Cargando…
Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial
BACKGROUND: Cytokines are critical to human disease and are attractive therapeutic targets given their widespread influence on gene regulation and transcription. Defining the downstream regulatory mechanisms influenced by cytokines is central to defining drug and disease mechanisms. One promising st...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2018
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6195724/ https://www.ncbi.nlm.nih.gov/pubmed/30340504 http://dx.doi.org/10.1186/s13059-018-1560-8 |
_version_ | 1783364443129774080 |
---|---|
author | Davenport, Emma E. Amariuta, Tiffany Gutierrez-Arcelus, Maria Slowikowski, Kamil Westra, Harm-Jan Luo, Yang Shen, Ciyue Rao, Deepak A. Zhang, Ying Pearson, Stephen von Schack, David Beebe, Jean S. Bing, Nan John, Sally Vincent, Michael S. Zhang, Baohong Raychaudhuri, Soumya |
author_facet | Davenport, Emma E. Amariuta, Tiffany Gutierrez-Arcelus, Maria Slowikowski, Kamil Westra, Harm-Jan Luo, Yang Shen, Ciyue Rao, Deepak A. Zhang, Ying Pearson, Stephen von Schack, David Beebe, Jean S. Bing, Nan John, Sally Vincent, Michael S. Zhang, Baohong Raychaudhuri, Soumya |
author_sort | Davenport, Emma E. |
collection | PubMed |
description | BACKGROUND: Cytokines are critical to human disease and are attractive therapeutic targets given their widespread influence on gene regulation and transcription. Defining the downstream regulatory mechanisms influenced by cytokines is central to defining drug and disease mechanisms. One promising strategy is to use interactions between expression quantitative trait loci (eQTLs) and cytokine levels to define target genes and mechanisms. RESULTS: In a clinical trial for anti-IL-6 in patients with systemic lupus erythematosus, we measure interferon (IFN) status, anti-IL-6 drug exposure, and whole blood genome-wide gene expression at three time points. We show that repeat transcriptomic measurements increases the number of cis eQTLs identified compared to using a single time point. We observe a statistically significant enrichment of in vivo eQTL interactions with IFN status and anti-IL-6 drug exposure and find many novel interactions that have not been previously described. Finally, we find transcription factor binding motifs interrupted by eQTL interaction SNPs, which point to key regulatory mediators of these environmental stimuli and therefore potential therapeutic targets for autoimmune diseases. In particular, genes with IFN interactions are enriched for ISRE binding site motifs, while those with anti-IL-6 interactions are enriched for IRF4 motifs. CONCLUSIONS: This study highlights the potential to exploit clinical trial data to discover in vivo eQTL interactions with therapeutically relevant environmental variables. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1560-8) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-6195724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-61957242018-10-30 Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial Davenport, Emma E. Amariuta, Tiffany Gutierrez-Arcelus, Maria Slowikowski, Kamil Westra, Harm-Jan Luo, Yang Shen, Ciyue Rao, Deepak A. Zhang, Ying Pearson, Stephen von Schack, David Beebe, Jean S. Bing, Nan John, Sally Vincent, Michael S. Zhang, Baohong Raychaudhuri, Soumya Genome Biol Research BACKGROUND: Cytokines are critical to human disease and are attractive therapeutic targets given their widespread influence on gene regulation and transcription. Defining the downstream regulatory mechanisms influenced by cytokines is central to defining drug and disease mechanisms. One promising strategy is to use interactions between expression quantitative trait loci (eQTLs) and cytokine levels to define target genes and mechanisms. RESULTS: In a clinical trial for anti-IL-6 in patients with systemic lupus erythematosus, we measure interferon (IFN) status, anti-IL-6 drug exposure, and whole blood genome-wide gene expression at three time points. We show that repeat transcriptomic measurements increases the number of cis eQTLs identified compared to using a single time point. We observe a statistically significant enrichment of in vivo eQTL interactions with IFN status and anti-IL-6 drug exposure and find many novel interactions that have not been previously described. Finally, we find transcription factor binding motifs interrupted by eQTL interaction SNPs, which point to key regulatory mediators of these environmental stimuli and therefore potential therapeutic targets for autoimmune diseases. In particular, genes with IFN interactions are enriched for ISRE binding site motifs, while those with anti-IL-6 interactions are enriched for IRF4 motifs. CONCLUSIONS: This study highlights the potential to exploit clinical trial data to discover in vivo eQTL interactions with therapeutically relevant environmental variables. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s13059-018-1560-8) contains supplementary material, which is available to authorized users. BioMed Central 2018-10-19 /pmc/articles/PMC6195724/ /pubmed/30340504 http://dx.doi.org/10.1186/s13059-018-1560-8 Text en © The Author(s). 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Davenport, Emma E. Amariuta, Tiffany Gutierrez-Arcelus, Maria Slowikowski, Kamil Westra, Harm-Jan Luo, Yang Shen, Ciyue Rao, Deepak A. Zhang, Ying Pearson, Stephen von Schack, David Beebe, Jean S. Bing, Nan John, Sally Vincent, Michael S. Zhang, Baohong Raychaudhuri, Soumya Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title | Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title_full | Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title_fullStr | Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title_full_unstemmed | Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title_short | Discovering in vivo cytokine-eQTL interactions from a lupus clinical trial |
title_sort | discovering in vivo cytokine-eqtl interactions from a lupus clinical trial |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6195724/ https://www.ncbi.nlm.nih.gov/pubmed/30340504 http://dx.doi.org/10.1186/s13059-018-1560-8 |
work_keys_str_mv | AT davenportemmae discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT amariutatiffany discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT gutierrezarcelusmaria discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT slowikowskikamil discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT westraharmjan discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT luoyang discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT shenciyue discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT raodeepaka discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT zhangying discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT pearsonstephen discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT vonschackdavid discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT beebejeans discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT bingnan discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT johnsally discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT vincentmichaels discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT zhangbaohong discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial AT raychaudhurisoumya discoveringinvivocytokineeqtlinteractionsfromalupusclinicaltrial |