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An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics

Aging promotes lung function decline and susceptibility to chronic lung diseases, which are the third leading cause of death worldwide. Here, we use single cell transcriptomics and mass spectrometry-based proteomics to quantify changes in cellular activity states across 30 cell types and chart the l...

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Autores principales: Angelidis, Ilias, Simon, Lukas M., Fernandez, Isis E., Strunz, Maximilian, Mayr, Christoph H., Greiffo, Flavia R., Tsitsiridis, George, Ansari, Meshal, Graf, Elisabeth, Strom, Tim-Matthias, Nagendran, Monica, Desai, Tushar, Eickelberg, Oliver, Mann, Matthias, Theis, Fabian J., Schiller, Herbert B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6393476/
https://www.ncbi.nlm.nih.gov/pubmed/30814501
http://dx.doi.org/10.1038/s41467-019-08831-9
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author Angelidis, Ilias
Simon, Lukas M.
Fernandez, Isis E.
Strunz, Maximilian
Mayr, Christoph H.
Greiffo, Flavia R.
Tsitsiridis, George
Ansari, Meshal
Graf, Elisabeth
Strom, Tim-Matthias
Nagendran, Monica
Desai, Tushar
Eickelberg, Oliver
Mann, Matthias
Theis, Fabian J.
Schiller, Herbert B.
author_facet Angelidis, Ilias
Simon, Lukas M.
Fernandez, Isis E.
Strunz, Maximilian
Mayr, Christoph H.
Greiffo, Flavia R.
Tsitsiridis, George
Ansari, Meshal
Graf, Elisabeth
Strom, Tim-Matthias
Nagendran, Monica
Desai, Tushar
Eickelberg, Oliver
Mann, Matthias
Theis, Fabian J.
Schiller, Herbert B.
author_sort Angelidis, Ilias
collection PubMed
description Aging promotes lung function decline and susceptibility to chronic lung diseases, which are the third leading cause of death worldwide. Here, we use single cell transcriptomics and mass spectrometry-based proteomics to quantify changes in cellular activity states across 30 cell types and chart the lung proteome of young and old mice. We show that aging leads to increased transcriptional noise, indicating deregulated epigenetic control. We observe cell type-specific effects of aging, uncovering increased cholesterol biosynthesis in type-2 pneumocytes and lipofibroblasts and altered relative frequency of airway epithelial cells as hallmarks of lung aging. Proteomic profiling reveals extracellular matrix remodeling in old mice, including increased collagen IV and XVI and decreased Fraser syndrome complex proteins and collagen XIV. Computational integration of the aging proteome with the single cell transcriptomes predicts the cellular source of regulated proteins and creates an unbiased reference map of the aging lung.
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spelling pubmed-63934762019-03-01 An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics Angelidis, Ilias Simon, Lukas M. Fernandez, Isis E. Strunz, Maximilian Mayr, Christoph H. Greiffo, Flavia R. Tsitsiridis, George Ansari, Meshal Graf, Elisabeth Strom, Tim-Matthias Nagendran, Monica Desai, Tushar Eickelberg, Oliver Mann, Matthias Theis, Fabian J. Schiller, Herbert B. Nat Commun Article Aging promotes lung function decline and susceptibility to chronic lung diseases, which are the third leading cause of death worldwide. Here, we use single cell transcriptomics and mass spectrometry-based proteomics to quantify changes in cellular activity states across 30 cell types and chart the lung proteome of young and old mice. We show that aging leads to increased transcriptional noise, indicating deregulated epigenetic control. We observe cell type-specific effects of aging, uncovering increased cholesterol biosynthesis in type-2 pneumocytes and lipofibroblasts and altered relative frequency of airway epithelial cells as hallmarks of lung aging. Proteomic profiling reveals extracellular matrix remodeling in old mice, including increased collagen IV and XVI and decreased Fraser syndrome complex proteins and collagen XIV. Computational integration of the aging proteome with the single cell transcriptomes predicts the cellular source of regulated proteins and creates an unbiased reference map of the aging lung. Nature Publishing Group UK 2019-02-27 /pmc/articles/PMC6393476/ /pubmed/30814501 http://dx.doi.org/10.1038/s41467-019-08831-9 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
Angelidis, Ilias
Simon, Lukas M.
Fernandez, Isis E.
Strunz, Maximilian
Mayr, Christoph H.
Greiffo, Flavia R.
Tsitsiridis, George
Ansari, Meshal
Graf, Elisabeth
Strom, Tim-Matthias
Nagendran, Monica
Desai, Tushar
Eickelberg, Oliver
Mann, Matthias
Theis, Fabian J.
Schiller, Herbert B.
An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title_full An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title_fullStr An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title_full_unstemmed An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title_short An atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
title_sort atlas of the aging lung mapped by single cell transcriptomics and deep tissue proteomics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6393476/
https://www.ncbi.nlm.nih.gov/pubmed/30814501
http://dx.doi.org/10.1038/s41467-019-08831-9
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