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High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls

Chronic obstructive pulmonary disease (COPD) is induced by cigarette smoking and characterized by inflammation of airway tissue. Since smokers with COPD have a higher risk of developing lung cancer than those without, we hypothesized that they carry more mutations in affected tissue. We called somat...

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Autores principales: Thun, Gian-Andri, Derdak, Sophia, Castro-Giner, Francesc, Apunte-Ramos, Katherine, Águeda, Lidia, Wjst, Matthias, Boland, Anne, Deleuze, Jean-François, Kolsum, Umme, Heiss-Neumann, Marion S., Nowinski, Adam, Gorecka, Dorota, Hohlfeld, Jens M., Welte, Tobias, Brightling, Christopher E., Parr, David G., Prasse, Antje, Müller-Quernheim, Joachim, Greulich, Timm, Stendardo, Mariarita, Boschetto, Piera, Barta, Imre, Döme, Balázs, Gut, Marta, Singh, Dave, Ziegler-Heitbrock, Loems, Gut, Ivo G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934450/
https://www.ncbi.nlm.nih.gov/pubmed/31882973
http://dx.doi.org/10.1038/s41598-019-56618-1
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author Thun, Gian-Andri
Derdak, Sophia
Castro-Giner, Francesc
Apunte-Ramos, Katherine
Águeda, Lidia
Wjst, Matthias
Boland, Anne
Deleuze, Jean-François
Kolsum, Umme
Heiss-Neumann, Marion S.
Nowinski, Adam
Gorecka, Dorota
Hohlfeld, Jens M.
Welte, Tobias
Brightling, Christopher E.
Parr, David G.
Prasse, Antje
Müller-Quernheim, Joachim
Greulich, Timm
Stendardo, Mariarita
Boschetto, Piera
Barta, Imre
Döme, Balázs
Gut, Marta
Singh, Dave
Ziegler-Heitbrock, Loems
Gut, Ivo G.
author_facet Thun, Gian-Andri
Derdak, Sophia
Castro-Giner, Francesc
Apunte-Ramos, Katherine
Águeda, Lidia
Wjst, Matthias
Boland, Anne
Deleuze, Jean-François
Kolsum, Umme
Heiss-Neumann, Marion S.
Nowinski, Adam
Gorecka, Dorota
Hohlfeld, Jens M.
Welte, Tobias
Brightling, Christopher E.
Parr, David G.
Prasse, Antje
Müller-Quernheim, Joachim
Greulich, Timm
Stendardo, Mariarita
Boschetto, Piera
Barta, Imre
Döme, Balázs
Gut, Marta
Singh, Dave
Ziegler-Heitbrock, Loems
Gut, Ivo G.
author_sort Thun, Gian-Andri
collection PubMed
description Chronic obstructive pulmonary disease (COPD) is induced by cigarette smoking and characterized by inflammation of airway tissue. Since smokers with COPD have a higher risk of developing lung cancer than those without, we hypothesized that they carry more mutations in affected tissue. We called somatic mutations in airway brush samples from medium-coverage whole genome sequencing data from healthy never and ex-smokers (n = 8), as well as from ex-smokers with variable degrees of COPD (n = 4). Owing to the limited concordance of resulting calls between the applied tools we built a consensus, a strategy that was validated with high accuracy for cancer data. However, consensus calls showed little promise of representing true positives due to low mappability of corresponding sequence reads and high overlap with positions harbouring known genetic polymorphisms. A targeted re-sequencing approach suggested that only few mutations would survive stringent verification testing and that our data did not allow the inference of any difference in the mutational load of bronchial brush samples between former smoking COPD cases and controls. High polyclonality in airway brush samples renders medium-depth sequencing insufficient to provide the resolution to detect somatic mutations. Deep sequencing data of airway biopsies are needed to tackle the question.
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spelling pubmed-69344502019-12-29 High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls Thun, Gian-Andri Derdak, Sophia Castro-Giner, Francesc Apunte-Ramos, Katherine Águeda, Lidia Wjst, Matthias Boland, Anne Deleuze, Jean-François Kolsum, Umme Heiss-Neumann, Marion S. Nowinski, Adam Gorecka, Dorota Hohlfeld, Jens M. Welte, Tobias Brightling, Christopher E. Parr, David G. Prasse, Antje Müller-Quernheim, Joachim Greulich, Timm Stendardo, Mariarita Boschetto, Piera Barta, Imre Döme, Balázs Gut, Marta Singh, Dave Ziegler-Heitbrock, Loems Gut, Ivo G. Sci Rep Article Chronic obstructive pulmonary disease (COPD) is induced by cigarette smoking and characterized by inflammation of airway tissue. Since smokers with COPD have a higher risk of developing lung cancer than those without, we hypothesized that they carry more mutations in affected tissue. We called somatic mutations in airway brush samples from medium-coverage whole genome sequencing data from healthy never and ex-smokers (n = 8), as well as from ex-smokers with variable degrees of COPD (n = 4). Owing to the limited concordance of resulting calls between the applied tools we built a consensus, a strategy that was validated with high accuracy for cancer data. However, consensus calls showed little promise of representing true positives due to low mappability of corresponding sequence reads and high overlap with positions harbouring known genetic polymorphisms. A targeted re-sequencing approach suggested that only few mutations would survive stringent verification testing and that our data did not allow the inference of any difference in the mutational load of bronchial brush samples between former smoking COPD cases and controls. High polyclonality in airway brush samples renders medium-depth sequencing insufficient to provide the resolution to detect somatic mutations. Deep sequencing data of airway biopsies are needed to tackle the question. Nature Publishing Group UK 2019-12-27 /pmc/articles/PMC6934450/ /pubmed/31882973 http://dx.doi.org/10.1038/s41598-019-56618-1 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
Thun, Gian-Andri
Derdak, Sophia
Castro-Giner, Francesc
Apunte-Ramos, Katherine
Águeda, Lidia
Wjst, Matthias
Boland, Anne
Deleuze, Jean-François
Kolsum, Umme
Heiss-Neumann, Marion S.
Nowinski, Adam
Gorecka, Dorota
Hohlfeld, Jens M.
Welte, Tobias
Brightling, Christopher E.
Parr, David G.
Prasse, Antje
Müller-Quernheim, Joachim
Greulich, Timm
Stendardo, Mariarita
Boschetto, Piera
Barta, Imre
Döme, Balázs
Gut, Marta
Singh, Dave
Ziegler-Heitbrock, Loems
Gut, Ivo G.
High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title_full High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title_fullStr High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title_full_unstemmed High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title_short High degree of polyclonality hinders somatic mutation calling in lung brush samples of COPD cases and controls
title_sort high degree of polyclonality hinders somatic mutation calling in lung brush samples of copd cases and controls
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6934450/
https://www.ncbi.nlm.nih.gov/pubmed/31882973
http://dx.doi.org/10.1038/s41598-019-56618-1
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