Cargando…

Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome

BACKGROUND: Respiratory illness caused by viral infection is associated with the development and exacerbation of childhood asthma. Little is known about the effects of respiratory viral infections in the absence of illness. Using quantitative PCR (qPCR) for common respiratory viruses and for two gen...

Descripción completa

Detalles Bibliográficos
Autores principales: Wesolowska-Andersen, Agata, Everman, Jamie L., Davidson, Rebecca, Rios, Cydney, Herrin, Rachelle, Eng, Celeste, Janssen, William J., Liu, Andrew H., Oh, Sam S., Kumar, Rajesh, Fingerlin, Tasha E., Rodriguez-Santana, Jose, Burchard, Esteban G., Seibold, Max A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5244706/
https://www.ncbi.nlm.nih.gov/pubmed/28103897
http://dx.doi.org/10.1186/s13059-016-1140-8
_version_ 1782496741956780032
author Wesolowska-Andersen, Agata
Everman, Jamie L.
Davidson, Rebecca
Rios, Cydney
Herrin, Rachelle
Eng, Celeste
Janssen, William J.
Liu, Andrew H.
Oh, Sam S.
Kumar, Rajesh
Fingerlin, Tasha E.
Rodriguez-Santana, Jose
Burchard, Esteban G.
Seibold, Max A.
author_facet Wesolowska-Andersen, Agata
Everman, Jamie L.
Davidson, Rebecca
Rios, Cydney
Herrin, Rachelle
Eng, Celeste
Janssen, William J.
Liu, Andrew H.
Oh, Sam S.
Kumar, Rajesh
Fingerlin, Tasha E.
Rodriguez-Santana, Jose
Burchard, Esteban G.
Seibold, Max A.
author_sort Wesolowska-Andersen, Agata
collection PubMed
description BACKGROUND: Respiratory illness caused by viral infection is associated with the development and exacerbation of childhood asthma. Little is known about the effects of respiratory viral infections in the absence of illness. Using quantitative PCR (qPCR) for common respiratory viruses and for two genes known to be highly upregulated in viral infections (CCL8/CXCL11), we screened 92 asthmatic and 69 healthy children without illness for respiratory virus infections. RESULTS: We found 21 viral qPCR-positive and 2 suspected virus-infected subjects with high expression of CCL8/CXCL11. We applied a dual RNA-seq workflow to these subjects, together with 25 viral qPCR-negative subjects, to compare qPCR with sequencing-based virus detection and to generate the airway transcriptome for analysis. RNA-seq virus detection achieved 86% sensitivity when compared to qPCR-based screening. We detected additional respiratory viruses in the two CCL8/CXCL11-high subjects and in two of the qPCR-negative subjects. Viral read counts varied widely and were used to stratify subjects into Virus-High and Virus-Low groups. Examination of the host airway transcriptome found that the Virus-High group was characterized by immune cell airway infiltration, downregulation of cilia genes, and dampening of type 2 inflammation. Even the Virus-Low group was differentiated from the No-Virus group by 100 genes, some involved in eIF2 signaling. CONCLUSIONS: Respiratory virus infection without illness is not innocuous but may determine the airway function of these subjects by driving immune cell airway infiltration, cellular remodeling, and alteration of asthmogenic gene expression. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1140-8) contains supplementary material, which is available to authorized users.
format Online
Article
Text
id pubmed-5244706
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-52447062017-01-23 Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome Wesolowska-Andersen, Agata Everman, Jamie L. Davidson, Rebecca Rios, Cydney Herrin, Rachelle Eng, Celeste Janssen, William J. Liu, Andrew H. Oh, Sam S. Kumar, Rajesh Fingerlin, Tasha E. Rodriguez-Santana, Jose Burchard, Esteban G. Seibold, Max A. Genome Biol Research BACKGROUND: Respiratory illness caused by viral infection is associated with the development and exacerbation of childhood asthma. Little is known about the effects of respiratory viral infections in the absence of illness. Using quantitative PCR (qPCR) for common respiratory viruses and for two genes known to be highly upregulated in viral infections (CCL8/CXCL11), we screened 92 asthmatic and 69 healthy children without illness for respiratory virus infections. RESULTS: We found 21 viral qPCR-positive and 2 suspected virus-infected subjects with high expression of CCL8/CXCL11. We applied a dual RNA-seq workflow to these subjects, together with 25 viral qPCR-negative subjects, to compare qPCR with sequencing-based virus detection and to generate the airway transcriptome for analysis. RNA-seq virus detection achieved 86% sensitivity when compared to qPCR-based screening. We detected additional respiratory viruses in the two CCL8/CXCL11-high subjects and in two of the qPCR-negative subjects. Viral read counts varied widely and were used to stratify subjects into Virus-High and Virus-Low groups. Examination of the host airway transcriptome found that the Virus-High group was characterized by immune cell airway infiltration, downregulation of cilia genes, and dampening of type 2 inflammation. Even the Virus-Low group was differentiated from the No-Virus group by 100 genes, some involved in eIF2 signaling. CONCLUSIONS: Respiratory virus infection without illness is not innocuous but may determine the airway function of these subjects by driving immune cell airway infiltration, cellular remodeling, and alteration of asthmogenic gene expression. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s13059-016-1140-8) contains supplementary material, which is available to authorized users. BioMed Central 2017-01-19 /pmc/articles/PMC5244706/ /pubmed/28103897 http://dx.doi.org/10.1186/s13059-016-1140-8 Text en © The Author(s). 2017 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
Wesolowska-Andersen, Agata
Everman, Jamie L.
Davidson, Rebecca
Rios, Cydney
Herrin, Rachelle
Eng, Celeste
Janssen, William J.
Liu, Andrew H.
Oh, Sam S.
Kumar, Rajesh
Fingerlin, Tasha E.
Rodriguez-Santana, Jose
Burchard, Esteban G.
Seibold, Max A.
Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title_full Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title_fullStr Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title_full_unstemmed Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title_short Dual RNA-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
title_sort dual rna-seq reveals viral infections in asthmatic children without respiratory illness which are associated with changes in the airway transcriptome
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5244706/
https://www.ncbi.nlm.nih.gov/pubmed/28103897
http://dx.doi.org/10.1186/s13059-016-1140-8
work_keys_str_mv AT wesolowskaandersenagata dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT evermanjamiel dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT davidsonrebecca dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT rioscydney dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT herrinrachelle dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT engceleste dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT janssenwilliamj dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT liuandrewh dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT ohsams dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT kumarrajesh dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT fingerlintashae dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT rodriguezsantanajose dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT burchardestebang dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome
AT seiboldmaxa dualrnaseqrevealsviralinfectionsinasthmaticchildrenwithoutrespiratoryillnesswhichareassociatedwithchangesintheairwaytranscriptome