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Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium

BACKGROUND: The large airway epithelial barrier provides one of the first lines of defense against respiratory viruses, including SARS-CoV-2 that causes COVID-19. Substantial inter-individual variability in individual disease courses is hypothesized to be partially mediated by the differential regul...

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Autores principales: Kasela, Silva, Ortega, Victor E., Martorella, Molly, Garudadri, Suresh, Nguyen, Jenna, Ampleford, Elizabeth, Pasanen, Anu, Nerella, Srilaxmi, Buschur, Kristina L., Barjaktarevic, Igor Z., Barr, R. Graham, Bleecker, Eugene R., Bowler, Russell P., Comellas, Alejandro P., Cooper, Christopher B., Couper, David J., Criner, Gerard J., Curtis, Jeffrey L., Han, MeiLan K., Hansel, Nadia N., Hoffman, Eric A., Kaner, Robert J., Krishnan, Jerry A., Martinez, Fernando J., McDonald, Merry-Lynn N., Meyers, Deborah A., Paine, Robert, Peters, Stephen P., Castro, Mario, Denlinger, Loren C., Erzurum, Serpil C., Fahy, John V., Israel, Elliot, Jarjour, Nizar N., Levy, Bruce D., Li, Xingnan, Moore, Wendy C., Wenzel, Sally E., Zein, Joe, Langelier, Charles, Woodruff, Prescott G., Lappalainen, Tuuli, Christenson, Stephanie A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059115/
https://www.ncbi.nlm.nih.gov/pubmed/33883027
http://dx.doi.org/10.1186/s13073-021-00866-2
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author Kasela, Silva
Ortega, Victor E.
Martorella, Molly
Garudadri, Suresh
Nguyen, Jenna
Ampleford, Elizabeth
Pasanen, Anu
Nerella, Srilaxmi
Buschur, Kristina L.
Barjaktarevic, Igor Z.
Barr, R. Graham
Bleecker, Eugene R.
Bowler, Russell P.
Comellas, Alejandro P.
Cooper, Christopher B.
Couper, David J.
Criner, Gerard J.
Curtis, Jeffrey L.
Han, MeiLan K.
Hansel, Nadia N.
Hoffman, Eric A.
Kaner, Robert J.
Krishnan, Jerry A.
Martinez, Fernando J.
McDonald, Merry-Lynn N.
Meyers, Deborah A.
Paine, Robert
Peters, Stephen P.
Castro, Mario
Denlinger, Loren C.
Erzurum, Serpil C.
Fahy, John V.
Israel, Elliot
Jarjour, Nizar N.
Levy, Bruce D.
Li, Xingnan
Moore, Wendy C.
Wenzel, Sally E.
Zein, Joe
Langelier, Charles
Woodruff, Prescott G.
Lappalainen, Tuuli
Christenson, Stephanie A.
author_facet Kasela, Silva
Ortega, Victor E.
Martorella, Molly
Garudadri, Suresh
Nguyen, Jenna
Ampleford, Elizabeth
Pasanen, Anu
Nerella, Srilaxmi
Buschur, Kristina L.
Barjaktarevic, Igor Z.
Barr, R. Graham
Bleecker, Eugene R.
Bowler, Russell P.
Comellas, Alejandro P.
Cooper, Christopher B.
Couper, David J.
Criner, Gerard J.
Curtis, Jeffrey L.
Han, MeiLan K.
Hansel, Nadia N.
Hoffman, Eric A.
Kaner, Robert J.
Krishnan, Jerry A.
Martinez, Fernando J.
McDonald, Merry-Lynn N.
Meyers, Deborah A.
Paine, Robert
Peters, Stephen P.
Castro, Mario
Denlinger, Loren C.
Erzurum, Serpil C.
Fahy, John V.
Israel, Elliot
Jarjour, Nizar N.
Levy, Bruce D.
Li, Xingnan
Moore, Wendy C.
Wenzel, Sally E.
Zein, Joe
Langelier, Charles
Woodruff, Prescott G.
Lappalainen, Tuuli
Christenson, Stephanie A.
author_sort Kasela, Silva
collection PubMed
description BACKGROUND: The large airway epithelial barrier provides one of the first lines of defense against respiratory viruses, including SARS-CoV-2 that causes COVID-19. Substantial inter-individual variability in individual disease courses is hypothesized to be partially mediated by the differential regulation of the genes that interact with the SARS-CoV-2 virus or are involved in the subsequent host response. Here, we comprehensively investigated non-genetic and genetic factors influencing COVID-19-relevant bronchial epithelial gene expression. METHODS: We analyzed RNA-sequencing data from bronchial epithelial brushings obtained from uninfected individuals. We related ACE2 gene expression to host and environmental factors in the SPIROMICS cohort of smokers with and without chronic obstructive pulmonary disease (COPD) and replicated these associations in two asthma cohorts, SARP and MAST. To identify airway biology beyond ACE2 binding that may contribute to increased susceptibility, we used gene set enrichment analyses to determine if gene expression changes indicative of a suppressed airway immune response observed early in SARS-CoV-2 infection are also observed in association with host factors. To identify host genetic variants affecting COVID-19 susceptibility in SPIROMICS, we performed expression quantitative trait (eQTL) mapping and investigated the phenotypic associations of the eQTL variants. RESULTS: We found that ACE2 expression was higher in relation to active smoking, obesity, and hypertension that are known risk factors of COVID-19 severity, while an association with interferon-related inflammation was driven by the truncated, non-binding ACE2 isoform. We discovered that expression patterns of a suppressed airway immune response to early SARS-CoV-2 infection, compared to other viruses, are similar to patterns associated with obesity, hypertension, and cardiovascular disease, which may thus contribute to a COVID-19-susceptible airway environment. eQTL mapping identified regulatory variants for genes implicated in COVID-19, some of which had pheWAS evidence for their potential role in respiratory infections. CONCLUSIONS: These data provide evidence that clinically relevant variation in the expression of COVID-19-related genes is associated with host factors, environmental exposures, and likely host genetic variation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00866-2.
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spelling pubmed-80591152021-04-22 Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium Kasela, Silva Ortega, Victor E. Martorella, Molly Garudadri, Suresh Nguyen, Jenna Ampleford, Elizabeth Pasanen, Anu Nerella, Srilaxmi Buschur, Kristina L. Barjaktarevic, Igor Z. Barr, R. Graham Bleecker, Eugene R. Bowler, Russell P. Comellas, Alejandro P. Cooper, Christopher B. Couper, David J. Criner, Gerard J. Curtis, Jeffrey L. Han, MeiLan K. Hansel, Nadia N. Hoffman, Eric A. Kaner, Robert J. Krishnan, Jerry A. Martinez, Fernando J. McDonald, Merry-Lynn N. Meyers, Deborah A. Paine, Robert Peters, Stephen P. Castro, Mario Denlinger, Loren C. Erzurum, Serpil C. Fahy, John V. Israel, Elliot Jarjour, Nizar N. Levy, Bruce D. Li, Xingnan Moore, Wendy C. Wenzel, Sally E. Zein, Joe Langelier, Charles Woodruff, Prescott G. Lappalainen, Tuuli Christenson, Stephanie A. Genome Med Research BACKGROUND: The large airway epithelial barrier provides one of the first lines of defense against respiratory viruses, including SARS-CoV-2 that causes COVID-19. Substantial inter-individual variability in individual disease courses is hypothesized to be partially mediated by the differential regulation of the genes that interact with the SARS-CoV-2 virus or are involved in the subsequent host response. Here, we comprehensively investigated non-genetic and genetic factors influencing COVID-19-relevant bronchial epithelial gene expression. METHODS: We analyzed RNA-sequencing data from bronchial epithelial brushings obtained from uninfected individuals. We related ACE2 gene expression to host and environmental factors in the SPIROMICS cohort of smokers with and without chronic obstructive pulmonary disease (COPD) and replicated these associations in two asthma cohorts, SARP and MAST. To identify airway biology beyond ACE2 binding that may contribute to increased susceptibility, we used gene set enrichment analyses to determine if gene expression changes indicative of a suppressed airway immune response observed early in SARS-CoV-2 infection are also observed in association with host factors. To identify host genetic variants affecting COVID-19 susceptibility in SPIROMICS, we performed expression quantitative trait (eQTL) mapping and investigated the phenotypic associations of the eQTL variants. RESULTS: We found that ACE2 expression was higher in relation to active smoking, obesity, and hypertension that are known risk factors of COVID-19 severity, while an association with interferon-related inflammation was driven by the truncated, non-binding ACE2 isoform. We discovered that expression patterns of a suppressed airway immune response to early SARS-CoV-2 infection, compared to other viruses, are similar to patterns associated with obesity, hypertension, and cardiovascular disease, which may thus contribute to a COVID-19-susceptible airway environment. eQTL mapping identified regulatory variants for genes implicated in COVID-19, some of which had pheWAS evidence for their potential role in respiratory infections. CONCLUSIONS: These data provide evidence that clinically relevant variation in the expression of COVID-19-related genes is associated with host factors, environmental exposures, and likely host genetic variation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-021-00866-2. BioMed Central 2021-04-21 /pmc/articles/PMC8059115/ /pubmed/33883027 http://dx.doi.org/10.1186/s13073-021-00866-2 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Kasela, Silva
Ortega, Victor E.
Martorella, Molly
Garudadri, Suresh
Nguyen, Jenna
Ampleford, Elizabeth
Pasanen, Anu
Nerella, Srilaxmi
Buschur, Kristina L.
Barjaktarevic, Igor Z.
Barr, R. Graham
Bleecker, Eugene R.
Bowler, Russell P.
Comellas, Alejandro P.
Cooper, Christopher B.
Couper, David J.
Criner, Gerard J.
Curtis, Jeffrey L.
Han, MeiLan K.
Hansel, Nadia N.
Hoffman, Eric A.
Kaner, Robert J.
Krishnan, Jerry A.
Martinez, Fernando J.
McDonald, Merry-Lynn N.
Meyers, Deborah A.
Paine, Robert
Peters, Stephen P.
Castro, Mario
Denlinger, Loren C.
Erzurum, Serpil C.
Fahy, John V.
Israel, Elliot
Jarjour, Nizar N.
Levy, Bruce D.
Li, Xingnan
Moore, Wendy C.
Wenzel, Sally E.
Zein, Joe
Langelier, Charles
Woodruff, Prescott G.
Lappalainen, Tuuli
Christenson, Stephanie A.
Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title_full Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title_fullStr Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title_full_unstemmed Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title_short Genetic and non-genetic factors affecting the expression of COVID-19-relevant genes in the large airway epithelium
title_sort genetic and non-genetic factors affecting the expression of covid-19-relevant genes in the large airway epithelium
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8059115/
https://www.ncbi.nlm.nih.gov/pubmed/33883027
http://dx.doi.org/10.1186/s13073-021-00866-2
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