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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...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2017
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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 |
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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 |
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