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Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response

OBJECTIVES: In this study, we sought to investigate whether there was any association between genetically regulated gene expression (as predicted using various reference panels) and anti-tumour necrosis factor (anti-TNF) treatment response (change in erythrocyte sedimentation rate (ESR)) using 3158...

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Autores principales: Cherlin, Svetlana, Lewis, Myles J, Plant, Darren, Nair, Nisha, Goldmann, Katriona, Tzanis, Evan, Barnes, Michael R, McKeigue, Paul, Barrett, Jennifer H, Pitzalis, Costantino, Barton, Anne, Cordell, Heather J
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BMJ Publishing Group 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569378/
https://www.ncbi.nlm.nih.gov/pubmed/32732242
http://dx.doi.org/10.1136/annrheumdis-2020-217204
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author Cherlin, Svetlana
Lewis, Myles J
Plant, Darren
Nair, Nisha
Goldmann, Katriona
Tzanis, Evan
Barnes, Michael R
McKeigue, Paul
Barrett, Jennifer H
Pitzalis, Costantino
Barton, Anne
Cordell, Heather J
author_facet Cherlin, Svetlana
Lewis, Myles J
Plant, Darren
Nair, Nisha
Goldmann, Katriona
Tzanis, Evan
Barnes, Michael R
McKeigue, Paul
Barrett, Jennifer H
Pitzalis, Costantino
Barton, Anne
Cordell, Heather J
author_sort Cherlin, Svetlana
collection PubMed
description OBJECTIVES: In this study, we sought to investigate whether there was any association between genetically regulated gene expression (as predicted using various reference panels) and anti-tumour necrosis factor (anti-TNF) treatment response (change in erythrocyte sedimentation rate (ESR)) using 3158 European ancestry patients with rheumatoid arthritis. METHODS: The genetically regulated portion of gene expression was estimated in the full cohort of 3158 subjects (as well as within a subcohort consisting of 1575 UK patients) using the PrediXcan software package with three different reference panels. Estimated expression was tested for association with anti-TNF treatment response. As a replication/validation experiment, we also investigated the correlation between change in ESR with measured gene expression at the Interleukin 18 Receptor Accessory Protein (IL18RAP) gene in whole blood and synovial tissue, using an independent replication data set of patients receiving conventional synthetic disease modifying anti-rheumatic drugs, with directly measured (via RNA sequencing) gene expression. RESULTS: We found that predicted expression of IL18RAP showed a consistent signal of association with treatment response across the reference panels. In our independent replication data set, IL18RAP expression in whole blood showed correlation with the change in ESR between baseline and follow-up (r=−0.35, p=0.0091). Change in ESR was also correlated with the expression of IL18RAP in synovial tissue (r=−0.28, p=0.02). CONCLUSION: Our results suggest that IL18RAP expression is worthy of further investigation as a potential predictor of treatment response in rheumatoid arthritis that is not specific to a particular drug type.
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spelling pubmed-75693782020-10-20 Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response Cherlin, Svetlana Lewis, Myles J Plant, Darren Nair, Nisha Goldmann, Katriona Tzanis, Evan Barnes, Michael R McKeigue, Paul Barrett, Jennifer H Pitzalis, Costantino Barton, Anne Cordell, Heather J Ann Rheum Dis Rheumatoid Arthritis OBJECTIVES: In this study, we sought to investigate whether there was any association between genetically regulated gene expression (as predicted using various reference panels) and anti-tumour necrosis factor (anti-TNF) treatment response (change in erythrocyte sedimentation rate (ESR)) using 3158 European ancestry patients with rheumatoid arthritis. METHODS: The genetically regulated portion of gene expression was estimated in the full cohort of 3158 subjects (as well as within a subcohort consisting of 1575 UK patients) using the PrediXcan software package with three different reference panels. Estimated expression was tested for association with anti-TNF treatment response. As a replication/validation experiment, we also investigated the correlation between change in ESR with measured gene expression at the Interleukin 18 Receptor Accessory Protein (IL18RAP) gene in whole blood and synovial tissue, using an independent replication data set of patients receiving conventional synthetic disease modifying anti-rheumatic drugs, with directly measured (via RNA sequencing) gene expression. RESULTS: We found that predicted expression of IL18RAP showed a consistent signal of association with treatment response across the reference panels. In our independent replication data set, IL18RAP expression in whole blood showed correlation with the change in ESR between baseline and follow-up (r=−0.35, p=0.0091). Change in ESR was also correlated with the expression of IL18RAP in synovial tissue (r=−0.28, p=0.02). CONCLUSION: Our results suggest that IL18RAP expression is worthy of further investigation as a potential predictor of treatment response in rheumatoid arthritis that is not specific to a particular drug type. BMJ Publishing Group 2020-11 2020-07-30 /pmc/articles/PMC7569378/ /pubmed/32732242 http://dx.doi.org/10.1136/annrheumdis-2020-217204 Text en © Author(s) (or their employer(s)) 2020. Re-use permitted under CC BY. Published by BMJ. https://creativecommons.org/licenses/by/4.0/ https://creativecommons.org/licenses/by/4.0/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
Cherlin, Svetlana
Lewis, Myles J
Plant, Darren
Nair, Nisha
Goldmann, Katriona
Tzanis, Evan
Barnes, Michael R
McKeigue, Paul
Barrett, Jennifer H
Pitzalis, Costantino
Barton, Anne
Cordell, Heather J
Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title_full Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title_fullStr Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title_full_unstemmed Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title_short Investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between IL18RAP expression and treatment response
title_sort investigation of genetically regulated gene expression and response to treatment in rheumatoid arthritis highlights an association between il18rap expression and treatment response
topic Rheumatoid Arthritis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7569378/
https://www.ncbi.nlm.nih.gov/pubmed/32732242
http://dx.doi.org/10.1136/annrheumdis-2020-217204
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