Spiliopoulou, A, Colombo, M, Plant, D et al. (12 more authors) (2019) Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39. Annals of the Rheumatic Diseases, 78 (8). pp. 1055-1061. ISSN 0003-4967
Abstract
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. Methods: We studied the relation of TNFi response, quantified by change in swollen joint counts ("SJC) and erythrocyte sedimentation rate ("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. Results: We detected a statistically significant association between "SJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between "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. 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.
Metadata
Item Type: | Article |
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Authors/Creators: | This paper has 15 authors. You can scroll the list below to see them all or them all.
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Copyright, Publisher and Additional Information: | © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. Published by BMJ. This is an open access article distributed in accordance with the Creative Commons Attribution 4.0 Unported (CC BY 4.0) license, which permits others to copy, redistribute, remix, transform and build upon this work for any purpose, provided the original work is properly cited, a link to the licence is given, and indication of whether changes were made. See: https://creativecommons.org/licenses/by/4.0/. |
Dates: |
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Institution: | The University of Leeds |
Academic Units: | The University of Leeds > Faculty of Medicine and Health (Leeds) > School of Medicine (Leeds) > Leeds Institute of Cardiovascular and Metabolic Medicine (LICAMM) > Discovery & Translational Science Dept (Leeds) |
Funding Information: | Funder Grant number MRC R116825 NIHR National Inst Health Research BRC |
Depositing User: | Symplectic Publications |
Date Deposited: | 17 May 2019 15:29 |
Last Modified: | 25 Jun 2023 21:50 |
Status: | Published |
Publisher: | BMJ Publishing Group |
Identification Number: | 10.1136/annrheumdis-2018-214877 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:146221 |