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Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39.
- Source :
-
Annals of the rheumatic diseases [Ann Rheum Dis] 2019 Aug; Vol. 78 (8), pp. 1055-1061. Date of Electronic Publication: 2019 Apr 29. - Publication Year :
- 2019
-
Abstract
- Objectives: We sought to investigate whether genetic effects on response to TNF inhibitors (TNFi) in rheumatoid arthritis (RA) could be localised by considering known genetic susceptibility loci for relevant traits and to evaluate the usefulness of these genetic loci for stratifying drug response.<br />Methods: We studied the relation of TNFi response, quantified by change in swollen joint counts ( Δ SJC) and erythrocyte sedimentation rate ( Δ ESR) with locus-specific scores constructed from genome-wide assocation study summary statistics in 2938 genotyped individuals: 37 scores for RA; scores for 19 immune cell traits; scores for expression or methylation of 93 genes with previously reported associations between transcript level and drug response. Multivariate associations were evaluated in penalised regression models by cross-validation.<br />Results: We detected a statistically significant association between Δ SJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between Δ SJC and the score for expression of CD39 on CD4 T cells (p=0.00005). A previously reported association between CD39 expression on regulatory T cells and response to methotrexate was in the opposite direction. In stratified analysis by concomitant methotrexate treatment, the inverse association was stronger in the combination therapy group and dissipated in the TNFi monotherapy group. Overall, ability to predict TNFi response from genotypic scores was limited, with models explaining less than 1% of phenotypic variance.<br />Conclusions: The association with the CD39 trait is difficult to interpret because patients with RA are often prescribed TNFi after failing to respond to methotrexate. The CD39 and CD40 pathways could be relevant for targeting drug therapy.<br />Competing Interests: Competing interests: None declared.<br /> (© Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ.)
- Subjects :
- Adult
Aged
Antirheumatic Agents therapeutic use
Arthritis, Rheumatoid diagnosis
Biological Products therapeutic use
Cohort Studies
Female
Gene Expression Regulation
Genome-Wide Association Study
Humans
Male
Middle Aged
Molecular Targeted Therapy methods
Multivariate Analysis
Predictive Value of Tests
Prognosis
Quantitative Trait Loci genetics
Regression Analysis
Treatment Outcome
Antigens, CD genetics
Apyrase genetics
Arthritis, Rheumatoid drug therapy
Arthritis, Rheumatoid genetics
CD40 Antigens genetics
Tumor Necrosis Factor Inhibitors therapeutic use
Subjects
Details
- Language :
- English
- ISSN :
- 1468-2060
- Volume :
- 78
- Issue :
- 8
- Database :
- MEDLINE
- Journal :
- Annals of the rheumatic diseases
- Publication Type :
- Academic Journal
- Accession number :
- 31036624
- Full Text :
- https://doi.org/10.1136/annrheumdis-2018-214877