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Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis
RATIONALE: Contribution of central lung tissues to pathogenesis of idiopathic pulmonary fibrosis (IPF) remains unknown. OBJECTIVE: To ascertain the relationship between cell types of IPF-central and IPF-peripheral lung explants using RNA sequencing (RNA-seq) transcriptome. METHODS: Biopsies of paire...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BMJ Publishing Group
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9896241/ https://www.ncbi.nlm.nih.gov/pubmed/36725082 http://dx.doi.org/10.1136/bmjresp-2022-001391 |
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author | Huang, Yong Guzy, Rob Ma, Shwu-Fan Bonham, Catherine A Jou, Jonathan Schulte, Jefree J Kim, John S Barros, Andrew J Espindola, Milena S Husain, Aliya N Hogaboam, Cory M Sperling, Anne I Noth, Imre |
author_facet | Huang, Yong Guzy, Rob Ma, Shwu-Fan Bonham, Catherine A Jou, Jonathan Schulte, Jefree J Kim, John S Barros, Andrew J Espindola, Milena S Husain, Aliya N Hogaboam, Cory M Sperling, Anne I Noth, Imre |
author_sort | Huang, Yong |
collection | PubMed |
description | RATIONALE: Contribution of central lung tissues to pathogenesis of idiopathic pulmonary fibrosis (IPF) remains unknown. OBJECTIVE: To ascertain the relationship between cell types of IPF-central and IPF-peripheral lung explants using RNA sequencing (RNA-seq) transcriptome. METHODS: Biopsies of paired IPF-central and IPF-peripheral along with non-IPF lungs were selected by reviewing H&E data. Criteria for differentially expressed genes (DEG) were set at false discovery rate <5% and fold change >2. Computational cell composition deconvolution was performed. Signature scores were computed for each cell type. FINDINGS: Comparison of central IPF versus non-IPF identified 1723 DEG (1522 upregulated and 201 downregulated). Sixty-two per cent (938/1522) of the mutually upregulated genes in central IPF genes were also upregulated in peripheral IPF versus non-IPF. Moreover, 85 IPF central-associated genes (CAG) were upregulated in central IPF versus both peripheral IPF and central non-IPF. IPF single-cell RNA-seq analysis revealed the highest CAG signature score in myofibroblasts and significantly correlated with a previously published activated fibroblasts signature (r=0.88, p=1.6×10(−4)). CAG signature scores were significantly higher in IPF than in non-IPF myofibroblasts (p=0.013). Network analysis of central-IPF genes identified a module significantly correlated with the deconvoluted proportion of myofibroblasts in central IPF and anti-correlated with inflammation foci trait in peripheral IPF. The module genes were over-represented in idiopathic pulmonary fibrosis signalling pathways. INTERPRETATION: Gene expression in central IPF lung regions demonstrates active myofibroblast features that contributes to disease progression. Further elucidation of pathological transcriptomic state of cells in the central regions of the IPF lung that are relatively spared from morphological rearrangements may provide insights into molecular changes in the IPF progression. |
format | Online Article Text |
id | pubmed-9896241 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BMJ Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-98962412023-02-04 Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis Huang, Yong Guzy, Rob Ma, Shwu-Fan Bonham, Catherine A Jou, Jonathan Schulte, Jefree J Kim, John S Barros, Andrew J Espindola, Milena S Husain, Aliya N Hogaboam, Cory M Sperling, Anne I Noth, Imre BMJ Open Respir Res Interstitial Lung Disease RATIONALE: Contribution of central lung tissues to pathogenesis of idiopathic pulmonary fibrosis (IPF) remains unknown. OBJECTIVE: To ascertain the relationship between cell types of IPF-central and IPF-peripheral lung explants using RNA sequencing (RNA-seq) transcriptome. METHODS: Biopsies of paired IPF-central and IPF-peripheral along with non-IPF lungs were selected by reviewing H&E data. Criteria for differentially expressed genes (DEG) were set at false discovery rate <5% and fold change >2. Computational cell composition deconvolution was performed. Signature scores were computed for each cell type. FINDINGS: Comparison of central IPF versus non-IPF identified 1723 DEG (1522 upregulated and 201 downregulated). Sixty-two per cent (938/1522) of the mutually upregulated genes in central IPF genes were also upregulated in peripheral IPF versus non-IPF. Moreover, 85 IPF central-associated genes (CAG) were upregulated in central IPF versus both peripheral IPF and central non-IPF. IPF single-cell RNA-seq analysis revealed the highest CAG signature score in myofibroblasts and significantly correlated with a previously published activated fibroblasts signature (r=0.88, p=1.6×10(−4)). CAG signature scores were significantly higher in IPF than in non-IPF myofibroblasts (p=0.013). Network analysis of central-IPF genes identified a module significantly correlated with the deconvoluted proportion of myofibroblasts in central IPF and anti-correlated with inflammation foci trait in peripheral IPF. The module genes were over-represented in idiopathic pulmonary fibrosis signalling pathways. INTERPRETATION: Gene expression in central IPF lung regions demonstrates active myofibroblast features that contributes to disease progression. Further elucidation of pathological transcriptomic state of cells in the central regions of the IPF lung that are relatively spared from morphological rearrangements may provide insights into molecular changes in the IPF progression. BMJ Publishing Group 2023-02-01 /pmc/articles/PMC9896241/ /pubmed/36725082 http://dx.doi.org/10.1136/bmjresp-2022-001391 Text en © Author(s) (or their employer(s)) 2023. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) . |
spellingShingle | Interstitial Lung Disease Huang, Yong Guzy, Rob Ma, Shwu-Fan Bonham, Catherine A Jou, Jonathan Schulte, Jefree J Kim, John S Barros, Andrew J Espindola, Milena S Husain, Aliya N Hogaboam, Cory M Sperling, Anne I Noth, Imre Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title | Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title_full | Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title_fullStr | Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title_full_unstemmed | Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title_short | Central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
title_sort | central lung gene expression associates with myofibroblast features in idiopathic pulmonary fibrosis |
topic | Interstitial Lung Disease |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9896241/ https://www.ncbi.nlm.nih.gov/pubmed/36725082 http://dx.doi.org/10.1136/bmjresp-2022-001391 |
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