Cargando…
Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses
Previous genetic studies on susceptibility to otitis media and airway infections have focused on immune pathways acting within the local mucosal epithelium, and outside of allergic rhinitis and asthma, limited studies exist on the overlaps at the gene, pathway or network level between the upper and...
Autores principales: | , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6979043/ https://www.ncbi.nlm.nih.gov/pubmed/32010199 http://dx.doi.org/10.3389/fgene.2019.01352 |
_version_ | 1783490821573574656 |
---|---|
author | Baschal, Erin E. Larson, Eric D. Bootpetch Roberts, Tori C. Pathak, Shivani Frank, Gretchen Handley, Elyse Dinwiddie, Jordyn Moloney, Molly Yoon, Patricia J. Gubbels, Samuel P. Scholes, Melissa A. Cass, Stephen P. Jenkins, Herman A. Frank, Daniel N. Yang, Ivana V. Schwartz, David A. Ramakrishnan, Vijay R. Santos-Cortez, Regie Lyn P. |
author_facet | Baschal, Erin E. Larson, Eric D. Bootpetch Roberts, Tori C. Pathak, Shivani Frank, Gretchen Handley, Elyse Dinwiddie, Jordyn Moloney, Molly Yoon, Patricia J. Gubbels, Samuel P. Scholes, Melissa A. Cass, Stephen P. Jenkins, Herman A. Frank, Daniel N. Yang, Ivana V. Schwartz, David A. Ramakrishnan, Vijay R. Santos-Cortez, Regie Lyn P. |
author_sort | Baschal, Erin E. |
collection | PubMed |
description | Previous genetic studies on susceptibility to otitis media and airway infections have focused on immune pathways acting within the local mucosal epithelium, and outside of allergic rhinitis and asthma, limited studies exist on the overlaps at the gene, pathway or network level between the upper and lower airways. In this report, we compared [1] pathways identified from network analysis using genes derived from published genome-wide family-based and association studies for otitis media, sinusitis, and lung phenotypes, to [2] pathways identified using differentially expressed genes from RNA-sequence data from lower airway, sinus, and middle ear tissues, in particular cholesteatoma tissue compared to middle ear mucosa. For otitis media, a large number of genes (n = 1,806) were identified as differentially expressed between cholesteatoma and middle ear mucosa, which in turn led to the identification of 68 pathways that are enriched in cholesteatoma. Two differentially expressed genes CR1 and SAA1 overlap in middle ear, sinus, and lower airway samples and are potentially novel genes for otitis media susceptibility. In addition, 56 genes were differentially expressed in both tissues from the middle ear and either sinus or lower airways. Pathways that are common in upper and lower airway diseases, whether from published DNA studies or from our RNA-sequencing analyses, include chromatin organization/remodeling, endocytosis, immune system process, protein folding, and viral process. Taken together, our findings from genetic susceptibility and differential tissue expression studies support the hypothesis that the unified airway theory wherein the upper and lower respiratory tracts act as an integrated unit also applies to infectious and nonallergic airway epithelial disease. Our results may be used as reference for identification of genes or pathways that are relevant to upper and lower airways, whether common across sites, or unique to each disease. |
format | Online Article Text |
id | pubmed-6979043 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-69790432020-02-01 Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses Baschal, Erin E. Larson, Eric D. Bootpetch Roberts, Tori C. Pathak, Shivani Frank, Gretchen Handley, Elyse Dinwiddie, Jordyn Moloney, Molly Yoon, Patricia J. Gubbels, Samuel P. Scholes, Melissa A. Cass, Stephen P. Jenkins, Herman A. Frank, Daniel N. Yang, Ivana V. Schwartz, David A. Ramakrishnan, Vijay R. Santos-Cortez, Regie Lyn P. Front Genet Genetics Previous genetic studies on susceptibility to otitis media and airway infections have focused on immune pathways acting within the local mucosal epithelium, and outside of allergic rhinitis and asthma, limited studies exist on the overlaps at the gene, pathway or network level between the upper and lower airways. In this report, we compared [1] pathways identified from network analysis using genes derived from published genome-wide family-based and association studies for otitis media, sinusitis, and lung phenotypes, to [2] pathways identified using differentially expressed genes from RNA-sequence data from lower airway, sinus, and middle ear tissues, in particular cholesteatoma tissue compared to middle ear mucosa. For otitis media, a large number of genes (n = 1,806) were identified as differentially expressed between cholesteatoma and middle ear mucosa, which in turn led to the identification of 68 pathways that are enriched in cholesteatoma. Two differentially expressed genes CR1 and SAA1 overlap in middle ear, sinus, and lower airway samples and are potentially novel genes for otitis media susceptibility. In addition, 56 genes were differentially expressed in both tissues from the middle ear and either sinus or lower airways. Pathways that are common in upper and lower airway diseases, whether from published DNA studies or from our RNA-sequencing analyses, include chromatin organization/remodeling, endocytosis, immune system process, protein folding, and viral process. Taken together, our findings from genetic susceptibility and differential tissue expression studies support the hypothesis that the unified airway theory wherein the upper and lower respiratory tracts act as an integrated unit also applies to infectious and nonallergic airway epithelial disease. Our results may be used as reference for identification of genes or pathways that are relevant to upper and lower airways, whether common across sites, or unique to each disease. Frontiers Media S.A. 2020-01-17 /pmc/articles/PMC6979043/ /pubmed/32010199 http://dx.doi.org/10.3389/fgene.2019.01352 Text en Copyright © 2020 Baschal, Larson, Bootpetch Roberts, Pathak, Frank, Handley, Dinwiddie, Moloney, Yoon, Gubbels, Scholes, Cass, Jenkins, Frank, Yang, Schwartz, Ramakrishnan and Santos-Cortez http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Baschal, Erin E. Larson, Eric D. Bootpetch Roberts, Tori C. Pathak, Shivani Frank, Gretchen Handley, Elyse Dinwiddie, Jordyn Moloney, Molly Yoon, Patricia J. Gubbels, Samuel P. Scholes, Melissa A. Cass, Stephen P. Jenkins, Herman A. Frank, Daniel N. Yang, Ivana V. Schwartz, David A. Ramakrishnan, Vijay R. Santos-Cortez, Regie Lyn P. Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title | Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title_full | Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title_fullStr | Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title_full_unstemmed | Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title_short | Identification of Novel Genes and Biological Pathways That Overlap in Infectious and Nonallergic Diseases of the Upper and Lower Airways Using Network Analyses |
title_sort | identification of novel genes and biological pathways that overlap in infectious and nonallergic diseases of the upper and lower airways using network analyses |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6979043/ https://www.ncbi.nlm.nih.gov/pubmed/32010199 http://dx.doi.org/10.3389/fgene.2019.01352 |
work_keys_str_mv | AT baschalerine identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT larsonericd identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT bootpetchrobertstoric identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT pathakshivani identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT frankgretchen identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT handleyelyse identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT dinwiddiejordyn identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT moloneymolly identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT yoonpatriciaj identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT gubbelssamuelp identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT scholesmelissaa identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT cassstephenp identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT jenkinshermana identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT frankdanieln identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT yangivanav identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT schwartzdavida identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT ramakrishnanvijayr identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses AT santoscortezregielynp identificationofnovelgenesandbiologicalpathwaysthatoverlapininfectiousandnonallergicdiseasesoftheupperandlowerairwaysusingnetworkanalyses |