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

dc.contributor.authorManuel Sanchez-Maldonado, Jose
dc.contributor.authorCaliz, Rafael
dc.contributor.authorAngel Lopez-Nevot, Miguel
dc.contributor.authorJose Cabrera-Serrano, Antonio
dc.contributor.authorMoniz-Diez, Ana
dc.contributor.authorCanhao, 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.authorPerez-Pampin, Eva
dc.contributor.authorConesa-Zamora, Pablo
dc.contributor.authorSwierkot, Jerzy
dc.contributor.authorden Broeder, Alfons A.
dc.contributor.authorDe Vita, Salvatore
dc.contributor.authorBrix Petersen, Eva Rabing
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, Joao E.
dc.contributor.authorJurado, Manuel
dc.contributor.authorBogunia-Kubik, Katarzyna
dc.contributor.authorCollantes, Eduardo
dc.contributor.authorSainz, Juan
dc.contributor.authoraffiliation[Manuel Sanchez-Maldonado, Jose] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Caliz, Rafael] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Jose Cabrera-Serrano, Antonio] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Moniz-Diez, Ana] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Jurado, Manuel] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Sainz, Juan] Ctr Genomias & Oncol Res GENYO, Genom Oncol Area, Parque Tecnol Salud PTS Granada, Granada, Spain
dc.contributor.authoraffiliation[Manuel Sanchez-Maldonado, Jose] Virgen De Las Nieves Univ Hosp, Hematol Dept, Granada, Spain
dc.contributor.authoraffiliation[Jose Cabrera-Serrano, Antonio] Virgen De Las Nieves Univ Hosp, Hematol Dept, Granada, Spain
dc.contributor.authoraffiliation[Moniz-Diez, Ana] Virgen De Las Nieves Univ Hosp, Hematol Dept, Granada, Spain
dc.contributor.authoraffiliation[Jurado, Manuel] Virgen De Las Nieves Univ Hosp, Hematol Dept, Granada, Spain
dc.contributor.authoraffiliation[Sainz, Juan] Virgen De Las Nieves Univ Hosp, Hematol Dept, Granada, Spain
dc.contributor.authoraffiliation[Manuel Sanchez-Maldonado, Jose] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Caliz, Rafael] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Angel Lopez-Nevot, Miguel] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Jose Cabrera-Serrano, Antonio] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Moniz-Diez, Ana] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Ferrer, Miguel A.] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Jurado, Manuel] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Sainz, Juan] Inst Invest Biosanitana IBs Granada, Granada, Spain
dc.contributor.authoraffiliation[Caliz, Rafael] Virgen De Las Nieves Univ Hosp, Dept Rheumatol, Granada, Spain
dc.contributor.authoraffiliation[Angel Lopez-Nevot, Miguel] Virgen De Las Nieves Univ Hosp, Immunol Dept, Granada, Spain
dc.contributor.authoraffiliation[Canhao, Helena] Univ Nova Lisboa, EgiDoC Unit, CEDOC, NOVA Med Sch, Lisbon, Portugal
dc.contributor.authoraffiliation[Canhao, Helena] Univ Nova Lisboa, Natl Sch Pub Hlth, Lisbon, Portugal
dc.contributor.authoraffiliation[Canhao, Helena] NOVA Med Sch, Comprehens Hlth Res Ctr CHRC, Lisbon, Portugal
dc.contributor.authoraffiliation[Ter Horst, Rob] Radboud Univ Nijmegen, Dept Internal Med, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Li, Yang] Radboud Univ Nijmegen, Dept Internal Med, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Netea, Mihai G.] Radboud Univ Nijmegen, Dept Internal Med, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Ter Horst, Rob] Radboud Univ Nijmegen, Radboud Ctr Infect Dis, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Li, Yang] Radboud Univ Nijmegen, Radboud Ctr Infect Dis, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Netea, Mihai G.] Radboud Univ Nijmegen, Radboud Ctr Infect Dis, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Quartuccio, Luca] Univ Udine, Clin Rheumatol, Dept Med Area, Udine, Italy
dc.contributor.authoraffiliation[De Vita, Salvatore] Univ Udine, Clin Rheumatol, Dept Med Area, Udine, Italy
dc.contributor.authoraffiliation[Andersen, Vibeke] Univ Udine, Clin Rheumatol, Dept Med Area, Udine, Italy
dc.contributor.authoraffiliation[Sorensen, Signe B.] Univ Hosp Southern Jutland, Mol Diagnost & Clin Res Unit, IRS Ctr Sonderjylland, Aabenraa, Denmark
dc.contributor.authoraffiliation[Andersen, Vibeke] Univ Hosp Southern Jutland, Mol Diagnost & Clin Res Unit, IRS Ctr Sonderjylland, Aabenraa, Denmark
dc.contributor.authoraffiliation[Sorensen, Signe B.] Univ Southern Denmark, Fac Hlth Sci, Inst Mol Med, Odense, Denmark
dc.contributor.authoraffiliation[Glintborg, Bente] Rigshosp, Danish Rheumatol Biobank & Copenhagen Ctr Arthrit, Ctr Head & Orthopaed, Ctr Rheumatol & Spine Dis, Glostrup, Denmark
dc.contributor.authoraffiliation[Hetland, Merete L.] Rigshosp, Danish Rheumatol Biobank & Copenhagen Ctr Arthrit, Ctr Head & Orthopaed, Ctr Rheumatol & Spine Dis, Glostrup, Denmark
dc.contributor.authoraffiliation[Glintborg, Bente] Univ Copenhagen, Fac Hlth & Med Sci, Dept Clin Mediate, Copenhagen, Denmark
dc.contributor.authoraffiliation[Hetland, Merete L.] Univ Copenhagen, Fac Hlth & Med Sci, Dept Clin Mediate, Copenhagen, Denmark
dc.contributor.authoraffiliation[Filipescu, Ileana] Univ Med & Pharm Iuliu Hatieganu, Rheumatol Dept, Cluj Napoca, Romania
dc.contributor.authoraffiliation[Perez-Pampin, Eva] Univ Hosp Santiago de Compostela, Rheumatol Unit, Santiago De Compostela, Spain
dc.contributor.authoraffiliation[Conesa-Zamora, Pablo] Santa Lucia Univ Hosp, Clin Anal Dept, Cartagena, Spain
dc.contributor.authoraffiliation[Swierkot, Jerzy] Wroclaw Med Univ, Dept Rheumatol & Internal Med, Wroclaw, Poland
dc.contributor.authoraffiliation[den Broeder, Alfons A.] Radboud Univ Nijmegen, Radboud Inst Hlth Sci, Dept Rheumalol, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Brix Petersen, Eva Rabing] Univ Hosp Southern Jutland, Dept Biochem & Immunol, Aabenraa, Denmark
dc.contributor.authoraffiliation[Li, Yang] Helmholiz Ctr Infect Res HZI, Ctr Individualised Infect Med CiiM, Hannover, Germany
dc.contributor.authoraffiliation[Li, Yang] Helmholiz Ctr Infect Res HZI, Ctr Expt & Cin Infect Res TWINCORE, Hannover, Germany
dc.contributor.authoraffiliation[Li, Yang] Hannover Med Sch MHH, Hannover, Germany
dc.contributor.authoraffiliation[Escudero, Alejandro] Univ Cordoba, Rheumatol Dept, Reina Sofia Hosp, Inst Maimonides Invest Biomed Cordoba IMIBIC, Cordoba, Spain
dc.contributor.authoraffiliation[Collantes, Eduardo] Univ Cordoba, Rheumatol Dept, Reina Sofia Hosp, Inst Maimonides Invest Biomed Cordoba IMIBIC, Cordoba, Spain
dc.contributor.authoraffiliation[Netea, Mihai G.] Univ Bonn, Dept Immunol & Metab Life & Med Sci Inst LIMES, Bonn, Germany
dc.contributor.authoraffiliation[Coenen, Marieke J. H.] Radboud Univ Nijmegen, Radboud Inst Hlth Sci, Dept Human Genet, Med Ctr, Nijmegen, Netherlands
dc.contributor.authoraffiliation[Andersen, Vibeke] Univ Southern Denmark, Fac Hlth Sci, Inst Reg Res, Odense, Denmark
dc.contributor.authoraffiliation[Fonseca, Joao E.] Hosp Santa Maria, Ctr Hosp Univ Lisboa Norte CHLN, Rheumatol & Metab Bone Dis Dept, Lisbon, Portugal
dc.contributor.authoraffiliation[Fonseca, Joao E.] Univ Lisbon, Lisbon Acad Med Ctr, Fac Med, Inst Med Mol,Rheumatol Res Unit, Lisbon, Portugal
dc.contributor.authoraffiliation[Bogunia-Kubik, Katarzyna] Polish Acad Sci, Hirszfeld Inst Immunol & Expt Therapy, Wroclaw, Poland
dc.contributor.authoraffiliation[Sainz, Juan] Univ Granada, Dept Biochem & Mol Biol 1, Granada, Spain
dc.contributor.funderFondo de Investigaciones Sanitarias (Madrid, Spain)
dc.contributor.funderGENYO foundation (Granada, Spain)
dc.contributor.funderFIBAO foundation (Granada, Spain)
dc.contributor.funderNovo Nordisk Fonden
dc.contributor.funderKnud og Edith Eriksens Mindefond
dc.contributor.funderGigtforeningen
dc.contributor.funderNational Science Centre (Poland)
dc.contributor.funderSpinoza grant from the Netherlands Organization for Scientific Research
dc.contributor.funderERC
dc.contributor.funderRadboud University Medical Centre Hypatia Grant (2018)
dc.date.accessioned2025-01-07T13:37:22Z
dc.date.available2025-01-07T13:37:22Z
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 (Delta DAS28). 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 LINC02549(rs7767069) SNP with a lower improvement in DAS28 that remained significant after correction for multiple testing (per-allele ORMeta=0.83, P-Meta=0.000077; P-Het=0.61). In addition, we found that each copy of the LRRC55(rs717117G) allele was significantly associated with lower improvement in DAS28 in rheumatoid factor (RF)-positive patients (per-allele ORMeta=0.67, P=0.00058; P-Het=0.06) whereas an opposite but not significant effect was detected in RF-negative subjects (per-allele ORMeta=1.38, P=0.10; P-Het=0.45; P-Interaction=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 MAFB(rs6071980) and CNTN5(rs1813443) SNPs with decreased changes in DAS28 (per-allele ORMeta_rs6071980 = 0.85, P=0.0059; P-Het=0.63 and ORMeta_rs1813443_RF+=0.81, P=0.0059; P-Het=0.69 and ORMeta_rs1813443_RF-=1.00, P=0.99; P-Het=0.12; P-Interaction=0.032). Mechanistically, we found that subjects carrying the LINC02549(rs7767069T) allele had significantly increased numbers of CD45RO+CD45RA+ T cells (P=0.000025) whereas carriers of the LINC02549(rs7767069T/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 LRRC55(rs717117G) 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.
dc.identifier.doi10.3389/fimmu.2021.672255
dc.identifier.issn1664-3224
dc.identifier.pmid34777329
dc.identifier.unpaywallURLhttps://www.frontiersin.org/articles/10.3389/fimmu.2021.672255/pdf
dc.identifier.urihttps://hdl.handle.net/10668/25696
dc.identifier.wosID719448200001
dc.journal.titleFrontiers in immunology
dc.journal.titleabbreviationFront. immunol.
dc.language.isoen
dc.organizationSAS - Hospital Universitario Reina Sofía
dc.organizationInstituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC)
dc.organizationSAS - Hospital Universitario Virgen de las Nieves
dc.organizationSAS - Hospital Universitario Virgen de las Nieves
dc.organizationCentro Pfizer-Andalucía de Genómica e Investigación Oncológica (GENYO)
dc.organizationInstituto de Investigación Biosanitaria de Granada (ibs.GRANADA)
dc.publisherFrontiers media sa
dc.rightsAttribution 4.0 International
dc.rights.accessRightsopen access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectGWAS
dc.subjectgenetic variant
dc.subjectrheumatoid arthritis
dc.subjectdrug response
dc.subjectTNF inhibitors
dc.subjectTumor-necrosis-factor
dc.subjectGenetic-variants
dc.subjectMonoclonal-antibody
dc.subjectClinical register
dc.subjectSoluble cd5
dc.subjectAssociation
dc.subjectReceptors
dc.subjectClassification
dc.subjectPolymorphisms
dc.subjectItolizumab
dc.titleValidation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts
dc.typeresearch article
dc.type.hasVersionVoR
dc.volume.number12
dc.wostypeArticle

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