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Meta-analysis of Immunochip data of four autoimmune diseases reveals novel single-disease and cross-phenotype associations.

dc.contributor.authorMárquez, Ana
dc.contributor.authorKerick, Martin
dc.contributor.authorZhernakova, Alexandra
dc.contributor.authorGutierrez-Achury, Javier
dc.contributor.authorChen, Wei-Min
dc.contributor.authorOnengut-Gumuscu, Suna
dc.contributor.authorGonzález-Álvaro, Isidoro
dc.contributor.authorRodriguez-Rodriguez, Luis
dc.contributor.authorRios-Fernández, Raquel
dc.contributor.authorGonzález-Gay, Miguel A
dc.contributor.authorCoeliac Disease Immunochip Consortium
dc.contributor.authorRheumatoid Arthritis Consortium International for Immunochip (RACI)
dc.contributor.authorInternational Scleroderma Group
dc.contributor.authorType 1 Diabetes Genetics Consortium
dc.contributor.authorMayes, Maureen D
dc.contributor.authorRaychaudhuri, Soumya
dc.contributor.authorRich, Stephen S
dc.contributor.authorWijmenga, Cisca
dc.contributor.authorMartín, Javier
dc.date.accessioned2023-01-25T10:26:48Z
dc.date.available2023-01-25T10:26:48Z
dc.date.issued2018-12-20
dc.description.abstractIn recent years, research has consistently proven the occurrence of genetic overlap across autoimmune diseases, which supports the existence of common pathogenic mechanisms in autoimmunity. The objective of this study was to further investigate this shared genetic component. For this purpose, we performed a cross-disease meta-analysis of Immunochip data from 37,159 patients diagnosed with a seropositive autoimmune disease (11,489 celiac disease (CeD), 15,523 rheumatoid arthritis (RA), 3477 systemic sclerosis (SSc), and 6670 type 1 diabetes (T1D)) and 22,308 healthy controls of European origin using the R package ASSET. We identified 38 risk variants shared by at least two of the conditions analyzed, five of which represent new pleiotropic loci in autoimmunity. We also identified six novel genome-wide associations for the diseases studied. Cell-specific functional annotations and biological pathway enrichment analyses suggested that pleiotropic variants may act by deregulating gene expression in different subsets of T cells, especially Th17 and regulatory T cells. Finally, drug repositioning analysis evidenced several drugs that could represent promising candidates for CeD, RA, SSc, and T1D treatment. In this study, we have been able to advance in the knowledge of the genetic overlap existing in autoimmunity, thus shedding light on common molecular mechanisms of disease and suggesting novel drug targets that could be explored for the treatment of the autoimmune diseases studied.
dc.identifier.doi10.1186/s13073-018-0604-8
dc.identifier.essn1756-994X
dc.identifier.pmcPMC6302306
dc.identifier.pmid30572963
dc.identifier.pubmedURLhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6302306/pdf
dc.identifier.unpaywallURLhttps://doi.org/10.1186/s13073-018-0604-8
dc.identifier.urihttp://hdl.handle.net/10668/13342
dc.issue.number1
dc.journal.titleGenome medicine
dc.journal.titleabbreviationGenome Med
dc.language.isoen
dc.organizationHospital Universitario San Cecilio
dc.organizationHospital Universitario Virgen de las Nieves
dc.page.number97
dc.pubmedtypeJournal Article
dc.pubmedtypeMeta-Analysis
dc.pubmedtypeMulticenter Study
dc.pubmedtypeResearch Support, N.I.H., Extramural
dc.pubmedtypeResearch Support, Non-U.S. Gov't
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectAutoimmune disease, functional enrichment analysis
dc.subjectCeliac disease
dc.subjectCross-disease meta-analysis, Immunochip
dc.subjectRheumatoid arthritis
dc.subjectSystemic sclerosis
dc.subjectType 1 diabetes
dc.subject.meshArthritis, Rheumatoid
dc.subject.meshAutoimmune Diseases
dc.subject.meshCeliac Disease
dc.subject.meshDiabetes Mellitus, Type 1
dc.subject.meshGenetic Predisposition to Disease
dc.subject.meshGenome-Wide Association Study
dc.subject.meshHumans
dc.subject.meshMolecular Sequence Annotation
dc.subject.meshPolymorphism, Single Nucleotide
dc.subject.meshScleroderma, Systemic
dc.titleMeta-analysis of Immunochip data of four autoimmune diseases reveals novel single-disease and cross-phenotype associations.
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number10
dspace.entity.typePublication

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