Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts
dc.contributor.author | Manuel Sanchez-Maldonado, Jose | |
dc.contributor.author | Caliz, Rafael | |
dc.contributor.author | Angel Lopez-Nevot, Miguel | |
dc.contributor.author | Jose Cabrera-Serrano, Antonio | |
dc.contributor.author | Moniz-Diez, Ana | |
dc.contributor.author | Canhao, Helena | |
dc.contributor.author | Ter Horst, Rob | |
dc.contributor.author | Quartuccio, Luca | |
dc.contributor.author | Sorensen, Signe B. | |
dc.contributor.author | Glintborg, Bente | |
dc.contributor.author | Hetland, Merete L. | |
dc.contributor.author | Filipescu, Ileana | |
dc.contributor.author | Perez-Pampin, Eva | |
dc.contributor.author | Conesa-Zamora, Pablo | |
dc.contributor.author | Swierkot, Jerzy | |
dc.contributor.author | den Broeder, Alfons A. | |
dc.contributor.author | De Vita, Salvatore | |
dc.contributor.author | Brix Petersen, Eva Rabing | |
dc.contributor.author | Li, Yang | |
dc.contributor.author | Ferrer, Miguel A. | |
dc.contributor.author | Escudero, Alejandro | |
dc.contributor.author | Netea, Mihai G. | |
dc.contributor.author | Coenen, Marieke J. H. | |
dc.contributor.author | Andersen, Vibeke | |
dc.contributor.author | Fonseca, Joao E. | |
dc.contributor.author | Jurado, Manuel | |
dc.contributor.author | Bogunia-Kubik, Katarzyna | |
dc.contributor.author | Collantes, Eduardo | |
dc.contributor.author | Sainz, 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.funder | Fondo de Investigaciones Sanitarias (Madrid, Spain) | |
dc.contributor.funder | GENYO foundation (Granada, Spain) | |
dc.contributor.funder | FIBAO foundation (Granada, Spain) | |
dc.contributor.funder | Novo Nordisk Fonden | |
dc.contributor.funder | Knud og Edith Eriksens Mindefond | |
dc.contributor.funder | Gigtforeningen | |
dc.contributor.funder | National Science Centre (Poland) | |
dc.contributor.funder | Spinoza grant from the Netherlands Organization for Scientific Research | |
dc.contributor.funder | ERC | |
dc.contributor.funder | Radboud University Medical Centre Hypatia Grant (2018) | |
dc.date.accessioned | 2025-01-07T13:37:22Z | |
dc.date.available | 2025-01-07T13:37:22Z | |
dc.date.issued | 2021-10-27 | |
dc.description.abstract | We 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.doi | 10.3389/fimmu.2021.672255 | |
dc.identifier.issn | 1664-3224 | |
dc.identifier.pmid | 34777329 | |
dc.identifier.unpaywallURL | https://www.frontiersin.org/articles/10.3389/fimmu.2021.672255/pdf | |
dc.identifier.uri | https://hdl.handle.net/10668/25696 | |
dc.identifier.wosID | 719448200001 | |
dc.journal.title | Frontiers in immunology | |
dc.journal.titleabbreviation | Front. immunol. | |
dc.language.iso | en | |
dc.organization | SAS - Hospital Universitario Reina Sofía | |
dc.organization | Instituto Maimónides de Investigación Biomédica de Córdoba (IMIBIC) | |
dc.organization | SAS - Hospital Universitario Virgen de las Nieves | |
dc.organization | SAS - Hospital Universitario Virgen de las Nieves | |
dc.organization | Centro Pfizer-Andalucía de Genómica e Investigación Oncológica (GENYO) | |
dc.organization | Instituto de Investigación Biosanitaria de Granada (ibs.GRANADA) | |
dc.publisher | Frontiers media sa | |
dc.rights | Attribution 4.0 International | |
dc.rights.accessRights | open access | |
dc.rights.uri | http://creativecommons.org/licenses/by/4.0/ | |
dc.subject | GWAS | |
dc.subject | genetic variant | |
dc.subject | rheumatoid arthritis | |
dc.subject | drug response | |
dc.subject | TNF inhibitors | |
dc.subject | Tumor-necrosis-factor | |
dc.subject | Genetic-variants | |
dc.subject | Monoclonal-antibody | |
dc.subject | Clinical register | |
dc.subject | Soluble cd5 | |
dc.subject | Association | |
dc.subject | Receptors | |
dc.subject | Classification | |
dc.subject | Polymorphisms | |
dc.subject | Itolizumab | |
dc.title | Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts | |
dc.type | research article | |
dc.type.hasVersion | VoR | |
dc.volume.number | 12 | |
dc.wostype | Article |