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Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis: A Meta-Analysis of Two Large Cohorts
- Source :
- Frontiers in Immunology, 12, Digibug. Repositorio Institucional de la Universidad de Granada, Consorcio Madroño, Sánchez-Maldonado, J M, Cáliz, R, López-Nevot, M Á, Cabrera-Serrano, A J, Moñiz-Díez, A, Canhão, H, Ter Horst, R, Quartuccio, L, Sorensen, S B, Glintborg, B, Hetland, ML, Filipescu, I, Pérez-Pampin, E, Conesa-Zamora, P, Swierkot, J, den Broeder, A A, De Vita, S, Petersen, E R B, Li, Y, Ferrer, M A, Escudero, A, Netea, MG, Coenen, M J H, Andersen, V, Fonseca, J E, Jurado, M, Bogunia-Kubik, K, Collantes, E & Sainz, J 2021, ' Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis : A Meta-Analysis of Two Large Cohorts ', Frontiers in Immunology, vol. 12, 672255 . https://doi.org/10.3389/fimmu.2021.672255, Frontiers in Immunology, Vol 12 (2021), Frontiers in immunology, Switzerland, Frontiers in Immunology
- Publication Year :
- 2021
-
Abstract
- This 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.<br />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 (DDAS28). 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 (perallele 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 metaanalysis 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.<br />Instituto de Salud Carlos III PI17/02276 PI20/01845<br />GENYO foundation (Granada, Spain)<br />FIBAO foundation (Granada, Spain)<br />Novo Nordisk Foundation NNF15OC0016932<br />Knud og Edith Eriksens Mindefond<br />Gigtforeningen A2037 A3570<br />National Science Centre, Poland 2016/21/B/NZ5/01901<br />Spinoza grant from the Netherlands Organization for Scientific Research<br />European Research Council (ERC) European Commission 948207<br />Radboud University Medical Centre Hypatia Grant (2018)
- Subjects :
- Oncology
Male
rheumatoid arthritis
Pharmacogenomic Variants
Polimorfismo de nucleótido simple
Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Peptides::Intercellular Signaling Peptides and Proteins::Cytokines::Interleukins::Interleukin-6 [Medical Subject Headings]
Factor reumatoide
Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Proteins::Blood Proteins::Immunoproteins::Immunoglobulins::Antibodies::Autoantibodies::Rheumatoid Factor [Medical Subject Headings]
lnfectious Diseases and Global Health Radboud Institute for Molecular Life Sciences [Radboudumc 4]
drug response
Genome-wide association study
Linkage Disequilibrium
Arthritis, Rheumatoid
Cohort Studies
Organisms::Eukaryota::Animals::Chordata::Vertebrates::Mammals::Primates::Haplorhini::Catarrhini::Hominidae::Humans [Medical Subject Headings]
TNF inhibitors
0302 clinical medicine
Genotype
Diseases::Pathological Conditions, Signs and Symptoms::Pathologic Processes::Disease Attributes::Disease Susceptibility [Medical Subject Headings]
Variantes farmacogenómicas
Immunology and Allergy
GWAS
Registries
Genetic variant
Original Research
Persons::Persons::Age Groups::Adult::Aged [Medical Subject Headings]
0303 health sciences
Anatomy::Cells::Blood Cells::Leukocytes::Leukocytes, Mononuclear::Lymphocytes::T-Lymphocytes [Medical Subject Headings]
Middle Aged
Rheumatoid factor
Phenomena and Processes::Genetic Phenomena::Genetic Linkage::Linkage Disequilibrium [Medical Subject Headings]
3. Good health
Organisms::Bacteria::Gram-Negative Bacteria::Gram-Negative Facultatively Anaerobic Rods::Enterobacteriaceae::Escherichia::Escherichia coli [Medical Subject Headings]
Diseases::Musculoskeletal Diseases::Rheumatic Diseases::Arthritis, Rheumatoid [Medical Subject Headings]
Treatment Outcome
genetic variant
Rheumatoid arthritis
Cohort
Female
Disease Susceptibility
Phenomena and Processes::Genetic Phenomena::Genotype [Medical Subject Headings]
Biomarcadores farmacológicos
Alelos
Phenomena and Processes::Genetic Phenomena::Genetic Variation [Medical Subject Headings]
Chemicals and Drugs::Biological Factors::Biological Markers::Biomarkers, Pharmacological [Medical Subject Headings]
Adult
medicine.medical_specialty
Immunology
Drug response
Check Tags::Male [Medical Subject Headings]
Single-nucleotide polymorphism
Artritis reumatoide
Polymorphism, Single Nucleotide
03 medical and health sciences
All institutes and research themes of the Radboud University Medical Center
Internal medicine
medicine
Escherichia coli
SNP
Humans
Chemicals and Drugs::Amino Acids, Peptides, and Proteins::Peptides::Intercellular Signaling Peptides and Proteins::Tumor Necrosis Factors [Medical Subject Headings]
Allele
Persons::Persons::Age Groups::Adult [Medical Subject Headings]
Alleles
Phenomena and Processes::Genetic Phenomena::Genetic Structures::Genome::Genome Components::Genes::Alleles [Medical Subject Headings]
030304 developmental biology
Aged
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Diagnosis::Prognosis::Treatment Outcome [Medical Subject Headings]
030203 arthritis & rheumatology
Phenomena and Processes::Genetic Phenomena::Genetic Variation::Polymorphism, Genetic::Polymorphism, Single Nucleotide [Medical Subject Headings]
business.industry
Inhibidores del factor de necrosis tumoral
Genetic Variation
Persons::Persons::Age Groups::Adult::Middle Aged [Medical Subject Headings]
RC581-607
medicine.disease
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Molecular Epidemiology::Genome-Wide Association Study [Medical Subject Headings]
Check Tags::Female [Medical Subject Headings]
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Epidemiologic Study Characteristics as Topic::Epidemiologic Studies::Cohort Studies [Medical Subject Headings]
Polymorphism, single nucleotide
Inflammatory diseases Radboud Institute for Health Sciences [Radboudumc 5]
Tumor Necrosis Factor Inhibitors
Analytical, Diagnostic and Therapeutic Techniques and Equipment::Investigative Techniques::Epidemiologic Methods::Data Collection::Registries [Medical Subject Headings]
Immunologic diseases. Allergy
business
Biomarkers
Genome-Wide Association Study
Subjects
Details
- ISSN :
- 16643224
- Database :
- OpenAIRE
- Journal :
- Frontiers in Immunology, 12, Digibug. Repositorio Institucional de la Universidad de Granada, Consorcio Madroño, Sánchez-Maldonado, J M, Cáliz, R, López-Nevot, M Á, Cabrera-Serrano, A J, Moñiz-Díez, A, Canhão, H, Ter Horst, R, Quartuccio, L, Sorensen, S B, Glintborg, B, Hetland, ML, Filipescu, I, Pérez-Pampin, E, Conesa-Zamora, P, Swierkot, J, den Broeder, A A, De Vita, S, Petersen, E R B, Li, Y, Ferrer, M A, Escudero, A, Netea, MG, Coenen, M J H, Andersen, V, Fonseca, J E, Jurado, M, Bogunia-Kubik, K, Collantes, E & Sainz, J 2021, ' Validation of GWAS-Identified Variants for Anti-TNF Drug Response in Rheumatoid Arthritis : A Meta-Analysis of Two Large Cohorts ', Frontiers in Immunology, vol. 12, 672255 . https://doi.org/10.3389/fimmu.2021.672255, Frontiers in Immunology, Vol 12 (2021), Frontiers in immunology, Switzerland, Frontiers in Immunology
- Accession number :
- edsair.doi.dedup.....e74b697257dd40f54b57dd8d0e1d293a
- Full Text :
- https://doi.org/10.3389/fimmu.2021.672255