TY - JOUR
T1 - Association of response to TNF inhibitors in rheumatoid arthritis with quantitative trait loci for CD40 and CD39
AU - Spiliopoulou, Athina
AU - Colombo, Marco
AU - Plant, Darren
AU - Nair, Nisha
AU - Cui, Jing
AU - Coenen, Marieke J.H.
AU - Ikari, Katsunori
AU - Yamanaka, Hisashi
AU - Saevarsdottir, Saedis
AU - Padyukov, Leonid
AU - Bridges, S. Louis
AU - Kimberly, Robert P.
AU - Okada, Yukinori
AU - Van Riel, Piet L.C.M.
AU - Wolbink, Gertjan
AU - Van Der Horst-Bruinsma, Irene E.
AU - De Vries, Niek
AU - Tak, Paul P.
AU - Ohmura, Koichiro
AU - Canhão, Helena
AU - Guchelaar, Henk Jan
AU - Huizinga, Tom W.J.
AU - Criswell, Lindsey A.
AU - Raychaudhuri, Soumya
AU - Weinblatt, Michael E.
AU - Wilson, Anthony G.
AU - Mariette, Xavier
AU - Isaacs, John D.
AU - Morgan, Ann W.
AU - Pitzalis, Costantino
AU - Barton, Anne
AU - Mckeigue, Paul
N1 - Publisher Copyright:
© Author(s) (or their employer(s)) 2019.
PY - 2019/8/1
Y1 - 2019/8/1
N2 - 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 (ΔSJC) and erythrocyte sedimentation rate (ΔESR) 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 ΔSJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between ΔSJC 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.
AB - 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 (ΔSJC) and erythrocyte sedimentation rate (ΔESR) 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 ΔSJC and the RA score at the CD40 locus (p=0.0004) and an inverse association between ΔSJC 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.
KW - anti-TNF
KW - pharmacogenetics
KW - rheumatoid arthritis
UR - http://www.scopus.com/inward/record.url?scp=85065074698&partnerID=8YFLogxK
U2 - 10.1136/annrheumdis-2018-214877
DO - 10.1136/annrheumdis-2018-214877
M3 - Article
C2 - 31036624
AN - SCOPUS:85065074698
SN - 0003-4967
VL - 78
SP - 1055
EP - 1061
JO - Annals of the Rheumatic Diseases
JF - Annals of the Rheumatic Diseases
IS - 8
ER -