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Beri P, Woo YJ, Schierenbeck K, Chen K, Barnes SW, Ross O, Krutil D, Quackenbush D, Fang B, Walker J, Barnes W, Toyama EQ. A high-throughput cigarette smoke-treated bronchosphere model for disease-relevant phenotypic compound screening. PLoS One 2023; 18:e0287809. [PMID: 37384771 PMCID: PMC10310037 DOI: 10.1371/journal.pone.0287809] [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: 12/22/2022] [Accepted: 06/13/2023] [Indexed: 07/01/2023] Open
Abstract
Cigarette smoking (CS) is the leading cause of COPD, and identifying the pathways that are driving pathogenesis in the airway due to CS exposure can aid in the discovery of novel therapies for COPD. An additional barrier to the identification of key pathways that are involved in the CS-induced pathogenesis is the difficulty in building relevant and high throughput models that can recapitulate the phenotypic and transcriptomic changes associated with CS exposure. To identify these drivers, we have developed a cigarette smoke extract (CSE)-treated bronchosphere assay in 384-well plate format that exhibits CSE-induced decreases in size and increase in luminal secretion of MUC5AC. Transcriptomic changes in CSE-treated bronchospheres resemble changes that occur in human smokers both with and without COPD compared to healthy groups, indicating that this model can capture human smoking signature. To identify new targets, we ran a small molecule compound deck screening with diversity in target mechanisms of action and identified hit compounds that attenuated CSE induced changes, either decreasing spheroid size or increasing secreted mucus. This work provides insight into the utility of this bronchopshere model to examine human respiratory disease impacted by CSE exposure and the ability to screen for therapeutics to reverse the pathogenic changes caused by CSE.
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Affiliation(s)
- Pranjali Beri
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Young Jae Woo
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Katie Schierenbeck
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Kaisheng Chen
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - S. Whitney Barnes
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Olivia Ross
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Douglas Krutil
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Doug Quackenbush
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Bin Fang
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - John Walker
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - William Barnes
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
| | - Erin Quan Toyama
- Novartis Institutes for Biomedical Research, San Diego, California, United States of America
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2
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Kaza N, Lin VY, Stanford D, Hussain SS, Falk Libby E, Kim H, Borgonovi M, Conrath K, Mutyam V, Byzek SA, Tang LP, Trombley JE, Rasmussen L, Schoeb T, Leung HM, Tearney GJ, Raju SV, Rowe SM. Evaluation of a novel CFTR potentiator in COPD ferrets with acquired CFTR dysfunction. Eur Respir J 2022; 60:13993003.01581-2021. [PMID: 34916262 PMCID: PMC10079430 DOI: 10.1183/13993003.01581-2021] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 11/21/2021] [Indexed: 11/05/2022]
Abstract
RATIONALE The majority of chronic obstructive pulmonary disease (COPD) patients have chronic bronchitis, for which specific therapies are unavailable. Acquired cystic fibrosis transmembrane conductance regulator (CFTR) dysfunction is observed in chronic bronchitis, but has not been proven in a controlled animal model with airway disease. Furthermore, the potential of CFTR as a therapeutic target has not been tested in vivo, given limitations to rodent models of COPD. Ferrets exhibit cystic fibrosis-related lung pathology when CFTR is absent and COPD with bronchitis following cigarette smoke exposure. OBJECTIVES To evaluate CFTR dysfunction induced by smoking and test its pharmacological reversal by a novel CFTR potentiator, GLPG2196, in a ferret model of COPD with chronic bronchitis. METHODS Ferrets were exposed for 6 months to cigarette smoke to induce COPD and chronic bronchitis and then treated with enteral GLPG2196 once daily for 1 month. Electrophysiological measurements of ion transport and CFTR function, assessment of mucociliary function by one-micron optical coherence tomography imaging and particle-tracking microrheology, microcomputed tomography imaging, histopathological analysis and quantification of CFTR protein and mRNA expression were used to evaluate mechanistic and pathophysiological changes. MEASUREMENTS AND MAIN RESULTS Following cigarette smoke exposure, ferrets exhibited CFTR dysfunction, increased mucus viscosity, delayed mucociliary clearance, airway wall thickening and airway epithelial hypertrophy. In COPD ferrets, GLPG2196 treatment reversed CFTR dysfunction, increased mucus transport by decreasing mucus viscosity, and reduced bronchial wall thickening and airway epithelial hypertrophy. CONCLUSIONS The pharmacologic reversal of acquired CFTR dysfunction is beneficial against pathological features of chronic bronchitis in a COPD ferret model.
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Affiliation(s)
- Niroop Kaza
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.,Equal contributions
| | - Vivian Y Lin
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.,Equal contributions
| | - Denise Stanford
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.,Equal contributions
| | - Shah S Hussain
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Emily Falk Libby
- The Gregory Fleming James Cystic Fibrosis Research Center, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Harrison Kim
- Dept of Radiology, The University of Alabama at Birmingham, Birmingham, AL, USA
| | | | | | - Venkateshwar Mutyam
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Stephen A Byzek
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Li Ping Tang
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - John E Trombley
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Lawrence Rasmussen
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Trenton Schoeb
- Dept of Genetics, The University of Alabama at Birmingham, Birmingham, AL, USA.,Animal Resources Program, The University of Alabama at Birmingham, Birmingham, AL, USA
| | - Hui Min Leung
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Guillermo J Tearney
- Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Dept of Pathology, Massachusetts General Hospital, Boston, MA, USA
| | - S Vamsee Raju
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA.,The Gregory Fleming James Cystic Fibrosis Research Center, The University of Alabama at Birmingham, Birmingham, AL, USA.,Dept of Cell, Developmental, and Integrative Biology, The University of Alabama at Birmingham, Birmingham, AL, USA.,Co-senior authors
| | - Steven M Rowe
- Dept of Medicine, The University of Alabama at Birmingham, Birmingham, AL, USA .,The Gregory Fleming James Cystic Fibrosis Research Center, The University of Alabama at Birmingham, Birmingham, AL, USA.,Dept of Cell, Developmental, and Integrative Biology, The University of Alabama at Birmingham, Birmingham, AL, USA.,Co-senior authors
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3
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Matusiak M, Schürch CM. Expression of SARS-CoV-2 entry receptors in the respiratory tract of healthy individuals, smokers and asthmatics. Respir Res 2020; 21:252. [PMID: 32993656 PMCID: PMC7523260 DOI: 10.1186/s12931-020-01521-x] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2020] [Accepted: 09/23/2020] [Indexed: 12/28/2022] Open
Abstract
SARS-CoV-2 is causing a pandemic with currently > 29 million confirmed cases and > 900,000 deaths worldwide. The locations and mechanisms of virus entry into the human respiratory tract are incompletely characterized. We analyzed publicly available RNA microarray datasets for SARS-CoV-2 entry receptors and cofactors ACE2, TMPRSS2, BSG (CD147) and FURIN. We found that ACE2 and TMPRSS2 are upregulated in the airways of smokers. In asthmatics, ACE2 tended to be downregulated in nasal epithelium, and TMPRSS2 was upregulated in the bronchi. Furthermore, respiratory epithelia were negative for ACE-2 and TMPRSS2 protein expression while positive for BSG and furin, suggesting a possible alternative entry route for SARS-CoV-2.
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Affiliation(s)
- Magdalena Matusiak
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA
| | - Christian M Schürch
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, USA.
- Department of Microbiology & Immunology, Stanford University School of Medicine, Stanford, CA, USA.
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Cell-specific expression of lung disease risk-related genes in the human small airway epithelium. Respir Res 2020; 21:200. [PMID: 32727470 PMCID: PMC7389881 DOI: 10.1186/s12931-020-01442-9] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2020] [Accepted: 07/06/2020] [Indexed: 12/13/2022] Open
Abstract
Background The human small airway epithelium (SAE) plays a central role in the early events in the pathogenesis of most inherited and acquired lung disorders. Little is known about the molecular phenotypes of the specific cell populations comprising the SAE in humans, and the contribution of SAE specific cell populations to the risk for lung diseases. Methods Drop-seq single-cell RNA-sequencing was used to characterize the transcriptome of single cells from human SAE of nonsmokers and smokers by bronchoscopic brushing. Results Eleven distinct cell populations were identified, including major and rare epithelial cells, and immune/inflammatory cells. There was cell type-specific expression of genes relevant to the risk of the inherited pulmonary disorders, genes associated with risk of chronic obstructive pulmonary disease and idiopathic pulmonary fibrosis and (non-mutated) driver genes for lung cancers. Cigarette smoking significantly altered the cell type-specific transcriptomes and disease risk-related genes. Conclusions This data provides new insights into the possible contribution of specific lung cells to the pathogenesis of lung disorders.
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Cai G, Bossé Y, Xiao F, Kheradmand F, Amos CI. Tobacco Smoking Increases the Lung Gene Expression of ACE2, the Receptor of SARS-CoV-2. Am J Respir Crit Care Med 2020; 201:1557-1559. [PMID: 32329629 PMCID: PMC7301735 DOI: 10.1164/rccm.202003-0693le] [Citation(s) in RCA: 222] [Impact Index Per Article: 44.4] [Reference Citation Analysis] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Affiliation(s)
- Guoshuai Cai
- University of South CarolinaColumbia, South Carolina
| | | | - Feifei Xiao
- University of South CarolinaColumbia, South Carolina
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Zuo WL, Shenoy SA, Li S, O'Beirne SL, Strulovici-Barel Y, Leopold PL, Wang G, Staudt MR, Walters MS, Mason C, Kaner RJ, Mezey JG, Crystal RG. Ontogeny and Biology of Human Small Airway Epithelial Club Cells. Am J Respir Crit Care Med 2019; 198:1375-1388. [PMID: 29874100 DOI: 10.1164/rccm.201710-2107oc] [Citation(s) in RCA: 71] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
RATIONALE Little is known about human club cells, dome-shaped cells with dense cytoplasmic granules and microvilli that represent the major secretory cells of the human small airways (at least sixth-generation bronchi). OBJECTIVES To define the ontogeny and biology of the human small airway epithelium club cell. METHODS The small airway epithelium was sampled from the normal human lung by bronchoscopy and brushing. Single-cell transcriptome analysis and air-liquid interface culture were used to assess club cell ontogeny and biology. MEASUREMENTS AND MAIN RESULTS We identified the club cell population by unbiased clustering using single-cell transcriptome sequencing. Principal component gradient analysis uncovered an ontologic link between KRT5 (keratin 5)+ basal cells and SCGB1A1 (secretoglobin family 1A member 1)+ club cells, a hypothesis verified by demonstrating in vitro that a pure population of human KRT5+ SCGB1A1- small airway epithelial basal cells differentiate into SCGB1A1+KRT5- club cells on air-liquid interface culture. Using SCGB1A1 as the marker of club cells, the single-cell analysis identified novel roles for these cells in host defense, xenobiotic metabolism, antiprotease, physical barrier function, monogenic lung disorders, and receptors for human viruses. CONCLUSIONS These observations provide novel insights into the molecular phenotype and biologic functions of the human club cell population and identify basal cells as the human progenitor cells for club cells.
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Affiliation(s)
| | | | - Sheng Li
- 2 Institute for Computational Biomedicine
| | | | | | | | | | | | | | - Christopher Mason
- 2 Institute for Computational Biomedicine.,4 Department of Physiology and Biophysics, Weill Cornell Medical College, New York, New York; and
| | - Robert J Kaner
- 1 Department of Genetic Medicine.,3 Department of Medicine, and
| | - Jason G Mezey
- 1 Department of Genetic Medicine.,5 Department of Biological Statistics and Computational Biology, Cornell University, Ithaca, New York
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Huang J, Jiang W, Tong X, Zhang L, Zhang Y, Fan H. Identification of gene and microRNA changes in response to smoking in human airway epithelium by bioinformatics analyses. Medicine (Baltimore) 2019; 98:e17267. [PMID: 31568004 PMCID: PMC6756728 DOI: 10.1097/md.0000000000017267] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Smoking is a substantial risk factor for many respiratory diseases. This study aimed to identify the gene and microRNA changes related to smoking in human airway epithelium by bioinformatics analysis.From the Gene Expression Omnibus (GEO) database, the mRNA datasets GSE11906, GSE22047, GSE63127, and microRNA dataset GSE14634 were downloaded, and were analyzed using GEO2R. Functional enrichment analysis of the differentially expressed genes (DEGs) was enforced using DAVID. The protein-protein interaction (PPI) network and differentially expressed miRNAs (DEMs)- DEGs network were executed by Cytoscape.In total, 107 DEGs and 10 DEMs were determined. Gene Ontology (GO) analysis revealed that DEGs principally enriched in oxidation-reduction process, extracellular space and oxidoreductase activity. Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway demonstrated that DEGs were principally enriched in metabolism of xenobiotics by cytochrome P450 and chemical carcinogenesis. The PPI network revealed 15 hub genes, including NQO1, CYP1B1, AKR1C1, CYP1A1, AKR1C3, CEACAM5, MUCL1, B3GNT6, MUC5AC, MUC12, PTGER4, CALCA, CBR1, TXNRD1, and CBR3. Cluster analysis showed that these hub genes were associated with adenocarcinoma in situ, squamous cell carcinoma, cell differentiation, inflammatory response, oxidative DNA damage, oxidative stress response and tumor necrosis factor. Hsa-miR-627-5p might have the most target genes, including ITLN1, TIMP3, PPP4R4, SLC1A2, NOVA1, RNFT2, CLDN10, TMCC3, EPHA7, SRPX2, PPP1R16B, GRM1, HS3ST3A1, SFRP2, SLC7A11, and KLHDC8A.We identified several molecular changes induced by smoking in human airway epithelium. This study may provide some candidate genes and microRNAs for assessing the risk of lung diseases caused by smoking.
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Affiliation(s)
- Jizhen Huang
- Department of Respiratory and Critical Care Medicine, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, Sichuan
| | - Wanli Jiang
- Renmin Hospital of Wuhan University, No. 238 Jiefang Road, Wuhan, Hubei, China
| | - Xiang Tong
- Department of Respiratory and Critical Care Medicine, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, Sichuan
| | - Li Zhang
- Department of Respiratory and Critical Care Medicine, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, Sichuan
| | - Yuan Zhang
- Renmin Hospital of Wuhan University, No. 238 Jiefang Road, Wuhan, Hubei, China
| | - Hong Fan
- Department of Respiratory and Critical Care Medicine, West China Hospital/West China School of Medicine, Sichuan University, Guoxuexiang 37, Chengdu, Sichuan
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Raju SV, Lin VY, Liu L, McNicholas CM, Karki S, Sloane PA, Tang L, Jackson PL, Wang W, Wilson L, Macon KJ, Mazur M, Kappes JC, DeLucas LJ, Barnes S, Kirk K, Tearney GJ, Rowe SM. The Cystic Fibrosis Transmembrane Conductance Regulator Potentiator Ivacaftor Augments Mucociliary Clearance Abrogating Cystic Fibrosis Transmembrane Conductance Regulator Inhibition by Cigarette Smoke. Am J Respir Cell Mol Biol 2017; 56:99-108. [PMID: 27585394 DOI: 10.1165/rcmb.2016-0226oc] [Citation(s) in RCA: 79] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Acquired cystic fibrosis transmembrane conductance regulator (CFTR) dysfunction may contribute to chronic obstructive pulmonary disease pathogenesis and is a potential therapeutic target. We sought to determine the acute effects of cigarette smoke on ion transport and the mucociliary transport apparatus, their mechanistic basis, and whether deleterious effects could be reversed with the CFTR potentiator ivacaftor (VX-770). Primary human bronchial epithelial (HBE) cells and human bronchi were exposed to cigarette smoke extract (CSE) and/or ivacaftor. CFTR function and expression were measured in Ussing chambers and by surface biotinylation. CSE-derived acrolein modifications on CFTR were determined by mass spectroscopic analysis of purified protein, and the functional microanatomy of the airway epithelia was measured by 1-μm resolution optical coherence tomography. CSE reduced CFTR-dependent current in HBE cells (P < 0.05) and human bronchi (P < 0.05) within minutes of exposure. The mechanism involved CSE-induced reduction of CFTR gating, decreasing CFTR open-channel probability by approximately 75% immediately after exposure (P < 0.05), whereas surface CFTR expression was partially reduced with chronic exposure, but was stable acutely. CSE treatment of purified CFTR resulted in acrolein modifications on lysine and cysteine residues that likely disrupt CFTR gating. In primary HBE cells, CSE reduced airway surface liquid depth (P < 0.05) and ciliary beat frequency (P < 0.05) within 60 minutes that was restored by coadministration with ivacaftor (P < 0.005). Cigarette smoking transmits acute reductions in CFTR activity, adversely affecting the airway surface. These effects are reversible by a CFTR potentiator in vitro, representing a potential therapeutic strategy in patients with chronic obstructive pulmonary disease with chronic bronchitis.
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Affiliation(s)
- S Vamsee Raju
- Departments of 1 Medicine.,2 the Cystic Fibrosis Research Center
| | | | - Limbo Liu
- 3 Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Carmel M McNicholas
- 2 the Cystic Fibrosis Research Center.,4 Cell Developmental and Integrative Biology
| | | | | | - Liping Tang
- Departments of 1 Medicine.,2 the Cystic Fibrosis Research Center
| | | | - Wei Wang
- 2 the Cystic Fibrosis Research Center.,4 Cell Developmental and Integrative Biology
| | | | | | | | - John C Kappes
- Departments of 1 Medicine.,2 the Cystic Fibrosis Research Center
| | | | - Stephen Barnes
- 5 Targeted Metabolomics and Proteomics Laboratory.,7 Pharmacology, and
| | - Kevin Kirk
- 2 the Cystic Fibrosis Research Center.,4 Cell Developmental and Integrative Biology
| | - Guillermo J Tearney
- 3 Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, Massachusetts
| | - Steven M Rowe
- Departments of 1 Medicine.,2 the Cystic Fibrosis Research Center.,4 Cell Developmental and Integrative Biology.,8 Pediatrics, University of Alabama at Birmingham, Birmingham, Alabama; and
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