1
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Leduc A, Xu Y, Shipkovenska G, Dou Z, Slavov N. Limiting the impact of protein leakage in single-cell proteomics. Nat Commun 2025; 16:4169. [PMID: 40324992 PMCID: PMC12053607 DOI: 10.1038/s41467-025-56736-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2024] [Accepted: 01/28/2025] [Indexed: 05/07/2025] Open
Abstract
Limiting artifacts during sample preparation can significantly increase data quality in single-cell proteomics experiments. Towards this goal, we characterize the impact of protein leakage by analyzing thousands of primary single cells from mouse trachea. The cells were prepared either fresh immediately after dissociation or first cryopreserved and prepared at a later date. We directly identify permeabilized cells by imaging a cell permeable dye and use the data to define a signature for protein leakage. This signature is similar across diverse cell types and reflects increased leakage propensities for cytosolic and nuclear proteins compared to membrane and mitochondrial proteins. A classifier based on the signature allowed for the accurate identification of permeabilized cells across cell types and species. The classifier is integrated into QuantQC ( scp.slavovlab.net/QuantQC ) to support its application to diverse samples and workflows.
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Affiliation(s)
- Andrew Leduc
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA, USA.
| | - Yanxin Xu
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Gergana Shipkovenska
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Zhixun Dou
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Nikolai Slavov
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA, USA.
- Parallel Squared Technology Institute, Watertown, MA, USA.
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2
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Martin J, Neubauer V, Rittersberger R, Treitler S, Kopp P, Günday C, Shrimo I, Dabbars A, Rosenau F, Türeli AE, Günday-Türeli N, Haedicke-Peters O, Schindowski K. Development and Characterization of a Primary Ciliated Porcine Airway Model for the Evaluation of In Vitro Mucociliary Clearance and Mucosal Drug Delivery. Pharmaceutics 2025; 17:462. [PMID: 40284456 PMCID: PMC12030231 DOI: 10.3390/pharmaceutics17040462] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2025] [Revised: 03/24/2025] [Accepted: 03/30/2025] [Indexed: 04/29/2025] Open
Abstract
Background/Objectives: In vitro models play a crucial role in preclinical respiratory research, enabling the testing and screening of mucosal formulations, dosage forms, and inhaled drugs. Mucociliary clearance (MCC) is an essential defense mechanism in mucosal drug delivery but is often impaired in respiratory diseases. Despite its importance, standardized in vitro MCC assays are rarely reported. Furthermore, many published methods primarily measure cilia beat frequency (CBF), which requires high-speed cameras that are not accessible to all laboratories. Therefore, this study aimed to develop a physiologically relevant, differentiated in vitro model of the respiratory epithelium that incorporates both beating cilia and functional MCC. We chose porcine airway mucosa as an alternative to human tissue due to ethical considerations and limited availability. The established model is designed to provide a reproducible and accessible method for a broad range of research laboratories. Methods: The previously published tracheal mucosal primary cell (TMPC DS) model, derived from porcine tissue, lacked the presence of beating cilia, which are crucial for effective MCC analysis. For accurate MCC assessment, beating cilia are essential as they play a key role in mucus clearance. To address this limitation, the here-described ciliated tracheal mucosal primary cell (cTMPC) model was developed. cTMPCs were isolated from porcine tissue and cultured under air-liquid interface (ALI) conditions for 21 days to promote differentiation. This model was evaluated for cell morphology, tight junction formation, ciliated and mucus-producing cells, barrier function, gene expression, and tracer/IgG transport. MCC and the model's suitability for standardized MCC assays were assessed using an inverted microscope. In contrast to the TMPC DS model, which lacked beating cilia and thus could not support MCC analysis, the cTMPC model allows for comprehensive MCC studies. Results: The developed differentiated in vitro model demonstrated key structural and functional features of the respiratory epithelium, including well-differentiated cell morphology, tight junction integrity, ciliated and mucus-producing cells, and effective barrier function. Functional MCC was observed, confirming the model's potential for standardized clearance assays. Conclusions: This differentiated in vitro model closely replicates the structural and functional characteristics of in vivo airways. It provides a valuable platform for studying mucociliary clearance, toxicology, drug uptake, and evaluating mucosal formulations and dosage forms in respiratory research.
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Affiliation(s)
- Janik Martin
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
- Faculty of Natural Science, University of Ulm, Albert-Einstein-Allee 11, 89081 Ulm, Germany
| | - Veronika Neubauer
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Rebecca Rittersberger
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
- Faculty of Natural Science, University of Ulm, Albert-Einstein-Allee 11, 89081 Ulm, Germany
| | - Simon Treitler
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Patrick Kopp
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Cemre Günday
- MyBiotech GmbH, Industriestraße 1 B, 66802 Überherrn, Germany; (C.G.); (A.E.T.); (N.G.-T.)
| | - Iman Shrimo
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Annabelle Dabbars
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Frank Rosenau
- Institute of Pharmaceutical Biotechnology, Ulm University, Albert-Einstein-Allee 11, 89081 Ulm, Germany;
| | - Akif Emre Türeli
- MyBiotech GmbH, Industriestraße 1 B, 66802 Überherrn, Germany; (C.G.); (A.E.T.); (N.G.-T.)
| | - Nazende Günday-Türeli
- MyBiotech GmbH, Industriestraße 1 B, 66802 Überherrn, Germany; (C.G.); (A.E.T.); (N.G.-T.)
| | - Oliver Haedicke-Peters
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
| | - Katharina Schindowski
- Institute of Applied Biotechnology, University of Applied Science Biberach, Hubertus-Liebrecht-Strasse 35, 88400 Biberach, Germany; (J.M.); (R.R.); (I.S.); (O.H.-P.)
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3
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Ling F, Sahin AT, Naranjo BM, Aime S, Roth D, Tepho N, Vendrame AS, Emken E, Kiechle M, Tesfaigzi Y, Lieleg O, Nawroth J. High-throughput Mucus Microrheology for Phenotyping and Disease Modeling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.09.632077. [PMID: 39868248 PMCID: PMC11761623 DOI: 10.1101/2025.01.09.632077] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
Mucus plays an integral role for the barrier function of many epithelial tissues. In the human airways, mucus is constantly secreted to capture inhaled microbes and pollutants and cleared away through concerted ciliary motion. Many important respiratory diseases exhibit altered mucus flowability and impaired clearance, contributing to respiratory distress and increased risk of infections. Understanding how mucus rheology changes during disease progression and in response to treatments is thus of great interest for subtyping patients and tailoring treatments, probing disease mechanisms, and tailoring therapies; however, basic research of mucus rheology is greatly hampered by the lack of scalable and user-friendly rheometry assays for the small volumes of mucus typically produced by in vitro respiratory models and in clinical ex vivo settings. To address this challenge, we developed a streamlined, high-throughput protocol leveraging Differential Dynamic Microscopy (DDM) to reliably measure the frequency-dependent microrheology of minuscule (3-10 μL) mucus samples using standard epifluorescence microscopy. Our method does not require time-consuming user-interventions common in particle tracking routines and measures microrheology at the time scale of mucus relaxation (1-20s), hence greatly reducing assay time. We demonstrate the successful application of our method in mucus samples harvested from state-of-the-art air-liquid-interface (ALI) human respiratory cultures to assess mucus rheology in airway disease models and different culture conditions. To show that our approach equally applies to other types and sources of human mucus, we also validated our method with clinical samples of cervical mucus. We envision that our method can be seamlessly adopted by non-expert users, without the need for specialized equipment or extensive training, to study diseases and their treatments in the respiratory, intestinal, reproductive and other mucosal organ systems. This advancement opens up new avenues for large-scale studies, providing new insights into the role of mucus rheology which was previously limited by data accessibility and resource constraints.
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Affiliation(s)
- Feng Ling
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Munich, 85764 Neuherberg, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Ayse Tugce Sahin
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Munich, 85764 Neuherberg, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Bernardo Miller Naranjo
- TUM School of Engineering and Design, Department of Materials Engineering, Technical University of Munich (TUM), 85748 Garching, Germany
- Center for Protein Assemblies (CPA) and Munich Institute of Biomedical Engineering (MIBE), Technical University of Munich (TUM), 85748 Garching, Germany
| | - Stefano Aime
- Molecular, Macromolecular Chemistry, and Materials, Ecole Supérieure de Physique et de Chimie Industrielles (ESPCI) Paris, 75005 Paris, France
| | - Doris Roth
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Munich, 85764 Neuherberg, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Niels Tepho
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Munich, 85764 Neuherberg, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich (TUM), Munich, Germany
| | - Andrea S. Vendrame
- Pulmonary Critical Care Medicine Division, Brigham and Women’s Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts, USA
| | - Ellen Emken
- Heinz-Nixdorf-Chair of Biomedical Electronics, School of Computation, Information and Technology, Technical University of Munich (TUM), Germany
| | - Marion Kiechle
- Department of Gynecology, Comprehensive Cancer Center Munich, TUM University Hospital Technical University Munich, Germany
| | - Yohannes Tesfaigzi
- Pulmonary Critical Care Medicine Division, Brigham and Women’s Hospital and Harvard Medical School, Harvard University, Boston, Massachusetts, USA
| | - Oliver Lieleg
- TUM School of Engineering and Design, Department of Materials Engineering, Technical University of Munich (TUM), 85748 Garching, Germany
- Center for Protein Assemblies (CPA) and Munich Institute of Biomedical Engineering (MIBE), Technical University of Munich (TUM), 85748 Garching, Germany
| | - Janna Nawroth
- Helmholtz Pioneer Campus and Institute of Biological and Medical Imaging, Helmholtz Munich, 85764 Neuherberg, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich (TUM), Munich, Germany
- Comprehensive Pneumology Center (CPC-M), German Center for Lung Research (DZL), 85748 Munich, Germany
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4
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Kim MI, Lee C. Identification of virus-rich intermediate cells as crucial players in SARS-CoV-2 infection and differentiation dynamics of human airway epithelium. Front Microbiol 2024; 15:1507852. [PMID: 39735182 PMCID: PMC11681626 DOI: 10.3389/fmicb.2024.1507852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2024] [Accepted: 11/19/2024] [Indexed: 12/31/2024] Open
Abstract
Understanding the early interactions between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and human airway epithelial cells is essential for unraveling viral replication and spread mechanisms. In this study, we investigated the early dynamics of airway epithelial cells during SARS-CoV-2 infection using well-differentiated human nasal and tracheal epithelial cell cultures by incorporating three publicly available single-cell RNA sequencing datasets. We identified a previously uncharacterized cell population, termed virus-rich intermediate (VRI) cells, representing an intermediate differentiation stage between basal and ciliated cells. These VRI cells exhibited high viral loads at all infection time points, strong interferon and inflammatory responses, increased mRNA expression of microvilli-related genes (PAK1, PAK4, VIL1), and suppression of apoptosis markers (BAX, CASP3) alongside increased anti-apoptotic gene expression (BCL2). Cell-cell interaction analysis revealed that VRI cells send signals to basal cells via receptor-ligand pathways such as EPHA and VEGF, likely promoting basal cell differentiation and proliferation through MAPK signaling. These findings suggest that SARS-CoV-2 utilizes VRI cells as a primary site for replication and spread, leveraging these cells' unique differentiation state to evade host cell death and facilitate viral propagation. This study provides insights into the early cellular responses to SARS-CoV-2 infection and highlights potential therapeutic targets to limit viral spread.
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Affiliation(s)
| | - Choongho Lee
- College of Pharmacy, Dongguk University, Seoul, Republic of Korea
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5
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Humbert MV, McCormick CJ, Spalluto CM. SARS-CoV-2 Infection of Human Primary Nasal Multiciliated Epithelial Cells Grown on Air-Liquid Interface Cultures. Methods Mol Biol 2024; 2725:27-53. [PMID: 37856016 DOI: 10.1007/978-1-0716-3507-0_2] [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: 10/20/2023]
Abstract
Respiratory epithelial cells fail to exhibit natural phenotypic and morphological characteristics when grown in standard cell culture conditions. To better understanding respiratory pathogen host-cell interactions in the airways, one approach is to instead grow and differentiate these cells at an air-liquid interface (ALI). This chapter provides the working protocols used in our lab for producing ALI cultures, infecting them with SARS-CoV-2 and monitoring viral replication.
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Affiliation(s)
- Maria Victoria Humbert
- Medical Research Council Toxicology Unit, School of Biological Sciences, University of Cambridge, Cambridge, UK
| | - Christopher J McCormick
- Faculty of Medicine, School of Clinical and Experimental Sciences, University of Southampton, Southampton, UK
- Southampton NIHR Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Cosma Mirella Spalluto
- Faculty of Medicine, School of Clinical and Experimental Sciences, University of Southampton, Southampton, UK.
- Southampton NIHR Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK.
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6
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Petit LMG, Belgacemi R, Ancel J, Saber Cherif L, Polette M, Perotin JM, Spassky N, Pilette C, Al Alam D, Deslée G, Dormoy V. Airway ciliated cells in adult lung homeostasis and COPD. Eur Respir Rev 2023; 32:230106. [PMID: 38056888 PMCID: PMC10698550 DOI: 10.1183/16000617.0106-2023] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 10/07/2023] [Indexed: 12/08/2023] Open
Abstract
Cilia are organelles emanating from the cell surface, consisting of an axoneme of microtubules that extends from a basal body derived from the centrioles. They are either isolated and nonmotile (primary cilia), or grouped and motile (motile cilia). Cilia are at the centre of fundamental sensory processes and are involved in a wide range of human disorders. Pulmonary cilia include motile cilia lining the epithelial cells of the conductive airways to orchestrate mucociliary clearance, and primary cilia found on nondifferentiated epithelial and mesenchymal cells acting as sensors and cell cycle keepers. Whereas cilia are essential along the airways, their regulatory molecular mechanisms remain poorly understood, resulting in a lack of therapeutic strategies targeting their structure or functions. This review summarises the current knowledge on cilia in the context of lung homeostasis and COPD to provide a comprehensive overview of the (patho)biology of cilia in respiratory medicine with a particular emphasis on COPD.
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Affiliation(s)
- Laure M G Petit
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
| | - Randa Belgacemi
- Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Julien Ancel
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
- CHU Reims, Hôpital Maison Blanche, Service de Pneumologie, Reims, France
| | - Lynda Saber Cherif
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
| | - Myriam Polette
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
- CHU Reims, Hôpital Maison Blanche, Laboratoire de Biopathologie, Reims, France
| | - Jeanne-Marie Perotin
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
- CHU Reims, Hôpital Maison Blanche, Service de Pneumologie, Reims, France
| | - Nathalie Spassky
- Institut de Biologie de l'Ecole Normale Supérieure (IBENS), Ecole Normale Supérieure, CNRS, INSERM, PSL Université Paris, Paris, France
| | - Charles Pilette
- Université Catholique de Louvain (UCL), Institute of Experimental and Clinical Research - Pole of Pneumology, ENT, Dermatology and Pulmonology Department, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Denise Al Alam
- Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, Torrance, CA, USA
| | - Gaëtan Deslée
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
- CHU Reims, Hôpital Maison Blanche, Service de Pneumologie, Reims, France
| | - Valérian Dormoy
- Université de Reims Champagne-Ardenne, INSERM, P3Cell UMR-S1250, SFR CAP-SANTE, Reims, France
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7
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Navaeiseddighi Z, Tripathi JK, Guo K, Wang Z, Schmit T, Brooks DR, Allen RA, Hur J, Mathur R, Jurivich D, Khan N. IL-17RA promotes pathologic epithelial inflammation in a mouse model of upper respiratory influenza infection. PLoS Pathog 2023; 19:e1011847. [PMID: 38060620 PMCID: PMC10729944 DOI: 10.1371/journal.ppat.1011847] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2023] [Revised: 12/19/2023] [Accepted: 11/20/2023] [Indexed: 12/20/2023] Open
Abstract
The upper respiratory tract (nasopharynx or NP) is the first site of influenza replication, allowing the virus to disseminate to the lower respiratory tract or promoting community transmission. The host response in the NP regulates an intricate balance between viral control and tissue pathology. The hyper-inflammatory responses promote epithelial injury, allowing for increased viral dissemination and susceptibility to secondary bacterial infections. However, the pathologic contributors to influenza upper respiratory tissue pathology are incompletely understood. In this study, we investigated the role of interleukin IL-17 recetor A (IL-17RA) as a modulator of influenza host response and inflammation in the upper respiratory tract. We used a combined experimental approach involving IL-17RA-/- mice and an air-liquid interface (ALI) epithelial culture model to investigate the role of IL-17 response in epithelial inflammation, barrier function, and tissue pathology. Our data show that IL-17RA-/- mice exhibited significantly reduced neutrophilia, epithelial injury, and viral load. The reduced NP inflammation and epithelial injury in IL-17RA-/- mice correlated with increased resistance against co-infection by Streptococcus pneumoniae (Spn). IL-17A treatment, while potentiating the apoptosis of IAV-infected epithelial cells, caused bystander cell death and disrupted the barrier function in ALI epithelial model, supporting the in vivo findings.
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Affiliation(s)
- Zahrasadat Navaeiseddighi
- Dept of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Jitendra Kumar Tripathi
- Department of Biomedical Sciences, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
- Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
| | - Kai Guo
- Department of Neurology, University of Michigan, Ann Arbor, Michigan, United States of America
| | - Zhihan Wang
- Department of Biomedical Sciences, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
- West China School of Basic Medical Sciences & Forensic Medicine, Sichuan University, Chengdu, Sichuan, China
| | - Taylor Schmit
- Department of Biomedical Sciences, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
| | - Delano R. Brooks
- Dept of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Reese A. Allen
- Dept of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
| | - Junguk Hur
- Department of Biomedical Sciences, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
| | - Ramkumar Mathur
- Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
| | - Donald Jurivich
- Department of Geriatrics, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
| | - Nadeem Khan
- Dept of Oral Biology, College of Dentistry, University of Florida, Gainesville, Florida, United States of America
- Department of Biomedical Sciences, School of Medicine and Health Sciences, University of North Dakota, Grand Forks, North Dakota, United States of America
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8
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Van den Bossche S, Ostyn L, Vandendriessche V, Rigauts C, De Keersmaecker H, Nickerson CA, Crabbé A. The development and characterization of in vivo-like three-dimensional models of bronchial epithelial cell lines. Eur J Pharm Sci 2023; 190:106567. [PMID: 37633341 DOI: 10.1016/j.ejps.2023.106567] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 08/16/2023] [Accepted: 08/18/2023] [Indexed: 08/28/2023]
Abstract
In vitro models of differentiated respiratory epithelium that allow high-throughput screening are an important tool to explore new therapeutics for chronic respiratory diseases. In the present study, we developed in vivo-like three-dimensional (3-D) models of bronchial epithelial cell lines that are commonly used to study chronic lung disease (16HBE14o-, CFBE41o- and CFBE41o- 6.2 WT-CFTR). To this end, cells were cultured on porous microcarrier beads in the rotating wall vessel (RWV) bioreactor, an optimized suspension culture method that allows higher throughput experimentation than other physiologically relevant models. Cell differentiation was compared to conventional two-dimensional (2-D) monolayer cultures and to the current gold standard in the respiratory field, i.e. air-liquid interface (ALI) cultures. Cellular differentiation was assessed in the three model systems by evaluating the expression and localization of markers that reflect the formation of tight junctions (zonula occludens 1), cell polarity (intercellular adhesion molecule 1 at the apical side and collagen IV expression at the basal cell side), multicellular complexity (acetylated α-tubulin for ciliated cells, CC10 for club cells, keratin-5 for basal cells) and mucus production (MUC5AC) through immunostaining and confocal laser scanning microscopy. Results were validated using Western Blot analysis. We found that tight junctions were expressed in 2-D monolayers, ALI cultures and 3-D models for all three cell lines. All tested bronchial epithelial cell lines showed polarization in ALI and 3-D cultures, but not in 2-D monolayers. Mucus secreting goblet-like cells were present in ALI and 3-D cultures of CFBE41o- and CFBE41o- 6.2 WT-CFTR cells, but not in 16HBE14o- cells. For all cell lines, there were no ciliated cells, basal cells, or club cells found in any of the model systems. In conclusion, we developed RWV-derived 3-D models of commonly used bronchial epithelial cell lines and showed that these models are a valuable alternative to ALI cultures, as they recapitulate similar key aspects of the in vivo parental tissue.
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Affiliation(s)
- Sara Van den Bossche
- Laboratory of Pharmaceutical Microbiology, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Lisa Ostyn
- Laboratory of Pharmaceutical Microbiology, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Valerie Vandendriessche
- Laboratory of Pharmaceutical Microbiology, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Charlotte Rigauts
- Laboratory of Pharmaceutical Microbiology, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Herlinde De Keersmaecker
- Centre of Advanced Light Microscopy, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium; Laboratory of General Biochemistry and Physical Pharmacy, Faculty of Pharmacy, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium
| | - Cheryl A Nickerson
- School of Life Sciences, Biodesign Center for Fundamental and Applied Microbiomics, Biodesign Institute, Arizona State University, 727 E. Tyler Street, Tempe, Arizona 85281, USA
| | - Aurélie Crabbé
- Laboratory of Pharmaceutical Microbiology, Ghent University, Ottergemsesteenweg 460, Ghent 9000, Belgium.
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9
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Soliai MM, Kato A, Naughton KA, Norton JE, Klinger AI, Kern RC, Tan BK, Nicolae DL, Schleimer RP, Ober C, Pinto JM. Epigenetic responses to rhinovirus exposure in airway epithelial cells are correlated with key transcriptional pathways in chronic rhinosinusitis. Allergy 2023; 78:2698-2711. [PMID: 37571876 PMCID: PMC10614423 DOI: 10.1111/all.15837] [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: 09/02/2022] [Revised: 06/01/2023] [Accepted: 06/20/2023] [Indexed: 08/13/2023]
Abstract
BACKGROUND Viruses may drive immune mechanisms responsible for chronic rhinosinusitis with nasal polyposis (CRSwNP), but little is known about the underlying molecular mechanisms. OBJECTIVES To identify epigenetic and transcriptional responses to a common upper respiratory pathogen, rhinovirus (RV), that are specific to patients with CRSwNP using a primary sinonasal epithelial cell culture model. METHODS Airway epithelial cells were collected at surgery from patients with CRSwNP (cases) and from controls without sinus disease, cultured, and then exposed to RV or vehicle for 48 h. Differential gene expression and DNA methylation (DNAm) between cases and controls in response to RV were determined using linear mixed models. Weighted gene co-expression analysis (WGCNA) was used to identify (a) co-regulated gene expression and DNAm signatures, and (b) genes, pathways, and regulatory mechanisms specific to CRSwNP. RESULTS We identified 5585 differential transcriptional and 261 DNAm responses (FDR <0.10) to RV between CRSwNP cases and controls. These differential responses formed three co-expression/co-methylation modules that were related to CRSwNP and three that were related to RV (Bonferroni corrected p < .01). Most (95%) of the differentially methylated CpGs (DMCs) were in modules related to CRSwNP, whereas the differentially expressed genes (DEGs) were more equally distributed between the CRSwNP- and RV-related modules. Genes in the CRSwNP-related modules were enriched in known CRS and/or viral response immune pathways. CONCLUSION RV activates specific epigenetic programs and correlated transcriptional networks in the sinonasal epithelium of individuals with CRSwNP. These novel observations suggest epigenetic signatures specific to patients with CRSwNP modulate response to viral pathogens at the mucosal environmental interface. Determining how viral response pathways are involved in epithelial inflammation in CRSwNP could lead to therapeutic targets for this burdensome airway disorder.
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Affiliation(s)
- Marcus M. Soliai
- Committee on Genetics, Genomics and Systems Biology, the University of Chicago, Chicago, IL, United States of America
- Department of Human Genetics, the University of Chicago, Chicago, IL, United States of America
| | - Atsushi Kato
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Katherine A. Naughton
- Department of Human Genetics, the University of Chicago, Chicago, IL, United States of America
| | - James E. Norton
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Aiko I. Klinger
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Robert C. Kern
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Bruce K. Tan
- Department of Otolaryngology-Head and Neck Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Dan L. Nicolae
- Department of Statistics, the University of Chicago, Chicago, IL, United States of America
| | - Robert P. Schleimer
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States of America
| | - Carole Ober
- Committee on Genetics, Genomics and Systems Biology, the University of Chicago, Chicago, IL, United States of America
- Department of Human Genetics, the University of Chicago, Chicago, IL, United States of America
| | - Jayant M. Pinto
- Department of Surgery, Section of Otolaryngology-Head and Neck Surgery, the University of Chicago, Chicago, IL, United States of America
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10
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Cumplido-Laso G, Benitez DA, Mulero-Navarro S, Carvajal-Gonzalez JM. Transcriptional Regulation of Airway Epithelial Cell Differentiation: Insights into the Notch Pathway and Beyond. Int J Mol Sci 2023; 24:14789. [PMID: 37834236 PMCID: PMC10573127 DOI: 10.3390/ijms241914789] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 09/15/2023] [Accepted: 09/25/2023] [Indexed: 10/15/2023] Open
Abstract
The airway epithelium is a critical component of the respiratory system, serving as a barrier against inhaled pathogens and toxins. It is composed of various cell types, each with specific functions essential to proper airway function. Chronic respiratory diseases can disrupt the cellular composition of the airway epithelium, leading to a decrease in multiciliated cells (MCCs) and an increase in secretory cells (SCs). Basal cells (BCs) have been identified as the primary stem cells in the airway epithelium, capable of self-renewal and differentiation into MCCs and SCs. This review emphasizes the role of transcription factors in the differentiation process from BCs to MCCs and SCs. Recent advancements in single-cell RNA sequencing (scRNAseq) techniques have provided insights into the cellular composition of the airway epithelium, revealing specialized and rare cell types, including neuroendocrine cells, tuft cells, and ionocytes. Understanding the cellular composition and differentiation processes within the airway epithelium is crucial for developing targeted therapies for respiratory diseases. Additionally, the maintenance of BC populations and the involvement of Notch signaling in BC self-renewal and differentiation are discussed. Further research in these areas could provide valuable insights into the mechanisms underlying airway epithelial homeostasis and disease pathogenesis.
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Affiliation(s)
- Guadalupe Cumplido-Laso
- Departamento de Bioquímica, Biología Molecular y Genética, Facultad de Ciencias, Universidad de Extremadura, 06071 Badajoz, Spain; (D.A.B.); (S.M.-N.)
| | | | | | - Jose Maria Carvajal-Gonzalez
- Departamento de Bioquímica, Biología Molecular y Genética, Facultad de Ciencias, Universidad de Extremadura, 06071 Badajoz, Spain; (D.A.B.); (S.M.-N.)
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11
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Centeio R, Cabrita I, Schreiber R, Kunzelmann K. TMEM16A/F support exocytosis but do not inhibit Notch-mediated goblet cell metaplasia of BCi-NS1.1 human airway epithelium. Front Physiol 2023; 14:1157704. [PMID: 37234411 PMCID: PMC10206426 DOI: 10.3389/fphys.2023.1157704] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Accepted: 04/26/2023] [Indexed: 05/28/2023] Open
Abstract
Cl- channels such as the Ca2+ activated Cl- channel TMEM16A and the Cl- permeable phospholipid scramblase TMEM16F may affect the intracellular Cl- concentration ([Cl-]i), which could act as an intracellular signal. Loss of airway expression of TMEM16A induced a massive expansion of the secretory cell population like goblet and club cells, causing differentiation into a secretory airway epithelium. Knockout of the Ca2+-activated Cl- channel TMEM16A or the phospholipid scramblase TMEM16F leads to mucus accumulation in intestinal goblet cells and airway secretory cells. We show that both TMEM16A and TMEM16F support exocytosis and release of exocytic vesicles, respectively. Lack of TMEM16A/F expression therefore causes inhibition of mucus secretion and leads to goblet cell metaplasia. The human basal epithelial cell line BCi-NS1.1 forms a highly differentiated mucociliated airway epithelium when grown in PneumaCult™ media under an air liquid interface. The present data suggest that mucociliary differentiation requires activation of Notch signaling, but not the function of TMEM16A. Taken together, TMEM16A/F are important for exocytosis, mucus secretion and formation of extracellular vesicles (exosomes or ectosomes) but the present data do no not support a functional role of TMEM16A/F in Notch-mediated differentiation of BCi-NS1.1 cells towards a secretory epithelium.
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Affiliation(s)
- Raquel Centeio
- Physiological Institute, University of Regensburg, Regensburg, Germany
| | - Inês Cabrita
- Department II of Internal Medicine and Center for Molecular Medicine Cologne, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany
| | - Rainer Schreiber
- Physiological Institute, University of Regensburg, Regensburg, Germany
| | - Karl Kunzelmann
- Physiological Institute, University of Regensburg, Regensburg, Germany
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12
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Legebeke J, Horton KL, Jackson CL, Coles J, Harris A, Wai HA, Holloway JW, Wheway G, Baralle D, Lucas JS. Temporal Whole-Transcriptomic Analysis of Characterized In Vitro and Ex Vivo Primary Nasal Epithelia. Front Cell Dev Biol 2022; 10:907511. [PMID: 35784475 PMCID: PMC9240208 DOI: 10.3389/fcell.2022.907511] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 05/12/2022] [Indexed: 11/13/2022] Open
Abstract
Air-liquid interface (ALI) cell culture of primary airway progenitors enables the differentiation and recapitulation of a pseudostratified epithelium in vitro, providing a highly useful tool for researching respiratory health and disease. Previous studies into gene expression in ALI-cultures compared to ex vivo nasal brushings have been limited in the number of time-points and/or the number of genes studied. In this study physiological and global transcriptomic changes were assessed in an extended in vitro 63-day human healthy nasal epithelium ALI-culture period and compared to ex vivo nasal brushing samples. Ex vivo nasal brushing samples formed distinct transcriptome clusters to in vitro ALI-cultured nasal epithelia, with from day 14 onwards ALI samples best matching the ex vivo samples. Immune response regulation genes were not expressed in the in vitro ALI-culture compared to the ex vivo nasal brushing samples, likely because the in vitro cultures lack an airway microbiome, lack airborne particles stimulation, or did not host an immune cell component. This highlights the need for more advanced co-cultures with immune cell representation to better reflect the physiological state. During the first week of ALI-culture genes related to metabolism and proliferation were increased. By the end of week 1 epithelial cell barrier function plateaued and multiciliated cell differentiation started, although widespread ciliation was not complete until day 28. These results highlight that time-points at which ALI-cultures are harvested for research studies needs to be carefully considered to suit the purpose of investigation (transcriptomic and/or functional analysis).
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Affiliation(s)
- Jelmer Legebeke
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
| | - Katie L. Horton
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- PCD Diagnostic Centre, University Hospital Southampton, Southampton, United Kingdom
| | - Claire L. Jackson
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- PCD Diagnostic Centre, University Hospital Southampton, Southampton, United Kingdom
| | - Janice Coles
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- PCD Diagnostic Centre, University Hospital Southampton, Southampton, United Kingdom
| | - Amanda Harris
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- PCD Diagnostic Centre, University Hospital Southampton, Southampton, United Kingdom
| | - Htoo A. Wai
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
| | - John W. Holloway
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
| | - Gabrielle Wheway
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
| | - Diana Baralle
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
| | - Jane S. Lucas
- Southampton NIHR Biomedical Research Centre, University Hospital Southampton NHS Foundation Trust, University of Southampton, Southampton, United Kingdom
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- PCD Diagnostic Centre, University Hospital Southampton, Southampton, United Kingdom
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13
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Yang YY, Liu J, Liu YT, Ong HH, Chen QM, Chen CB, Thong M, Xu X, Zhou SZ, Qiu QH, Wang DY. Moderate Dose Irradiation Induces DNA Damage and Impairments of Barrier and Host Defense in Nasal Epithelial Cells in vitro. J Inflamm Res 2022; 15:3661-3675. [PMID: 35783248 PMCID: PMC9242583 DOI: 10.2147/jir.s369385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Accepted: 06/16/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Radiotherapy (RT) is the mainstay treatment for head and neck cancers. However, chronic and recurrent upper respiratory tract infections and inflammation have been commonly reported in patients post-RT. The underlying mechanisms remain poorly understood. Method and Materials We used a well-established model of human nasal epithelial cells (hNECs) that forms a pseudostratified layer in the air-liquid interface (ALI) and exposed it to single or repeated moderate dose γ-irradiation (1Gy). We assessed the DNA damage and evaluated the biological properties of hNECs at different time points post-RT. Further, we explored the host immunity alterations in irradiated hNECs with polyinosinic-polycytidylic acid sodium salt (poly [I:C]) and lipopolysaccharides (LPS). Results IR induced DNA double strand breaks (DSBs) and triggered DNA damage response in hNECs. Repeated IR significantly reduced basal cell proliferation with low expression of p63/KRT5 and Ki67, induced cilia loss and inhibited mucus secretion. In addition, IR decreased ZO-1 expression and caused a significant decline in the transepithelial electrical resistance (TEER). Moreover, hyperreactive response against pathogen invasion and disrupted epithelial host defense can be observed in hNECs exposed to repeated IR. Conclusion Our study suggests that IR induced prolonged structural and functional impairments of hNECs may contribute to patients post-RT with increased risk of developing chronic and recurrent upper respiratory tract infection and inflammation.
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Affiliation(s)
- Yue-Ying Yang
- Department of Otolaryngology-Head and Neck Surgery, Zhujiang Hospital, Southern Medical University, Guangzhou, People’s Republic of China
- Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Jing Liu
- Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yi-Tong Liu
- Department of Otolaryngology-Head and Neck Surgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, People’s Republic of China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
| | - Hsiao-Hui Ong
- Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Qian-Min Chen
- Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
| | - Ce-Belle Chen
- Centre for Ion Beam Applications, Department of Physics, National University of Singapore, Singapore
| | - Mark Thong
- Department of Otolaryngology-Head and Neck Surgery, National University Hospital, National University Health System, Singapore
| | - Xinni Xu
- Department of Otolaryngology-Head and Neck Surgery, National University Hospital, National University Health System, Singapore
| | - Sui-Zi Zhou
- Department of Otolaryngology-Head and Neck Surgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, People’s Republic of China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
| | - Qian-Hui Qiu
- Department of Otolaryngology-Head and Neck Surgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, Guangzhou, People’s Republic of China
- The Second School of Clinical Medicine, Southern Medical University, Guangzhou, People’s Republic of China
- Correspondence: Qian-Hui Qiu, Department of Otolaryngology-Head and Neck Surgery, Guangdong Provincial People’s Hospital, Guangdong Academy of Medical Sciences, No. 106 Zhongshan Road II, Guangzhou, 510080, People’s Republic of China, Tel +86 20 83827812, Email
| | - De-Yun Wang
- Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- De-Yun Wang, Department of Otolaryngology, Infectious Diseases Translational Research Programme, Yong Loo Lin School of Medicine, NUHS Tower Block, 1E Kent Ridge Road, 119228, Singapore, Tel + 65 6772 5373/5370/5371, Fax +65 6775 3820, Email
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