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Gene network approach reveals co-expression patterns in nasal and bronchial epithelium
Nasal gene expression profiling is a new approach to investigate the airway epithelium as a biomarker to study the activity and treatment responses of obstructive pulmonary diseases. We investigated to what extent gene expression profiling of nasal brushings is similar to that of bronchial brushings...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6825243/ https://www.ncbi.nlm.nih.gov/pubmed/31676779 http://dx.doi.org/10.1038/s41598-019-50963-x |
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author | Imkamp, Kai Bernal, Victor Grzegorzcyk, Marco Horvatovich, Peter Vermeulen, Cornelis J. Heijink, Irene H. Guryev, Victor Kerstjens, Huib A. M. van den Berge, Maarten Faiz, Alen |
author_facet | Imkamp, Kai Bernal, Victor Grzegorzcyk, Marco Horvatovich, Peter Vermeulen, Cornelis J. Heijink, Irene H. Guryev, Victor Kerstjens, Huib A. M. van den Berge, Maarten Faiz, Alen |
author_sort | Imkamp, Kai |
collection | PubMed |
description | Nasal gene expression profiling is a new approach to investigate the airway epithelium as a biomarker to study the activity and treatment responses of obstructive pulmonary diseases. We investigated to what extent gene expression profiling of nasal brushings is similar to that of bronchial brushings. We performed genome wide gene expression profiling on matched nasal and bronchial epithelial brushes from 77 respiratory healthy individuals. To investigate differences and similarities among regulatory modules, network analysis was performed on correlated, differentially expressed and smoking-related genes using Gaussian Graphical Models. Between nasal and bronchial brushes, 619 genes were correlated and 1692 genes were differentially expressed (false discovery rate <0.05, |Fold-change|>2). Network analysis of correlated genes showed pro-inflammatory pathways to be similar between the two locations. Focusing on smoking-related genes, cytochrome-P450 pathway related genes were found to be similar, supporting the concept of a detoxifying response to tobacco exposure throughout the airways. In contrast, cilia-related pathways were decreased in nasal compared to bronchial brushes when focusing on differentially expressed genes. Collectively, while there are substantial differences in gene expression between nasal and bronchial brushes, we also found similarities, especially in the response to the external factors such as smoking. |
format | Online Article Text |
id | pubmed-6825243 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-68252432019-11-12 Gene network approach reveals co-expression patterns in nasal and bronchial epithelium Imkamp, Kai Bernal, Victor Grzegorzcyk, Marco Horvatovich, Peter Vermeulen, Cornelis J. Heijink, Irene H. Guryev, Victor Kerstjens, Huib A. M. van den Berge, Maarten Faiz, Alen Sci Rep Article Nasal gene expression profiling is a new approach to investigate the airway epithelium as a biomarker to study the activity and treatment responses of obstructive pulmonary diseases. We investigated to what extent gene expression profiling of nasal brushings is similar to that of bronchial brushings. We performed genome wide gene expression profiling on matched nasal and bronchial epithelial brushes from 77 respiratory healthy individuals. To investigate differences and similarities among regulatory modules, network analysis was performed on correlated, differentially expressed and smoking-related genes using Gaussian Graphical Models. Between nasal and bronchial brushes, 619 genes were correlated and 1692 genes were differentially expressed (false discovery rate <0.05, |Fold-change|>2). Network analysis of correlated genes showed pro-inflammatory pathways to be similar between the two locations. Focusing on smoking-related genes, cytochrome-P450 pathway related genes were found to be similar, supporting the concept of a detoxifying response to tobacco exposure throughout the airways. In contrast, cilia-related pathways were decreased in nasal compared to bronchial brushes when focusing on differentially expressed genes. Collectively, while there are substantial differences in gene expression between nasal and bronchial brushes, we also found similarities, especially in the response to the external factors such as smoking. Nature Publishing Group UK 2019-11-01 /pmc/articles/PMC6825243/ /pubmed/31676779 http://dx.doi.org/10.1038/s41598-019-50963-x Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as 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 images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Imkamp, Kai Bernal, Victor Grzegorzcyk, Marco Horvatovich, Peter Vermeulen, Cornelis J. Heijink, Irene H. Guryev, Victor Kerstjens, Huib A. M. van den Berge, Maarten Faiz, Alen Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title | Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title_full | Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title_fullStr | Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title_full_unstemmed | Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title_short | Gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
title_sort | gene network approach reveals co-expression patterns in nasal and bronchial epithelium |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6825243/ https://www.ncbi.nlm.nih.gov/pubmed/31676779 http://dx.doi.org/10.1038/s41598-019-50963-x |
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