Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2019
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
_version_ 1783440358683705344
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
work_keys_str_mv AT spiliopoulouathina associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT colombomarco associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT plantdarren associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT nairnisha associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT cuijing associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT coenenmariekejh associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT ikarikatsunori associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT yamanakahisashi associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT saevarsdottirsaedis associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT padyukovleonid associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT bridgesjrslouis associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT kimberlyrobertp associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT okadayukinori associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT vanrielpietlcm associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT wolbinkgertjan associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT vanderhorstbruinsmairenee associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT devriesniek associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT takpaulp associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT ohmurakoichiro associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT canhaohelena associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT guchelaarhenkjan associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT huizingatomwj associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT criswelllindseya associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT raychaudhurisoumya associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT weinblattmichaele associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT wilsonanthonyg associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT mariettexavier associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT isaacsjohnd associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT morganannw associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT pitzaliscostantino associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT bartonanne associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39
AT mckeiguepaul associationofresponsetotnfinhibitorsinrheumatoidarthritiswithquantitativetraitlociforcd40andcd39