Publication:
Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts

dc.contributor.authorSánchez-Maldonado, Jose Manuel
dc.contributor.authorCáliz, Rafael
dc.contributor.authorLópez-Nevot, Miguel Ángel
dc.contributor.authorCabrera-Serrano, Antonio José
dc.contributor.authorMoñiz-Díez, Ana
dc.contributor.authorCanhão, Helena
dc.contributor.authorTer Horst, Rob
dc.contributor.authorQuartuccio, Luca
dc.contributor.authorSorensen, Signe B.
dc.contributor.authorGlintborg, Bente
dc.contributor.authorHetland, Merete L.
dc.contributor.authorFilipescu, Ileana
dc.contributor.authorPérez-Pampin, Eva
dc.contributor.authorConesa-Zamora, Pablo
dc.contributor.authorSwierkot, Jerzy
dc.contributor.authorden Broeder, Alfons A.
dc.contributor.authorDe Vita, Salvatore
dc.contributor.authorPetersen, Eva Rabing Brix
dc.contributor.authorLi, Yang
dc.contributor.authorFerrer, Miguel A.
dc.contributor.authorEscudero, Alejandro
dc.contributor.authorNetea, Mihai G.
dc.contributor.authorCoenen, Marieke J. H.
dc.contributor.authorAndersen, Vibeke
dc.contributor.authorFonseca, João E.
dc.contributor.authorJurado, Manuel
dc.contributor.authorBogunia-Kubik, Katarzyna
dc.contributor.authorCollantes, Eduardo
dc.contributor.authorSainz, Juan
dc.contributor.authoraffiliation[Sánchez-Maldonado,JM; Cáliz,R; Cabrera-Serrano,AJ; Moñiz-Díez,A; Jurado,M; Sainz,J] Genomic Oncology Area, Centre for Genomics and Oncological Research (GENYO), Parque tecnológico de la Salud (PTS) Granada, Granada, Spain. [Sánchez-Maldonado,JM; Cabrera-Serrano,AJ; Moñiz-Díez,A; Jurado,M; Sainz,J] Hematology Department, Virgen de las Nieves University Hospital, Granada, Spain. [Sánchez-Maldonado,JM; Cáliz,R; López-Nevot,MA; Cabrera-Serrano,AJ; Moñiz-Díez,A; Jurado,M; Sainz,J] Instituto de Investigación Biosanitaria (IBs) Granada, Granada, Spain. [Cáliz,R] Department of Rheumatology, Virgen de las Nieves University Hospital, Granada, Spain. [López-Nevot,MA] Immunology Department, Virgen de las Nieves University Hospital, Granada, Spain. [Canhão,H] EpiDoC Unit, CEDOC, NOVA Medical School and National School of Public Health, Universidade Nova de Lisboa, Lisbon, Portugal. [Canhão,H] Comprehensive Health Research Center (CHRC), NOVA Medical School, Lisbon, Portugal. [Ter Horst,R; Li,Y; Netea,MG] Department of Internal Medicine and Radboud Center for Infectious Diseases, Radboud University Nijmegen Medical Center, Nijmegen, Netherlands. [Quartuccio,L; De Vita,S; Andersen,V] Department of Medical Area, Clinic of Rheumatology, University of Udine, Udine, Italy. [Sorensen,SB; Andersen,V] Molecular Diagnostic and Clinical Research Unit, IRS-Center Sonderjylland, University Hospital of Southern Jutland, Aabenraa, Denmark. [Sorensen,SB] Institute of Molecular Medicine, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark. [Glintborg,B; Hetland,ML] The Danish Rheumatologic Biobank and Copenhagen Center for Arthritis Research (DANBIO) Registry, The Danish Rheumatologic Biobank and Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Centre of Head and Orthopaedics, Rigshospitalet, Glostrup, Denmark. [Glintborg,B; Hetland,ML] Department of Clinical Medicine, Faculty of Health and Medical Sciences, University of Copenhagen, Copenhagen, Denmark. [Filipescu,I] Rheumatology Department, University of Medicine and Pharmacy “Iuliu Hatieganu”, Cluj-Napoca, Romania. [Pérez-Pampin,E] Rheumatology Unit, University Hospital of Santiago de Compostela, Santiago de Compostela, Spain. [Conesa-Zamora,P] Clinical Analysis Department, Santa Lucía University Hospital, Cartagena, Spain. [Swierkot,J] Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroclaw, Poland. [den Broeder,AA] Radboud Institute for Health Sciences, Department of Rheumatology, Radboud University Medical Center, Nijmegen, Netherlands. [Petersen,ERB] Department of Biochemistry and Immunology, University Hospital of Southern Jutland, Aabenraa, Denmark. [Li,Y] Centre for Individualised Infection Medicine (CiiM) & Centre for Experimental and Clinical Infection Research (TWINCORE), Helmholtz-Centre for Infection Research (HZI) and The Hannover Medical School (MHH), Hannover, Germany. [Escudero,A; Collantes,E] Rheumatology Department, Reina Sofía Hospital/Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)/University of Córdoba, Córdoba, Spain. [Netea,MG] Department for Immunology & Metabolism, Life and Medical Sciences Institute (LIMES), University of Bonn, Bonn, Germany. [Coenen,MJH] Radboud Institute for Health Sciences, Department of Human Genetics, Radboud University Medical Center, Nijmegen, Netherlands. [Andersen,V] Institute of Regional Research, Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark. [Fonseca,JE] Rheumatology and Metabolic Bone Diseases Department, Hospital de Santa Maria, Centro Hospitalar Universitário Lisboa Norte (CHLN), Lisbon, Portugal. [Fonseca,JE] Rheumatology Research Unit, Instituto de Medicina Molecular, Faculty of Medicine, University of Lisbon, Lisbon Academic Medical Center, Lisbon, Portugal. [Bogunia-Kubik,K] Hirszfeld Institute of Immunology and Experimental Therapy, Polish Academy of Sciences, Wrocław, Poland, [Sainz,J] Department of Biochemistry and Molecular Biology I, University of Granada, Granada, Spain.
dc.contributor.funderThis study was supported by grants PI17/02276 and PI20/01845 from Fondo de Investigaciones Sanitarias (Madrid, Spain) and by intramural funds of GENYO and FIBAO foundation (Granada, Spain). This study was also supported by the Novo Nordisk Fonden (NNF15OC0016932, VA) and Knud og Edith Eriksens Mindefond (VA) and Gigtforeningen (A2037, A3570, VA). JS and KB-K were supported by the grant No. 2016/21/B/NZ5/01901 from the National Science Centre (Poland). MGN was supported by a Spinoza grant from the Netherlands Organization for Scientific Research. YL was supported by an ERC Starting Grant (948207) and the Radboud University Medical Centre Hypatia Grant (2018) for Scientific Research. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
dc.date.accessioned2022-12-20T13:03:51Z
dc.date.available2022-12-20T13:03:51Z
dc.date.issued2021-10-27
dc.description.abstractWe aimed to validate the association of 28 GWAS-identified genetic variants for response to TNF inhibitors (TNFi) in a discovery cohort of 1361 rheumatoid arthritis (RA) patients monitored in routine care and ascertained through the REPAIR consortium and DANBIO registry. We genotyped selected markers and evaluated their association with response to TNFi after 6 months of treatment according to the change in disease activity score 28 (ΔDAS28). Next, we confirmed the most interesting results through meta-analysis of our data with those from the DREAM cohort that included 706 RA patients treated with TNFi. The meta-analysis of the discovery cohort and DREAM registry including 2067 RA patients revealed an overall association of the LINC02549rs7767069 SNP with a lower improvement in DAS28 that remained significant after correction for multiple testing (per-allele ORMeta=0.83, PMeta=0.000077; PHet=0.61). In addition, we found that each copy of the LRRC55rs717117G allele was significantly associated with lower improvement in DAS28 in rheumatoid factor (RF)-positive patients (per-allele ORMeta=0.67, P=0.00058; PHet=0.06) whereas an opposite but not significant effect was detected in RF-negative subjects (per-allele ORMeta=1.38, P=0.10; PHet=0.45; PInteraction=0.00028). Interestingly, although the identified associations did not survive multiple testing correction, the meta-analysis also showed overall and RF-specific associations for the MAFBrs6071980 and CNTN5rs1813443 SNPs with decreased changes in DAS28 (per-allele ORMeta_rs6071980 = 0.85, P=0.0059; PHet=0.63 and ORMeta_rs1813443_RF+=0.81, P=0.0059; PHet=0.69 and ORMeta_rs1813443_RF-=1.00, P=0.99; PHet=0.12; PInteraction=0.032). Mechanistically, we found that subjects carrying the LINC02549rs7767069T allele had significantly increased numbers of CD45RO+CD45RA+ T cells (P=0.000025) whereas carriers of the LINC02549rs7767069T/T genotype showed significantly increased levels of soluble scavengers CD5 and CD6 in serum (P=0.00037 and P=0.00041). In addition, carriers of the LRRC55rs717117G allele showed decreased production of IL6 after stimulation of PBMCs with B burgdorferi and E coli bacteria (P=0.00046 and P=0.00044), which suggested a reduced IL6-mediated anti-inflammatory effect of this marker to worsen the response to TNFi. In conclusion, this study confirmed the influence of the LINC02549 and LRRC55 loci to determine the response to TNFi in RA patients and suggested a weak effect of the MAFB and CNTN5 loci that need to be further investigated.es_ES
dc.description.versionYeses_ES
dc.identifier.citationSánchez-Maldonado JM, Cáliz R, López-Nevot MÁ, Cabrera-Serrano AJ, Moñiz-Díez A, Canhão H, et al. Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts. Front Immunol. 2021 Oct 27;12:672255es_ES
dc.identifier.doi10.3389/fimmu.2021.672255es_ES
dc.identifier.essn1664-3224
dc.identifier.pmcPMC8579100
dc.identifier.pmid34777329es_ES
dc.identifier.urihttp://hdl.handle.net/10668/4535
dc.journal.titleFrontiers in Immunology
dc.language.isoen
dc.page.number13 p.
dc.publisherFrontierses_ES
dc.relation.publisherversionhttps://www.frontiersin.org/articles/10.3389/fimmu.2021.672255/fulles_ES
dc.rightsAtribución 4.0 Internacional*
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subjectGWASes_ES
dc.subjectGenetic variantes_ES
dc.subjectRheumatoid arthritises_ES
dc.subjectDrug responsees_ES
dc.subjectTNF inhibitorses_ES
dc.subjectRheumatoid factores_ES
dc.subjectEscherichia colies_ES
dc.subjectPolymorphism, single nucleotidees_ES
dc.subjectAlleleses_ES
dc.subjectVariantes farmacogenómicases_ES
dc.subjectArtritis reumatoidees_ES
dc.subjectBiomarcadores farmacológicoses_ES
dc.subjectInhibidores del factor de necrosis tumorales_ES
dc.subjectFactor reumatoidees_ES
dc.subjectPolimorfismo de nucleótido simplees_ES
dc.subjectAleloses_ES
dc.subject.meshMedical Subject Headings::Persons::Persons::Age Groups::Adultes_ES
dc.subject.meshMedical Subject Headings::Persons::Persons::Age Groups::Adult::Agedes_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Structures::Genome::Genome Components::Genes::Alleleses_ES
dc.subject.meshMedical Subject Headings::Diseases::Musculoskeletal Diseases::Rheumatic Diseases::Arthritis, Rheumatoides_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Biological Factors::Biological Markers::Biomarkers, Pharmacologicales_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studieses_ES
dc.subject.meshMedical Subject Headings::Diseases::Pathological Conditions, Signs and Symptoms::Pathologic Processes::Disease Attributes::Disease Susceptibilityes_ES
dc.subject.meshMedical Subject Headings::Check Tags::Femalees_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Variationes_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genotypees_ES
dc.subject.meshMedical Subject Headings::Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humanses_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Linkage::Linkage Disequilibriumes_ES
dc.subject.meshMedical Subject Headings::Check Tags::Malees_ES
dc.subject.meshMedical Subject Headings::Persons::Persons::Age Groups::Adult::Middle Agedes_ES
dc.subject.meshMedical Subject Headings::Phenomena and Processes::Genetic Phenomena::Genetic Variation::Polymorphism, Genetic::Polymorphism, Single Nucleotidees_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Prognosis::Treatment Outcomees_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Peptides::Intercellular Signaling Peptides and Proteins::Tumor Necrosis Factorses_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Molecular Epidemiology::Genome-Wide Association Studyes_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Proteins::Blood Proteins::Immunoproteins::Immunoglobulins::Antibodies::Autoantibodies::Rheumatoid Factores_ES
dc.subject.meshMedical Subject Headings::Organisms::Bacteria::Gram-Negative Bacteria::Gram-Negative Facultatively Anaerobic Rods::Enterobacteriaceae::Escherichia::Escherichia colies_ES
dc.subject.meshMedical Subject Headings::Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Peptides::Intercellular Signaling Peptides and Proteins::Cytokines::Interleukins::Interleukin-6es_ES
dc.subject.meshMedical Subject Headings::Anatomy::Cells::Blood Cells::Leukocytes::Leukocytes, Mononuclear::Lymphocytes::T-Lymphocyteses_ES
dc.subject.meshMedical Subject Headings::Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Data Collection::Registrieses_ES
dc.titleValidation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohortses_ES
dc.typeresearch article
dc.type.hasVersionVoR
dspace.entity.typePublication

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