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Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39
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. M...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6669378/ https://www.ncbi.nlm.nih.gov/pubmed/31036624 http://dx.doi.org/10.1136/annrheumdis-2018-214877 |
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author | Spiliopoulou, Athina Colombo, Marco Plant, Darren Nair, Nisha Cui, Jing Coenen, Marieke JH Ikari, Katsunori Yamanaka, Hisashi Saevarsdottir, Saedis Padyukov, Leonid Bridges Jr., S Louis Kimberly, Robert P Okada, Yukinori van Riel, Piet L CM Wolbink, Gertjan van der Horst-Bruinsma, Irene E de Vries, Niek Tak, Paul P Ohmura, Koichiro Canhão, Helena Guchelaar, Henk-Jan Huizinga, Tom WJ Criswell, Lindsey A Raychaudhuri, Soumya Weinblatt, Michael E Wilson, Anthony G Mariette, Xavier Isaacs, John D Morgan, Ann W Pitzalis, Costantino Barton, Anne McKeigue, Paul |
author_facet | Spiliopoulou, Athina Colombo, Marco Plant, Darren Nair, Nisha Cui, Jing Coenen, Marieke JH Ikari, Katsunori Yamanaka, Hisashi Saevarsdottir, Saedis Padyukov, Leonid Bridges Jr., S Louis Kimberly, Robert P Okada, Yukinori van Riel, Piet L CM Wolbink, Gertjan van der Horst-Bruinsma, Irene E de Vries, Niek Tak, Paul P Ohmura, Koichiro Canhão, Helena Guchelaar, Henk-Jan Huizinga, Tom WJ Criswell, Lindsey A Raychaudhuri, Soumya Weinblatt, Michael E Wilson, Anthony G Mariette, Xavier Isaacs, John D Morgan, Ann W Pitzalis, Costantino Barton, Anne McKeigue, Paul |
author_sort | Spiliopoulou, Athina |
collection | PubMed |
description | 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. METHODS: We studied the relation of TNFi response, quantified by change in swollen joint counts ([Formula: see text] SJC) and erythrocyte sedimentation rate ([Formula: see text] 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 [Formula: see text] SJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between [Formula: see text] 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. |
format | Online Article Text |
id | pubmed-6669378 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-66693782019-08-01 Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 Spiliopoulou, Athina Colombo, Marco Plant, Darren Nair, Nisha Cui, Jing Coenen, Marieke JH Ikari, Katsunori Yamanaka, Hisashi Saevarsdottir, Saedis Padyukov, Leonid Bridges Jr., S Louis Kimberly, Robert P Okada, Yukinori van Riel, Piet L CM Wolbink, Gertjan van der Horst-Bruinsma, Irene E de Vries, Niek Tak, Paul P Ohmura, Koichiro Canhão, Helena Guchelaar, Henk-Jan Huizinga, Tom WJ Criswell, Lindsey A Raychaudhuri, Soumya Weinblatt, Michael E Wilson, Anthony G Mariette, Xavier Isaacs, John D Morgan, Ann W Pitzalis, Costantino Barton, Anne McKeigue, Paul Ann Rheum Dis Rheumatoid Arthritis 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. METHODS: We studied the relation of TNFi response, quantified by change in swollen joint counts ([Formula: see text] SJC) and erythrocyte sedimentation rate ([Formula: see text] 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 [Formula: see text] SJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between [Formula: see text] 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. BMJ Publishing Group 2019-08 2019-04-29 /pmc/articles/PMC6669378/ /pubmed/31036624 http://dx.doi.org/10.1136/annrheumdis-2018-214877 Text en © 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/. |
spellingShingle | Rheumatoid Arthritis Spiliopoulou, Athina Colombo, Marco Plant, Darren Nair, Nisha Cui, Jing Coenen, Marieke JH Ikari, Katsunori Yamanaka, Hisashi Saevarsdottir, Saedis Padyukov, Leonid Bridges Jr., S Louis Kimberly, Robert P Okada, Yukinori van Riel, Piet L CM Wolbink, Gertjan van der Horst-Bruinsma, Irene E de Vries, Niek Tak, Paul P Ohmura, Koichiro Canhão, Helena Guchelaar, Henk-Jan Huizinga, Tom WJ Criswell, Lindsey A Raychaudhuri, Soumya Weinblatt, Michael E Wilson, Anthony G Mariette, Xavier Isaacs, John D Morgan, Ann W Pitzalis, Costantino Barton, Anne McKeigue, Paul Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title | Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title_full | Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title_fullStr | Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title_full_unstemmed | Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title_short | Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39 |
title_sort | association of response to tnf inhibitors in rheumatoid arthritis with quantitative trait loci for cd40 and cd39 |
topic | Rheumatoid Arthritis |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6669378/ https://www.ncbi.nlm.nih.gov/pubmed/31036624 http://dx.doi.org/10.1136/annrheumdis-2018-214877 |
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