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A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs
Age is a major risk factor for lung disease. To understand the mechanisms underlying this association, we characterized the changing cellular, genomic, transcriptional, and epigenetic landscape of lung aging using bulk and single-cell RNAseq (scRNAseq) data. Our analysis revealed age-associated gene...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153177/ https://www.ncbi.nlm.nih.gov/pubmed/37131739 http://dx.doi.org/10.1101/2023.04.19.536722 |
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author | De Man, Ruben McDonough, John E Adams, Taylor S Manning, Edward P Myers, Greg Vos, Robin Ceulemans, Laurens Dupont, Lieven Vanaudenaerde, Bart M Wuyts, Wim A Rosas, Ivan O Hagood, James S. Ambalavanan, Namasivayam Niklason, Laura Hansen, Kirk C Yan, Xiting Kaminski, Naftali |
author_facet | De Man, Ruben McDonough, John E Adams, Taylor S Manning, Edward P Myers, Greg Vos, Robin Ceulemans, Laurens Dupont, Lieven Vanaudenaerde, Bart M Wuyts, Wim A Rosas, Ivan O Hagood, James S. Ambalavanan, Namasivayam Niklason, Laura Hansen, Kirk C Yan, Xiting Kaminski, Naftali |
author_sort | De Man, Ruben |
collection | PubMed |
description | Age is a major risk factor for lung disease. To understand the mechanisms underlying this association, we characterized the changing cellular, genomic, transcriptional, and epigenetic landscape of lung aging using bulk and single-cell RNAseq (scRNAseq) data. Our analysis revealed age-associated gene networks that reflected hallmarks of aging, including mitochondrial dysfunction, inflammation, and cellular senescence. Cell type deconvolution revealed age-associated changes in the cellular composition of the lung: decreased alveolar epithelial cells and increased fibroblasts and endothelial cells. In the alveolar microenvironment, aging is characterized by decreased AT2B cells and reduced surfactant production, a finding that was validated by scRNAseq and IHC. We showed that a previously reported senescence signature, SenMayo, captures cells expressing canonical senescence markers. SenMayo signature also identified cell-type specific senescence-associated co-expression modules that have distinct molecular functions, including ECM regulation, cell signaling, and damage response pathways. Analysis of somatic mutations showed that burden was highest in lymphocytes and endothelial cells and was associated with high expression of senescence signature. Finally, aging and senescence gene expression modules were associated with differentially methylated regions, with inflammatory markers such as IL1B, IL6R, and TNF being significantly regulated with age. Our findings provide new insights into the mechanisms underlying lung aging and may have implications for the development of interventions to prevent or treat age-related lung diseases. |
format | Online Article Text |
id | pubmed-10153177 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-101531772023-05-03 A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs De Man, Ruben McDonough, John E Adams, Taylor S Manning, Edward P Myers, Greg Vos, Robin Ceulemans, Laurens Dupont, Lieven Vanaudenaerde, Bart M Wuyts, Wim A Rosas, Ivan O Hagood, James S. Ambalavanan, Namasivayam Niklason, Laura Hansen, Kirk C Yan, Xiting Kaminski, Naftali bioRxiv Article Age is a major risk factor for lung disease. To understand the mechanisms underlying this association, we characterized the changing cellular, genomic, transcriptional, and epigenetic landscape of lung aging using bulk and single-cell RNAseq (scRNAseq) data. Our analysis revealed age-associated gene networks that reflected hallmarks of aging, including mitochondrial dysfunction, inflammation, and cellular senescence. Cell type deconvolution revealed age-associated changes in the cellular composition of the lung: decreased alveolar epithelial cells and increased fibroblasts and endothelial cells. In the alveolar microenvironment, aging is characterized by decreased AT2B cells and reduced surfactant production, a finding that was validated by scRNAseq and IHC. We showed that a previously reported senescence signature, SenMayo, captures cells expressing canonical senescence markers. SenMayo signature also identified cell-type specific senescence-associated co-expression modules that have distinct molecular functions, including ECM regulation, cell signaling, and damage response pathways. Analysis of somatic mutations showed that burden was highest in lymphocytes and endothelial cells and was associated with high expression of senescence signature. Finally, aging and senescence gene expression modules were associated with differentially methylated regions, with inflammatory markers such as IL1B, IL6R, and TNF being significantly regulated with age. Our findings provide new insights into the mechanisms underlying lung aging and may have implications for the development of interventions to prevent or treat age-related lung diseases. Cold Spring Harbor Laboratory 2023-04-19 /pmc/articles/PMC10153177/ /pubmed/37131739 http://dx.doi.org/10.1101/2023.04.19.536722 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article De Man, Ruben McDonough, John E Adams, Taylor S Manning, Edward P Myers, Greg Vos, Robin Ceulemans, Laurens Dupont, Lieven Vanaudenaerde, Bart M Wuyts, Wim A Rosas, Ivan O Hagood, James S. Ambalavanan, Namasivayam Niklason, Laura Hansen, Kirk C Yan, Xiting Kaminski, Naftali A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title | A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title_full | A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title_fullStr | A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title_full_unstemmed | A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title_short | A Multi-omic Analysis of the Human Lung Reveals Distinct Cell Specific Aging and Senescence Molecular Programs |
title_sort | multi-omic analysis of the human lung reveals distinct cell specific aging and senescence molecular programs |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10153177/ https://www.ncbi.nlm.nih.gov/pubmed/37131739 http://dx.doi.org/10.1101/2023.04.19.536722 |
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