1
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Richmond BW, Marshall CB, Blackburn JB, Tufenkjian TS, Lehmann BD, Han W, Newcomb D, Gutor SS, Hunt RP, Michell DL, Vickers KC, Polosukhin VV, Blackwell TS, Pietenpol JA. Loss of p73 Expression Contributes to Chronic Obstructive Pulmonary Disease. Am J Respir Crit Care Med 2024; 209:153-163. [PMID: 37931077 PMCID: PMC10806417 DOI: 10.1164/rccm.202303-0503oc] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 11/06/2023] [Indexed: 11/08/2023] Open
Abstract
Rationale: Multiciliated cell (MCC) loss and/or dysfunction is common in the small airways of patients with chronic obstructive pulmonary disease (COPD), but it is unclear if this contributes to COPD lung pathology. Objectives: To determine if loss of p73 causes a COPD-like phenotype in mice and explore whether smoking or COPD impact p73 expression. Methods: p73floxE7-E9 mice were crossed with Shh-Cre mice to generate mice lacking MCCs in the airway epithelium. The resulting p73Δairway mice were analyzed using electron microscopy, flow cytometry, morphometry, forced oscillation technique, and single-cell RNA sequencing. Furthermore, the effects of cigarette smoke on p73 transcript and protein expression were examined using in vitro and in vivo models and in studies including airway epithelium from smokers and patients with COPD. Measurements and Main Results: Loss of functional p73 in the respiratory epithelium resulted in a near-complete absence of MCCs in p73Δairway mice. In adulthood, these mice spontaneously developed neutrophilic inflammation and emphysema-like lung remodeling and had progressive loss of secretory cells. Exposure of normal airway epithelium cells to cigarette smoke rapidly and durably suppressed p73 expression in vitro and in vivo. Furthermore, tumor protein 73 mRNA expression was reduced in the airways of current smokers (n = 82) compared with former smokers (n = 69), and p73-expressing MCCs were reduced in the small airways of patients with COPD (n = 11) compared with control subjects without COPD (n = 12). Conclusions: Loss of functional p73 in murine airway epithelium results in the absence of MCCs and promotes COPD-like lung pathology. In smokers and patients with COPD, loss of p73 may contribute to MCC loss or dysfunction.
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Affiliation(s)
- Bradley W. Richmond
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
- Department of Cell and Developmental Biology
| | - Clayton B. Marshall
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee; and
- Department of Biochemistry, and
| | - Jessica B. Blackburn
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Tiffany S. Tufenkjian
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Brian D. Lehmann
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee; and
- Department of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Wei Han
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Dawn Newcomb
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Sergey S. Gutor
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Raphael P. Hunt
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | | | - Kasey C. Vickers
- Department of Medicine, Vanderbilt University, Nashville, Tennessee
| | - Vasiliy V. Polosukhin
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
| | - Timothy S. Blackwell
- Department of Veterans Affairs Medical Center, Nashville, Tennessee
- Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, and
- Department of Cell and Developmental Biology
| | - Jennifer A. Pietenpol
- Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, Tennessee; and
- Department of Biochemistry, and
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2
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Nouri N, Kurlovs AH, Gaglia G, de Rinaldis E, Savova V. Scaling up single-cell RNA-seq data analysis with CellBridge workflow. Bioinformatics 2023; 39:btad760. [PMID: 38113416 PMCID: PMC10751228 DOI: 10.1093/bioinformatics/btad760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 12/04/2023] [Accepted: 12/18/2023] [Indexed: 12/21/2023] Open
Abstract
SUMMARY Single-cell RNA sequencing (scRNA-seq) has revolutionized the study of gene expression at the individual cell level, unraveling unprecedented insights into cellular heterogeneity. However, the analysis of scRNA-seq data remains a challenging and time-consuming task, often demanding advanced computational expertise, rendering it impractical for high-volume environments and applications. We present CellBridge, an automated workflow designed to simplify the standard procedures entailed in scRNA-seq data analysis, eliminating the need for specialized computational expertise. CellBridge utilizes state-of-the-art computational methods, integrating a range of advanced functionalities, covering the entire process from raw unaligned sequencing reads to cell type annotation. Hence, CellBridge accelerates the pace of discovery by seamlessly enabling insights into vast volumes of scRNA-seq data, without compromising workflow control and reproducibility. AVAILABILITY AND IMPLEMENTATION The source code, detailed documentation, and materials required to reproduce the results are available on GitHub and archived in Zenodo. For the CellBridge pre-processing step (v1.0.0), access the GitHub repository at https://github.com/Sanofi-Public/PMCB-ToBridge and the Zenodo archive at https://zenodo.org/records/10246161. For the CellBridge processing step (v1.0.0), visit the GitHub repository at https://github.com/Sanofi-Public/PMCB-CellBridge and the Zenodo archive at https://zenodo.org/records/10246046.
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Affiliation(s)
- Nima Nouri
- Precision Medicine and Computational Biology, Sanofi, Cambridge, MA 02141, United States
| | - Andre H Kurlovs
- Precision Medicine and Computational Biology, Sanofi, Cambridge, MA 02141, United States
| | - Giorgio Gaglia
- Precision Medicine and Computational Biology, Sanofi, Cambridge, MA 02141, United States
| | - Emanuele de Rinaldis
- Precision Medicine and Computational Biology, Sanofi, Cambridge, MA 02141, United States
| | - Virginia Savova
- Precision Medicine and Computational Biology, Sanofi, Cambridge, MA 02141, United States
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3
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Pezzuto A, Ricci A, D’Ascanio M, Moretta A, Tonini G, Calabrò N, Minoia V, Pacini A, De Paolis G, Chichi E, Carico E, Tammaro A. Short-Term Benefits of Smoking Cessation Improve Respiratory Function and Metabolism in Smokers. Int J Chron Obstruct Pulmon Dis 2023; 18:2861-2865. [PMID: 38059013 PMCID: PMC10697086 DOI: 10.2147/copd.s423148] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 10/30/2023] [Indexed: 12/08/2023] Open
Abstract
Background Cigarette smoke exposure is the main preventable cause of chronic obstructive pulmonary disease (COPD). Airflow limitation is closely associated with smoking exposure. Smoking could also interfere with lipid metabolism. Aim To determine the respiratory functional and metabolic changes after smoking cessation in smokers in the short term. Methods All patients were current smokers. They were assessed by spirometry and questionnaires such as COPD assessment test(CAT), modified Medical Research Council (mMRC) test for dyspnea, Fagestrom's test for nicotine dependence. Exhaled CO was detected in order to evaluate smoking exposure and smoking cessation (normal value<7 ppm). A blood sampling was eventually taken for vitamin D and cholesterol assay. All patients underwent therapy with counselling and varenicline as first-line treatment according to its schedule. Detection time: at baseline and one month after smoking cessation. Results All patients quit smoking during treatment. The mean age was 62 with a prevalence of males. The analysis revealed the following mean values at baseline: CAT mean score was 15, pack-years 35.5, Fagestrom's Test mean score 5.0. The West's value was 8.5, whereas Body mass index (BMI) was 25.5.Cigarette daily consumption mean value was 22.5. The comparison before and at follow up one month after smoking cessation about functional and metabolic parameters, show us the following results: FEV 1 was increased by 200 mL (p<0.02), FEF 25/75 was improved as well as mMRC test. The eCO was dropped to as low as 8 ppM. Interestingly the vitamin D level was increased from 25 to 28 ng/mL without any support therapy. The cholesterol total level was reduced and CAT value and DLCO were also significantly improved. Conclusion Quit smoking is useful to improve symptoms, respiratory function and metabolic parameters in the short term.
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Affiliation(s)
- Aldo Pezzuto
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Alberto Ricci
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Michela D’Ascanio
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Alba Moretta
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Giuseppe Tonini
- Oncology Department, Campus Bio-Medico University, Rome, Italy
| | - Noemi Calabrò
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Valeria Minoia
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Alessia Pacini
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Giuliana De Paolis
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Eleonora Chichi
- Department of Cardiovascular and Respiratory Sciences, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Elisabetta Carico
- Clinical and Molecular Medicine Department, S Andrea Hospital, Sapienza University, Rome, Italy
| | - Antonella Tammaro
- Department of Neuroscience- NESMOS, S.Andrea Hospital, Sapienza University, Rome, Italy
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4
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Faiz A, Mahbub RM, Boedijono FS, Tomassen MI, Kooistra W, Timens W, Nawijn M, Hansbro PM, Johansen MD, Pouwels SD, Heijink IH, Massip F, de Biase MS, Schwarz RF, Adcock IM, Chung KF, van der Does A, Hiemstra PS, Goulaouic H, Xing H, Abdulai R, de Rinaldis E, Cunoosamy D, Harel S, Lederer D, Nivens MC, Wark PA, Kerstjens HAM, Hylkema MN, Brandsma CA, van den Berge M. IL-33 Expression Is Lower in Current Smokers at both Transcriptomic and Protein Levels. Am J Respir Crit Care Med 2023; 208:1075-1087. [PMID: 37708400 PMCID: PMC10867944 DOI: 10.1164/rccm.202210-1881oc] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Accepted: 09/14/2023] [Indexed: 09/16/2023] Open
Abstract
Rationale: IL-33 is a proinflammatory cytokine thought to play a role in the pathogenesis of asthma and chronic obstructive pulmonary disease (COPD). A recent clinical trial using an anti-IL-33 antibody showed a reduction in exacerbation and improved lung function in ex-smokers but not current smokers with COPD. Objectives: This study aimed to understand the effects of smoking status on IL-33. Methods: We investigated the association of smoking status with the level of gene expression of IL-33 in the airways in eight independent transcriptomic studies of lung airways. Additionally, we performed Western blot analysis and immunohistochemistry for IL-33 in lung tissue to assess protein levels. Measurements and Main Results: Across the bulk RNA-sequencing datasets, IL-33 gene expression and its signaling pathway were significantly lower in current versus former or never-smokers and increased upon smoking cessation (P < 0.05). Single-cell sequencing showed that IL-33 is predominantly expressed in resting basal epithelial cells and decreases during the differentiation process triggered by smoke exposure. We also found a higher transitioning of this cellular subpopulation into a more differentiated cell type during chronic smoking, potentially driving the reduction of IL-33. Protein analysis demonstrated lower IL-33 levels in lung tissue from current versus former smokers with COPD and a lower proportion of IL-33-positive basal cells in current versus ex-smoking controls. Conclusions: We provide strong evidence that cigarette smoke leads to an overall reduction in IL-33 expression in transcriptomic and protein level, and this may be due to the decrease in resting basal cells. Together, these findings may explain the clinical observation that a recent antibody-based anti-IL-33 treatment is more effective in former than current smokers with COPD.
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Affiliation(s)
- Alen Faiz
- Respiratory Bioinformatics and Molecular Biology, School of Life Sciences, University of Technology Sydney, Sydney, New South Wales, Australia
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
| | - Rashad M. Mahbub
- Respiratory Bioinformatics and Molecular Biology, School of Life Sciences, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Fia Sabrina Boedijono
- Respiratory Bioinformatics and Molecular Biology, School of Life Sciences, University of Technology Sydney, Sydney, New South Wales, Australia
- Centre for Inflammation, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, New South Wales, Australia
| | - Milan I. Tomassen
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Wierd Kooistra
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Wim Timens
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Martijn Nawijn
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Philip M. Hansbro
- Centre for Inflammation, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, New South Wales, Australia
| | - Matt D. Johansen
- Centre for Inflammation, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, New South Wales, Australia
| | - Simon D. Pouwels
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
| | - Irene H. Heijink
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Florian Massip
- Centre for Computational Biology, Mines ParisTech, Paris Sciences et Lettres Research University, Paris, France
- Cancer and Genome: Bioinformatics, Biostatistics and Epidemiology of Complex Systems Institut Curie, Paris, France
- Institut Nationale de la Santé et de la Recherche Médicale U900, Paris, France
| | - Maria Stella de Biase
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
| | - Roland F. Schwarz
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Institute for Computational Cancer Biology, Center for Integrated Oncology, Cancer Research Center Cologne Essen, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany
- Berlin Institute for the Foundations of Learning and Data, Berlin, Germany
| | - Ian M. Adcock
- National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Kian F. Chung
- National Heart & Lung Institute, Imperial College London, London, United Kingdom
| | - Anne van der Does
- Department of Pulmonology, Leiden University Medical Center, Leiden, The Netherlands
| | - Pieter S. Hiemstra
- Department of Pulmonology, Leiden University Medical Center, Leiden, The Netherlands
| | | | | | | | | | | | - Sivan Harel
- Regeneron Pharmaceuticals, Tarrytown, New York
| | | | | | - Peter A. Wark
- Centre for Asthma & Respiratory Disease, The University of Newcastle, Newcastle, New South Wales, Australia; and
- Hunter Medical Research Institute, Vaccines, Infection, Viruses & Asthma Newcastle, New South Wales, Australia
| | - Huib A. M. Kerstjens
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
| | - Machteld N. Hylkema
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Corry-Anke Brandsma
- Groningen Research Institute for Asthma and COPD
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
| | - Maarten van den Berge
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
| | - the Cambridge Lung Cancer Early Detection Programme
- Respiratory Bioinformatics and Molecular Biology, School of Life Sciences, University of Technology Sydney, Sydney, New South Wales, Australia
- Groningen Research Institute for Asthma and COPD
- Department of Pulmonary Diseases, and
- Department of Pathology & Medical Biology, University of Groningen and University Medical Center Groningen, Groningen, The Netherlands
- Centre for Inflammation, Faculty of Science, Centenary Institute and University of Technology Sydney, Sydney, New South Wales, Australia
- Centre for Computational Biology, Mines ParisTech, Paris Sciences et Lettres Research University, Paris, France
- Cancer and Genome: Bioinformatics, Biostatistics and Epidemiology of Complex Systems Institut Curie, Paris, France
- Institut Nationale de la Santé et de la Recherche Médicale U900, Paris, France
- Berlin Institute for Medical Systems Biology, Max Delbrück Center for Molecular Medicine in the Helmholtz Association, Berlin, Germany
- Institute for Computational Cancer Biology, Center for Integrated Oncology, Cancer Research Center Cologne Essen, Faculty of Medicine and University Hospital Cologne, University of Cologne, Germany
- Berlin Institute for the Foundations of Learning and Data, Berlin, Germany
- National Heart & Lung Institute, Imperial College London, London, United Kingdom
- Department of Pulmonology, Leiden University Medical Center, Leiden, The Netherlands
- Sanofi, Chilly-Mazarin, France
- Sanofi, Cambridge, Massachusetts
- Regeneron Pharmaceuticals, Tarrytown, New York
- Centre for Asthma & Respiratory Disease, The University of Newcastle, Newcastle, New South Wales, Australia; and
- Hunter Medical Research Institute, Vaccines, Infection, Viruses & Asthma Newcastle, New South Wales, Australia
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5
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Long E, Yin J, Shin JH, Li Y, Kane A, Patel H, Luong T, Xia J, Han Y, Byun J, Zhang T, Zhao W, Landi MT, Rothman N, Lan Q, Chang YS, Yu F, Amos C, Shi J, Lee JG, Kim EY, Choi J. Context-aware single-cell multiome approach identified cell-type specific lung cancer susceptibility genes. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.25.559336. [PMID: 37808664 PMCID: PMC10557605 DOI: 10.1101/2023.09.25.559336] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2023]
Abstract
Genome-wide association studies (GWAS) identified over fifty loci associated with lung cancer risk. However, the genetic mechanisms and target genes underlying these loci are largely unknown, as most risk-associated-variants might regulate gene expression in a context-specific manner. Here, we generated a barcode-shared transcriptome and chromatin accessibility map of 117,911 human lung cells from age/sex-matched ever- and never-smokers to profile context-specific gene regulation. Accessible chromatin peak detection identified cell-type-specific candidate cis-regulatory elements (cCREs) from each lung cell type. Colocalization of lung cancer candidate causal variants (CCVs) with these cCREs prioritized the variants for 68% of the GWAS loci, a subset of which was also supported by transcription factor abundance and footprinting. cCRE colocalization and single-cell based trait relevance score nominated epithelial and immune cells as the main cell groups contributing to lung cancer susceptibility. Notably, cCREs of rare proliferating epithelial cell types, such as AT2-proliferating (0.13%) and basal cells (1.8%), overlapped with CCVs, including those in TERT. A multi-level cCRE-gene linking system identified candidate susceptibility genes from 57% of lung cancer loci, including those not detected in tissue- or cell-line-based approaches. cCRE-gene linkage uncovered that adjacent genes expressed in different cell types are correlated with distinct subsets of coinherited CCVs, including JAML and MPZL3 at the 11q23.3 locus. Our data revealed the cell types and contexts where the lung cancer susceptibility genes are functional.
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Affiliation(s)
- Erping Long
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
- Current affiliation: Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jinhu Yin
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Ju Hye Shin
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Yuyan Li
- Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Alexander Kane
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Harsh Patel
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Thong Luong
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jun Xia
- Department of Biomedical Sciences, Creighton University, Omaha, NE, USA
| | - Younghun Han
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Jinyoung Byun
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Tongwu Zhang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Wei Zhao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Maria Teresa Landi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Nathaniel Rothman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Qing Lan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Yoon Soo Chang
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Fulong Yu
- Guangzhou National Laboratory, Guangzhou International Bio Island, Guangzhou, China
| | - Christopher Amos
- Institute for Clinical and Translational Research, Baylor College of Medicine, Houston, TX, USA
| | - Jianxin Shi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Jin Gu Lee
- Department of Thoracic and Cardiovascular Surgery, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun Young Kim
- Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jiyeon Choi
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
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6
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Raach B, Bundgaard N, Haase MJ, Starruß J, Sotillo R, Stanifer ML, Graw F. Influence of cell type specific infectivity and tissue composition on SARS-CoV-2 infection dynamics within human airway epithelium. PLoS Comput Biol 2023; 19:e1011356. [PMID: 37566610 PMCID: PMC10446191 DOI: 10.1371/journal.pcbi.1011356] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2023] [Revised: 08/23/2023] [Accepted: 07/13/2023] [Indexed: 08/13/2023] Open
Abstract
Human airway epithelium (HAE) represents the primary site of viral infection for SARS-CoV-2. Comprising different cell populations, a lot of research has been aimed at deciphering the major cell types and infection dynamics that determine disease progression and severity. However, the cell type-specific replication kinetics, as well as the contribution of cellular composition of the respiratory epithelium to infection and pathology are still not fully understood. Although experimental advances, including Air-liquid interface (ALI) cultures of reconstituted pseudostratified HAE, as well as lung organoid systems, allow the observation of infection dynamics under physiological conditions in unprecedented level of detail, disentangling and quantifying the contribution of individual processes and cells to these dynamics remains challenging. Here, we present how a combination of experimental data and mathematical modelling can be used to infer and address the influence of cell type specific infectivity and tissue composition on SARS-CoV-2 infection dynamics. Using a stepwise approach that integrates various experimental data on HAE culture systems with regard to tissue differentiation and infection dynamics, we develop an individual cell-based model that enables investigation of infection and regeneration dynamics within pseudostratified HAE. In addition, we present a novel method to quantify tissue integrity based on image data related to the standard measures of transepithelial electrical resistance measurements. Our analysis provides a first aim of quantitatively assessing cell type specific infection kinetics and shows how tissue composition and changes in regeneration capacity, as e.g. in smokers, can influence disease progression and pathology. Furthermore, we identified key measurements that still need to be assessed in order to improve inference of cell type specific infection kinetics and disease progression. Our approach provides a method that, in combination with additional experimental data, can be used to disentangle the complex dynamics of viral infection and immunity within human airway epithelial culture systems.
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Affiliation(s)
- Benjamin Raach
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Nils Bundgaard
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Marika J. Haase
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
| | - Jörn Starruß
- Center for Information Services and High Performance Computing, TU Dresden, Dresden, Germany
| | - Rocio Sotillo
- Division of Molecular Thoracic Oncology, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Megan L. Stanifer
- Department of Infectious Diseases, Molecular Virology, University Hospital Heidelberg, Heidelberg, Germany
- University of Florida, College of Medicine, Dept. of Molecular Genetics and Microbiology, Gainesville, Florida, United States of America
| | - Frederik Graw
- BioQuant-Center for Quantitative Biology, Heidelberg University, Heidelberg, Germany
- Interdisciplinary Center for Scientific Computing, Heidelberg University, Heidelberg, Germany
- Friedrich-Alexander-Universität Erlangen-Nürnberg, Department of Medicine 5, Erlangen, Germany
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7
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Assou S, Ahmed E, Morichon L, Nasri A, Foisset F, Bourdais C, Gros N, Tieo S, Petit A, Vachier I, Muriaux D, Bourdin A, De Vos J. The Transcriptome Landscape of the In Vitro Human Airway Epithelium Response to SARS-CoV-2. Int J Mol Sci 2023; 24:12017. [PMID: 37569398 PMCID: PMC10418806 DOI: 10.3390/ijms241512017] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 07/19/2023] [Accepted: 07/24/2023] [Indexed: 08/13/2023] Open
Abstract
Airway-liquid interface cultures of primary epithelial cells and of induced pluripotent stem-cell-derived airway epithelial cells (ALI and iALI, respectively) are physiologically relevant models for respiratory virus infection studies because they can mimic the in vivo human bronchial epithelium. Here, we investigated gene expression profiles in human airway cultures (ALI and iALI models), infected or not with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), using our own and publicly available bulk and single-cell transcriptome datasets. SARS-CoV-2 infection significantly increased the expression of interferon-stimulated genes (IFI44, IFIT1, IFIT3, IFI35, IRF9, MX1, OAS1, OAS3 and ISG15) and inflammatory genes (NFKBIA, CSF1, FOSL1, IL32 and CXCL10) by day 4 post-infection, indicating activation of the interferon and immune responses to the virus. Extracellular matrix genes (ITGB6, ITGB1 and GJA1) were also altered in infected cells. Single-cell RNA sequencing data revealed that SARS-CoV-2 infection damaged the respiratory epithelium, particularly mature ciliated cells. The expression of genes encoding intercellular communication and adhesion proteins was also deregulated, suggesting a mechanism to promote shedding of infected epithelial cells. These data demonstrate that ALI/iALI models help to explain the airway epithelium response to SARS-CoV-2 infection and are a key tool for developing COVID-19 treatments.
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Affiliation(s)
- Said Assou
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Engi Ahmed
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Lisa Morichon
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
| | - Amel Nasri
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Florent Foisset
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Carine Bourdais
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
| | - Nathalie Gros
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
| | - Sonia Tieo
- CEFE, University of Montpellier, CNRS, EPHE, IRD, 34090 Montpellier, France;
| | - Aurelie Petit
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Isabelle Vachier
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - Delphine Muriaux
- CEMIPAI, Université de Montpellier, CNRS UAR3725, 34090 Montpellier, France; (N.G.); (D.M.)
- IRIM, Université de Montpellier, CNRS UMR9004, 34090 Montpellier, France
| | - Arnaud Bourdin
- Department of Respiratory Diseases, CHU Montpellier, Arnaud de Villeneuve Hospital, INSERM, 34000 Montpellier, France; (A.P.); (I.V.)
- PhyMedExp, University of Montpellier, INSERM U1046, CNRS UMR 9214, 34090 Montpellier, France
| | - John De Vos
- IRMB, University of Montpellier, INSERM, CHU Montpellier, 34295 Montpellier, France; (E.A.); (L.M.); (A.N.); (F.F.); (C.B.); (J.D.V.)
- Department of Cell and Tissue Engineering, University of Montpellier, CHU Montpellier, 34090 Montpellier, France
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8
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Blackburn JB, Li NF, Bartlett NW, Richmond BW. An update in club cell biology and its potential relevance to chronic obstructive pulmonary disease. Am J Physiol Lung Cell Mol Physiol 2023; 324:L652-L665. [PMID: 36942863 PMCID: PMC10110710 DOI: 10.1152/ajplung.00192.2022] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 03/10/2023] [Accepted: 03/16/2023] [Indexed: 03/23/2023] Open
Abstract
Club cells are found in human small airways where they play an important role in immune defense, xenobiotic metabolism, and repair after injury. Over the past few years, data from single-cell RNA sequencing (scRNA-seq) studies has generated new insights into club cell heterogeneity and function. In this review, we integrate findings from scRNA-seq experiments with earlier in vitro, in vivo, and microscopy studies and highlight the many ways club cells contribute to airway homeostasis. We then discuss evidence for loss of club cells or club cell products in the airways of patients with chronic obstructive pulmonary disease (COPD) and discuss potential mechanisms through which this might occur.
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Affiliation(s)
- Jessica B Blackburn
- Department of Veterans Affairs Medical Center, Nashville, Tennessee, United States
- Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
| | - Ngan Fung Li
- Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, United States
| | - Nathan W Bartlett
- Viral Immunology and Respiratory Disease Group, University of Newcastle, Callaghan, New South Wales, Australia
| | - Bradley W Richmond
- Department of Veterans Affairs Medical Center, Nashville, Tennessee, United States
- Division of Allergy, Pulmonary, and Critical Care Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, United States
- Department of Cell and Developmental Biology, Vanderbilt University, Nashville, Tennessee, United States
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9
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Mateus-Silva JR, Oliveira CR, Brandao-Rangel MAR, Silva-Reis A, Olimpio FRDS, Zamarioli LDS, Aimbire F, Vieira RP. A Nutritional Blend Suppresses the Inflammatory Response from Bronchial Epithelial Cells Induced by SARS-CoV-2. J Diet Suppl 2023; 20:156-170. [PMID: 35930300 DOI: 10.1080/19390211.2022.2103607] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
Even after virus elimination, numerous sequelae of coronavirus disease 2019 (COVID-19) persist. Based on accumulating evidence, large amounts of proinflammatory cytokines are released to drive COVID-19 progression, severity, and mortality, and their levels remain elevated after the acute phase of COVID-19, playing a central role in the disease' sequelae. In this manner, bronchial epithelial cells are the first cells hyperactivated by severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), leading to massive cytokine release, triggering the hyperactivation of leukocytes and other cells, and mediating COVID-19 sequelae. Therefore, proinflammatory cytokine production is initiated by the host. This in vitro study tested the hypothesis that ImmuneRecov™, a nutritional blend, inhibits the SARS-CoV-2-induced hyperactivation of human bronchial epithelial cells (BEAS-2B). BEAS-2B (5x104/mL/well) cells were cocultivated with 1 ml of blood from a SARS-CoV-2-infected patient for 4 h, and the nutritional blend (1 µg/mL) was added in the first minute of coculture. After 4 h, the cells were recovered and used for analyses of cytotoxicity with the (3-[4,5-dimethylthiazol-2-yl]-2,5 diphenyl tetrazolium bromide) (MTT) assay and the expression of the IL-1β, IL-6, and IL-10 mRNAs. The supernatant was collected to measure cytokine levels. SARS-CoV-2 incubation resulted in increased levels of IL-1β and IL-6 in BEAS-2B cells (p < 0.001). Treatment with the nutritional blend resulted in reduced levels of the proinflammatory cytokines IL-1β and IL-6 (p < 0.001) and increased levels of the anti-inflammatory cytokine IL-10 (p < 0.001). Additionally, the nutritional blend reduced the expression of the IL-1β and IL-6 mRNAs in SARS-CoV-2-stimulated cells and increased the expression of the IL-10 and IFN-γ mRNAs. In conclusion, the nutritional blend exerts important anti-inflammatory effects on cells in the context of SARS-CoV-2 infection.
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Affiliation(s)
- José Roberto Mateus-Silva
- GAP Biotech, São José dos Campos, SP, Brazil
- School of Medicine, Anhembi Morumbi University, São José dos Campos, SP, Brazil
- Pontifical Catholic University of Rio Grande do Sul, Porto Alegre, RS, Brazil
- Post-graduate Program in Biomedical Engineering, Federal University of Sao Paulo, São José dos Campos, SP, Brazil
| | - Carlos Rocha Oliveira
- GAP Biotech, São José dos Campos, SP, Brazil
- School of Medicine, Anhembi Morumbi University, São José dos Campos, SP, Brazil
- Post-graduate Program in Biomedical Engineering, Federal University of Sao Paulo, São José dos Campos, SP, Brazil
| | | | - Anamei Silva-Reis
- Post-graduate Program in Sciences of Human Movement and Rehabilitation, Federal University of São Paulo, Santos, SP, Brazil
| | | | | | - Flavio Aimbire
- Postgraduate Program in Translational Medicine, Federal University of São Paulo, São Paulo, SP, Brazil
| | - Rodolfo P Vieira
- GAP Biotech, São José dos Campos, SP, Brazil
- Department of Pharmacology, Federal University of São Paulo, São Paulo, SP, Brazil
- Brazilian Institute of Teaching and Research in Pulmonary and Exercise Immunology (IBEPIPE), São José dos Campos, SP, Brazil
- Post-graduation Program in Human Movement and Rehabilitation, Evangelical University of Goiás (Unievangélica), Anápolis, GO, Brazil
- Post-graduation Program in Bioengineering, Universidade Brasil, São Paulo, SP, Brazil
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10
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Uwagboe I, Adcock IM, Lo Bello F, Caramori G, Mumby S. New drugs under development for COPD. Minerva Med 2022; 113:471-496. [PMID: 35142480 DOI: 10.23736/s0026-4806.22.08024-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The characteristic features of chronic obstructive pulmonary disease (COPD) include inflammation and remodelling of the lower airways and lung parenchyma together with activation of inflammatory and immune processes. Due to the increasing habit of cigarette smoking worldwide COPD prevalence is increasing globally. Current therapies are unable to prevent COPD progression in many patients or target many of its hallmark characteristics which may reflect the lack of adequate biomarkers to detect the heterogeneous clinical and molecular nature of COPD. In this chapter we review recent molecular data that may indicate novel pathways that underpin COPD subphenotypes and indicate potential improvements in the classes of drugs currently used to treat COPD. We also highlight the evidence for new drugs or approaches to treat COPD identified using molecular and other approaches including kinase inhibitors, cytokine- and chemokine-directed biologicals and small molecules, antioxidants and redox signalling pathway inhibitors, inhaled anti-infectious agents and senolytics. It is important to consider the phenotypes/molecular endotypes of COPD patients together with specific outcome measures to target new therapies to particular COPD subtypes. This will require greater understanding of COPD molecular pathologies and a focus on biomarkers of predicting disease subsets and responder/non-responder populations.
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Affiliation(s)
- Isabel Uwagboe
- Airways Disease Section, National Heart and Lung Institute, Imperial College, London, UK
| | - Ian M Adcock
- Airways Disease Section, National Heart and Lung Institute, Imperial College, London, UK -
| | - Federica Lo Bello
- Pneumologia, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Gaetano Caramori
- Pneumologia, Dipartimento di Scienze Biomediche, Odontoiatriche e delle Immagini Morfologiche e Funzionali (BIOMORF), Università di Messina, Messina, Italy
| | - Sharon Mumby
- Airways Disease Section, National Heart and Lung Institute, Imperial College, London, UK
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11
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Biological Models of the Lower Human Airways-Challenges and Special Requirements of Human 3D Barrier Models for Biomedical Research. Pharmaceutics 2021; 13:pharmaceutics13122115. [PMID: 34959396 PMCID: PMC8707984 DOI: 10.3390/pharmaceutics13122115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2021] [Revised: 11/29/2021] [Accepted: 12/04/2021] [Indexed: 11/27/2022] Open
Abstract
In our review, we want to summarize the current status of the development of airway models and their application in biomedical research. We start with the very well characterized models composed of cell lines and end with the use of organoids. An important aspect is the function of the mucus as a component of the barrier, especially for infection research. Finally, we will explain the need for a nondestructive characterization of the barrier models using TEER measurements and live cell imaging. Here, organ-on-a-chip technology offers a great opportunity for the culture of complex airway models.
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12
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Role of Lysocardiolipin Acyltransferase in Cigarette Smoke-Induced Lung Epithelial Cell Mitochondrial ROS, Mitochondrial Dynamics, and Apoptosis. Cell Biochem Biophys 2021; 80:203-216. [PMID: 34724158 DOI: 10.1007/s12013-021-01043-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/20/2021] [Indexed: 02/07/2023]
Abstract
Cigarette smoke is the primary cause of Chronic Obstructive Pulmonary Disorder (COPD). Cigarette smoke extract (CSE)-induced oxidative damage of the lungs results in mitochondrial dysfunction and apoptosis of epithelium. Mitochondrial cardiolipin (CL) present in the inner mitochondrial membrane plays an important role in mitochondrial function, wherein its fatty acid composition is regulated by lysocardiolipin acyltransferase (LYCAT). In this study, we investigated the role of LYCAT expression and activity in mitochondrial oxidative stress, mitochondrial dynamics, and lung epithelial cell apoptosis. LYCAT expression was increased in human lung specimens from smokers, and cigarette smoke-exposed-mouse lung tissues. Cigarette smoke extract (CSE) increased LYCAT mRNA levels and protein expression, modulated cardiolipin fatty acid composition, and enhanced mitochondrial fission in the bronchial epithelial cell line, BEAS-2B in vitro. Inhibition of LYCAT activity with a peptide mimetic, attenuated CSE-mediated mitochondrial (mt) reactive oxygen species (ROS), mitochondrial fragmentation, and apoptosis, while MitoTEMPO attenuated CSE-induced MitoROS, mitochondrial fission and apoptosis of BEAS-2B cells. Collectively, these findings suggest that increased LYCAT expression promotes MitoROS, mitochondrial dynamics and apoptosis of lung epithelial cells. Given the key role of LYCAT in mitochondrial cardiolipin remodeling and function, strategies aimed at inhibiting LYCAT activity and ROS may offer an innovative approach to minimize lung inflammation caused by cigarette smoke.
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