama, Birmingham, AL, USA
| | - Yolanda Harris
- Center for Pediatric Onset Demyelinating Disease, University of Alabama and Children's Hospital of Alabama, Birmingham, AL, USA
| | - Jennifer Rubin
- Division of Neurology, Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Meghan Candee
- University of Utah and Primary Children's Hospital, Salt Lake City, UT, USA
| | - Lauren Krupp
- The Lourie Center for Pediatric MS, Stony Brook Children's Hospital, Stony Brook, NY, USA
| | | | | | | | - Soe Mar
- Pediatric-onset Demyelinating Diseases and Autoimmune Encephalitis Center, St. Louis Children's Hospital, Washington University School of Medicine, St. Louis, MO, USA
| | - Ilana Kahn
- Children's National Medical Center, Washington, DC, USA
| | - John Rose
- Department of Neurology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Shelly Roalstad
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - T Charles Casper
- Department of Pediatrics, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Ling Shen
- Division of Research, Kaiser Permanente, Oakland, CA, USA
| | - Hong Quach
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Diana Quach
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA
| | - Jan Hillert
- Institute of Environmental Medicine (IMM), Karolinska Institutet, Stockholm, Sweden
| | - Anna Hedstrom
- Institute of Environmental Medicine (IMM), Karolinska Institutet, Stockholm, Sweden
| | - Tomas Olsson
- Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Ingrid Kockum
- Department of Clinical Neuroscience and Center for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Lars Alfredsson
- Institute of Environmental Medicine (IMM), Karolinska Institutet, Stockholm, Sweden/Centre for Occupational and Environmental Medicine, Stockholm County Council, Stockholm, Sweden
| | - Catherine Schaefer
- Division of Research, Kaiser Permanente, Oakland, CA, USA/Research Program on Genes, Environment and Health, Kaiser Permanente, Oakland, CA
| | - Lisa F Barcellos
- Division of Epidemiology, School of Public Health, University of California, Berkeley, Berkeley, CA, USA/Computational Biology Graduate Group, University of California, Berkeley, Berkeley, CA, USA; Division of Research, Kaiser Permanente, Oakland, CA, USA
| | - Emmanuelle Waubant
- Department of Neurology, University of California, San Francisco, San Francisco, CA, USA
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13
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Coyle PK. Pharmacogenetic Biomarkers to Predict Treatment Response in Multiple Sclerosis: Current and Future Perspectives. Mult Scler Int 2017; 2017:6198530. [PMID: 28804651 PMCID: PMC5540248 DOI: 10.1155/2017/6198530] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2017] [Revised: 04/13/2017] [Accepted: 04/20/2017] [Indexed: 12/20/2022] Open
Abstract
Disease-modifying therapies (DMTs) have significantly advanced the treatment of relapsing multiple sclerosis (MS), decreasing the frequency of relapses, disability, and magnetic resonance imaging lesion formation. However, patients' responses to and tolerability of DMTs vary considerably, creating an unmet need for biomarkers to identify likely responders and/or those who may have treatment-limiting adverse reactions. Most studies in MS have focused on the identification of pharmacogenetic markers, using either the candidate-gene approach, which requires prior knowledge of the genetic marker and its role in the target disease, or genome-wide association, which examines multiple genetic variants, typically single nucleotide polymorphisms (SNPs). Both approaches have implicated numerous alleles and SNPs in response to selected MS DMTs. None have been validated for use in clinical practice. This review covers pharmacogenetic markers in clinical practice in other diseases and then reviews the current status of MS DMT markers (interferon β, glatiramer acetate, and mitoxantrone). For a complex disease such as MS, multiple biomarkers may need to be evaluated simultaneously to identify potential responders. Efforts to identify relevant biomarkers are underway and will need to be expanded to all MS DMTs. These will require extensive validation in large patient groups before they can be used in clinical practice.
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Affiliation(s)
- Patricia K. Coyle
- Department of Neurology and MS Comprehensive Care Center, Stony Brook University Medical Center, Stony Brook, NY 11794, USA
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14
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Liu H, Huang J, Dou M, Liu Y, Xiao B, Liu X, Huang Z. Variants in the IL7RA gene confer susceptibility to multiple sclerosis in Caucasians: evidence based on 9734 cases and 10436 controls. Sci Rep 2017; 7:1207. [PMID: 28446795 PMCID: PMC5430888 DOI: 10.1038/s41598-017-01345-8] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Accepted: 03/28/2017] [Indexed: 12/31/2022] Open
Abstract
Recently, numerous genome wide association studies (GWAS) and other case-control association studies examining the relationship between interleukin-7 receptor α chain (IL7RA) gene rs3194051, rs987107, rs11567686, and rs11567685 variants and multiple sclerosis (MS) risk have been conducted, but the conclusions have been inconsistent. The main objective of this meta-analysis was to more precisely explore the association of these four IL7RA variants with MS development. Twenty-seven eligible studies involving 9734 cases and 10436 controls were included in the present meta-analysis. Power calculation, publication bias, sensitivity analysis and cumulative meta-analysis were performed to derive a reliable conclusion. Our study indicated three IL7RA loci were significantly associated with increasing MS risk (rs3194051: recessive model: OR = 1.22, 95% CI 1.08–1.38; rs987107: recessive model: OR = 1.44, 95% CI 1.22–1.69; and rs11567686: dominant model: OR = 1.18, 95% CI 1.01–1.37). Additionally, IL7RA rs11567685 variants might not be related to MS development. In all, IL7RA locus polymorphisms could play an important role in the predisposition to MS, which could contribute to a better understanding the pathogenesis of multiple sclerosis.
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Affiliation(s)
- Hong Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Jian Huang
- Department of Neurosurgery, Dalingshan Hospital, Dongguan, Guangdong, 523819, China
| | - Mengmeng Dou
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Yong Liu
- School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China.,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong, 524023, China
| | - Biying Xiao
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong, 523808, China
| | - Xu Liu
- The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong, 523808, China.
| | - Zunnan Huang
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong, 523808, China. .,School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong, 523808, China. .,Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong, 524023, China.
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15
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Clinical Application of Autologous Adipose Stem Cells in Patients with Multiple Sclerosis: Preliminary Results. Mediators Inflamm 2016; 2016:5302120. [PMID: 27761060 PMCID: PMC5059576 DOI: 10.1155/2016/5302120] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2016] [Accepted: 09/14/2016] [Indexed: 12/13/2022] Open
Abstract
The clinical outcome of autologous adipose stem cell (ASC) treatment of patients with multiple sclerosis (MS) was investigated following one year of observation. Methods. The clinical and MRI outcomes of 16 ASC-treated patients with RRMS and SPMS are reported after a one-year follow-up period. Results. At 18 months of follow-up, some patients showed “enticing” improvements on some exploratory efficacy measures, although a significant benefit was not observed for any measure across the entire group. Neither the progression of disability nor relapses were observed in any cases. In four patients, we found new gadolinium+ (Gd+) lesions on MRI. Our results indicate that ASC therapy is safe and does not produce any substantial side effects. Disease progression-free survival (PFS) of 18 months was seen in all patients with RRMS and SPMS. In these patients, EDSS scores did not progress above baseline scores. Gd-enhancing lesions were observed in two cases with RRMS, but these patients did not exhibit changes in EDSS score. Conclusion. Intrathecal treatment with ASCs is an attractive form of therapy for patients with MS but should be reserved for cases with aggressive disease progression, for cases that are still in the inflammatory phase, and for the malignant form.
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16
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Jeon YH, Choi YS. Follicular Helper T (Tfh) Cells in Autoimmune Diseases and Allograft Rejection. Immune Netw 2016; 16:219-32. [PMID: 27574501 PMCID: PMC5002448 DOI: 10.4110/in.2016.16.4.219] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Revised: 07/25/2016] [Accepted: 08/02/2016] [Indexed: 12/15/2022] Open
Abstract
Production of high affinity antibodies for antigens is a critical component for the immune system to fight off infectious pathogens. However, it could be detrimental to our body when the antigens that B cells recognize are of self-origin. Follicular helper T, or Tfh, cells are required for the generation of germinal center reactions, where high affinity antibody-producing B cells and memory B cells predominantly develop. As such, Tfh cells are considered as targets to prevent B cells from producing high affinity antibodies against self-antigens, when high affinity autoantibodies are responsible for immunopathologies in autoimmune disorders. This review article provides an overview of current understanding of Tfh cells and discusses it in the context of animal models of autoimmune diseases and allograft rejections for generation of novel therapeutic interventions.
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Affiliation(s)
- Yun-Hui Jeon
- Department of Biological Sciences, Seoul National University Graduate School, Seoul 03080, Korea
| | - Youn Soo Choi
- Transplant Research Institute, Department of Medicine, Seoul National University College of Medicine, Seoul 03080, Korea.; Department of Biological Sciences, Seoul National University Graduate School, Seoul 03080, Korea.; Seoul National University Hospital, Seoul 03080, Korea
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17
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Longbrake EE, Hafler DA. Linking Genotype to Clinical Phenotype in Multiple Sclerosis: In Search of the Holy Grail. JAMA Neurol 2016; 73:777-8. [PMID: 27244583 PMCID: PMC5198230 DOI: 10.1001/jamaneurol.2016.1227] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- Erin E Longbrake
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut2Department of Neurology, Washington University in St Louis, St Louis, Missouri
| | - David A Hafler
- Department of Neurology, Yale School of Medicine, New Haven, Connecticut3Department of Immunobiology, Yale School of Medicine, New Haven, Connecticut
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18
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Liu J, Liu X, Liu Y, Deng S, Huang H, Chen Q, Liu W, Huang Z. Association of EVI5 rs11808092, CD58 rs2300747, and CIITA rs3087456 polymorphisms with multiple sclerosis risk: A meta-analysis. Meta Gene 2016; 9:97-103. [PMID: 27331013 PMCID: PMC4908284 DOI: 10.1016/j.mgene.2016.04.005] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2016] [Revised: 04/19/2016] [Accepted: 04/22/2016] [Indexed: 11/15/2022] Open
Abstract
Purpose Multiple sclerosis (MS) is a major demyelinating disease of the central nervous system with a strong genetic component. Previous studies have reported that the association of EVI5 rs11808092, CD58 rs2300747, and CIITA rs3087456 polymorphisms with the susceptibility to MS. However, the results were inconsistent. Thus, we conducted this meta-analysis to provide a more accurate estimation of the association between any of these polymorphisms and MS risk. Methods The PubMed, Embase, Chinese National Knowledge Infrastructure, Wan Fang databases and MSGene were used to search all potentially relevant studies. The odds ratio (OR) with 95% confidence interval (CI) was used to investigate the associations between these three polymorphisms and MS risk. Results 16 independent case–control studies from 12 publications were finally included into this meta-analysis. The results showed that EVI5 rs11808092 polymorphism was related with increasing the development of MS under five genetic models (allelic: OR = 1.17, 95% CI = 1.10–1.24, P < 0.01; homozygous: OR = 1.37, 95% CI = 1.18–1.59, P < 0.01; heterozygous: OR = 1.16, 95% CI = 1.07–1.26, P < 0.01; recessive: OR = 1.28, 95% CI = 1.11–1.48, P < 0.01; and dominant: OR = 1.19, 95% CI = 1.11–1.48, P < 0.01). CD58 rs2300747 polymorphism was found to be associated with decreasing MS risk in three genetic models (allelic: OR = 0.86, 95% CI = 0.78–0.94, P < 0.01; heterozygous: OR = 0.85, 95% CI = 0.76–0.94, P < 0.01, and dominant: OR = 0.84, 95% CI = 0.76–0.93, P < 0.01). However, this meta-analysis indicated that CIITA rs3087456 polymorphism was not related to multiple sclerosis. Conclusions The mutant alleles of EVI5 rs11808092 polymorphism may increase the susceptibility to MS while those of CD58 rs2300747 polymorphism may decrease MS risk. In addition, CIITA rs3087456 polymorphism might not be associated with MS.
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Affiliation(s)
- Jiahe Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong 523808, China
| | - Xu Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong 523808, China
| | - Yong Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, China; Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong 524023, China
| | - Shimin Deng
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, China
| | - Hongbin Huang
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; The Second School of Clinical Medicine, Guangdong Medical University, Dongguan, Guangdong 523808, China
| | - Qicong Chen
- School of Preclinical Medicine, Guangxi Medical University, Nanning, Guangxi 530021, China
| | - Weidong Liu
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, China
| | - Zunnan Huang
- Key Laboratory for Medical Molecular Diagnostics of Guangdong Province, Dongguan Scientific Research Center, Guangdong Medical University, Dongguan, Guangdong 523808, China; School of Pharmacy, Guangdong Medical University, Dongguan, Guangdong 523808, China; Key Laboratory for Research and Development of Natural Drugs of Guangdong Province, Zhanjiang, Guangdong 524023, China
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19
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Harton J, Jin L, Hahn A, Drake J. Immunological Functions of the Membrane Proximal Region of MHC Class II Molecules. F1000Res 2016; 5. [PMID: 27006762 PMCID: PMC4798158 DOI: 10.12688/f1000research.7610.1] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 03/10/2016] [Indexed: 12/30/2022] Open
Abstract
Major histocompatibility complex (MHC) class II molecules present exogenously derived antigen peptides to CD4 T cells, driving activation of naïve T cells and supporting CD4-driven immune functions. However, MHC class II molecules are not inert protein pedestals that simply bind and present peptides. These molecules also serve as multi-functional signaling molecules delivering activation, differentiation, or death signals (or a combination of these) to B cells, macrophages, as well as MHC class II-expressing T cells and tumor cells. Although multiple proteins are known to associate with MHC class II, interaction with STING (stimulator of interferon genes) and CD79 is essential for signaling. In addition, alternative transmembrane domain pairing between class II α and β chains influences association with membrane lipid sub-domains, impacting both signaling and antigen presentation. In contrast to the membrane-distal region of the class II molecule responsible for peptide binding and T-cell receptor engagement, the membrane-proximal region (composed of the connecting peptide, transmembrane domain, and cytoplasmic tail) mediates these "non-traditional" class II functions. Here, we review the literature on the function of the membrane-proximal region of the MHC class II molecule and discuss the impact of this aspect of class II immunobiology on immune regulation and human disease.
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Affiliation(s)
- Jonathan Harton
- Center for Immunology and Microbial Disease, Albany Medical College, Albany, New York, 12208-3479, USA
| | - Lei Jin
- Center for Immunology and Microbial Disease, Albany Medical College, Albany, New York, 12208-3479, USA
| | - Amy Hahn
- Transplantation Immunology Laboratory, Albany Medical College, Albany, New York, 12208-3479, USA
| | - Jim Drake
- Center for Immunology and Microbial Disease, Albany Medical College, Albany, New York, 12208-3479, USA
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20
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Lababidi S, Sutherland A, Krasnicka B, Forshee RA, Anderson SA. Overall conceptual framework for studying the genetics of autoimmune diseases following vaccination: a regulatory perspective. Biomark Med 2015; 9:1107-20. [DOI: 10.2217/bmm.15.67] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
The US Vaccine Adverse Event Reporting System contains case reports of autoimmune diseases (ADs) occurring following vaccinations. ADs are rare and occur in unvaccinated people, making the potential association between vaccines and ADs challenging to evaluate. Developing mechanistic pathways that link genes, immune mediators, vaccine components and ADs would be helpful for hypothesis generation, enhancing theories of biologic plausibility and grouping rare autoimmune adverse events to increase the ability to detect and evaluate safety signals. Here, we propose a conceptual framework for investigating the genetics of ADs as safety signals following vaccination, potentially contributing to the identification of relevant biomarkers. We also discuss a study design that incorporates genetic information into postmarket clinical evaluation of autoimmune adverse events following vaccination.
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Affiliation(s)
- Samir Lababidi
- Office of Biostatistics & Epidemiology, Center for Biologics Evaluation & Research, US Food & Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USA
| | - Andrea Sutherland
- Johns Hopkins University, School of Public Health, Baltimore MD, USA
| | - Barbara Krasnicka
- Division of Biostatistics, Office of Biostatistics & Epidemiology, Center for Biologics Evaluation & Research, US Food & Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USA
| | - Richard A Forshee
- Office of Biostatistics & Epidemiology, Center for Biologics Evaluation & Research, US Food & Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USA
| | - Steven A Anderson
- Office of Biostatistics & Epidemiology, Center for Biologics Evaluation & Research, US Food & Drug Administration, 10903 New Hampshire Avenue, Silver Spring, MD 20993-0002, USA
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21
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Huang J, Yang Y, Zhou F, Liang Z, Kang M, Kuang Y, Li F. Meta-analysis of theIL23RandIL12Bpolymorphisms in multiple sclerosis. Int J Neurosci 2015; 126:205-12. [DOI: 10.3109/00207454.2015.1007508] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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22
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van Luijn MM, Kreft KL, Jongsma ML, Mes SW, Wierenga-Wolf AF, van Meurs M, Melief MJ, der Kant RV, Janssen L, Janssen H, Tan R, Priatel JJ, Neefjes J, Laman JD, Hintzen RQ. Multiple sclerosis-associated CLEC16A controls HLA class II expression via late endosome biogenesis. Brain 2015; 138:1531-47. [PMID: 25823473 DOI: 10.1093/brain/awv080] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Accepted: 01/26/2015] [Indexed: 01/20/2023] Open
Abstract
C-type lectins are key players in immune regulation by driving distinct functions of antigen-presenting cells. The C-type lectin CLEC16A gene is located at 16p13, a susceptibility locus for several autoimmune diseases, including multiple sclerosis. However, the function of this gene and its potential contribution to these diseases in humans are poorly understood. In this study, we found a strong upregulation of CLEC16A expression in the white matter of multiple sclerosis patients (n = 14) compared to non-demented controls (n = 11), mainly in perivascular leukocyte infiltrates. Moreover, CLEC16A levels were significantly enhanced in peripheral blood mononuclear cells of multiple sclerosis patients (n = 69) versus healthy controls (n = 46). In peripheral blood mononuclear cells, CLEC16A was most abundant in monocyte-derived dendritic cells, in which it strongly co-localized with human leukocyte antigen class II. Treatment of these professional antigen-presenting cells with vitamin D, a key protective environmental factor in multiple sclerosis, downmodulated CLEC16A in parallel with human leukocyte antigen class II. Knockdown of CLEC16A in distinct types of model and primary antigen-presenting cells resulted in severely impaired cytoplasmic distribution and formation of human leucocyte antigen class II-positive late endosomes, as determined by immunofluorescence and electron microscopy. Mechanistically, CLEC16A participated in the molecular machinery of human leukocyte antigen class II-positive late endosome formation and trafficking to perinuclear regions, involving the dynein motor complex. By performing co-immunoprecipitations, we found that CLEC16A directly binds to two critical members of this complex, RILP and the HOPS complex. CLEC16A silencing in antigen-presenting cells disturbed RILP-mediated recruitment of human leukocyte antigen class II-positive late endosomes to perinuclear regions. Together, we identify CLEC16A as a pivotal gene in multiple sclerosis that serves as a direct regulator of the human leukocyte antigen class II pathway in antigen-presenting cells. These findings are a first step in coupling multiple sclerosis-associated genes to the regulation of the strongest genetic factor in multiple sclerosis, human leukocyte antigen class II.
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Affiliation(s)
- Marvin M van Luijn
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Karim L Kreft
- 2 Department of Neurology and MS Center ErasMS, Erasmus MC, University Medical Center, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
| | - Marlieke L Jongsma
- 3 Division of Cell Biology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Steven W Mes
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Annet F Wierenga-Wolf
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Marjan van Meurs
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Marie-José Melief
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Rik van der Kant
- 3 Division of Cell Biology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Lennert Janssen
- 3 Division of Cell Biology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Hans Janssen
- 3 Division of Cell Biology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Rusung Tan
- 4 Department of Pathology, Sidra Medical and Research Center, Doha, Qatar 5 BC Children's Hospital and Department of Pathology and Laboratory Medicine, Child and Family Research Institute, University of British Columbia, Vancouver, British Columbia V5Z 4H4, Canada
| | - John J Priatel
- 5 BC Children's Hospital and Department of Pathology and Laboratory Medicine, Child and Family Research Institute, University of British Columbia, Vancouver, British Columbia V5Z 4H4, Canada
| | - Jacques Neefjes
- 3 Division of Cell Biology, The Netherlands Cancer Institute, Plesmanlaan 121, 1066 CX Amsterdam, The Netherlands
| | - Jon D Laman
- 1 Department of Immunology and MS Center ErasMS, Erasmus MC, University Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Rogier Q Hintzen
- 2 Department of Neurology and MS Center ErasMS, Erasmus MC, University Medical Center, 's-Gravendijkwal 230, 3015 CE Rotterdam, The Netherlands
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Emmer A, Staege MS, Kornhuber ME. The retrovirus/superantigen hypothesis of multiple sclerosis. Cell Mol Neurobiol 2014; 34:1087-96. [PMID: 25138639 DOI: 10.1007/s10571-014-0100-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2014] [Accepted: 08/09/2014] [Indexed: 12/21/2022]
Abstract
The pathogenesis of multiple sclerosis (MS) is as yet unknown. Commonly, MS is assumed to be due to an autoimmune inflammation of the central nervous system (CNS). Neurodegeneration is regarded to be a secondary reaction. This concept is increasingly being challenged. Human endogenous retroviruses (HERV) that could be locally activated in the CNS have been proposed as an alternative concept. HERV-encoded envelope proteins (env) can act as strong immune stimulators (superantigens). Thus, slow disease progression following neurodegeneration might be induced by re-activation of HERV expression directly, while relapses in parallel to inflammation might be secondary to the expression of HERV-encoded superantigens. It has been shown previously that T-cell superantigens are capable to induce a cellular inflammatory reaction in the CNS of experimental animals similar to that in MS. Furthermore, B-cell superantigens have been shown to activate blood leucocytes in vitro to produce immunoglobulin in an oligoclonal manner. It remains to be established, whether the outlined hypothesis accords with all known features of MS. Furthermore, anti-HERV agents may be taken into consideration to enrich and improve MS therapy.
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Affiliation(s)
- Alexander Emmer
- Department of Neurology, Martin-Luther-University Halle-Wittenberg, Halle (Saale), Germany,
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24
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Magyari M, Koch-Henriksen N, Pfleger CC, Sørensen PS. Gender and autoimmune comorbidity in multiple sclerosis. Mult Scler 2014; 20:1244-51. [PMID: 24500604 DOI: 10.1177/1352458514521515] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Accepted: 12/15/2013] [Indexed: 11/16/2022]
Abstract
BACKGROUND The female preponderance in incidence of multiple sclerosis (MS) calls for investigations into sex differences in comorbidity with other autoimmune diseases (ADs). OBJECTIVES To determine whether male and female patients with MS have a higher frequency of autoimmune comorbidity than controls, and to describe the type and frequency of ADs that are associated with MS. METHODS Our database was established by linkage of the Danish MS Registry to The Danish National Patient Register and consisted of 1403 patients of both sexes with clinical onset of MS between 2000 and 2004, and 25 matched controls for every case. RESULTS None of the ADs occurred more frequently in female cases than in controls. Male cases were more likely to have Type I diabetes mellitus (odds ratio (OR) = 3.34; 95% CI 1.40 - 7.02; p < 0.008), Crohn's disease (OR = 5.03; 95% CI 1.18 - 16.10; p = 0.03) and systemic lupus erythematosus (OR = 12.55; 95% CI 1.62 - 69.95; p = 0.02) than male controls. CONCLUSIONS Autoimmune disorders are rare, but some of them tend to occur together with MS at a higher rate than in controls. Although women are generally more prone to ADs than men, significantly increased occurrence of other ADs were only found in male MS patients.
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Affiliation(s)
- Melinda Magyari
- Danish Multiple Sclerosis Center, Department of Neurology, Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark Danish Multiple Sclerosis Registry, Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark University of Copenhagen, Denmark
| | - Nils Koch-Henriksen
- Danish Multiple Sclerosis Registry, Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark Clinical Institute, Department of Clinical Epidemiology, University of Aarhus, Denmark
| | | | - Per Soelberg Sørensen
- Danish Multiple Sclerosis Center, Department of Neurology, Neuroscience Centre, Rigshospitalet, Copenhagen, Denmark University of Copenhagen, Denmark
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Kumar A, Melis P, Genna V, Cocco E, Marrosu MG, Pieroni E. Antigenic peptide molecular recognition by the DRB1–DQB1 haplotype modulates multiple sclerosis susceptibility. ACTA ACUST UNITED AC 2014; 10:2043-54. [DOI: 10.1039/c4mb00203b] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
DRB1–DQB1 binding affinities in peptide molecular recognition process. (A) In protective haplotype DRB1 allele displays a preferential affinity for MBP peptide, while (B) in predisposing haplotype DQB1 allele displays a preferential affinity for EBNA1 peptide.
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Affiliation(s)
- Amit Kumar
- CRS4 Biomedicine
- Science and Technology Park
- Pula, Italy
- Public Health and Clinical and Molecular Medicine
- University of Cagliari
| | - Paola Melis
- CRS4 Biomedicine
- Science and Technology Park
- Pula, Italy
| | - Vito Genna
- CRS4 Biomedicine
- Science and Technology Park
- Pula, Italy
| | - Eleonora Cocco
- Public Health and Clinical and Molecular Medicine
- University of Cagliari
- Italy
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26
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HHV-6 and Multiple Sclerosis. HUMAN HERPESVIRUSES HHV-6A, HHV-6B & HHV-7 2014. [PMCID: PMC7152315 DOI: 10.1016/b978-0-444-62703-2.00007-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Multiple sclerosis (MS) is an inflammatory demyelinating disease affecting the central nervous system, thought to be an autoimmune disease mediated by autoreactive lymphocytes. The pathogenesis of MS is multifactorial and is thought to be triggered by multiple environmental factors in genetically susceptible individuals. Viruses have long been postulated as potential environmental triggers in MS, and there is increasing evidence of a link between viruses and MS. Some of the most compelling data have been found in human herpesvirus 6 (HHV-6) research. HHV-6 is a ubiquitous, neurotropic herpesvirus; HHV-6 DNA has been found in MS plaques compared to healthy brain tissue. Studies have also shown that MS patients have higher viral titers and higher DNA detection in serum and CSF compared to controls, and that the virus seems to be more actively replicating in MS patients. Potential mechanisms for HHV-6 leading to autoimmunity include molecular mimicry, bystander activation, and epitope spreading, among others.
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27
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Diao B, Du J, Liu Y, Luo F, Hou W. The association of HLA-DRB1 alleles and drug use with HIV infection in a Chinese Han Cohort. Braz J Infect Dis 2014; 18:82-7. [PMID: 24029438 PMCID: PMC9425253 DOI: 10.1016/j.bjid.2013.04.007] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2012] [Revised: 03/14/2013] [Accepted: 04/11/2013] [Indexed: 11/26/2022] Open
Abstract
Objective To investigate the relationship between the polymorphism of human leukocyte antigen (HLA)-DRB1 and the susceptibility and repellency of drug use combined with HIV infection in Chinese. Methods A total of 213 unrelated healthy people, 41 HIV-infected drug users, 24 HIV-uninfected drug users, and 64 HIV-infected non-drug users were recruited. Their HLA-DRB1 allele frequencies were analyzed by PCR-SSP and allele distribution was analyzed. Results Compared with healthy controls, in drug users, the frequencies of HLA-DRB1 *0401-041, *1001 were significantly higher; in HIV-infected patients, the frequencies of HLA-DRB1 *0101-0103, *0401-0411, *1001 were significantly higher, while the frequencies of DRB1 *1501-1502, *1101-1105, *1301-1302, DRB4, DRB5 were significantly lower; in HIV-infected drug users, the frequencies of HLA-DRB1 *0101-0103, *0401-0411, *0801-0806, *1001, *1401/1404/1405 were significantly higher, while the frequencies of DRB1 *1301/1302, 1501-1502, DRB5 were significantly lower. Conclusion There is close relationship between the polymorphism of HLA-DRB1 alleles and drug use with HIV infection, which plays an important role in elucidating the pathogenesis and providing the basis for therapeutics and prophylaxis of patients with drug use and HIV infection.
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28
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Patsopoulos NA, Barcellos LF, Hintzen RQ, Schaefer C, van Duijn CM, Noble JA, Raj T, Gourraud PA, Stranger BE, Oksenberg J, Olsson T, Taylor BV, Sawcer S, Hafler DA, Carrington M, De Jager PL, de Bakker PIW. Fine-mapping the genetic association of the major histocompatibility complex in multiple sclerosis: HLA and non-HLA effects. PLoS Genet 2013; 9:e1003926. [PMID: 24278027 PMCID: PMC3836799 DOI: 10.1371/journal.pgen.1003926] [Citation(s) in RCA: 208] [Impact Index Per Article: 18.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2013] [Accepted: 09/13/2013] [Indexed: 12/19/2022] Open
Abstract
The major histocompatibility complex (MHC) region is strongly associated with multiple sclerosis (MS) susceptibility. HLA-DRB1*15:01 has the strongest effect, and several other alleles have been reported at different levels of validation. Using SNP data from genome-wide studies, we imputed and tested classical alleles and amino acid polymorphisms in 8 classical human leukocyte antigen (HLA) genes in 5,091 cases and 9,595 controls. We identified 11 statistically independent effects overall: 6 HLA-DRB1 and one DPB1 alleles in class II, one HLA-A and two B alleles in class I, and one signal in a region spanning from MICB to LST1. This genomic segment does not contain any HLA class I or II genes and provides robust evidence for the involvement of a non-HLA risk allele within the MHC. Interestingly, this region contains the TNF gene, the cognate ligand of the well-validated TNFRSF1A MS susceptibility gene. The classical HLA effects can be explained to some extent by polymorphic amino acid positions in the peptide-binding grooves. This study dissects the independent effects in the MHC, a critical region for MS susceptibility that harbors multiple risk alleles.
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Affiliation(s)
- Nikolaos A. Patsopoulos
- Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology, Brigham & Women's Hospital, Boston, Massachusetts, United States of America
- Division of Genetics, Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Lisa F. Barcellos
- Division of Epidemiology, Genetic Epidemiology and Genomics Laboratory, School of Public Health, University of California, Berkeley, Berkeley, California, United States of America
- Kaiser Permanente Division of Research, Oakland, California, United States of America
| | - Rogier Q. Hintzen
- Department of Neurology, MS Centre ErasMS, Erasmus MC, Rotterdam, The Netherlands
| | - Catherine Schaefer
- Kaiser Permanente Division of Research, Oakland, California, United States of America
| | - Cornelia M. van Duijn
- Genetic Epidemiology Unit, Department of Epidemiology and Biostatistics and Clinical Genetics, Erasmus MC, Rotterdam, The Netherlands
| | - Janelle A. Noble
- Children's Hospital Oakland Research Institute, Oakland, California, United States of America
| | - Towfique Raj
- Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology, Brigham & Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | | | | | - Pierre-Antoine Gourraud
- Department of Neurology, University, of California at San Francisco, San Francisco, California, United States of America
| | - Barbara E. Stranger
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, Illinois, United States of America
- Institute for Genomics and Systems Biology, University of Chicago, Chicago, Illinois, United States of America
| | - Jorge Oksenberg
- Department of Neurology, University, of California at San Francisco, San Francisco, California, United States of America
| | - Tomas Olsson
- Department of Clinical Neuroscience CMM, Karolinska Institutet, Stockholm, Sweden
| | - Bruce V. Taylor
- Menzies Research Institute Tasmania, University of Tasmania, Hobart, Australia
| | - Stephen Sawcer
- University of Cambridge, Department of Clinical Neuroscience, Addenbrooke's Hospital, Cambridge, United Kingdom
| | - David A. Hafler
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Neurology and Department of Immunobiology, Yale University, School of Medicine, New Haven, Connecticut, United States of America
| | - Mary Carrington
- Cancer and Inflammation Program, Laboratory of Experimental Immunology, SAIC Frederick, Frederick National Laboratory for Cancer Research, Frederick, Maryland, United States of America
- Ragon Institute of MGH, MIT, and Harvard, Charlestown, Massachusetts, United States of America
| | - Philip L. De Jager
- Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology, Brigham & Women's Hospital, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Paul I. W. de Bakker
- Division of Genetics, Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States of America
- Harvard Medical School, Boston, Massachusetts, United States of America
- Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- Department of Medical Genetics, Division of Biomedical Genetics, University Medical Center, Utrecht, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center, Utrecht, The Netherlands
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29
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The emerging role of p38 mitogen-activated protein kinase in multiple sclerosis and its models. Mol Cell Biol 2013; 33:3728-34. [PMID: 23897428 DOI: 10.1128/mcb.00688-13] [Citation(s) in RCA: 80] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Multiple sclerosis (MS), the most common disabling neurologic disease of young adults, is considered a classical T cell-mediated disease and is characterized by demyelination, axonal damage, and progressive neurological dysfunction. The currently available disease-modifying therapies are limited in their efficacy, and improved understanding of new pathways contributing to disease pathogenesis could reveal additional novel therapeutic targets. The p38 mitogen-activated protein kinase (MAPK) signaling pathway is known to be triggered by stress stimuli and to contribute to inflammatory responses. Importantly, a number of recent studies have identified this signaling pathway as a central player in MS and its principal animal model, experimental allergic encephalomyelitis. Here, we review the evidence from mouse and human studies supporting the role of p38 MAPK in regulating key immunopathogenic mechanisms underlying autoimmune inflammatory disease of the central nervous system and the potential of targeting this pathway as a disease-modifying therapy in MS.
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30
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Alcina A, Fedetz M, Fernández O, Saiz A, Izquierdo G, Lucas M, Leyva L, García-León JA, Abad-Grau MDM, Alloza I, Antigüedad A, Garcia-Barcina MJ, Vandenbroeck K, Varadé J, de la Hera B, Arroyo R, Comabella M, Montalban X, Petit-Marty N, Navarro A, Otaegui D, Olascoaga J, Blanco Y, Urcelay E, Matesanz F. Identification of a functional variant in the KIF5A-CYP27B1-METTL1-FAM119B locus associated with multiple sclerosis. J Med Genet 2012; 50:25-33. [PMID: 23160276 PMCID: PMC3538279 DOI: 10.1136/jmedgenet-2012-101085] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Background and aim Several studies have highlighted the association of the 12q13.3–12q14.1 region with coeliac disease, type 1 diabetes, rheumatoid arthritis and multiple sclerosis (MS); however, the causal variants underlying diseases are still unclear. The authors sought to identify the functional variant of this region associated with MS. Methods Tag-single nucleotide polymorphism (SNP) analysis of the associated region encoding 15 genes was performed in 2876 MS patients and 2910 healthy Caucasian controls together with expression regulation analyses. Results rs6581155, which tagged 18 variants within a region where 9 genes map, was sufficient to model the association. This SNP was in total linkage disequilibrium (LD) with other polymorphisms that associated with the expression levels of FAM119B, AVIL, TSFM, TSPAN31 and CYP27B1 genes in different expression quantitative trait loci studies. Functional annotations from Encyclopedia of DNA Elements (ENCODE) showed that six out of these rs6581155-tagged-SNPs were located in regions with regulatory potential and only one of them, rs10877013, exhibited allele-dependent (ratio A/G=9.5-fold) and orientation-dependent (forward/reverse=2.7-fold) enhancer activity as determined by luciferase reporter assays. This enhancer is located in a region where a long-range chromatin interaction among the promoters and promoter-enhancer of several genes has been described, possibly affecting their expression simultaneously. Conclusions This study determines a functional variant which alters the enhancer activity of a regulatory element in the locus affecting the expression of several genes and explains the association of the 12q13.3–12q14.1 region with MS.
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Affiliation(s)
- Antonio Alcina
- Department of Cell Biology and Immunology Instituto de Parasitología y Biomedicina López Neyra, Consejo Superior de Investigaciones Científicas (IPBLNCSIC), Granada, Spain
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D’Agostino PM, Gottfried-Blackmore A, Anandasabapathy N, Bulloch K. Brain dendritic cells: biology and pathology. Acta Neuropathol 2012; 124:599-614. [PMID: 22825593 PMCID: PMC3700359 DOI: 10.1007/s00401-012-1018-0] [Citation(s) in RCA: 124] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2012] [Revised: 07/12/2012] [Accepted: 07/12/2012] [Indexed: 12/19/2022]
Abstract
Dendritic cells (DC) are the professional antigen-presenting cells of the immune system. In their quiescent and mature form, the presentation of self-antigens by DC leads to tolerance; whereas, antigen presentation by mature DC, after stimulation by pathogen-associated molecular patterns, leads to the onset of antigen-specific immunity. DC have been found in many of the major organs in mammals (e.g. skin, heart, lungs, intestines and spleen); while the brain has long been considered devoid of DC in the absence of neuroinflammation. Consequently, microglia, the resident immune cell of the brain, have been charged with many functional attributes commonly ascribed to DC. Recent evidence has challenged the notion that DC are either absent or minimal players in brain immune surveillance. This review will discuss the recent literature examining DC involvement within both the young and aged steady-state brain. We will also examine DC contributions during various forms of neuroinflammation resulting from neurodegenerative autoimmune disease, injury, and CNS infections. This review also touches upon DC trafficking between the central nervous system and peripheral immune compartments during viral infections, the new molecular technologies that could be employed to enhance our current understanding of brain DC ontogeny, and some potential therapeutic uses of DC within the CNS.
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Affiliation(s)
- Paul M. D’Agostino
- The Laboratories of Neuroendocrinology, The Rockefeller University, New York, NY 10065, USA
| | | | - Niroshana Anandasabapathy
- The Laboratories of Cellular Physiology and Immunology, The Rockefeller University, New York, NY 10065, USA
| | - Karen Bulloch
- The Laboratories of Neuroendocrinology, The Rockefeller University, New York, NY 10065, USA. The Laboratories of Cellular Physiology and Immunology, The Rockefeller University, New York, NY 10065, USA. The Laboratories of Molecular Immunology, The Rockefeller University, New York, NY 10065, USA. Neuroimmunology and Inflammation Program, The Rockefeller University, 1230 York Avenue, Box 165, New York, NY 10065, USA
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van Rensburg SJ, Kotze MJ, van Toorn R. The conundrum of iron in multiple sclerosis--time for an individualised approach. Metab Brain Dis 2012; 27:239-53. [PMID: 22422107 PMCID: PMC3402663 DOI: 10.1007/s11011-012-9290-1] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/28/2011] [Accepted: 02/23/2012] [Indexed: 11/21/2022]
Abstract
Although the involvement of immune mechanisms in multiple sclerosis (MS) is undisputed, some argue that there is insufficient evidence to support the hypothesis that MS is an autoimmune disease, and that the difference between immune- and autoimmune disease mechanisms has yet to be clearly delineated. Uncertainties surrounding MS disease pathogenesis and the modest efficacy of currently used disease modifying treatments (DMTs) in the prevention of disability, warrant the need to explore other possibilities. It is evident from the literature that people diagnosed with MS differ widely in symptoms and clinical outcome--some patients have a benign disease course over many years without requiring any DMTs. Attempting to include all patients into a single entity is an oversimplification and may obscure important observations with therapeutic consequences. In this review we advocate an individualised approach named Pathology Supported Genetic Testing (PSGT), in which genetic tests are combined with biochemical measurements in order to identify subgroups of patients requiring different treatments. Iron dysregulation in MS is used as an example of how this approach may benefit patients. The theory that iron deposition in the brain contributes to MS pathogenesis has caused uncertainty among patients as to whether they should avoid iron. However, the fact that a subgroup of people diagnosed with MS show clinical improvement when they are on iron supplementation emphasises the importance of individualised therapy, based on genetic and biochemical determinations.
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Affiliation(s)
- Susan J van Rensburg
- Division of Chemical Pathology, National Health Laboratory Service and University of Stellenbosch, Tygerberg Hospital, PO Box 19113, 7505 Tygerberg, South Africa.
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Huseby ES, Huseby PG, Shah S, Smith R, Stadinski BD. Pathogenic CD8 T cells in multiple sclerosis and its experimental models. Front Immunol 2012; 3:64. [PMID: 22566945 PMCID: PMC3341980 DOI: 10.3389/fimmu.2012.00064] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2012] [Accepted: 03/15/2012] [Indexed: 01/04/2023] Open
Abstract
A growing body of evidence suggests that autoreactive CD8 T cells contribute to the disease process in multiple sclerosis (MS). Lymphocytes in MS plaques are biased toward the CD8 lineage, and MS patients harbor CD8 T cells specific for multiple central nervous system (CNS) antigens. Currently, there are relatively few experimental model systems available to study these pathogenic CD8 T cells in vivo. However, the few studies that have been done characterizing the mechanisms used by CD8 T cells to induce CNS autoimmunity indicate that several of the paradigms of how CD4 T cells mediate CNS autoimmunity do not hold true for CD8 T cells or for patients with MS. Thus, myelin-specific CD4 T cells are likely to be one of several important mechanisms that drive CNS disease in MS patients. The focus of this review is to highlight the current models of pathogenic CNS-reactive CD8 T cells and the molecular mechanisms these lymphocytes use when causing CNS inflammation and damage. Understanding how CNS-reactive CD8 T cells escape tolerance induction and induce CNS autoimmunity is critical to our ability to propose and test new therapies for MS.
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Affiliation(s)
- Eric S Huseby
- Department of Pathology, University of Massachusetts Medical School Worcester, MA, USA
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Abstract
We present here the rare case of a 73-year-old patient with very late-onset multiple sclerosis who developed autoimmune polyendocrine syndrome (APS)-3. Despite only a few reports describing the association between multiple sclerosis and APS, both of these diseases have been shown to be associated with HLA-DR4. Intriguingly, the HLA genotype profile of this patient included HLA-DR4 which, fine mapped to the DRB1*0405-DQA1*0303-DQB1*0401 extended haplotype, reported to be a susceptibility haplotype for APS-3 in Japan. This unique genetic background might explain the clinical picture of this patient.
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Alcina A, Abad-Grau MDM, Fedetz M, Izquierdo G, Lucas M, Fernández Ó, Ndagire D, Catalá-Rabasa A, Ruiz A, Gayán J, Delgado C, Arnal C, Matesanz F. Multiple sclerosis risk variant HLA-DRB1*1501 associates with high expression of DRB1 gene in different human populations. PLoS One 2012; 7:e29819. [PMID: 22253788 PMCID: PMC3258250 DOI: 10.1371/journal.pone.0029819] [Citation(s) in RCA: 74] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2011] [Accepted: 12/06/2011] [Indexed: 01/19/2023] Open
Abstract
The human leukocyte antigen (HLA) DRB1*1501 has been consistently associated with multiple sclerosis (MS) in nearly all populations tested. This points to a specific antigen presentation as the pathogenic mechanism though this does not fully explain the disease association. The identification of expression quantitative trait loci (eQTL) for genes in the HLA locus poses the question of the role of gene expression in MS susceptibility. We analyzed the eQTLs in the HLA region with respect to MS-associated HLA-variants obtained from genome-wide association studies (GWAS). We found that the Tag of DRB1*1501, rs3135388 A allele, correlated with high expression of DRB1, DRB5 and DQB1 genes in a Caucasian population. In quantitative terms, the MS-risk AA genotype carriers of rs3135388 were associated with 15.7-, 5.2- and 8.3-fold higher expression of DQB1, DRB5 and DRB1, respectively, than the non-risk GG carriers. The haplotype analysis of expression-associated variants in a Spanish MS cohort revealed that high expression of DRB1 and DQB1 alone did not contribute to the disease. However, in Caucasian, Asian and African American populations, the DRB1*1501 allele was always highly expressed. In other immune related diseases such as type 1 diabetes, inflammatory bowel disease, ulcerative colitis, asthma and IgA deficiency, the best GWAS-associated HLA SNPs were also eQTLs for different HLA Class II genes. Our data suggest that the DR/DQ expression levels, together with specific structural properties of alleles, seem to be the causal effect in MS and in other immunopathologies rather than specific antigen presentation alone.
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Affiliation(s)
- Antonio Alcina
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain
- * E-mail: (FM); (AA)
| | - María del Mar Abad-Grau
- Departamento de Lenguajes y Sistemas Informáticos, CITIC, Universidad de Granada, Granada, Spain
| | - María Fedetz
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain
| | | | - Miguel Lucas
- Servicio de Biología Molecular, Hospital Virgen Macarena, Sevilla, Spain
| | - Óscar Fernández
- Servicio de Neurología, Instituto de Neurociencias Clínicas, Hospital Carlos Haya, Málaga, Spain
| | - Dorothy Ndagire
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain
| | - Antonio Catalá-Rabasa
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain
| | - Agustín Ruiz
- Departamento de Genómica Estructural, Neocodex, Sevilla, Spain
| | - Javier Gayán
- Departamento de Genómica Estructural, Neocodex, Sevilla, Spain
| | | | - Carmen Arnal
- Servicio de Neurología, Hospital Virgen de las Nieves, Granada, Spain
| | - Fuencisla Matesanz
- Instituto de Parasitología y Biomedicina “López Neyra”, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain
- Unidad de Esclerosis Múltiple, Hospital Virgen Macarena, Sevilla, Spain
- * E-mail: (FM); (AA)
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Zettl UK, Stüve O, Patejdl R. Immune-mediated CNS diseases: A review on nosological classification and clinical features. Autoimmun Rev 2012; 11:167-73. [DOI: 10.1016/j.autrev.2011.05.008] [Citation(s) in RCA: 63] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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Donev RM, Howell OW. Polymorphisms in neuropsychiatric and neuroinflammatory disorders and the role of next generation sequencing in early diagnosis and treatment. ADVANCES IN PROTEIN CHEMISTRY AND STRUCTURAL BIOLOGY 2012; 89:85-116. [PMID: 23046883 DOI: 10.1016/b978-0-12-394287-6.00004-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
A number of polymorphisms have been implicated in different neuropsychiatric and neurological disorders. Polymorphisms in neurological disorders with a central immune component are well described, mainly due to their role in increasing neurodegeneration. For example, the role of polymorphisms in Alzheimer's disease in accumulation of amyloid plaques is now well established. In contrast, polymorphisms resulting in or affecting psychiatric disorders are less well studied and frequently are not replicated by meta-analysis. Furthermore, even if a significant association has been confirmed, the role of the identified polymorphism in causing and/or augmenting the disorder is often difficult to rationalize. Here, we review polymorphisms found associated with different neuroinflammatory and neuropsychiatric disorders and discuss the role of next generation sequencing in early diagnosis and treatment and as a tool in studying their functional consequences.
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Affiliation(s)
- Rossen M Donev
- Institute of Life Science, College of Medicine, Swansea University, Swansea, UK.
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Harbo HF, Lorentzen AR, Lie BA, Celius EG, Spurkland A. [New gene map for multiple sclerosis]. TIDSSKRIFT FOR DEN NORSKE LEGEFORENING 2011; 131:2126-30. [PMID: 22048209 DOI: 10.4045/tidsskr.10.0823] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022] Open
Abstract
BACKGROUND Multiple sclerosis (MS) is a demyelinating, inflammatory disease of the central nervous system which affects young adults with a relapsing or progressive disease course. The etiology of the disease is unknown, but both environmental and genetic factors contribute to the risk of developing MS. MATERIAL AND METHODS We give an overview of new knowledge of the genetic risk factors for MS, based on our own work as well as on literature in this field. RESULTS Through genome-wide association studies and subsequent replication studies a series of novel MS genes have recently been identified, in addition to the HLA association previously described. The International MS Genetics Consortium in collaboration with the Wellcome Trust Case Control Consortium recently published a genome-wide study of 9,722 MS patients and 17,376 controls. Genome-wide significant association (p < 10-8) was observed for 29 new as well as 23 previously identified gene regions, in addition to the HLA-DRB1 and -A loci .The majority of these MS-associated regions encode immune-related molecules. CONCLUSION Genetic studies of large patient and control samples obtained through international and national collaborations have identified a list of more than 50 MS risk-gene regions, in addition to HLA-DRB1 and -A loci. The risk associated with each of these loci is low, however, they collectively point to the importance of immune-related pathways in the etiology of MS.
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Affiliation(s)
- Hanne F Harbo
- Nevrologisk avdeling, Oslo universitetssykehus, Ullevål, Norway.
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Sundqvist E, Sundström P, Lindén M, Hedström AK, Aloisi F, Hillert J, Kockum I, Alfredsson L, Olsson T. Epstein-Barr virus and multiple sclerosis: interaction with HLA. Genes Immun 2011; 13:14-20. [PMID: 21776012 DOI: 10.1038/gene.2011.42] [Citation(s) in RCA: 125] [Impact Index Per Article: 9.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
Epstein-Barr virus (EBV) infection, history of infectious mononucleosis (IM) and HLA-A and DRB1 have all been proposed as risk factors for multiple sclerosis (MS). Our aim was to analyse possible interactions between antibodies against Epstein-Barr virus nuclear antigen 1 (EBNA1) or EBNA1 fragments, presence of DRB1*15 and absence of A*02. The study population includes newly diagnosed cases and matched controls. Interaction on the additive scale was calculated using attributable proportion due to interaction (AP), which is the proportion of the incidence among individuals exposed to two interacting factors that is attributable to the interaction per se. IM showed association with MS, odds ratio (OR)=1.89 (1.45-2.48% confidence interval (CI)), as did raised EBNA1 IgG OR=1.74 (1.38-2.18 95%CI). All EBNA1 fragment IgGs were associated with MS risk. However, EBNA1 fragment 385-420 IgG levels were more strongly associated to MS than total EBNA1 IgG, OR=3.60 (2.75-4.72 95%CI), and also interacted with both DRB1*15 and absence of A*02, AP 0.60 (0.45-0.76 95%CI) and AP 0.39 (0.18-0.61 95%CI), respectively. The observed interaction between HLA class I and II genotype and reactivity to EBV-related epitopes suggest that the mechanism through which HLA genes influence the risk of MS may, at least in part, involve the immune control of EBV infection.
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Affiliation(s)
- E Sundqvist
- Neuroimmunology Unit, Department of Clinical Neuroscience, Center for Molecular Medicine L8:05, Karolinska Institutet, Stockholm, Sweden.
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TRAIL/TRAIL receptor system and susceptibility to multiple sclerosis. PLoS One 2011; 6:e21766. [PMID: 21814551 PMCID: PMC3140982 DOI: 10.1371/journal.pone.0021766] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2011] [Accepted: 06/06/2011] [Indexed: 01/10/2023] Open
Abstract
The TNF-related apoptosis inducing ligand (TRAIL)/TRAIL receptor system participates in crucial steps in immune cell activation or differentiation. It is able to inhibit proliferation and activation of T cells and to induce apoptosis of neurons and oligodendrocytes, and seems to be implicated in autoimmune diseases. Thus, TRAIL and TRAIL receptor genes are potential candidates for involvement in susceptibility to multiple sclerosis (MS). To test whether single-nucleotide polymorphisms (SNPs) in the human genes encoding TRAIL, TRAILR-1, TRAILR-2, TRAILR-3 and TRAILR-4 are associated with MS susceptibility, we performed a candidate gene case-control study in the Spanish population. 59 SNPs in the TRAIL and TRAIL receptor genes were analysed in 628 MS patients and 660 controls, and validated in an additional cohort of 295 MS patients and 233 controls. Despite none of the SNPs withstood the highly conservative Bonferroni correction, three SNPs showing uncorrected p values<0.05 were successfully replicated: rs4894559 in TRAIL gene, p = 9.8×10−4, OR = 1.34; rs4872077, in TRAILR-1 gene, p = 0.005, OR = 1.72; and rs1001793 in TRAILR-2 gene, p = 0.012, OR = 0.84. The combination of the alleles G/T/A in these SNPs appears to be associated with a reduced risk of developing MS (p = 2.12×10−5, OR = 0.59). These results suggest that genes of the TRAIL/TRAIL receptor system exerts a genetic influence on MS.
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Trowsdale J. The MHC, disease and selection. Immunol Lett 2011; 137:1-8. [PMID: 21262263 DOI: 10.1016/j.imlet.2011.01.002] [Citation(s) in RCA: 144] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2010] [Revised: 12/24/2010] [Accepted: 01/05/2011] [Indexed: 01/22/2023]
Abstract
Given large sample sizes, whole genome screens are now able to identify even quite modest contributions of common human genetic variation to disease. These approaches, made possible by the development of high-throughput, dense SNP genotyping, find few associations stronger than those for the human MHC, in multigenic autoimmune conditions. They confirm earlier findings that the major variants affecting susceptibility and resistance to autoimmunity relate to MHC class I and class II genes. It is generally assumed, although there are few good examples, that selection for resistance to infection drives evolution of MHC variation. Many MHC-associated diseases may be the price paid for an effective immune response. Interestingly, the MHC appears to influence susceptibility to conditions unrelated to immunity, including some neuropathologies. The infectious history of the individual, conditioned by their MHC, may exert an indirect effect on these diseases, although there are hints of more direct involvement of MHC molecules in neuronal systems. Here I survey the variety of conditions associated with the MHC in relation to ideas that selection through disease resistance is dependent upon MHC variation, not only at the level of the individual, but also at the level of the population.
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Affiliation(s)
- John Trowsdale
- Department of Pathology, Tennis Court Road and CIMR, Addenbrookes Site, University of Cambridge, United Kingdom
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Romero-Pinel L, Pujal JM, Martínez-Yélamos S, Gubieras L, Matas E, Bau L, Torrabadella M, Azqueta C, Arbizu T. HLA-DRB1: genetic susceptibility and disability progression in a Spanish multiple sclerosis population. Eur J Neurol 2011; 18:337-342. [PMID: 20629714 DOI: 10.1111/j.1468-1331.2010.03148.x] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
BACKGROUND AND OBJECTIVE The association of HLA-DRB1*15 with susceptibility to multiple sclerosis (MS) has been consistently reported although its effect on the clinical phenotype is still controversial. The objectives of this study are to investigate the influence of the HLA-DRB1 alleles on the genetic susceptibility to MS and to study their impact on disability progression in a Spanish population. METHODS HLA-DRB1 typing was performed by PCR-SSP in 380 patients with sporadic MS and 1088 unrelated healthy controls. Allelic frequencies were compared between groups. We studied the correlation between the different alleles and the progression of MS. RESULTS The HLA-DRB1*15 allele in patients with MS had a statistically significant higher frequency when compared with controls (18.9% in patients vs. 10.1% in controls, Odds ratio (OR)=2.07, 95% CI=1.64-2.60, P<0.001). In the univariate analysis, the DRB1*01 and DRB1*04 alleles were associated with a worse prognosis when considering the time to reach an EDSS of 6, whereas the DRB1*03 was correlated with a better outcome. In the multivariate analysis, the alleles*01 and *04 were demonstrated to be independent factors to have a worse prognosis. CONCLUSIONS HLA-DRB1*15 is associated with MS when comparing patients with unrelated healthy controls in a Spanish population. The HLA-DRB1*01 and HLA-DRB1*04 alleles are related to a worse prognosis when considering the time taken to reach severe disability.
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Affiliation(s)
- L Romero-Pinel
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - J M Pujal
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - S Martínez-Yélamos
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - L Gubieras
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - E Matas
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - L Bau
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
| | - M Torrabadella
- Banc de cordó umbilical, Banc de sang i teixits, Barcelona, Spain
| | - C Azqueta
- Banc de cordó umbilical, Banc de sang i teixits, Barcelona, Spain
| | - T Arbizu
- Multiple Sclerosis Unit, Neurology Department, Hospital Universitari de Bellvitge, IDIBELL
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Greer JM, McCombe PA. Role of gender in multiple sclerosis: clinical effects and potential molecular mechanisms. J Neuroimmunol 2011; 234:7-18. [PMID: 21474189 DOI: 10.1016/j.jneuroim.2011.03.003] [Citation(s) in RCA: 92] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2010] [Revised: 03/05/2011] [Accepted: 03/07/2011] [Indexed: 01/14/2023]
Abstract
Multiple sclerosis (MS) is more prevalent in females than males, and this female predominance is increasing as time goes by. Additionally, gender appears to play critical roles in development, progression and treatment of MS, and is therefore an aspect that should always be considered in the design and interpretation of research and clinical trials for MS. In this review, factors that could potentially explain the gender-biased observations in MS are discussed. These include sex-specific differences between the male and female immune systems and nervous systems, genetic and epigenetic or environmental-related effects, the effects of gonadal hormones, and materno-fetal interactions.
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Affiliation(s)
- Judith M Greer
- The University of Queensland, UQ Centre for Clinical Research, Royal Brisbane & Women's Hospital, Brisbane, 4029, Australia.
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45
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Boppana S, Huang H, Ito K, Dhib-Jalbut S. Immunologic Aspects of Multiple Sclerosis. ACTA ACUST UNITED AC 2011; 78:207-20. [DOI: 10.1002/msj.20249] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Gourraud PA, McElroy JP, Caillier SJ, Johnson BA, Santaniello A, Hauser SL, Oksenberg JR. Aggregation of multiple sclerosis genetic risk variants in multiple and single case families. Ann Neurol 2011; 69:65-74. [PMID: 21280076 DOI: 10.1002/ana.22323] [Citation(s) in RCA: 68] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
OBJECTIVE Multiple sclerosis (MS) is a multifactorial neurologic disease characterized by modest but tractable heritability. Genome-wide association studies have identified and/or validated multiple polymorphisms in approximately 16 genes associated with susceptibility. We aimed at investigating the aggregation of genetic MS risk markers in individuals by comparing multiple- and single-case families. METHODS A weighted log-additive integrative approach termed MS genetic burden (MSGB) was used to account for the well-established genetic variants from previous association studies and meta-analyses. The corresponding genetic burden and its transmission was analyzed in 1,213 independent MS families (810 sporadic and 403 multicase families). RESULTS MSGB analysis demonstrated a higher aggregation of susceptibility variants in multicase compared to sporadic MS families. In addition, the aggregation of non-major histocompatibility complex single nucleotide polymorphisms depended neither on gender nor on the presence or absence of HLA-DRB1*15:01 alleles. Interestingly, although a greater MSGB in siblings of MS patients was associated with an increased risk of MS (odds ratio, 2.1; p = 0.001), receiver operating characteristic curves of MSGB differences between probands and sibs (area under the receiver operator curves, 0.57 [95% confidence interval, 0.53-0.61]) show that case-control status prediction of MS cannot be achieved with the currently available genetic data. INTERPRETATION The primary interest in the MSGB concept resides in its capacity to integrate cumulative genetic contributions to MS risk. This analysis underlines the high variability of family load with known common variants. This novel approach can be extended to other genetically complex diseases. Despite the emphasis on assembling large case-control datasets, multigenerational, multiaffected families remain an invaluable resource for advancing the understanding of the genetic architecture of complex traits.
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Affiliation(s)
- Pierre-Antoine Gourraud
- Department of Neurology, School of Medicine, University of California at San Francisco, San Francisco, CA, USA
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Kala M, Miravalle A, Vollmer T. Recent insights into the mechanism of action of glatiramer acetate. J Neuroimmunol 2011; 235:9-17. [PMID: 21402415 DOI: 10.1016/j.jneuroim.2011.01.009] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2010] [Revised: 01/20/2011] [Accepted: 01/24/2011] [Indexed: 01/04/2023]
Abstract
Glatiramer acetate (GA, Copaxone®, co-polymer 1) is an immunomodulatory therapy approved in 1996 by the United States Food and Drug Administration for treatment of relapsing-remitting multiple sclerosis. GA has a good safety profile, moderate efficacy, and a unique mode of action. Recent evidence in an animal model of MS, experimental autoimmune encephalomyelitis (EAE), suggests that GA effects on NK cells and B cells may contribute to therapeutic efficacy. We review the mechanism of action of GA, with particular focus on recent data suggesting a role for regulatory B cells.
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Affiliation(s)
- Mrinalini Kala
- Division of Neurology, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, 350 West Thomas Road, Phoenix, AZ 85013, USA.
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Hedström AK, Sundqvist E, Bäärnhielm M, Nordin N, Hillert J, Kockum I, Olsson T, Alfredsson L. Smoking and two human leukocyte antigen genes interact to increase the risk for multiple sclerosis. Brain 2011; 134:653-64. [DOI: 10.1093/brain/awq371] [Citation(s) in RCA: 179] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
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Abstract
PURPOSE OF REVIEW Inflammatory and auto-immune disorders of the central nervous system are a heterogeneous group of disorders. Many of these disorders are potentially treatable with immune therapies that can reduce disability or prevent death. We review the clinical value of biomarkers which can aid in the diagnosis of paediatric inflammatory and auto-immune central nervous system (CNS) disorders. RECENT FINDINGS This review will first describe the clinical usefulness of nonspecific biomarkers of CNS inflammation such as cerebrospinal fluid neopterin and oligoclonal bands. Neopterin is produced by immune and neuronal cells after stimulation by interferon species and is increased in a broad range of inflammatory and auto-immune CNS disorders. Oligoclonal bands represent clonal production of immunoglobulin G in the CNS and are present in demyelinating, auto-immune, and infectious CNS disorders. In addition, we will review new advances in the immunogenetic investigation of familial auto-inflammatory disorders such as Aicardi-Goutières syndrome and Chronic Infantile Neurologic Cutaneous Articular syndrome. Finally, we will review the clinical utility of auto-antibodies in CNS disorders, with specific focus on auto-antibodies that bind to cell surface proteins such as N-methyl-D-asparate receptor, voltage-gated potassium channels, myelin oligodendrocyte glycoprotein, and aquaporin-4. SUMMARY These biomarkers are increasingly important in the recognition and treatment of inflammatory and auto-immune CNS disorders. Like many biomarkers in paediatric practice, it is essential to interpret the findings in the context of the patient history and examination.
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Tufekci KU, Oner MG, Genc S, Genc K. MicroRNAs and Multiple Sclerosis. Autoimmune Dis 2010; 2011:807426. [PMID: 21188194 PMCID: PMC3003960 DOI: 10.4061/2011/807426] [Citation(s) in RCA: 41] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2010] [Accepted: 10/16/2010] [Indexed: 12/21/2022] Open
Abstract
MicroRNAs (miRNAs) have recently emerged as a new class of modulators of gene expression. miRNAs control protein synthesis by targeting mRNAs for translational repression or degradation at the posttranscriptional level. These noncoding RNAs are endogenous, single-stranded molecules approximately 22 nucleotides in length and have roles in multiple facets of immunity, from regulation of development of key cellular players to activation and function in immune responses. Recent studies have shown that dysregulation of miRNAs involved in immune responses leads to autoimmunity. Multiple sclerosis (MS) serves as an example of a chronic and organ-specific autoimmune disease in which miRNAs modulate immune responses in the peripheral immune compartment and the neuroinflammatory process in the brain. For MS, miRNAs have the potential to serve as modifying drugs. In this review, we summarize current knowledge of miRNA biogenesis and mode of action and the diverse roles of miRNAs in modulating the immune and inflammatory responses. We also review the role of miRNAs in autoimmunity, focusing on emerging data regarding miRNA expression patterns in MS. Finally, we discuss the potential of miRNAs as a disease marker and a novel therapeutic target in MS. Better understanding of the role of miRNAs in MS will improve our knowledge of the pathogenesis of this disease.
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Affiliation(s)
- Kemal Ugur Tufekci
- Department of Neuroscience, Health Science Institute, Dokuz Eylul University, Inciralti, 35340 Izmir, Turkey
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