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Habek M, Blazekovic A, Gotovac Jercic K, Pivac N, Outero TF, Borovecki F, Brinar V. Genome-Wide Expression Profile in People with Optic Neuritis Associated with Multiple Sclerosis. Biomedicines 2023; 11:2209. [PMID: 37626706 PMCID: PMC10452153 DOI: 10.3390/biomedicines11082209] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Revised: 07/13/2023] [Accepted: 07/20/2023] [Indexed: 08/27/2023] Open
Abstract
The aim of this study was to perform a genome-wide expression analysis of whole-blood samples from people with optic neuritis (ON) and to determine differentially expressed mRNAs compared to healthy control subjects. The study included eight people with acute ON and six healthy control subjects. Gene expression was analyzed using DNA microarrays for whole-human-genome analysis, which contain 54,675 25-base pairs. The additional biostatistical analysis included gene ontology analysis and gene set enrichment analysis (GSEA). Quantitative RT-PCR (qPCR) was used to confirm selected differentially expressed genes. In total, 722 differently expressed genes were identified, with 377 exhibiting increased, and 345 decreased, expression. Gene ontology analysis and GSEA revealed that protein phosphorylation and intracellular compartment, apoptosis inhibition, pathways involved in cell cycles, T and B cell functions, and anti-inflammatory central nervous system (CNS) pathways are implicated in ON pathology. qPCR confirmed the differential expression of eight selected genes, with SLPI, CR3, and ITGA4 exhibiting statistically significant results. In conclusion, whole-blood gene expression analysis showed significant differences in the expression profiles of people with ON compared to healthy control subjects. Additionally, pathways involved in T cell regulation and anti-inflammatory pathways within CNS were identified as important in the early phases of MS.
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Affiliation(s)
- Mario Habek
- Department of Neurology, Referral Center for Autonomic Nervous System Disorders, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Antonela Blazekovic
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department for Anatomy and Clinical Anatomy, University of Zagreb School of Medicine, 10000 Zagreb, Croatia
| | - Kristina Gotovac Jercic
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Nela Pivac
- Division of Molecular Medicine, Rudjer Bošković Institute, 10002 Zagreb, Croatia
| | - Tiago Fleming Outero
- Department of Experimental Neurodegeneration, Centre for Biostructural Imaging of Neurodegeneration, University Medical Centre Göttingen, 37075 Göttingen, Germany
- Max Planck Institute for Experimental Medicine, 37075 Göttingen, Germany
- Translational and Clinical Research Institute, Faculty of Medical Sciences, Newcastle University, Framlington Place, Newcastle upon Tyne NE1 7RU, UK
- German Centre for Neurodegenerative Diseases (DZNE), 17475 Göttingen, Germany
| | - Fran Borovecki
- Department for Functional Genomics, Center for Translational and Clinical Research, University of Zagreb School of Medicine, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
| | - Vesna Brinar
- Department of Neurology, University Hospital Centre Zagreb, 10000 Zagreb, Croatia
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2
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Abstract
Translational genomics represents a broad field of study that combines genome and transcriptome-wide studies in humans and model systems to refine our understanding of human biology and ultimately identify new ways to treat and prevent disease. The approaches to translational genomics can be broadly grouped into two methodologies, forward and reverse genomic translation. Traditional (forward) genomic translation begins with model systems and aims at using unbiased genetic associations in these models to derive insight into biological mechanisms that may also be relevant in human disease. Reverse genomic translation begins with observations made through human genomic studies and refines these observations through follow-up studies using model systems. The ultimate goal of these approaches is to clarify intervenable processes as targets for therapeutic development. In this review, we describe some of the approaches being taken to apply translational genomics to the study of diseases commonly encountered in the neurocritical care setting, including hemorrhagic and ischemic stroke, traumatic brain injury, subarachnoid hemorrhage, and status epilepticus, utilizing both forward and reverse genomic translational techniques. Further, we highlight approaches in the field that could be applied in neurocritical care to improve our ability to identify new treatment modalities as well as to provide important information to patients about risk and prognosis.
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Affiliation(s)
- Pavlos Myserlis
- Center for Genomic Medicine, Massachusetts General Hospital, 185 Cambridge Street, CPZN 6818, Boston, MA, 02114, USA
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA
| | - Farid Radmanesh
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher D Anderson
- Center for Genomic Medicine, Massachusetts General Hospital, 185 Cambridge Street, CPZN 6818, Boston, MA, 02114, USA.
- Program in Medical and Population Genetics, Broad Institute, Cambridge, MA, USA.
- Division of Neurocritical Care and Emergency Neurology, Department of Neurology, Massachusetts General Hospital, Boston, MA, USA.
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA.
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3
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Wohland T, Schleinitz D. Identification of Disease-Related Genes Using a Genome-Wide Association Study Approach. Methods Mol Biol 2018; 1706:113-150. [PMID: 29423796 DOI: 10.1007/978-1-4939-7471-9_7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Genome-wide association studies (GWAS) provide a hypothesis-free approach to discover genetic variants contributing to the risk of a certain disease or disease-related trait. Ongoing efforts to annotate the human genome have helped to localize disease-causing variants and point to mechanisms by which genetic variants might exert functional effects. By integrating bioinformatics approaches with in vivo and in vitro genomic strategies to predict and subsequently validate the functional roles of GWAS-identified variants, disease-related pathways can be characterized, providing new possibilities for therapeutic intervention. Here, we describe a basic workflow, from sample preparation to data analysis, for performing a GWAS to identify disease genes. We also discuss resources for the annotation and interpretation of GWAS results.
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Affiliation(s)
- Tobias Wohland
- IFB AdiposityDiseases, Leipzig University Medical Center, University of Leipzig - Medical Faculty, Liebigstrasse 19-21, 04103, Leipzig, Germany
| | - Dorit Schleinitz
- IFB AdiposityDiseases, Leipzig University Medical Center, University of Leipzig - Medical Faculty, Liebigstrasse 19-21, 04103, Leipzig, Germany.
- Clinic and Policlinic for Endocrinology and Nephrology, Leipzig University Medical Center, Leipzig, Germany.
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4
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Abstract
Genome-wide association study (GWAS) technology has been a primary method for identifying the genes responsible for diseases and other traits for the past 10 years. Over 2,000 human GWAS reports now appear in the scientific journals. The technology is continuing to improve, and has recently become accessible to researchers studying a wide variety of animals, plants and model organisms. Here, we present an overview of GWAS concepts: the underlying biology, the origins of the method, and the primary components of a GWAS experiment.
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Affiliation(s)
- Andreas Scherer
- Golden Helix, Inc, a leading DNA analytics company. University of Hagen, Germany
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5
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Xie Z, Chan EC, Druey KM. R4 Regulator of G Protein Signaling (RGS) Proteins in Inflammation and Immunity. AAPS JOURNAL 2015; 18:294-304. [PMID: 26597290 DOI: 10.1208/s12248-015-9847-0] [Citation(s) in RCA: 69] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/24/2015] [Accepted: 11/11/2015] [Indexed: 11/30/2022]
Abstract
G protein-coupled receptors (GPCRs) have important functions in both innate and adaptive immunity, with the capacity to bridge interactions between the two arms of the host responses to pathogens through direct recognition of secreted microbial products or the by-products of host cells damaged by pathogen exposure. In the mid-1990s, a large group of intracellular proteins was discovered, the regulator of G protein signaling (RGS) family, whose main, but not exclusive, function appears to be to constrain the intensity and duration of GPCR signaling. The R4/B subfamily--the focus of this review--includes RGS1-5, 8, 13, 16, 18, and 21, which are the smallest RGS proteins in size, with the exception of RGS3. Prominent roles in the trafficking of B and T lymphocytes and macrophages have been described for RGS1, RGS13, and RGS16, while RGS18 appears to control platelet and osteoclast functions. Additional G protein independent functions of RGS13 have been uncovered in gene expression in B lymphocytes and mast cell-mediated allergic reactions. In this review, we discuss potential physiological roles of this RGS protein subfamily, primarily in leukocytes having central roles in immune and inflammatory responses. We also discuss approaches to target RGS proteins therapeutically, which represents a virtually untapped strategy to combat exaggerated immune responses leading to inflammation.
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Affiliation(s)
- Zhihui Xie
- Molecular Signal Transduction Section, Laboratory of Allergic Diseases, NIAID/NIH, 50 South Drive Room 4154, Bethesda, Maryland, 20892, USA
| | - Eunice C Chan
- Molecular Signal Transduction Section, Laboratory of Allergic Diseases, NIAID/NIH, 50 South Drive Room 4154, Bethesda, Maryland, 20892, USA
| | - Kirk M Druey
- Molecular Signal Transduction Section, Laboratory of Allergic Diseases, NIAID/NIH, 50 South Drive Room 4154, Bethesda, Maryland, 20892, USA.
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6
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Lee YH, Seo YH, Kim JH, Choi SJ, Ji JD, Song GG. Meta-analysis of associations between MTHFR and GST polymorphisms and susceptibility to multiple sclerosis. Neurol Sci 2015; 36:2089-96. [PMID: 26150166 DOI: 10.1007/s10072-015-2318-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2015] [Accepted: 07/01/2015] [Indexed: 10/23/2022]
Abstract
We examined whether methylenetetrahydrofolate reductase (MTHFR) and glutathione S-transferase (GST) polymorphisms are associated with susceptibility to multiple sclerosis (MS). We performed a meta-analysis on the association between MS and the following genotypes: MTHFR C677T, A1298C, and GSTP1 A313G polymorphisms, and GSTM1 and GSTT1 null alleles. Fifteen comparisons involving 2,486 patients and 2,861 controls were considered. Meta-analysis of all study subjects considered together showed no association between MS and the MTHFR 677 T allele (OR = 1.014, 95 % CI 0.803-1.280, p = 0.909). Stratification by ethnicity showed no similar association in Caucasian and Arab populations. Likewise, no link was found between MS and the MTHFR 1298 C allele in the total data (OR = 2.477, 95 % CI 0.507-12.10, p = 0.263), nor when it was stratified by ethnicity. No association with MS was observed in relation to the GSTM1 null genotype in Caucasian populations (OR = 1.229, 95 % CI 0.693-2.181, p = 0.481), nor with the GSTP1 A313G polymorphism (OR for G allele = 1.133, 95 % CI 0.903-1.421, p = 0.281). However, there was an association between MS and the GSTT1 null genotype in data obtained from Caucasian populations (OR = 1.945, 95 % CI 1.452-2.605, p = 8.6 × 10(-7)). GSTT1 null genotype is associated with MS in Caucasian populations; however, no association was found between MS and polymorphisms of MTHFR, GSTM1, and GSTP1.
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Affiliation(s)
- Young Ho Lee
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea.
| | - Young Ho Seo
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea
| | - Jae-Hoon Kim
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea
| | - Sung Jae Choi
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea
| | - Jong Dae Ji
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea
| | - Gwan Gyu Song
- Division of Rheumatology, Department of Internal Medicine, Korea University Medical Center, Korea University College of Medicine, 126-1, Anam-dong 5-ga, Seongbuk-gu, Seoul, 136-705, Korea
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7
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da Silva FP, Preuhs Filho G, Finger E, Barbeiro HV, Zampieri FG, Goulart AC, Torggler Filho F, Panajotopoulos N, Velasco IT, Kalil J, de Souza HP, da Cruz Neto LM, Rodrigues H. HLA-A*31 as a marker of genetic susceptibility to sepsis. Rev Bras Ter Intensiva 2015; 25:284-9. [PMID: 24553509 PMCID: PMC4031872 DOI: 10.5935/0103-507x.20130049] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Accepted: 10/31/2013] [Indexed: 12/04/2022] Open
Abstract
Objective The HLA haplotype has been associated with many autoimmune diseases, but no
associations have been described in sepsis. This study aims to investigate the HLA
system as a possible marker of genetic sepsis susceptibility. Methods This is a prospective cohort study including patients admitted to an intensive
care unit and healthy controls from a list of renal transplant donors. Patients
with less 18 years of age; pregnant or HIV positive patients; those with
metastatic malignancies or receiving chemotherapy; or with advanced liver disease;
or with end-of-life conditions were excluded. The DNA was extracted from the whole
blood and HLA haplotypes determined using MiliPlex®
technology. Results From October 2010 to October 2012, 1,121 patients were included (1,078 kidney
donors, 20 patients admitted with severe sepsis and 23 with septic shock).
HLA-A*31 positive subjects had increased risk of developing sepsis (OR 2.36, 95%CI
1.26-5.35). Considering a p value <0.01, no other significant association was
identified. Conclusion HLA-A*31 expression is associated to risk of developing sepsis.
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Affiliation(s)
- Fabiano Pinheiro da Silva
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Germano Preuhs Filho
- Universidade de São Paulo, Instituto do Coração, Departamento de Imunologia, São PauloSP, Brasil, Departamento de Imunologia, Instituto do Coração, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Eduardo Finger
- Laboratórios Salomão Zoppi, São PauloSP, Brasil, Laboratórios Salomão Zoppi - São Paulo (SP), Brasil
| | - Hermes Vieira Barbeiro
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Fernando Godinho Zampieri
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Alessandra Carvalho Goulart
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Francisco Torggler Filho
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Nicolas Panajotopoulos
- Universidade de São Paulo, Instituto do Coração, Departamento de Imunologia, São PauloSP, Brasil, Departamento de Imunologia, Instituto do Coração, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Irineu Tadeu Velasco
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Jorge Kalil
- Universidade de São Paulo, Instituto do Coração, Departamento de Imunologia, São PauloSP, Brasil, Departamento de Imunologia, Instituto do Coração, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Heraldo Possolo de Souza
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Luiz Monteiro da Cruz Neto
- Universidade de São Paulo, Departamento de Emergências Clínicas, São PauloSP, Brasil, Departamento de Emergências Clínicas, Universidade de São Paulo - USP - São Paulo (SP), Brasil
| | - Hélcio Rodrigues
- Universidade de São Paulo, Instituto do Coração, Departamento de Imunologia, São PauloSP, Brasil, Departamento de Imunologia, Instituto do Coração, Universidade de São Paulo - USP - São Paulo (SP), Brasil
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8
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Abstract
Neurodegenerative diseases are characterized by progressive dysfunction of the nervous system as a result of neuronal loss in the brain and spinal cord. Despite extensive research efforts aimed at development of new disease-modifying therapeutics, there is still no effective treatment to halt neurodegenerative processes. Thus, modification of current therapeutic and diagnostic research strategies is a goal of increasing urgency. The biggest limitation in neurodegenerative disease research is the lack of appropriate biomarkers. Discovery of universal biomarkers capable of diagnosing patients with neurodegenerative diseases, monitoring their response to therapy, and predicting disease progression seems to be a tall order. Instead, a combination of different methodologies in the discovery of biomarkers specific for each described aspect of the disease seems to be a more viable approach. Although application of personalized medicine in diagnosis and treatment of neurodegenerative diseases may seem far off, some recent developments, such as utilizing specific biological therapies in multiple sclerosis, microRNA profiling as a source of novel biomarkers in Parkinson’s disease, or combination of neuroimaging and proteomic analyses in diagnosis of Alzheimer’s disease patients, already point to the way clinical neurology may integrate new achievements in everyday practice. Combination of genomic, proteomic, glycomic, and metabolomic approaches may yield novel insights into molecular mechanisms of disease pathophysiology, which could then be integrated and translated into clinical neurology. Based on the developments during the past decade, it is feasible to predict that a personalized approach to treating neurological disorders will become more widely applicable in the coming years.
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9
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Abstract
Genome-wide association studies (GWAS) are a powerful tool for investigators to examine the human genome to detect genetic risk factors, reveal the genetic architecture of diseases and open up new opportunities for treatment and prevention. However, despite its successes, GWAS have not been able to identify genetic loci that are effective classifiers of disease, limiting their value for genetic testing. This chapter highlights the challenges that lie ahead for GWAS in better identifying disease risk predictors, and how we may address them. In this regard, we review basic concepts regarding GWAS, the technologies used for capturing genetic variation, the missing heritability problem, the need for efficient study design especially for replication efforts, reducing the bias introduced into a dataset, and how to utilize new resources available, such as electronic medical records. We also look to what lies ahead for the field, and the approaches that can be taken to realize the full potential of GWAS.
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Affiliation(s)
- Rishika De
- Department of Genetics, Geisel School of Medicine, Dartmouth College, Hanover, NH, USA
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10
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Shin JG, Kim HJ, Park BL, Bae JS, Kim LH, Cheong HS, Shin HD. Putative association of GPC5 polymorphism with the risk of inflammatory demyelinating diseases. J Neurol Sci 2013; 335:82-8. [DOI: 10.1016/j.jns.2013.08.031] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2013] [Revised: 08/19/2013] [Accepted: 08/21/2013] [Indexed: 11/27/2022]
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11
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Mowry EM, Carey RF, Blasco MR, Pelletier J, Duquette P, Villoslada P, Malikova I, Roger E, Kinkel RP, McDonald J, Bacchetti P, Waubant E. Multiple sclerosis susceptibility genes: associations with relapse severity and recovery. PLoS One 2013; 8:e75416. [PMID: 24130709 PMCID: PMC3793991 DOI: 10.1371/journal.pone.0075416] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2013] [Accepted: 08/12/2013] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE Patients with early multiple sclerosis (MS) have stereotyped attack severity and recovery. We sought to determine if polymorphisms in MS susceptibility genes are associated with these attack features or with the risk of a second attack. METHODS 503 white subjects evaluated within a year of MS onset were included in the study. The severity of and recovery from the first two attacks were determined based on published definitions. Seventeen MS susceptibility genes were genotyped at the UCSF MS Genetics laboratory. Each polymorphism was evaluated in multivariate ordinal models, adjusted for the other polymorphisms, for its association with attack severity and recovery. We also assessed if these polymorphisms were associated with increased risk of a second attack. RESULTS The MPHOSPH9 polymorphism was associated with greater attack severity (odds ratios [OR] = 1.47, 95% CI [1.11, 1.94], p = 0.008), while the RGS1 and TNFRSF1A polymorphisms tended to be associated with reduced attack severity. The CD6 polymorphism tended to be associated with increased odds of worse attack recovery (OR = 1.25, 95% CI [0.93, 1.68], p = 0.13). In those who were HLA-DRB1-negative, the EVI5 polymorphism was associated with attacks of less severity; in HLA-DRB1 positive patients, EVI5 was associated with attacks of greater severity and worse recovery. The IL7R, TNFRSF1A, and GPC5 polymorphisms tended to be associated with having a second event within a year. CONCLUSIONS Some MS susceptibility polymorphisms may be associated with attack severity, recovery, or frequency. Further characterization of these genes may lead to a better understanding of MS pathogenesis and to a more individualized treatment approach.
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Affiliation(s)
- Ellen M Mowry
- Multiple Sclerosis Center, Department of Neurology, Johns Hopkins University, Baltimore, Maryland, United States of America
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12
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Gyu Song G, Ho Lee Y. CTLA-4 +49 A/G and −318 C/T polymorphisms and susceptibility to multiple sclerosis: a meta-analysis. Immunol Invest 2013; 42:409-22. [DOI: 10.3109/08820139.2013.803114] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
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13
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D'Alessandro A, Zolla L. Meat science: From proteomics to integrated omics towards system biology. J Proteomics 2013; 78:558-77. [DOI: 10.1016/j.jprot.2012.10.023] [Citation(s) in RCA: 110] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2012] [Revised: 10/25/2012] [Accepted: 10/26/2012] [Indexed: 12/16/2022]
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Abstract
Genome-wide association studies (GWAS) have evolved over the last ten years into a powerful tool for investigating the genetic architecture of human disease. In this work, we review the key concepts underlying GWAS, including the architecture of common diseases, the structure of common human genetic variation, technologies for capturing genetic information, study designs, and the statistical methods used for data analysis. We also look forward to the future beyond GWAS.
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15
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Genome-wide pathway analysis of a genome-wide association study on multiple sclerosis. Mol Biol Rep 2012; 40:2557-64. [DOI: 10.1007/s11033-012-2341-1] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Accepted: 12/09/2012] [Indexed: 11/27/2022]
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16
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D'Alessandro A, Marrocco C, Rinalducci S, Mirasole C, Failla S, Zolla L. Chianina beef tenderness investigated through integrated Omics. J Proteomics 2012; 75:4381-98. [PMID: 22510581 DOI: 10.1016/j.jprot.2012.03.052] [Citation(s) in RCA: 77] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2012] [Revised: 03/12/2012] [Accepted: 03/27/2012] [Indexed: 12/25/2022]
Abstract
In the present study we performed an integrated proteomics, interactomics and metabolomics analysis of Longissimus dorsi tender and tough meat samples from Chianina beef cattle. Results were statistically handled as to obtain Pearson's correlation coefficients of the results from Omics investigation in relation to canonical tenderness-related parameters, including Warner Bratzler shear force, myofibrillar degradation (at 48 h and 10 days after slaughter), sarcomere length and total collagen content. As a result, we could observe that the tender meat group was characterized by higher levels of glycolytic enzymes, which were over-phosphorylated and produced accumulation of glycolytic intermediates. Oxidative stress promoted meat tenderness and elicited heat shock protein responses, which in turn triggered apoptosis-like cascades along with PARP fragmentation. Phosphorylation was found to be a key process in post mortem muscle conversion to meat, as it was shown not only to modulate glycolytic enzyme activities, but also mediate the stability of structural proteins at the Z-disk. On the other hand, phosphorylation of HSPs has been supposed to alter their functions through changing their affinity for target interactors. Analogies and breed-specific differences are highlighted throughout the text via a direct comparison of the present results against the ones obtained in a parallel study on Maremmana Longissimus dorsi. It emerges that, while the main cornerstones and the final outcome are maintained, post mortem metabolism in tender and tough meat yielding individuals is subtly modulated via specific higher levels of enzymes and amino acidic residue phosphorylation in a breed-specific fashion, and whether calcium homeostasis dysregulation was a key factor in Maremmana, higher early post mortem phosphocreatine levels in the Chianina tender group could favor a slower and prolonged glycolytic rate, prolonging the extent of the minimum hanging period necessary to obtain tender meat from this breed by a few days.
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Affiliation(s)
- Angelo D'Alessandro
- Department of Ecological and Biological Sciences, University of Tuscia, Largo dell'Università, snc, 01100 Viterbo, Italy
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17
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Givon U, Zeilig G, Dolev M, Achiron A. The Month of Birth and the Incidence of Multiple Sclerosis in the Israeli Population. Neuroepidemiology 2012; 38:64-8. [DOI: 10.1159/000334437] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2011] [Accepted: 10/12/2011] [Indexed: 11/19/2022] Open
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Abstract
The past decade has seen a surge of research interest in multiple sclerosis and an accelerated expansion of investigative efforts into multiple sclerosis therapeutics. Investigators have continued dissecting the complex immunological perturbations that may contribute to the disease and made major advances in understanding the genetics of multiple sclerosis. This article addresses current investigative issues and offers predictions about where the understanding and treatment of multiple sclerosis may stand at the end of the 21st century's second decade.
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19
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Varicella zoster virus and relapsing remitting multiple sclerosis. Mult Scler Int 2011; 2011:214763. [PMID: 22096629 PMCID: PMC3195831 DOI: 10.1155/2011/214763] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2010] [Revised: 01/04/2011] [Accepted: 02/02/2011] [Indexed: 01/24/2023] Open
Abstract
Multiple sclerosis (MS) is an immune-mediated disorder; however, little is known about the triggering factors of the abnormal immune response. Different viruses from the herpes family have been mentioned as potential participants. Here, we review the evidences that support the association of varicella zoster virus (VZV) with MS. Epidemiological studies from geographical areas, where incidence of MS has increased in recent decades, pointed out a high frequency of varicella and zoster in the clinical antecedents of MS patients, and also laboratory investigations have found large quantities of DNA from VZV in leucocytes and cerebrospinal fluid of MS patients restricted to the ephemeral period of MS relapse, followed by disappearance of the virus during remission. The above observations and the peculiar features of VZV, mainly characterized by its neurotropism and long periods of latency followed by viral reactivation, support the idea on the participation of VZV in the etiology of MS. However, as with reports from studies with other viruses, particularly Epstein Barr virus, conflicting results on confirmatory studies about the presence of viral gene products in brain tissue indicate the need for further research on the potential participation of VZV in the etiology of MS.
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