1
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López-Valdez N, Rojas-Lemus M, Bizarro-Nevares P, González-Villalva A, Casarrubias-Tabarez B, Cervantes-Valencia ME, Ustarroz-Cano M, Morales-Ricardes G, Mendoza-Martínez S, Guerrero-Palomo G, Fortoul TI. The multiple facets of the club cell in the pulmonary epithelium. Histol Histopathol 2024; 39:969-982. [PMID: 38329181 DOI: 10.14670/hh-18-713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2024]
Abstract
The non-ciliated bronchiolar cell, also referred to as "club cell", serves as a significant multifunctional component of the airway epithelium. While the club cell is a prominent epithelial type found in rodents, it is restricted to the bronchioles in humans. Despite these differences, the club cell's importance remains undisputed in both species due to its multifunctionality as a regulatory cell in lung inflammation and a stem cell in lung epithelial regeneration. The objective of this review is to examine different aspects of club cell morphology and physiology in the lung epithelium, under both normal and pathological conditions, to provide a comprehensive understanding of its importance in the respiratory system.
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Affiliation(s)
- Nelly López-Valdez
- Department of Cellular and Tisular Biology, School of Medicine, UNAM, Ciudad de México, México
| | - Marcela Rojas-Lemus
- Department of Cellular and Tisular Biology, School of Medicine, UNAM, Ciudad de México, México
| | | | | | | | | | - Martha Ustarroz-Cano
- Department of Cellular and Tisular Biology, School of Medicine, UNAM, Ciudad de México, México
| | | | - Shamir Mendoza-Martínez
- Department of Cellular and Tisular Biology, School of Medicine, UNAM, Ciudad de México, México
| | | | - Teresa I Fortoul
- Department of Cellular and Tisular Biology, School of Medicine, UNAM, Ciudad de México, México.
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2
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Sánchez Rivera FJ, Dow LE. How CRISPR Is Revolutionizing the Generation of New Models for Cancer Research. Cold Spring Harb Perspect Med 2024; 14:a041384. [PMID: 37487630 PMCID: PMC11065179 DOI: 10.1101/cshperspect.a041384] [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] [Indexed: 07/26/2023]
Abstract
Cancers arise through acquisition of mutations in genes that regulate core biological processes like cell proliferation and cell death. Decades of cancer research have led to the identification of genes and mutations causally involved in disease development and evolution, yet defining their precise function across different cancer types and how they influence therapy responses has been challenging. Mouse models have helped define the in vivo function of cancer-associated alterations, and genome-editing approaches using CRISPR have dramatically accelerated the pace at which these models are developed and studied. Here, we highlight how CRISPR technologies have impacted the development and use of mouse models for cancer research and discuss the many ways in which these rapidly evolving platforms will continue to transform our understanding of this disease.
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Affiliation(s)
- Francisco J Sánchez Rivera
- David H. Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts 02142, USA
| | - Lukas E Dow
- Sandra and Edward Meyer Cancer Center, Weill Cornell Medicine, New York, New York 10065, USA
- Department of Biochemistry, Weill Cornell Medicine, New York, New York 10065, USA
- Department of Medicine, Weill Cornell Medicine, New York, New York 10065, USA
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3
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Roth D, Şahin AT, Ling F, Senger CN, Quiroz EJ, Calvert BA, van der Does AM, Güney TG, Tepho N, Glasl S, van Schadewijk A, von Schledorn L, Olmer R, Kanso E, Nawroth JC, Ryan AL. STRUCTURE-FUNCTION RELATIONSHIPS OF MUCOCILIARY CLEARANCE IN HUMAN AIRWAYS. RESEARCH SQUARE 2024:rs.3.rs-4164522. [PMID: 38746209 PMCID: PMC11092836 DOI: 10.21203/rs.3.rs-4164522/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2024]
Abstract
Our study focuses on the intricate connection between tissue-level organization and ciliated organ function in humans, particularly in understanding the morphological organization of airways and their role in mucociliary clearance. Mucociliary clearance is a key mechanical defense mechanism of human airways, and clearance failure is associated with many respiratory diseases, including chronic obstructive pulmonary disease (COPD) and asthma. While single-cell transcriptomics have unveiled the cellular complexity of the human airway epithelium, our understanding of the mechanics that link epithelial structure to clearance function mainly stem from animal models. This reliance on animal data limits crucial insights into human airway barrier function and hampers the human-relevant in vitro modeling of airway diseases. This study, for the first time, maps the distribution of ciliated and secretory cell types along the airway tree in both rats and humans, noting species-specific differences in ciliary function and elucidates structural parameters of airway epithelia that predict clearance function in both native and in vitro tissues alike. By uncovering how tissue organization influences ciliary function, we can better understand disruptions in mucociliary clearance, which could have implications for various ciliated organs beyond the airways.
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Affiliation(s)
- Doris Roth
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Ayşe Tuğçe Şahin
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Feng Ling
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Christiana N. Senger
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
| | - Erik J. Quiroz
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Ben A. Calvert
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Anne M. van der Does
- PulmoScience Lab, Department of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands
| | - Tankut G. Güney
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Niels Tepho
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Sarah Glasl
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Annemarie van Schadewijk
- PulmoScience Lab, Department of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands
| | - Laura von Schledorn
- Leibniz Research Laboratories for Biotechnology and Artificial Organs (LEBAO), Department of Cardiothoracic, Transplantation and Vascular Surgery (HTTG), Hannover Medical School, Hannover, D-30625, Germany
- Biomedical Research in End stage and Obstructive Lung Disease (BREATH), Member of the German Center for Lung Research (DZL), Hannover Medical School, Hannover, D-30625, Germany
- REBIRTH-Research Center for Translational and Regenerative Medicine, Hannover Medical School, Hannover, D-30625, Germany
| | - Ruth Olmer
- Leibniz Research Laboratories for Biotechnology and Artificial Organs (LEBAO), Department of Cardiothoracic, Transplantation and Vascular Surgery (HTTG), Hannover Medical School, Hannover, D-30625, Germany
- Biomedical Research in End stage and Obstructive Lung Disease (BREATH), Member of the German Center for Lung Research (DZL), Hannover Medical School, Hannover, D-30625, Germany
- REBIRTH-Research Center for Translational and Regenerative Medicine, Hannover Medical School, Hannover, D-30625, Germany
| | - Eva Kanso
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Janna C. Nawroth
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Amy L. Ryan
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, IA 52242, USA
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4
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McCauley KB, Kukreja K, Tovar Walker AE, Jaffe AB, Klein AM. A map of signaling responses in the human airway epithelium. Cell Syst 2024; 15:307-321.e10. [PMID: 38508187 PMCID: PMC11031335 DOI: 10.1016/j.cels.2024.02.005] [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: 12/20/2022] [Revised: 11/14/2023] [Accepted: 02/28/2024] [Indexed: 03/22/2024]
Abstract
Receptor-mediated signaling plays a central role in tissue regeneration, and it is dysregulated in disease. Here, we build a signaling-response map for a model regenerative human tissue: the airway epithelium. We analyzed the effect of 17 receptor-mediated signaling pathways on organotypic cultures to determine changes in abundance and phenotype of epithelial cell types. This map recapitulates the gamut of known airway epithelial signaling responses to these pathways. It defines convergent states induced by multiple ligands and diverse, ligand-specific responses in basal cell and secretory cell metaplasia. We show that loss of canonical differentiation induced by multiple pathways is associated with cell-cycle arrest, but that arrest is not sufficient to block differentiation. Using the signaling-response map, we show that a TGFB1-mediated response underlies specific aberrant cells found in multiple lung diseases and identify interferon responses in COVID-19 patient samples. Thus, we offer a framework enabling systematic evaluation of tissue signaling responses. A record of this paper's transparent peer review process is included in the supplemental information.
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Affiliation(s)
- Katherine B McCauley
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA; Respiratory Diseases, Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA; Disease Area X, Biomedical Research, Novartis, Cambridge, MA 02139, USA
| | - Kalki Kukreja
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA
| | | | - Aron B Jaffe
- Respiratory Diseases, Novartis Institutes for BioMedical Research, Cambridge, MA 02139, USA
| | - Allon M Klein
- Department of Systems Biology, Harvard Medical School, Boston, MA 02115, USA.
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5
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Roth D, Şahin AT, Ling F, Senger CN, Quiroz EJ, Calvert BA, van der Does AM, Güney TG, Tepho N, Glasl S, van Schadewijk A, von Schledorn L, Olmer R, Kanso E, Nawroth JC, Ryan AL. STRUCTURE-FUNCTION RELATIONSHIPS OF MUCOCILIARY CLEARANCE IN HUMAN AIRWAYS. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.12.24.572054. [PMID: 38187619 PMCID: PMC10769450 DOI: 10.1101/2023.12.24.572054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2024]
Abstract
Mucociliary clearance is a key mechanical defense mechanism of human airways, and clearance failure is linked to major respiratory diseases, such as chronic obstructive pulmonary disease (COPD) and asthma. While single-cell transcriptomics have unveiled the cellular complexity of the human airway epithelium, our understanding of the mechanics that link epithelial structure to clearance function mainly stem from animal models. This reliance on animal data limits crucial insights into human airway barrier function and hampers the human-relevant in vitro modeling of airway diseases. Our study fills this crucial knowledge gap and for the first time (1) maps the distribution of ciliated and secretory cell types on the mucosal surface along the proximo-distal axis of the rat and human airway tree, (2) identifies species-specific differences in ciliary beat and clearance function, and (3) elucidates structural parameters of airway epithelia that predict clearance function in both native and in vitro tissues alike. Our broad range of experimental approaches and physics-based modeling translate into generalizable parameters to quantitatively benchmark the human-relevancy of mucociliary clearance in experimental models, and to characterize distinct disease states.
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Affiliation(s)
- Doris Roth
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Ayşe Tuğçe Şahin
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Feng Ling
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Christiana N. Senger
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
| | - Erik J. Quiroz
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Ben A. Calvert
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Anne M. van der Does
- PulmoScience Lab, Department of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands
| | - Tankut G. Güney
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Niels Tepho
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Sarah Glasl
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
| | - Annemarie van Schadewijk
- PulmoScience Lab, Department of Pulmonology, Leiden University Medical Center, Leiden, the Netherlands
| | - Laura von Schledorn
- Leibniz Research Laboratories for Biotechnology and Artificial Organs (LEBAO), Department of Cardiothoracic, Transplantation and Vascular Surgery (HTTG), Hannover Medical School, Hannover, D-30625, Germany
- Biomedical Research in End stage and Obstructive Lung Disease (BREATH), Member of the German Center for Lung Research (DZL), Hannover Medical School, Hannover, D-30625, Germany
- REBIRTH-Research Center for Translational and Regenerative Medicine, Hannover Medical School, Hannover, D-30625, Germany
| | - Ruth Olmer
- Leibniz Research Laboratories for Biotechnology and Artificial Organs (LEBAO), Department of Cardiothoracic, Transplantation and Vascular Surgery (HTTG), Hannover Medical School, Hannover, D-30625, Germany
- Biomedical Research in End stage and Obstructive Lung Disease (BREATH), Member of the German Center for Lung Research (DZL), Hannover Medical School, Hannover, D-30625, Germany
- REBIRTH-Research Center for Translational and Regenerative Medicine, Hannover Medical School, Hannover, D-30625, Germany
| | - Eva Kanso
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
| | - Janna C. Nawroth
- Helmholtz Pioneer Campus, Institute of Biological and Medical Imaging, and Member of the German Lung Research Center (DZL CPC-M), Helmholtz Zentrum München, Neuherberg, D-85764, Germany
- Chair of Biological Imaging at the Central Institute for Translational Cancer Research (TranslaTUM), School of Medicine, Technical University of Munich, Munich, D-81675, Germany
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Aerospace and Mechanical Engineering, University of Southern California, Los Angeles, CA 90089, USA
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Amy L. Ryan
- Hastings Center for Pulmonary Research, Division of Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, University of Southern California, Los Angeles, CA 90033
- Department of Stem Cell Biology and Regenerative Medicine, University of Southern California, Los Angeles, CA 90033, USA
- Department of Anatomy and Cell Biology, Carver College of Medicine, University of Iowa, IA 52242, USA
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6
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Bhattacharya S, Myers JA, Baker C, Guo M, Danopoulos S, Myers JR, Bandyopadhyay G, Romas ST, Huyck HL, Misra RS, Dutra J, Holden-Wiltse J, McDavid AN, Ashton JM, Al Alam D, Potter SS, Whitsett JA, Xu Y, Pryhuber GS, Mariani TJ. Single-Cell Transcriptomic Profiling Identifies Molecular Phenotypes of Newborn Human Lung Cells. Genes (Basel) 2024; 15:298. [PMID: 38540357 PMCID: PMC10970229 DOI: 10.3390/genes15030298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 02/22/2024] [Accepted: 02/23/2024] [Indexed: 05/01/2024] Open
Abstract
While animal model studies have extensively defined the mechanisms controlling cell diversity in the developing mammalian lung, there exists a significant knowledge gap with regards to late-stage human lung development. The NHLBI Molecular Atlas of Lung Development Program (LungMAP) seeks to fill this gap by creating a structural, cellular and molecular atlas of the human and mouse lung. Transcriptomic profiling at the single-cell level created a cellular atlas of newborn human lungs. Frozen single-cell isolates obtained from two newborn human lungs from the LungMAP Human Tissue Core Biorepository, were captured, and library preparation was completed on the Chromium 10X system. Data was analyzed in Seurat, and cellular annotation was performed using the ToppGene functional analysis tool. Transcriptional interrogation of 5500 newborn human lung cells identified distinct clusters representing multiple populations of epithelial, endothelial, fibroblasts, pericytes, smooth muscle, immune cells and their gene signatures. Computational integration of data from newborn human cells and with 32,000 cells from postnatal days 1 through 10 mouse lungs generated by the LungMAP Cincinnati Research Center facilitated the identification of distinct cellular lineages among all the major cell types. Integration of the newborn human and mouse cellular transcriptomes also demonstrated cell type-specific differences in maturation states of newborn human lung cells. Specifically, newborn human lung matrix fibroblasts could be separated into those representative of younger cells (n = 393), or older cells (n = 158). Cells with each molecular profile were spatially resolved within newborn human lung tissue. This is the first comprehensive molecular map of the cellular landscape of neonatal human lung, including biomarkers for cells at distinct states of maturity.
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Affiliation(s)
- Soumyaroop Bhattacharya
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Jacquelyn A. Myers
- Genomic Research Center, University of Rochester Medical Center, Rochester, NY 14642, USA; (J.A.M.); (C.B.); (J.R.M.); (J.M.A.)
| | - Cameron Baker
- Genomic Research Center, University of Rochester Medical Center, Rochester, NY 14642, USA; (J.A.M.); (C.B.); (J.R.M.); (J.M.A.)
| | - Minzhe Guo
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45219, USA; (M.G.); (S.S.P.); (J.A.W.); (Y.X.)
| | - Soula Danopoulos
- Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, University of California Los Angeles, Los Angeles, CA 90024, USA; (S.D.)
| | - Jason R. Myers
- Genomic Research Center, University of Rochester Medical Center, Rochester, NY 14642, USA; (J.A.M.); (C.B.); (J.R.M.); (J.M.A.)
| | - Gautam Bandyopadhyay
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Stephen T. Romas
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Heidie L. Huyck
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Ravi S. Misra
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Jennifer Dutra
- Clinical & Translational Science Institute, University of Rochester, Rochester, NY 14642, USA; (J.D.); (J.H.-W.)
| | - Jeanne Holden-Wiltse
- Clinical & Translational Science Institute, University of Rochester, Rochester, NY 14642, USA; (J.D.); (J.H.-W.)
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY 14642, USA;
| | - Andrew N. McDavid
- Department of Biostatistics and Computational Biology, University of Rochester Medical Center, Rochester, NY 14642, USA;
| | - John M. Ashton
- Genomic Research Center, University of Rochester Medical Center, Rochester, NY 14642, USA; (J.A.M.); (C.B.); (J.R.M.); (J.M.A.)
| | - Denise Al Alam
- Lundquist Institute for Biomedical Innovation, Harbor-UCLA Medical Center, University of California Los Angeles, Los Angeles, CA 90024, USA; (S.D.)
| | - S. Steven Potter
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45219, USA; (M.G.); (S.S.P.); (J.A.W.); (Y.X.)
| | - Jeffrey A. Whitsett
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45219, USA; (M.G.); (S.S.P.); (J.A.W.); (Y.X.)
| | - Yan Xu
- Department of Pediatrics, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH 45219, USA; (M.G.); (S.S.P.); (J.A.W.); (Y.X.)
| | - Gloria S. Pryhuber
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
| | - Thomas J. Mariani
- Department of Pediatrics, University of Rochester Medical Center, Rochester, NY 14642, USA; (G.B.); (S.T.R.); (H.L.H.); (R.S.M.); (G.S.P.); (T.J.M.)
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7
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Hao Y, Stuart T, Kowalski MH, Choudhary S, Hoffman P, Hartman A, Srivastava A, Molla G, Madad S, Fernandez-Granda C, Satija R. Dictionary learning for integrative, multimodal and scalable single-cell analysis. Nat Biotechnol 2024; 42:293-304. [PMID: 37231261 PMCID: PMC10928517 DOI: 10.1038/s41587-023-01767-y] [Citation(s) in RCA: 168] [Impact Index Per Article: 168.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2022] [Accepted: 03/28/2023] [Indexed: 05/27/2023]
Abstract
Mapping single-cell sequencing profiles to comprehensive reference datasets provides a powerful alternative to unsupervised analysis. However, most reference datasets are constructed from single-cell RNA-sequencing data and cannot be used to annotate datasets that do not measure gene expression. Here we introduce 'bridge integration', a method to integrate single-cell datasets across modalities using a multiomic dataset as a molecular bridge. Each cell in the multiomic dataset constitutes an element in a 'dictionary', which is used to reconstruct unimodal datasets and transform them into a shared space. Our procedure accurately integrates transcriptomic data with independent single-cell measurements of chromatin accessibility, histone modifications, DNA methylation and protein levels. Moreover, we demonstrate how dictionary learning can be combined with sketching techniques to improve computational scalability and harmonize 8.6 million human immune cell profiles from sequencing and mass cytometry experiments. Our approach, implemented in version 5 of our Seurat toolkit ( http://www.satijalab.org/seurat ), broadens the utility of single-cell reference datasets and facilitates comparisons across diverse molecular modalities.
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Affiliation(s)
- Yuhan Hao
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Tim Stuart
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Madeline H Kowalski
- New York Genome Center, New York, NY, USA
- Institute for System Genetics, NYU Langone Medical Center, New York, NY, USA
| | - Saket Choudhary
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Paul Hoffman
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
| | - Austin Hartman
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
| | - Avi Srivastava
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | | | - Shaista Madad
- Center for Genomics and Systems Biology, New York University, New York, NY, USA
- New York Genome Center, New York, NY, USA
| | - Carlos Fernandez-Granda
- Center for Data Science, New York University, New York, NY, USA
- Courant Institute of Mathematical Sciences, New York University, New York, NY, USA
| | - Rahul Satija
- Center for Genomics and Systems Biology, New York University, New York, NY, USA.
- New York Genome Center, New York, NY, USA.
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8
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Yang S, Gaietto K, Chen W. Mapping a New Course to Understand Lung Biology Mechanisms: LungMAP.net. Am J Respir Cell Mol Biol 2024; 70:91-93. [PMID: 38109690 PMCID: PMC10848696 DOI: 10.1165/rcmb.2023-0439ed] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Accepted: 12/18/2023] [Indexed: 12/20/2023] Open
Affiliation(s)
- Sheng Yang
- Department of Biostatistics Nanjing Medical University Nanjing, Jiangsu, China
| | - Kristina Gaietto
- Department of Pediatrics University of Pittsburgh School of Medicine Pittsburgh, Pennsylvania
| | - Wei Chen
- Department of Pediatrics University of Pittsburgh School of Medicine Pittsburgh, Pennsylvania
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9
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Long H, Steimle JD, Grisanti Canozo FJ, Kim JH, Li X, Morikawa Y, Park M, Turaga D, Adachi I, Wythe JD, Samee MAH, Martin JF. Endothelial cells adopt a pro-reparative immune responsive signature during cardiac injury. Life Sci Alliance 2024; 7:e202201870. [PMID: 38012001 PMCID: PMC10681909 DOI: 10.26508/lsa.202201870] [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: 12/09/2022] [Revised: 11/11/2023] [Accepted: 11/14/2023] [Indexed: 11/29/2023] Open
Abstract
Modulation of the heart's immune microenvironment is crucial for recovery after ischemic events such as myocardial infarction (MI). Endothelial cells (ECs) can have immune regulatory functions; however, interactions between ECs and the immune environment in the heart after MI remain poorly understood. We identified an EC-specific IFN responsive and immune regulatory gene signature in adult and pediatric heart failure (HF) tissues. Single-cell transcriptomic analysis of murine hearts subjected to MI uncovered an EC population (IFN-ECs) with immunologic gene signatures similar to those in human HF. IFN-ECs were enriched in regenerative-stage mouse hearts and expressed genes encoding immune responsive transcription factors (Irf7, Batf2, and Stat1). Single-cell chromatin accessibility studies revealed an enrichment of these TF motifs at IFN-EC signature genes. Expression of immune regulatory ligand genes by IFN-ECs suggests bidirectional signaling between IFN-ECs and macrophages in regenerative-stage hearts. Our data suggest that ECs may adopt immune regulatory signatures after cardiac injury to accompany the reparative response. The presence of these signatures in human HF and murine MI models suggests a potential role for EC-mediated immune regulation in responding to stress induced by acute injury in MI and chronic adverse remodeling in HF.
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Affiliation(s)
- Hali Long
- https://ror.org/02pttbw34 Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Jeffrey D Steimle
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | | | - Jong Hwan Kim
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Xiao Li
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Yuka Morikawa
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
| | - Minjun Park
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - Diwakar Turaga
- https://ror.org/02pttbw34 Section of Critical Care Medicine, Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Iki Adachi
- https://ror.org/02pttbw34 Section of Cardiothoracic Surgery, Department of Surgery, Baylor College of Medicine, Houston, TX, USA
| | - Joshua D Wythe
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
| | - Md Abul Hassan Samee
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
| | - James F Martin
- https://ror.org/02pttbw34 Interdepartmental Program in Integrative Molecular and Biomedical Sciences, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Department of Integrative Physiology, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/00r4vsg44 Cardiomyocyte Renewal Laboratory, The Texas Heart Institute, Houston, TX, USA
- https://ror.org/02pttbw34 Cardiovascular Research Institute, Baylor College of Medicine, Houston, TX, USA
- https://ror.org/02pttbw34 Center for Organ Repair and Renewal, Baylor College of Medicine, Houston, TX, USA
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10
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Pham AT, Oliveira AC, Albanna M, Alvarez-Castanon J, Dupee Z, Patel D, Fu C, Mukhsinova L, Nguyen A, Jin L, Bryant AJ. Non-Interferon-Dependent Role of STING Signaling in Pulmonary Hypertension. Arterioscler Thromb Vasc Biol 2024; 44:124-142. [PMID: 37942608 PMCID: PMC10872846 DOI: 10.1161/atvbaha.123.320121] [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: 09/08/2023] [Accepted: 10/24/2023] [Indexed: 11/10/2023]
Abstract
BACKGROUND Patients with constitutive activation of DNA-sensing pathway through stimulator of IFN (interferon) genes (STING), such as those with STING-associated vasculopathy with onset in infancy, develop pulmonary hypertension (PH). However, the role of STING signaling in general PH patients is heretofore undescribed. Here, we seek to investigate the role of STING in PH development. METHODS STING expression in patient lung samples was examined. PH was induced in global STING-deficient mice and global type I IFN receptor 1-deficient mice using bleomycin or chronic hypoxia exposure. PH development was evaluated by right ventricular systolic pressure and Fulton index, with additional histological and flow cytometric analysis. VEGF (vascular endothelial growth factor) expression on murine immune cells was quantified and evaluated with multiplex and flow cytometry. Human myeloid-derived cells were differentiated from peripheral blood mononuclear cells and treated with either STING agonist or STING antagonist for evaluation of VEGF secretion. RESULTS Global STING deficiency protects mice from PH development, and STING-associated PH seems independent of type I IFN signaling. Furthermore, a role for STING-VEGF signaling pathway in PH development was demonstrated, with altered VEGF secretion in murine pulmonary infiltrated myeloid cells in a STING-dependent manner. In addition, pharmacological manipulation of STING in human myeloid-derived cells supports in vivo findings. Finally, a potential role of STING-VEGF-mediated apoptosis in disease development and progression was illustrated, providing a roadmap toward potential therapeutic applications. CONCLUSIONS Overall, these data provide concrete evidence of STING involvement in PH, establishing biological plausibility for STING-related therapies in PH treatment.
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Affiliation(s)
- Ann T Pham
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Aline C Oliveira
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Muhammad Albanna
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | | | - Zadia Dupee
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Diya Patel
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Chunhua Fu
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Laylo Mukhsinova
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Amy Nguyen
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Lei Jin
- Department of Medicine, University of Florida College of Medicine, Gainesville
| | - Andrew J Bryant
- Department of Medicine, University of Florida College of Medicine, Gainesville
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11
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Mishra I, Gupta K, Mishra R, Chaudhary K, Sharma V. An Exploration of Organoid Technology: Present Advancements, Applications, and Obstacles. Curr Pharm Biotechnol 2024; 25:1000-1020. [PMID: 37807405 DOI: 10.2174/0113892010273024230925075231] [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] [Received: 07/19/2023] [Revised: 08/19/2023] [Accepted: 09/01/2023] [Indexed: 10/10/2023]
Abstract
BACKGROUND Organoids are in vitro models that exhibit a three-dimensional structure and effectively replicate the structural and physiological features of human organs. The capacity to research complex biological processes and disorders in a controlled setting is laid out by these miniature organ-like structures. OBJECTIVES This work examines the potential applications of organoid technology, as well as the challenges and future directions associated with its implementation. It aims to emphasize the pivotal role of organoids in disease modeling, drug discovery, developmental biology, precision medicine, and fundamental research. METHODS The manuscript was put together by conducting a comprehensive literature review, which involved an in-depth evaluation of globally renowned scientific research databases. RESULTS The field of organoids has generated significant attention due to its potential applications in tissue development and disease modelling, as well as its implications for personalised medicine, drug screening, and cell-based therapies. The utilisation of organoids has proven to be effective in the examination of various conditions, encompassing genetic disorders, cancer, neurodevelopmental disorders, and infectious diseases. CONCLUSION The exploration of the wider uses of organoids is still in its early phases. Research shall be conducted to integrate 3D organoid systems as alternatives for current models, potentially improving both fundamental and clinical studies in the future.
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Affiliation(s)
- Isha Mishra
- Department of Pharmacy, Galgotias College of Pharmacy, Greater Noida, Uttar Pradesh, 201310, India
| | - Komal Gupta
- Department of Pharmacy, Galgotias College of Pharmacy, Greater Noida, Uttar Pradesh, 201310, India
| | - Raghav Mishra
- Department of Pharmacy, GLA University, Mathura, 281406, Uttar Pradesh, India
| | - Kajal Chaudhary
- Department of Pharmacy, GLA University, Mathura, 281406, Uttar Pradesh, India
| | - Vikram Sharma
- Department of Pharmacy, Galgotias College of Pharmacy, Greater Noida, Uttar Pradesh, 201310, India
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12
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Guo ZH, Wu Y, Wang S, Zhang Q, Shi JM, Wang YB, Chen ZH. scInterpreter: a knowledge-regularized generative model for interpretably integrating scRNA-seq data. BMC Bioinformatics 2023; 24:481. [PMID: 38104057 PMCID: PMC10724984 DOI: 10.1186/s12859-023-05579-4] [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: 09/29/2023] [Accepted: 11/23/2023] [Indexed: 12/19/2023] Open
Abstract
BACKGROUND The rapid emergence of single-cell RNA-seq (scRNA-seq) data presents remarkable opportunities for broad investigations through integration analyses. However, most integration models are black boxes that lack interpretability or are hard to train. RESULTS To address the above issues, we propose scInterpreter, a deep learning-based interpretable model. scInterpreter substantially outperforms other state-of-the-art (SOTA) models in multiple benchmark datasets. In addition, scInterpreter is extensible and can integrate and annotate atlas scRNA-seq data. We evaluated the robustness of scInterpreter in a variety of situations. Through comparison experiments, we found that with a knowledge prior, the training process can be significantly accelerated. Finally, we conducted interpretability analysis for each dimension (pathway) of cell representation in the embedding space. CONCLUSIONS The results showed that the cell representations obtained by scInterpreter are full of biological significance. Through weight sorting, we found several new genes related to pathways in PBMC dataset. In general, scInterpreter is an effective and interpretable integration tool. It is expected that scInterpreter will bring great convenience to the study of single-cell transcriptomics.
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Affiliation(s)
- Zhen-Hao Guo
- College of Electronics and Information Engineering, Tongji University, Shanghai, 200000, China
- Department of Clinical Anesthesiology, Faculty of Anesthesiology, Second Military Medical University / Naval Medical University, Shanghai, 200433, China
| | - Yan Wu
- College of Electronics and Information Engineering, Tongji University, Shanghai, 200000, China.
| | - Siguo Wang
- EIT Institute for Advanced Study, Ningbo, 315201, Zhejiang, China
| | - Qinhu Zhang
- EIT Institute for Advanced Study, Ningbo, 315201, Zhejiang, China
- Big Data and Intelligent Computing Research Center, Guangxi Academy of Science, Nanning, 530007, China
| | - Jin-Ming Shi
- Department of Endocrinology, Aviation General Hospital, Beijing, 100000, China
| | - Yan-Bin Wang
- College of Computer Science and Technology, Zhejiang University, Hangzhou, 310027, Zhejiang, China
| | - Zhan-Heng Chen
- Department of Clinical Anesthesiology, Faculty of Anesthesiology, Second Military Medical University / Naval Medical University, Shanghai, 200433, China.
- Big Data and Intelligent Computing Research Center, Guangxi Academy of Science, Nanning, 530007, China.
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13
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Lang NJ, Gote-Schniering J, Porras-Gonzalez D, Yang L, De Sadeleer LJ, Jentzsch RC, Shitov VA, Zhou S, Ansari M, Agami A, Mayr CH, Hooshiar Kashani B, Chen Y, Heumos L, Pestoni JC, Molnar ES, Geeraerts E, Anquetil V, Saniere L, Wögrath M, Gerckens M, Lehmann M, Yildirim AÖ, Hatz R, Kneidinger N, Behr J, Wuyts WA, Stoleriu MG, Luecken MD, Theis FJ, Burgstaller G, Schiller HB. Ex vivo tissue perturbations coupled to single-cell RNA-seq reveal multilineage cell circuit dynamics in human lung fibrogenesis. Sci Transl Med 2023; 15:eadh0908. [PMID: 38055803 DOI: 10.1126/scitranslmed.adh0908] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2023] [Accepted: 11/16/2023] [Indexed: 12/08/2023]
Abstract
Pulmonary fibrosis develops as a consequence of failed regeneration after injury. Analyzing mechanisms of regeneration and fibrogenesis directly in human tissue has been hampered by the lack of organotypic models and analytical techniques. In this work, we coupled ex vivo cytokine and drug perturbations of human precision-cut lung slices (hPCLS) with single-cell RNA sequencing and induced a multilineage circuit of fibrogenic cell states in hPCLS. We showed that these cell states were highly similar to the in vivo cell circuit in a multicohort lung cell atlas from patients with pulmonary fibrosis. Using micro-CT-staged patient tissues, we characterized the appearance and interaction of myofibroblasts, an ectopic endothelial cell state, and basaloid epithelial cells in the thickened alveolar septum of early-stage lung fibrosis. Induction of these states in the hPCLS model provided evidence that the basaloid cell state was derived from alveolar type 2 cells, whereas the ectopic endothelial cell state emerged from capillary cell plasticity. Cell-cell communication routes in patients were largely conserved in hPCLS, and antifibrotic drug treatments showed highly cell type-specific effects. Our work provides an experimental framework for perturbational single-cell genomics directly in human lung tissue that enables analysis of tissue homeostasis, regeneration, and pathology. We further demonstrate that hPCLS offer an avenue for scalable, high-resolution drug testing to accelerate antifibrotic drug development and translation.
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Affiliation(s)
- Niklas J Lang
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Janine Gote-Schniering
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Department of Rheumatology and Immunology, Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, 3010 Bern, Switzerland
- Lung Precision Medicine Program, Department for BioMedical Research, University of Bern, 3008 Bern, Switzerland
| | - Diana Porras-Gonzalez
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Lin Yang
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Laurens J De Sadeleer
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department CHROMETA, KU Leuven, 3000 Leuven, Belgium
| | - R Christoph Jentzsch
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Vladimir A Shitov
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Computational Biology, Helmholtz Munich, Member of the German Center for Lung Research (DZL), 85764 Munich, Germany
| | - Shuhong Zhou
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Meshal Ansari
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Computational Biology, Helmholtz Munich, Member of the German Center for Lung Research (DZL), 85764 Munich, Germany
| | - Ahmed Agami
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Christoph H Mayr
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Baharak Hooshiar Kashani
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Yuexin Chen
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Lukas Heumos
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Computational Biology, Helmholtz Munich, Member of the German Center for Lung Research (DZL), 85764 Munich, Germany
| | - Jeanine C Pestoni
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Eszter Sarolta Molnar
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | | | | | | | - Melanie Wögrath
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Michael Gerckens
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Department of Medicine V, LMU University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Mareike Lehmann
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute for Lung Research, Philipps-University Marburg, Universities of Giessen and Marburg Lung Center, Member of the German Center for Lung Research (DZL), 35043 Marburg, Germany
| | - Ali Önder Yildirim
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Experimental Pneumology, LMU University Hospital, Ludwig-Maximilians University, 81377 Munich, Germany
| | - Rudolf Hatz
- Center for Thoracic Surgery Munich, Ludwig-Maximilians-University of Munich (LMU) and Asklepios Medical Center, Munich-Gauting, 82131 Gauting, Germany
| | - Nikolaus Kneidinger
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Department of Medicine V, LMU University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Jürgen Behr
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Department of Medicine V, LMU University Hospital, LMU Munich, Comprehensive Pneumology Center Munich (CPC-M), Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Wim A Wuyts
- Laboratory of Respiratory Diseases and Thoracic Surgery (BREATHE), Department CHROMETA, KU Leuven, 3000 Leuven, Belgium
| | - Mircea-Gabriel Stoleriu
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Center for Thoracic Surgery Munich, Ludwig-Maximilians-University of Munich (LMU) and Asklepios Medical Center, Munich-Gauting, 82131 Gauting, Germany
| | - Malte D Luecken
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Computational Biology, Helmholtz Munich, Member of the German Center for Lung Research (DZL), 85764 Munich, Germany
| | - Fabian J Theis
- Institute of Computational Biology, Helmholtz Munich, Member of the German Center for Lung Research (DZL), 85764 Munich, Germany
- Department of Mathematics, Technische Universität München, 85748 Garching bei München, Germany
| | - Gerald Burgstaller
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
| | - Herbert B Schiller
- Comprehensive Pneumology Center (CPC) with the CPC-M bioArchive/Institute of Lung Health and Immunity (LHI), Helmholtz Munich, Member of the German Center for Lung Research (DZL), 81377 Munich, Germany
- Institute of Experimental Pneumology, LMU University Hospital, Ludwig-Maximilians University, 81377 Munich, Germany
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14
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Petpiroon N, Netkueakul W, Sukrak K, Wang C, Liang Y, Wang M, Liu Y, Li Q, Kamran R, Naruse K, Aueviriyavit S, Takahashi K. Development of lung tissue models and their applications. Life Sci 2023; 334:122208. [PMID: 37884207 DOI: 10.1016/j.lfs.2023.122208] [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] [Received: 06/18/2023] [Revised: 10/04/2023] [Accepted: 10/23/2023] [Indexed: 10/28/2023]
Abstract
The lungs are important organs that play a critical role in the development of specific diseases, as well as responding to the effects of drugs, chemicals, and environmental pollutants. Due to the ethical concerns around animal testing, alternative methods have been sought which are more time-effective, do not pose ethical issues for animals, do not involve species differences, and provide easy investigation of the pathobiology of lung diseases. Several national and international organizations are working to accelerate the development and implementation of structurally and functionally complex tissue models as alternatives to animal testing, particularly for the lung. Unfortunately, to date, there is no lung tissue model that has been accepted by regulatory agencies for use in inhalation toxicology. This review discusses the challenges involved in developing a relevant lung tissue model derived from human cells such as cell lines, primary cells, and pluripotent stem cells. It also introduces examples of two-dimensional (2D) air-liquid interface and monocultured and co-cultured three-dimensional (3D) culture techniques, particularly organoid culture and 3D bioprinting. Furthermore, it reviews development of the lung-on-a-chip model to mimic the microenvironment and physiological performance. The applications of lung tissue models in various studies, especially disease modeling, viral respiratory infection, and environmental toxicology will be also introduced. The development of a relevant lung tissue model is extremely important for standardizing and validation the in vitro models for inhalation toxicity and other studies in the future.
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Affiliation(s)
- Nalinrat Petpiroon
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand
| | - Woranan Netkueakul
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand
| | - Kanokwan Sukrak
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand; Department of Environmental Engineering, Faculty of Engineering, Chulalongkorn University, Bangkok 10330, Thailand; Thailand Network Center on Air Quality Management: TAQM, Chulalongkorn University, Bangkok 10330, Thailand
| | - Chen Wang
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Yin Liang
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Mengxue Wang
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Yun Liu
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Qiang Li
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Rumaisa Kamran
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Keiji Naruse
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan
| | - Sasitorn Aueviriyavit
- National Nanotechnology Center (NANOTEC), National Science and Technology Development Agency (NSTDA), 111 Thailand Science Park, Phahonyothin Road, Khlong Nueng, Khlong Luang, Pathum Thani 12120, Thailand.
| | - Ken Takahashi
- Okayama University Graduate School of Medicine, Dentistry and Pharmaceutical Sciences, 2-5-1 Shikata-Cho, Kita-Ward, Okayama 700-8558, Japan.
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15
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O'Callaghan M, Duignan J, Tarling EJ, Waters DK, McStay M, O'Carroll O, Bridges JP, Redente EF, Franciosi AN, McGrath EE, Butler MW, Dodd JD, Fabre A, Murphy DJ, Keane MP, McCarthy C. Analysis of tissue lipidomics and computed tomography pulmonary fat attenuation volume (CT PFAV ) in idiopathic pulmonary fibrosis. Respirology 2023; 28:1043-1052. [PMID: 37642207 DOI: 10.1111/resp.14582] [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] [Received: 02/28/2023] [Accepted: 08/14/2023] [Indexed: 08/31/2023]
Abstract
BACKGROUND AND OBJECTIVE There is increasing interest in the role of lipids in processes that modulate lung fibrosis with evidence of lipid deposition in idiopathic pulmonary fibrosis (IPF) histological specimens. The aim of this study was to identify measurable markers of pulmonary lipid that may have utility as IPF biomarkers. STUDY DESIGN AND METHODS IPF and control lung biopsy specimens were analysed using a unbiased lipidomic approach. Pulmonary fat attenuation volume (PFAV) was assessed on chest CT images (CTPFAV ) with 3D semi-automated lung density software. Aerated lung was semi-automatically segmented and CTPFAV calculated using a Hounsfield-unit (-40 to -200HU) threshold range expressed as a percentage of total lung volume. CTPFAV was compared to pulmonary function, serum lipids and qualitative CT fibrosis scores. RESULTS There was a significant increase in total lipid content on histological analysis of IPF lung tissue (23.16 nmol/mg) compared to controls (18.66 mol/mg, p = 0.0317). The median CTPFAV in IPF was higher than controls (1.34% vs. 0.72%, p < 0.001) and CTPFAV correlated significantly with DLCO% predicted (R2 = 0.356, p < 0.0001) and FVC% predicted (R2 = 0.407, p < 0.0001) in patients with IPF. CTPFAV correlated with CT features of fibrosis; higher CTPFAV was associated with >10% reticulation (1.6% vs. 0.94%, p = 0.0017) and >10% honeycombing (1.87% vs. 1.12%, p = 0.0003). CTPFAV showed no correlation with serum lipids. CONCLUSION CTPFAV is an easily quantifiable non-invasive measure of pulmonary lipids. In this pilot study, CTPFAV correlates with pulmonary function and radiological features of IPF and could function as a potential biomarker for IPF disease severity assessment.
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Affiliation(s)
- Marissa O'Callaghan
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - John Duignan
- Department of Radiology, St. Vincent's University Hospital, Dublin, Ireland
| | - Elizabeth J Tarling
- Division of Cardiology, University of California, Los Angeles, California, USA
| | - Darragh K Waters
- Department of Radiology, St. Vincent's University Hospital, Dublin, Ireland
| | - Megan McStay
- Department of Radiology, St. Vincent's University Hospital, Dublin, Ireland
| | - Orla O'Carroll
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
| | - James P Bridges
- Department of Medicine, National Jewish Health, Denver, Colorado, USA
| | | | - Alessandro N Franciosi
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Emmet E McGrath
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Marcus W Butler
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Jonathan D Dodd
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Radiology, St. Vincent's University Hospital, Dublin, Ireland
| | - Aurelie Fabre
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Histopathology, St. Vincent's University Hospital, Dublin, Ireland
| | - David J Murphy
- School of Medicine, University College Dublin, Dublin, Ireland
- Department of Radiology, St. Vincent's University Hospital, Dublin, Ireland
| | - Michael P Keane
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Cormac McCarthy
- Department of Respiratory Medicine, St. Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
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16
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Bostancieri N, Bakir K, Kul S, Eralp A, Kayalar O, Konyalilar N, Rajabi H, Yuncu M, Yildirim AÖ, Bayram H. The effect of multiple outgrowths from bronchial tissue explants on progenitor/stem cell number in primary bronchial epithelial cell cultures from smokers and patients with COPD. Front Med (Lausanne) 2023; 10:1118715. [PMID: 37908857 PMCID: PMC10614425 DOI: 10.3389/fmed.2023.1118715] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Accepted: 09/25/2023] [Indexed: 11/02/2023] Open
Abstract
Background Although studies suggest a deficiency in stem cell numbers in chronic airway diseases such as chronic obstructive pulmonary disease (COPD), the role of bronchial epithelial progenitor/stem (P/S) cells is not clear. The objectives of this study were to investigate expression of progenitor/stem (P/S) cell markers, cytokeratin (CK) 5, CK14 and p63 in bronchial epithelial explants and cell cultures obtained from smokers with and without COPD following multiple outgrowths, and to study this effect on bronchial epithelial cell (BEC) proliferation. Methods Bronchial epithelial explants were dissected from lung explants and cultured on coverslips. Confluent cultures were obtained after 3-4 weeks' (transfer, Tr1), explants were then transferred and cultured for a second (Tr2) and third (Tr3) time, respectively. At each stage, expression of CK5, CK14 and p63 in explants and BEC were determined by immunostaining. In parallel experiments, outgrowing cells from explants were counted after 4wks, and explants subsequently transferred to obtain new cultures for a further 3 times. Results As the transfer number advanced, CK5, CK14 and p63 expression was decreased in both explants and BEC from both smokers without COPD and patients with COPD, with a more pronounced decrease in BEC numbers in the COPD group. Total cell numbers cultured from explants were decreased with advancing outgrowth number in both groups. Smoking status and lung function parameters were correlated with reduced P/S marker expression and cell numbers. Conclusion Our findings suggest that the number of P/S cells in airway epithelium may play a role in the pathogenesis of COPD, as well as a role in the proliferation of airway epithelial cells, in vitro.
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Affiliation(s)
- Nuray Bostancieri
- Department of Histology and Embryology, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
- Cell Culture Laboratory, Department of Chest Diseases, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
| | - Kemal Bakir
- Department of Pathology, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
| | - Seval Kul
- Department of Biostatistics, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
| | - Ayhan Eralp
- Department of Histology and Embryology, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
| | - Ozgecan Kayalar
- Koc University Research Center for Translational Medicine, Koc University, Istanbul, Türkiye
| | - Nur Konyalilar
- Koc University Research Center for Translational Medicine, Koc University, Istanbul, Türkiye
| | - Hadi Rajabi
- Koc University Research Center for Translational Medicine, Koc University, Istanbul, Türkiye
| | - Mehmet Yuncu
- Department of Histology and Embryology, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
| | - Ali Önder Yildirim
- Koc University Research Center for Translational Medicine, Koc University, Istanbul, Türkiye
- Comprehensive Pneumology Center (CPC), Institute of Lung Health and Immunity (LHI), Member of the German Center for Lung Research (DZL), Helmholtz Munich, Munich, Germany
| | - Hasan Bayram
- Cell Culture Laboratory, Department of Chest Diseases, School of Medicine, University of Gaziantep, Gaziantep, Türkiye
- Koc University Research Center for Translational Medicine, Koc University, Istanbul, Türkiye
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17
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Freyn AW, Atyeo C, Earl PL, Americo JL, Chuang GY, Natarajan H, Frey TR, Gall JG, Moliva JI, Hunegnaw R, Asthagiri Arunkumar G, Ogega CO, Nasir A, Santos G, Levin RH, Meni A, Jorquera PA, Bennett H, Johnson JA, Durney MA, Stewart-Jones G, Hooper JW, Colpitts TM, Alter G, Sullivan NJ, Carfi A, Moss B. An mpox virus mRNA-lipid nanoparticle vaccine confers protection against lethal orthopoxviral challenge. Sci Transl Med 2023; 15:eadg3540. [PMID: 37792954 DOI: 10.1126/scitranslmed.adg3540] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2022] [Accepted: 08/18/2023] [Indexed: 10/06/2023]
Abstract
Mpox virus (MPXV) caused a global outbreak in 2022. Although smallpox vaccines were rapidly deployed to curb spread and disease among those at highest risk, breakthrough disease was noted after complete immunization. Given the threat of additional zoonotic events and the virus's evolving ability to drive human-to-human transmission, there is an urgent need for an MPXV-specific vaccine that confers protection against evolving MPXV strains and related orthopoxviruses. Here, we demonstrate that an mRNA-lipid nanoparticle vaccine encoding a set of four highly conserved MPXV surface proteins involved in virus attachment, entry, and transmission can induce MPXV-specific immunity and heterologous protection against a lethal vaccinia virus (VACV) challenge. Compared with modified vaccinia virus Ankara (MVA), which forms the basis for the current MPXV vaccine, immunization with an mRNA-based MPXV vaccine generated superior neutralizing activity against MPXV and VACV and more efficiently inhibited spread between cells. We also observed greater Fc effector TH1-biased humoral immunity to the four MPXV antigens encoded by the vaccine, as well as to the four VACV homologs. Single MPXV antigen-encoding mRNA vaccines provided partial protection against VACV challenge, whereas multivalent vaccines combining mRNAs encoding two, three, or four MPXV antigens protected against disease-related weight loss and death equal or superior to MVA vaccination. These data demonstrate that an mRNA-based MPXV vaccine confers robust protection against VACV.
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Affiliation(s)
| | | | - Patricia L Earl
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | - Jeffrey L Americo
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | | | | | | | - Jason G Gall
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | - Juan I Moliva
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | - Ruth Hunegnaw
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | | | | | | | | | | | | | | | | | | | | | | | - Jay W Hooper
- Virology Division, United States Army Medical Research Institute of Infectious Diseases, Fort Detrick, 21702 MD, USA
| | | | | | - Nancy J Sullivan
- Vaccine Research Center, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
| | | | - Bernard Moss
- Laboratory of Viral Diseases, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, 20892 MD, USA
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18
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Wang L, Li Z, Wan R, Pan X, Li B, Zhao H, Yang J, Zhao W, Wang S, Wang Q, Yan P, Ma C, Yuan H, Zhao M, Rosas I, Ding C, Sun B, Yu G. Single-Cell RNA Sequencing Provides New Insights into Therapeutic Roles of Thyroid Hormone in Idiopathic Pulmonary Fibrosis. Am J Respir Cell Mol Biol 2023; 69:456-469. [PMID: 37402274 PMCID: PMC10557923 DOI: 10.1165/rcmb.2023-0080oc] [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: 03/03/2023] [Accepted: 06/29/2023] [Indexed: 07/06/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a progressive fatal interstitial lung disease without an effective cure. Herein, we explore the role of 3,5,3'-triiodothyronine (T3) administration on lung alveolar regeneration and fibrosis at the single-cell level. T3 supplementation significantly altered the gene expression in fibrotic lung tissues. Immune cells were rapidly recruited into the lung after the injury; there were much more M2 macrophages than M1 macrophages in the lungs of bleomycin-treated mice; and M1 macrophages increased slightly, whereas M2 macrophages were significantly reduced after T3 treatment. T3 enhanced the resolution of pulmonary fibrosis by promoting the differentiation of Krt8+ transitional alveolar type II epithelial cells into alveolar type I epithelial cells and inhibiting fibroblast activation and extracellular matrix production potentially by regulation of Nr2f2. In addition, T3 regulated the crosstalk of macrophages with fibroblasts, and the Pros1-Axl signaling axis significantly facilitated the attenuation of fibrosis. The findings demonstrate that administration of a thyroid hormone promotes alveolar regeneration and resolves fibrosis mainly by regulation of the cellular state and cell-cell communication of alveolar epithelial cells, macrophages, and fibroblasts in mouse lungs in comprehensive ways.
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Affiliation(s)
- Lan Wang
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Zhongzheng Li
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Ruyan Wan
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Xin Pan
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Bin Li
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Huabin Zhao
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Juntang Yang
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Weiming Zhao
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Shenghui Wang
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Qiwen Wang
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Peishuo Yan
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Chi Ma
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
- School of Life Sciences, Fudan University, Shanghai, China; and
| | - Hongmei Yuan
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Mengxia Zhao
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
| | - Ivan Rosas
- Division of Pulmonary, Critical Care and Sleep Medicine, Baylor College of Medicine, Houston, Texas
| | - Chen Ding
- School of Life Sciences, Fudan University, Shanghai, China; and
| | - Baofa Sun
- College of Life Science, Nankai University, Tianjin, China
| | - Guoying Yu
- State Key Laboratory of Cell Differentiation and Regulation, and
- Henan International Joint Laboratory of Pulmonary Fibrosis, College of Life Science, Henan Normal University, Xinxiang, Henan, China
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19
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Voskamp AL, Tak T, Gerdes ML, Menafra R, Duijster E, Jochems SP, Kielbasa SM, Kormelink TG, Stam KA, van Hengel OR, de Jong NW, Hendriks RW, Kloet SL, Yazdanbakhsh M, de Jong EC, Gerth van Wijk R, Smits HH. Inflammatory and tolerogenic myeloid cells determine outcome following human allergen challenge. J Exp Med 2023; 220:e20221111. [PMID: 37428185 PMCID: PMC10333709 DOI: 10.1084/jem.20221111] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 03/08/2023] [Accepted: 06/14/2023] [Indexed: 07/11/2023] Open
Abstract
Innate mononuclear phagocytic system (MPS) cells preserve mucosal immune homeostasis. We investigated their role at nasal mucosa following allergen challenge with house dust mite. We combined single-cell proteome and transcriptome profiling on nasal immune cells from nasal biopsies cells from 30 allergic rhinitis and 27 non-allergic subjects before and after repeated nasal allergen challenge. Biopsies of patients showed infiltrating inflammatory HLA-DRhi/CD14+ and CD16+ monocytes and proallergic transcriptional changes in resident CD1C+/CD1A+ conventional dendritic cells (cDC)2 following challenge. In contrast, non-allergic individuals displayed distinct innate MPS responses to allergen challenge: predominant infiltration of myeloid-derived suppressor cells (MDSC: HLA-DRlow/CD14+ monocytes) and cDC2 expressing inhibitory/tolerogenic transcripts. These divergent patterns were confirmed in ex vivo stimulated MPS nasal biopsy cells. Thus, we identified not only MPS cell clusters involved in airway allergic inflammation but also highlight novel roles for non-inflammatory innate MPS responses by MDSC to allergens in non-allergic individuals. Future therapies should address MDSC activity as treatment for inflammatory airway diseases.
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Affiliation(s)
- Astrid L. Voskamp
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Tamar Tak
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Maarten L. Gerdes
- Department of Ear, Nose and Throat, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Roberta Menafra
- Leiden Genome Technology Center, Leiden University Medical Center, Leiden, Netherlands
| | - Ellen Duijster
- Department of Internal Medicine, Section Allergology and Clinical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Simon P. Jochems
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Szymon M. Kielbasa
- Department of Biomedical Data Sciences, Leiden University Medical Center, Leiden, Netherlands
| | - Tom Groot Kormelink
- Department of Exp Immunology, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Koen A. Stam
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | | | - Nicolette W. de Jong
- Department of Internal Medicine, Section Allergology and Clinical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Rudi W. Hendriks
- Department of Pulmonary Medicine, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Susan L. Kloet
- Leiden Genome Technology Center, Leiden University Medical Center, Leiden, Netherlands
| | - Maria Yazdanbakhsh
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
| | - Esther C. de Jong
- Department of Exp Immunology, Amsterdam University Medical Centers, Amsterdam, Netherlands
| | - Roy Gerth van Wijk
- Department of Internal Medicine, Section Allergology and Clinical Immunology, Erasmus University Medical Center, Rotterdam, Netherlands
| | - Hermelijn H. Smits
- Department of Parasitology, Leiden University Medical Center, Leiden, Netherlands
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20
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Du J, An ZJ, Huang ZF, Yang YC, Zhang MH, Fu XH, Shi WY, Hou J. Novel insights from spatial transcriptome analysis in solid tumors. Int J Biol Sci 2023; 19:4778-4792. [PMID: 37781515 PMCID: PMC10539699 DOI: 10.7150/ijbs.83098] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Accepted: 08/03/2023] [Indexed: 10/03/2023] Open
Abstract
Since its first application in 2016, spatial transcriptomics has become a rapidly evolving technology in recent years. Spatial transcriptomics enables transcriptomic data to be acquired from intact tissue sections and provides spatial distribution information and remedies the disadvantage of single-cell RNA sequencing (scRNA-seq), whose data lack spatially resolved information. Presently, spatial transcriptomics has been widely applied to various tissue types, especially for the study of tumor heterogeneity. In this review, we provide a summary of the research progress in utilizing spatial transcriptomics to investigate tumor heterogeneity and the microenvironment with a focus on solid tumors. We summarize the research breakthroughs in various fields and perspectives due to the application of spatial transcriptomics, including cell clustering and interaction, cellular metabolism, gene expression, immune cell programs and combination with other techniques. As a combination of multiple transcriptomics, single-cell multiomics shows its superiority and validity in single-cell analysis. We also discuss the application prospect of single-cell multiomics, and we believe that with the progress of data integration from various transcriptomics, a multilayered subcellular landscape will be revealed.
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Affiliation(s)
- Jun Du
- Department of Hematology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pujiang Road, Shanghai, 200127, China
| | - Zhi-Jie An
- School of Medicine, Shanghai Jiao Tong University, Shanghai, 200025, China
| | - Zou-Fang Huang
- Ganzhou Key Laboratory of Hematology, Department of Hematology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, Jiangxi, 341000, China
| | - Yu-Chen Yang
- School of Medicine, Shanghai Jiao Tong University, Shanghai, 200025, China
| | - Ming-Hui Zhang
- School of Medicine, Shanghai Jiao Tong University, Shanghai, 200025, China
| | - Xue-Hang Fu
- Department of Hematology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pujiang Road, Shanghai, 200127, China
| | - Wei-Yang Shi
- Ministry of Education Key Laboratory of Marine Genetics and Breeding, College of Marine Life Sciences, Ocean University of China, Qingdao 266003, China
| | - Jian Hou
- Department of Hematology, Renji Hospital, School of Medicine, Shanghai Jiao Tong University, 160 Pujiang Road, Shanghai, 200127, China
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21
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Zilbauer M, James KR, Kaur M, Pott S, Li Z, Burger A, Thiagarajah JR, Burclaff J, Jahnsen FL, Perrone F, Ross AD, Matteoli G, Stakenborg N, Sujino T, Moor A, Bartolome-Casado R, Bækkevold ES, Zhou R, Xie B, Lau KS, Din S, Magness ST, Yao Q, Beyaz S, Arends M, Denadai-Souza A, Coburn LA, Gaublomme JT, Baldock R, Papatheodorou I, Ordovas-Montanes J, Boeckxstaens G, Hupalowska A, Teichmann SA, Regev A, Xavier RJ, Simmons A, Snyder MP, Wilson KT. A Roadmap for the Human Gut Cell Atlas. Nat Rev Gastroenterol Hepatol 2023; 20:597-614. [PMID: 37258747 PMCID: PMC10527367 DOI: 10.1038/s41575-023-00784-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/14/2023] [Indexed: 06/02/2023]
Abstract
The number of studies investigating the human gastrointestinal tract using various single-cell profiling methods has increased substantially in the past few years. Although this increase provides a unique opportunity for the generation of the first comprehensive Human Gut Cell Atlas (HGCA), there remains a range of major challenges ahead. Above all, the ultimate success will largely depend on a structured and coordinated approach that aligns global efforts undertaken by a large number of research groups. In this Roadmap, we discuss a comprehensive forward-thinking direction for the generation of the HGCA on behalf of the Gut Biological Network of the Human Cell Atlas. Based on the consensus opinion of experts from across the globe, we outline the main requirements for the first complete HGCA by summarizing existing data sets and highlighting anatomical regions and/or tissues with limited coverage. We provide recommendations for future studies and discuss key methodologies and the importance of integrating the healthy gut atlas with related diseases and gut organoids. Importantly, we critically overview the computational tools available and provide recommendations to overcome key challenges.
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Affiliation(s)
- Matthias Zilbauer
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK.
- University Department of Paediatrics, University of Cambridge, Cambridge, UK.
- Department of Paediatric Gastroenterology, Hepatology and Nutrition, Cambridge University Hospitals, Cambridge, UK.
| | - Kylie R James
- Garvan Institute of Medical Research, Darlinghurst, NSW, Australia
- School of Biomedical Sciences, University of New South Wales, Sydney, NSW, Australia
| | - Mandeep Kaur
- School of Molecular and Cell Biology, University of the Witwatersrand, Johannesburg, South Africa
| | - Sebastian Pott
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Zhixin Li
- Dana-Farber Cancer Institute, Boston, MA, USA
| | - Albert Burger
- Department of Computer Science, Heriot-watt University, Edinburgh, UK
| | - Jay R Thiagarajah
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Joseph Burclaff
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University', Chapel Hill, NC, USA
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Frode L Jahnsen
- Department of Pathology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Francesca Perrone
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
- University Department of Paediatrics, University of Cambridge, Cambridge, UK
| | - Alexander D Ross
- Wellcome-MRC Cambridge Stem Cell Institute, University of Cambridge, Cambridge, UK
- University Department of Paediatrics, University of Cambridge, Cambridge, UK
- University Department of Medical Genetics, University of Cambridge, Cambridge, UK
| | - Gianluca Matteoli
- Translational Research Center for Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, Leuven, Belgium
| | - Nathalie Stakenborg
- Translational Research Center for Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, Leuven, Belgium
| | - Tomohisa Sujino
- Center for the Diagnostic and Therapeutic Endoscopy, School of Medicine, Keio University, Tokyo, Japan
| | - Andreas Moor
- Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland
| | - Raquel Bartolome-Casado
- Department of Pathology, Oslo University Hospital and University of Oslo, Oslo, Norway
- Wellcome Sanger Institute, Hinxton, UK
| | - Espen S Bækkevold
- Department of Pathology, Oslo University Hospital and University of Oslo, Oslo, Norway
| | - Ran Zhou
- Section of Genetic Medicine, Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Bingqing Xie
- Department of Medicine, University of Chicago, Chicago, IL, USA
| | - Ken S Lau
- Epithelial Biology Center and Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN, USA
| | - Shahida Din
- Edinburgh IBD Unit, Western General Hospital, NHS Lothian, Edinburgh, UK
| | - Scott T Magness
- Joint Department of Biomedical Engineering, University of North Carolina at Chapel Hill and North Carolina State University', Chapel Hill, NC, USA
- Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Qiuming Yao
- Department of Computer Science and Engineering, University of Nebraska Lincoln, Lincoln, NE, USA
| | - Semir Beyaz
- Cold Spring Harbour Laboratory, Cold Spring Harbour, New York, NY, USA
| | - Mark Arends
- Division of Pathology, Centre for Comparative Pathology, Cancer Research UK Edinburgh Centre, Institute of Cancer and Genetics, University of Edinburgh, Edinburgh, UK
| | - Alexandre Denadai-Souza
- Laboratory of Mucosal Biology, Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, Leuven, Belgium
| | - Lori A Coburn
- Vanderbilt University Medical Center, Nashville, TN, USA
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA
| | | | | | - Irene Papatheodorou
- European Molecular Biology Laboratory, European Bioinformatics Institute, EMBL-EBI, Wellcome Genome Campus, Hinxton, UK
| | - Jose Ordovas-Montanes
- Division of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Guy Boeckxstaens
- Translational Research Center for Gastrointestinal Disorders (TARGID), Department of Chronic Diseases, Metabolism and Ageing, KU Leuven, Leuven, Belgium
| | | | - Sarah A Teichmann
- Wellcome Sanger Institute, Hinxton, UK
- Theory of Condensed Matter Group, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge, UK
| | - Aviv Regev
- Genentech, San Francisco, CA, USA
- Klarman Cell Observatory, Broad Institute of Harvard and MIT, Cambridge, MA, USA
| | - Ramnik J Xavier
- Broad Institute and Department of Molecular Biology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Alison Simmons
- MRC Human Immunology Unit, MRC Weatherall Institute of Molecular Medicine, University of Oxford, Oxford, UK
| | | | - Keith T Wilson
- Vanderbilt University Medical Center, Nashville, TN, USA
- Veterans Affairs Tennessee Valley Healthcare System, Nashville, TN, USA
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22
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Ray A, Kale SL, Ramonell RP. Bridging the Gap between Innate and Adaptive Immunity in the Lung: Summary of the Aspen Lung Conference 2022. Am J Respir Cell Mol Biol 2023; 69:266-280. [PMID: 37043828 PMCID: PMC10503303 DOI: 10.1165/rcmb.2023-0057ws] [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: 02/16/2023] [Accepted: 04/12/2023] [Indexed: 04/14/2023] Open
Abstract
Although significant strides have been made in the understanding of pulmonary immunology, much work remains to be done to comprehensively explain coordinated immune responses in the lung. The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic only served to highlight the inadequacy of current models of host-pathogen interactions and reinforced the need for current and future generations of immunologists to unravel complex biological questions. As part of that effort, the 64th Annual Thomas L. Petty Aspen Lung Conference was themed "Bridging the Gap between Innate and Adaptive Immunity in the Lung" and featured exciting work from renowned immunologists. This report summarizes the proceedings of the 2022 Aspen Lung Conference, which was convened to discuss the roles played by innate and adaptive immunity in disease pathogenesis, evaluate the interface between the innate and adaptive immune responses, assess the role of adaptive immunity in the development of autoimmunity and autoimmune lung disease, discuss lessons learned from immunologic cancer treatments and approaches, and define new paradigms to harness the immune system to prevent and treat lung diseases.
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Affiliation(s)
- Anuradha Ray
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
- Department of Immunology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | - Sagar L. Kale
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
| | - Richard P. Ramonell
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, and
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23
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Wang X, Zhang J, Wu Y, Xu Y, Zheng J. SIgA in various pulmonary diseases. Eur J Med Res 2023; 28:299. [PMID: 37635240 PMCID: PMC10464380 DOI: 10.1186/s40001-023-01282-5] [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: 12/03/2022] [Accepted: 08/12/2023] [Indexed: 08/29/2023] Open
Abstract
Secretory immunoglobulin A (SIgA) is one of the most abundant immunoglobulin subtypes among mucosa, which plays an indispensable role in the first-line protection against invading pathogens and antigens. Therefore, the role of respiratory SIgA in respiratory mucosal immune diseases has attracted more and more attention. Although the role of SIgA in intestinal mucosal immunity has been widely studied, the cell types responsible for SIgA and the interactions between cells are still unclear. Here, we conducted a wide search of relevant studies and sorted out the relationship between SIgA and some pulmonary diseases (COPD, asthma, tuberculosis, idiopathic pulmonary fibrosis, COVID-19, lung cancer), which found SIgA is involved in the pathogenesis and progression of various lung diseases, intending to provide new ideas for the prevention, diagnosis, and treatment of related lung diseases.
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Affiliation(s)
- Xintian Wang
- Department of Respiratory Medicine, Affiliated Hospital of Jiangsu University, No. 438, Jiefang Road, Jingkou District, Zhenjiang, Jiangsu China
| | - Jun Zhang
- Department of Respiratory and Critical Care Medicine, Aoyang Hospital Affiliated to Jiangsu University, No. 279, Jingang Avenue, Zhangjiagang, Suzhou, Jiangsu China
| | - Yan Wu
- Department of Respiratory Medicine, Affiliated Hospital of Jiangsu University, No. 438, Jiefang Road, Jingkou District, Zhenjiang, Jiangsu China
| | - Yuncong Xu
- Department of Respiratory Medicine, Affiliated Hospital of Jiangsu University, No. 438, Jiefang Road, Jingkou District, Zhenjiang, Jiangsu China
| | - Jinxu Zheng
- Department of Respiratory Medicine, Affiliated Hospital of Jiangsu University, No. 438, Jiefang Road, Jingkou District, Zhenjiang, Jiangsu China
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24
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Rezaeeyan H, Nobakht M Gh BF, Arabfard M. A computational approach for the identification of key genes and biological pathways of chronic lung diseases: a systems biology approach. BMC Med Genomics 2023; 16:159. [PMID: 37422662 PMCID: PMC10329352 DOI: 10.1186/s12920-023-01596-7] [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] [Received: 04/03/2023] [Accepted: 06/30/2023] [Indexed: 07/10/2023] Open
Abstract
BACKGROUND Chronic lung diseases are characterized by impaired lung function. Given that many diseases have shared clinical symptoms and pathogenesis, identifying shared pathogenesis can help the design of preventive and therapeutic strategies. This study aimed to evaluate the proteins and pathways of chronic obstructive pulmonary disease (COPD), asthma, idiopathic pulmonary fibrosis (IPF), and mustard lung disease (MLD). METHODS AND RESULTS After collecting the data and determining the gene list of each disease, gene expression changes were examined in comparison to healthy individuals. Protein-protein interaction (PPI) and pathway enrichment analysis were used to evaluate genes and shared pathways of the four diseases. There were 22 shared genes, including ACTB, AHSG, ALB, APO, A1, APO C3, FTH1, GAPDH, GC, GSTP1, HP, HSPB1, IGKC, KRT10, KRT9, LCN1, PSMA2, RBP4, 100A8, S100A9, TF, and UBE2N. The major biological pathways in which these genes are involved are inflammatory pathways. Some of these genes activate different pathways in each disease, leading to the induction or inhibition of inflammation. CONCLUSION Identification of the genes and shared pathways of diseases can contribute to identifying pathogenesis pathways and designing preventive and therapeutic strategies.
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Affiliation(s)
- Hadi Rezaeeyan
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - B Fatemeh Nobakht M Gh
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran
| | - Masoud Arabfard
- Chemical Injuries Research Center, Systems Biology and Poisonings Institute, Baqiyatallah University of Medical Sciences, Tehran, Iran.
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25
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Boyeau P, Regier J, Gayoso A, Jordan MI, Lopez R, Yosef N. An empirical Bayes method for differential expression analysis of single cells with deep generative models. Proc Natl Acad Sci U S A 2023; 120:e2209124120. [PMID: 37192164 PMCID: PMC10214125 DOI: 10.1073/pnas.2209124120] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 01/23/2023] [Indexed: 05/18/2023] Open
Abstract
Detecting differentially expressed genes is important for characterizing subpopulations of cells. In scRNA-seq data, however, nuisance variation due to technical factors like sequencing depth and RNA capture efficiency obscures the underlying biological signal. Deep generative models have been extensively applied to scRNA-seq data, with a special focus on embedding cells into a low-dimensional latent space and correcting for batch effects. However, little attention has been paid to the problem of utilizing the uncertainty from the deep generative model for differential expression (DE). Furthermore, the existing approaches do not allow for controlling for effect size or the false discovery rate (FDR). Here, we present lvm-DE, a generic Bayesian approach for performing DE predictions from a fitted deep generative model, while controlling the FDR. We apply the lvm-DE framework to scVI and scSphere, two deep generative models. The resulting approaches outperform state-of-the-art methods at estimating the log fold change in gene expression levels as well as detecting differentially expressed genes between subpopulations of cells.
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Affiliation(s)
- Pierre Boyeau
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA74720
| | - Jeffrey Regier
- Department of Statistics, University of Michigan, Ann Arbor, MI48109
| | - Adam Gayoso
- Center for Computational Biology, University of California, Berkeley, CA94720
| | - Michael I. Jordan
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA74720
- Center for Computational Biology, University of California, Berkeley, CA94720
- Department of Statistics, University of California, Berkeley, CA94720
| | - Romain Lopez
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA74720
| | - Nir Yosef
- Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA74720
- Center for Computational Biology, University of California, Berkeley, CA94720
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot76100, Israel
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26
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Meng X, Cui G, Peng G. Lung development and regeneration: newly defined cell types and progenitor status. CELL REGENERATION (LONDON, ENGLAND) 2023; 12:5. [PMID: 37009950 PMCID: PMC10068224 DOI: 10.1186/s13619-022-00149-0] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 11/05/2022] [Indexed: 06/19/2023]
Abstract
The lung is the most critical organ of the respiratory system supporting gas exchange. Constant interaction with the external environment makes the lung vulnerable to injury. Thus, a deeper understanding of cellular and molecular processes underlying lung development programs and evaluation of progenitor status within the lung is an essential part of lung regenerative medicine. In this review, we aim to discuss the current understanding of lung development process and regenerative capability. We highlight the advances brought by multi-omics approaches, single-cell transcriptome, in particular, that can help us further dissect the cellular player and molecular signaling underlying those processes.
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Affiliation(s)
- Xiaogao Meng
- Center for Cell Lineage and Development, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, Guangdong, China
- Life Science and Medicine, University of Science and Technology of China, Hefei, 230026, Anhui, China
| | - Guizhong Cui
- School of Basic Medical Sciences, Guangzhou Laboratory, Guangzhou Medical University, Guangzhou, 510005, China.
| | - Guangdun Peng
- Center for Cell Lineage and Development, Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou, 510530, Guangdong, China.
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27
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Knudsen L, Hummel B, Wrede C, Zimmermann R, Perlman CE, Smith BJ. Acinar micromechanics in health and lung injury: what we have learned from quantitative morphology. Front Physiol 2023; 14:1142221. [PMID: 37025383 PMCID: PMC10070844 DOI: 10.3389/fphys.2023.1142221] [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: 01/11/2023] [Accepted: 03/09/2023] [Indexed: 04/08/2023] Open
Abstract
Within the pulmonary acini ventilation and blood perfusion are brought together on a huge surface area separated by a very thin blood-gas barrier of tissue components to allow efficient gas exchange. During ventilation pulmonary acini are cyclically subjected to deformations which become manifest in changes of the dimensions of both alveolar and ductal airspaces as well as the interalveolar septa, composed of a dense capillary network and the delicate tissue layer forming the blood-gas barrier. These ventilation-related changes are referred to as micromechanics. In lung diseases, abnormalities in acinar micromechanics can be linked with injurious stresses and strains acting on the blood-gas barrier. The mechanisms by which interalveolar septa and the blood-gas barrier adapt to an increase in alveolar volume have been suggested to include unfolding, stretching, or changes in shape other than stretching and unfolding. Folding results in the formation of pleats in which alveolar epithelium is not exposed to air and parts of the blood-gas barrier are folded on each other. The opening of a collapsed alveolus (recruitment) can be considered as an extreme variant of septal wall unfolding. Alveolar recruitment can be detected with imaging techniques which achieve light microscopic resolution. Unfolding of pleats and stretching of the blood-gas barrier, however, require electron microscopic resolution to identify the basement membrane. While stretching results in an increase of the area of the basement membrane, unfolding of pleats and shape changes do not. Real time visualization of these processes, however, is currently not possible. In this review we provide an overview of septal wall micromechanics with focus on unfolding/folding as well as stretching. At the same time we provide a state-of-the-art design-based stereology methodology to quantify microarchitecture of alveoli and interalveolar septa based on different imaging techniques and design-based stereology.
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Affiliation(s)
- Lars Knudsen
- Institute of Functional and Applied Anatomy, Hannover Medical School, Hannover, Germany
- Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Centre for Lung Research (DZL), Hannover, Germany
| | - Benjamin Hummel
- Institute of Functional and Applied Anatomy, Hannover Medical School, Hannover, Germany
| | - Christoph Wrede
- Institute of Functional and Applied Anatomy, Hannover Medical School, Hannover, Germany
- Research Core Unit Electron Microscopy, Hannover Medical School, Hannover, Germany
| | - Richard Zimmermann
- Institute of Functional and Applied Anatomy, Hannover Medical School, Hannover, Germany
| | - Carrie E Perlman
- Department of Biomedical Engineering, Stevens Institute of Technology, Hoboken, NJ, United States
| | - Bradford J Smith
- Department of Bioengineering, College of Engineering Design and Computing, University of Colorado Denver | Anschutz Medical Campus, Aurora, CO, United States
- Department of Pediatric Pulmonary and Sleep Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, Aurora, CO, United States
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28
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Cho HJ, Chung YW, Moon S, Seo JH, Kang M, Nam JS, Lee SN, Kim CH, Choi AMK, Yoon JH. IL-4 drastically decreases deuterosomal and multiciliated cells via alteration in progenitor cell differentiation. Allergy 2023. [PMID: 36883528 DOI: 10.1111/all.15705] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 01/11/2023] [Accepted: 01/26/2023] [Indexed: 03/09/2023]
Abstract
BACKGROUND Allergic inflammation affects the epithelial cell populations resulting in goblet cell hyperplasia and decreased ciliated cells. Recent advances in single-cell RNA sequencing (scRNAseq) have enabled the identification of new cell subtypes and genomic features of single cells. In this study, we aimed to investigate the effect of allergic inflammation in nasal epithelial cell transcriptomes at the single-cell level. METHODS We performed scRNAseq in cultured primary human nasal epithelial (HNE) cells and in vivo nasal epithelium. The transcriptomic features and epithelial cell subtypes were determined under IL-4 stimulation, and cell-specific marker genes and proteins were identified. RESULTS We confirmed that cultured HNE cells were similar to in vivo epithelial cells through scRNAseq. Cell-specific marker genes were utilized to cluster the cell subtypes, and FOXJ1+ -ciliated cells were sub-classified into multiciliated and deuterosomal cells. PLK4 and CDC20B were specific for deuterosomal cells, and SNTN, CPASL, and GSTA2 were specific for multiciliated cells. IL-4 altered the proportions of cell subtypes, resulting in a decrease in multiciliated cells and loss of deuterosomal cells. The trajectory analysis revealed deuterosomal cells as precursor cells of multiciliated cells and deuterosomal cells function as a bridge between club and multiciliated cells. A decrease in deuterosomal cell marker genes was observed in nasal tissue samples with type 2 inflammation. CONCLUSION The effects of IL-4 appear to be mediated through the loss of the deuterosomal population, resulting in the reduction in multiciliated cells. This study also newly suggests cell-specific markers that might be pivotal for investigating respiratory inflammatory diseases.
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Affiliation(s)
- Hyung-Ju Cho
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea.,The Airway Mucus Institute, Yonsei University College of Medicine, Seoul, South Korea
| | - Youn Wook Chung
- Global Research Laboratory for Allergic Airway Disease, Yonsei University College of Medicine, Seoul, South Korea
| | - Sungmin Moon
- Global Research Laboratory for Allergic Airway Disease, Yonsei University College of Medicine, Seoul, South Korea
| | - Ju Hee Seo
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea
| | - Miran Kang
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea
| | - Jae Sung Nam
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea
| | - Sang-Nam Lee
- Global Research Laboratory for Allergic Airway Disease, Yonsei University College of Medicine, Seoul, South Korea
| | - Chang-Hoon Kim
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea.,The Airway Mucus Institute, Yonsei University College of Medicine, Seoul, South Korea
| | - Augustine M K Choi
- Joan and Sanford I. Weill Department of Medicine, Weill Cornell Medical College and New York-Presbyterian Hospital, New York, New York, USA
| | - Joo-Heon Yoon
- Department of Otorhinolaryngology, Yonsei University College of Medicine, Seoul, South Korea.,The Airway Mucus Institute, Yonsei University College of Medicine, Seoul, South Korea.,Global Research Laboratory for Allergic Airway Disease, Yonsei University College of Medicine, Seoul, South Korea
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29
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Dall’Olio L, Bolognesi M, Borghesi S, Cattoretti G, Castellani G. BRAQUE: Bayesian Reduction for Amplified Quantization in UMAP Embedding. ENTROPY (BASEL, SWITZERLAND) 2023; 25:e25020354. [PMID: 36832720 PMCID: PMC9955093 DOI: 10.3390/e25020354] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Revised: 02/01/2023] [Accepted: 02/10/2023] [Indexed: 06/09/2023]
Abstract
Single-cell biology has revolutionized the way we understand biological processes. In this paper, we provide a more tailored approach to clustering and analyzing spatial single-cell data coming from immunofluorescence imaging techniques. We propose Bayesian Reduction for Amplified Quantization in UMAP Embedding (BRAQUE) as an integrative novel approach, from data preprocessing to phenotype classification. BRAQUE starts with an innovative preprocessing, named Lognormal Shrinkage, which is able to enhance input fragmentation by fitting a lognormal mixture model and shrink each component towards its median, in order to help further the clustering step in finding more separated and clear clusters. Then, BRAQUE's pipeline consists of a dimensionality reduction step performed using UMAP, and a clustering performed using HDBSCAN on UMAP embedding. In the end, clusters are assigned to a cell type by experts, using effects size measures to rank markers and identify characterizing markers (Tier 1), and possibly characterize markers (Tier 2). The number of total cell types in one lymph node detectable with these technologies is unknown and difficult to predict or estimate. Therefore, with BRAQUE, we achieved a higher granularity than other similar algorithms such as PhenoGraph, following the idea that merging similar clusters is easier than splitting unclear ones into clear subclusters.
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Affiliation(s)
- Lorenzo Dall’Olio
- Department of Physics and Astronomy, University of Bologna, 40127 Bologna, Italy
| | - Maddalena Bolognesi
- Department of Medicine and Surgery, University of Milano Bicocca, 20900 Monza, Italy
| | - Simone Borghesi
- Department of Mathematics and Applications, University of Milano Bicocca, 20126 Milan, Italy
| | - Giorgio Cattoretti
- Department of Medicine and Surgery, University of Milano Bicocca, 20900 Monza, Italy
| | - Gastone Castellani
- Department of Experimental, Diagnostic and Specialty Medicine, University of Bologna, 40127 Bologna, Italy
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30
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Yu F, Liu F, Liang X, Duan L, Li Q, Pan G, Ma C, Liu M, Li M, Wang P, Zhao X. iPSC-Derived Airway Epithelial Cells: Progress, Promise, and Challenges. Stem Cells 2023; 41:1-10. [PMID: 36190736 DOI: 10.1093/stmcls/sxac074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2022] [Accepted: 09/14/2022] [Indexed: 02/02/2023]
Abstract
Induced pluripotent stem cells (iPSCs) generated from somatic cell sources are pluripotent and capable of indefinite expansion in vitro. They provide an unlimited source of cells that can be differentiated into lung progenitor cells for potential clinical use in pulmonary regenerative medicine. This review gives a comprehensive overview of recent progress toward the use of iPSCs to generate proximal and distal airway epithelial cells and mix lung organoids. Furthermore, their potential applications and future challenges for the field are discussed, with a focus on the technological hurdles that must be cleared before stem cell therapeutics can be used for clinical treatment.
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Affiliation(s)
- Fenggang Yu
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Fei Liu
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Xiaohua Liang
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Linwei Duan
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Qiongqiong Li
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Ge Pan
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Chengyao Ma
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Minmin Liu
- Life Sciences Institute, Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Mingyue Li
- Yinfeng Biological Group, Ltd., Jinan, Shandong Province, People's Republic of China
| | - Peng Wang
- Guangxi Yinfeng Stem Cell Engineering Technology Co., Ltd., Yufeng, Liuzhou, Guangxi Province, People's Republic of China
| | - Xuening Zhao
- Department of Otolaryngology Head and Neck Surgery, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, People's Republic of China
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31
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Leibel SL, McVicar RN, Murad R, Kwong EM, Clark AE, Alvarado A, Grimmig BA, Nuryyev R, Young RE, Lee JC, Peng W, Zhu YP, Griffis E, Nowell CJ, Liu K, James B, Alarcon S, Malhotra A, Gearing LJ, Hertzog PJ, Galapate CM, Galenkamp KM, Commisso C, Smith DM, Sun X, Carlin AF, Croker BA, Snyder EY. The lung employs an intrinsic surfactant-mediated inflammatory response for viral defense. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.01.26.525578. [PMID: 36747824 PMCID: PMC9900938 DOI: 10.1101/2023.01.26.525578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Severe Acute Respiratory Syndrome Coronavirus-2 (SARS-CoV-2) causes an acute respiratory distress syndrome (ARDS) that resembles surfactant deficient RDS. Using a novel multi-cell type, human induced pluripotent stem cell (hiPSC)-derived lung organoid (LO) system, validated against primary lung cells, we found that inflammatory cytokine/chemokine production and interferon (IFN) responses are dynamically regulated autonomously within the lung following SARS-CoV-2 infection, an intrinsic defense mechanism mediated by surfactant proteins (SP). Single cell RNA sequencing revealed broad infectability of most lung cell types through canonical (ACE2) and non-canonical (endocytotic) viral entry routes. SARS-CoV-2 triggers rapid apoptosis, impairing viral dissemination. In the absence of surfactant protein B (SP-B), resistance to infection was impaired and cytokine/chemokine production and IFN responses were modulated. Exogenous surfactant, recombinant SP-B, or genomic correction of the SP-B deletion restored resistance to SARS-CoV-2 and improved viability.
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32
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Yamano S, Takeda T, Goto Y, Hirai S, Furukawa Y, Kikuchi Y, Misumi K, Suzuki M, Takanobu K, Senoh H, Saito M, Kondo H, Kobashi Y, Okamoto K, Kishimoto T, Umeda Y. Mechanisms of pulmonary disease in F344 rats after workplace-relevant inhalation exposure to cross-linked water-soluble acrylic acid polymers. Respir Res 2023; 24:47. [PMID: 36782232 PMCID: PMC9926550 DOI: 10.1186/s12931-023-02355-z] [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: 08/24/2022] [Accepted: 02/01/2023] [Indexed: 02/15/2023] Open
Abstract
BACKGROUND Recently in Japan, six workers at a chemical plant that manufactures resins developed interstitial lung diseases after being involved in loading and packing cross-linked water-soluble acrylic acid polymers (CWAAPs). The present study focused on assessing lung damage in rats caused by workplace-relevant inhalation exposure to CWAAP and investigated the molecular and cellular mechanisms involved in lung lesion development. METHODS Using a whole-body inhalation exposure system, male F344 rats were exposed once to 40 or 100 mg/m3 of CWAAP-A for 4 h or to 15 or 40 mg/m3 of CWAAP-A for 4 h per day once per week for 2 months (9 exposures). In a separate set of experiments, male F344 rats were administered 1 mg/kg CWAAP-A or CWAAP-B by intratracheal instillation once every 2 weeks for 2 months (5 doses). Lung tissues, mediastinal lymph nodes, and bronchoalveolar lavage fluid were collected and subjected to biological and histopathological analyses. RESULTS A single 4-h exposure to CWAAP-A caused alveolar injury, and repeated exposures resulted in regenerative changes in the alveolar epithelium with activation of TGFβ signaling. During the recovery period after the last exposure, some alveolar lesions were partially healed, but other lesions developed into alveolitis with fibrous thickening of the alveolar septum. Rats administered CWAAP-A by intratracheal instillation developed qualitatively similar pulmonary pathology as rats exposed to CWAAP-A by inhalation. At 2 weeks after intratracheal instillation, rats administered CWAAP-B appeared to have a slightly higher degree of lung lesions compared to rats administered CWAAP-A, however, there was no difference in pulmonary lesions in the CWAAP-A and CWAAP-B exposed rats examined 18 weeks after administration of these materials. CONCLUSIONS The present study reports our findings on the cellular and molecular mechanisms of pulmonary disease in rats after workplace-relevant inhalation exposure to CWAAP-A. This study also demonstrates that the lung pathogenesis of rats exposed to CWAAP-A by systemic inhalation was qualitatively similar to that of rats administered CWAAP-A by intratracheal instillation.
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Affiliation(s)
- Shotaro Yamano
- Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa, 257-0015, Japan.
| | - Tomoki Takeda
- Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa, 257-0015, Japan.
| | - Yuko Goto
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Shigeyuki Hirai
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Yusuke Furukawa
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Yoshinori Kikuchi
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Kyohei Misumi
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Masaaki Suzuki
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Kenji Takanobu
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Hideki Senoh
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Misae Saito
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Hitomi Kondo
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
| | - Yoichiro Kobashi
- grid.416952.d0000 0004 0378 4277Department of Pathology, Tenri Hospital, Tenri, Nara 632-8552 Japan
| | - Kenzo Okamoto
- grid.505713.50000 0000 8626 1412Department of Pathology, Hokkaido Chuo Rosai Hospital, Japan Organization of Occupational Health and Safety, Iwamizawa, Hokkaido 068-0004 Japan
| | - Takumi Kishimoto
- Director of Research and Training Center for Asbestos-Related Diseases, Okayama, Okayama 702-8055 Japan
| | - Yumi Umeda
- grid.505713.50000 0000 8626 1412Japan Bioassay Research Center, Japan Organization of Occupational Health and Safety, Hadano, Kanagawa 257-0015 Japan
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33
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Spatial atlas reveals insight into lung immunity. Nat Genet 2023; 55:10-11. [PMID: 36609699 DOI: 10.1038/s41588-022-01244-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
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Rothen-Rutishauser B, Gibb M, He R, Petri-Fink A, Sayes CM. Human lung cell models to study aerosol delivery - considerations for model design and development. Eur J Pharm Sci 2023; 180:106337. [PMID: 36410570 DOI: 10.1016/j.ejps.2022.106337] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 11/16/2022] [Accepted: 11/17/2022] [Indexed: 11/23/2022]
Abstract
Human lung tissue models range from simple monolayer cultures to more advanced three-dimensional co-cultures. Each model system can address the interactions of different types of aerosols and the choice of the model and the mode of aerosol exposure depends on the relevant scenario, such as adverse outcomes and endpoints of interest. This review focuses on the functional, as well as structural, aspects of lung tissue from the upper airway to the distal alveolar compartments as this information is relevant for the design of a model as well as how the aerosol properties determine the interfacial properties with the respiratory wall. The most important aspects on how to design lung models are summarized with a focus on (i) choice of appropriate scaffold, (ii) selection of cell types for healthy and diseased lung models, (iii) use of culture condition and assembly, (iv) aerosol exposure methods, and (v) endpoints and verification process. Finally, remaining challenges and future directions in this field are discussed.
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Affiliation(s)
- Barbara Rothen-Rutishauser
- BioNanomaterials, Adolphe Merkle Institute, University Fribourg, Chemin des Verdiers 4 CH-1700, Fribourg, Switzerland.
| | - Matthew Gibb
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798-7266, USA
| | - Ruiwen He
- BioNanomaterials, Adolphe Merkle Institute, University Fribourg, Chemin des Verdiers 4 CH-1700, Fribourg, Switzerland
| | - Alke Petri-Fink
- BioNanomaterials, Adolphe Merkle Institute, University Fribourg, Chemin des Verdiers 4 CH-1700, Fribourg, Switzerland
| | - Christie M Sayes
- Department of Environmental Science, Baylor University, One Bear Place #97266, Waco, TX 76798-7266, USA.
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Madissoon E, Oliver AJ, Kleshchevnikov V, Wilbrey-Clark A, Polanski K, Richoz N, Ribeiro Orsi A, Mamanova L, Bolt L, Elmentaite R, Pett JP, Huang N, Xu C, He P, Dabrowska M, Pritchard S, Tuck L, Prigmore E, Perera S, Knights A, Oszlanczi A, Hunter A, Vieira SF, Patel M, Lindeboom RGH, Campos LS, Matsuo K, Nakayama T, Yoshida M, Worlock KB, Nikolić MZ, Georgakopoulos N, Mahbubani KT, Saeb-Parsy K, Bayraktar OA, Clatworthy MR, Stegle O, Kumasaka N, Teichmann SA, Meyer KB. A spatially resolved atlas of the human lung characterizes a gland-associated immune niche. Nat Genet 2023; 55:66-77. [PMID: 36543915 PMCID: PMC9839452 DOI: 10.1038/s41588-022-01243-4] [Citation(s) in RCA: 38] [Impact Index Per Article: 38.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Accepted: 10/25/2022] [Indexed: 12/24/2022]
Abstract
Single-cell transcriptomics has allowed unprecedented resolution of cell types/states in the human lung, but their spatial context is less well defined. To (re)define tissue architecture of lung and airways, we profiled five proximal-to-distal locations of healthy human lungs in depth using multi-omic single cell/nuclei and spatial transcriptomics (queryable at lungcellatlas.org ). Using computational data integration and analysis, we extend beyond the suspension cell paradigm and discover macro and micro-anatomical tissue compartments including previously unannotated cell types in the epithelial, vascular, stromal and nerve bundle micro-environments. We identify and implicate peribronchial fibroblasts in lung disease. Importantly, we discover and validate a survival niche for IgA plasma cells in the airway submucosal glands (SMG). We show that gland epithelial cells recruit B cells and IgA plasma cells, and promote longevity and antibody secretion locally through expression of CCL28, APRIL and IL-6. This new 'gland-associated immune niche' has implications for respiratory health.
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Affiliation(s)
- Elo Madissoon
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Cambridge, UK
| | - Amanda J Oliver
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | | | | | - Nathan Richoz
- Molecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Francis Crick Ave, Cambridge, UK
| | - Ana Ribeiro Orsi
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Department of Genetics and Evolutionary Biology, Institute of Biosciences, University of São Paulo, São Paulo, Brazil
| | - Lira Mamanova
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Liam Bolt
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Rasa Elmentaite
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - J Patrick Pett
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Ni Huang
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Chuan Xu
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Peng He
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Cambridge, UK
| | - Monika Dabrowska
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sophie Pritchard
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Liz Tuck
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Elena Prigmore
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Shani Perera
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Andrew Knights
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Agnes Oszlanczi
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Adam Hunter
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Sara F Vieira
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | - Minal Patel
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | - Lia S Campos
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
| | | | | | - Masahiro Yoshida
- UCL Respiratory, Division of Medicine, University College London Hospitals NHS Foundation Trust, London, UK
| | - Kaylee B Worlock
- UCL Respiratory, Division of Medicine, University College London Hospitals NHS Foundation Trust, London, UK
| | - Marko Z Nikolić
- UCL Respiratory, Division of Medicine, University College London Hospitals NHS Foundation Trust, London, UK
| | - Nikitas Georgakopoulos
- Department of Surgery, University of Cambridge, and Cambridge NIHR Biomedical Research Centre, Cambridge, UK
| | - Krishnaa T Mahbubani
- Department of Surgery, University of Cambridge, and Cambridge NIHR Biomedical Research Centre, Cambridge, UK
| | - Kourosh Saeb-Parsy
- Department of Surgery, University of Cambridge, and Cambridge NIHR Biomedical Research Centre, Cambridge, UK
| | | | - Menna R Clatworthy
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- Molecular Immunity Unit, University of Cambridge Department of Medicine, MRC Laboratory of Molecular Biology, Francis Crick Ave, Cambridge, UK
| | - Oliver Stegle
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK
- European Molecular Biology Laboratory (EMBL), Heidelberg, Germany
- Deutsches Krebsforschungszentrum (DKFZ), Heidelberg, Germany
| | | | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
- Theory of Condensed Matter, Cavendish Laboratory/Department of Physics, University of Cambridge, Cambridge, UK.
| | - Kerstin B Meyer
- Wellcome Sanger Institute, Wellcome Genome Campus, Cambridge, UK.
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36
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van der Staal A, Göhring J, Ohradanova-Repic A, Kramer M, Donner C, Zech A, Idzko M, Stockinger H. Immune cell profiles and patient clustering in complex cases of interstitial lung disease. Immunol Lett 2023; 253:30-40. [PMID: 36608905 DOI: 10.1016/j.imlet.2023.01.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2022] [Revised: 12/23/2022] [Accepted: 01/02/2023] [Indexed: 01/09/2023]
Abstract
Interstitial lung disease comprises numerous clinical entities posing significant challenges towards a prompt and accurate diagnosis. Amongst the contributing factors are intricate pathophysiological mechanisms, an overlap between conditions, and interobserver disagreement. We developed a model for patient clustering offering an additional approach to such complex clinical cases. The model is based on surface phenotyping of over 40 markers on immune cells isolated from bronchoalveolar lavage in combination with clinical data. Based on the marker expression pattern we constructed an individual immune cell profile, then merged these to create a global profile encompassing various pathologies. The contribution of each participant to the global profile was assessed through dimensionality reduction tools and the ensuing similarity between samples was calculated. Our model enables two approaches. First, assessing the immune cell population landscape similarity between patients within a diagnostic group allows rapid identification of divergent profiles, which is particularly helpful for cases with uncertain diagnoses. Second, sample clustering is based exclusively on the calculated similarity of the immune cell profiles, thereby removing physician bias and relying on cellular nearest neighbors.
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Affiliation(s)
- Alexandra van der Staal
- Medical University of Vienna, Center for Pathophysiology, Infectiology and Immunology, Institute for Hygiene and Applied Immunology, Vienna, Austria
| | - Janett Göhring
- Medical University of Vienna, Center for Pathophysiology, Infectiology and Immunology, Institute for Hygiene and Applied Immunology, Vienna, Austria
| | - Anna Ohradanova-Repic
- Medical University of Vienna, Center for Pathophysiology, Infectiology and Immunology, Institute for Hygiene and Applied Immunology, Vienna, Austria
| | - Markus Kramer
- Medical University of Vienna, Division of Pulmonology, Department of Medicine II, Vienna General Hospital, Vienna, Austria
| | - Clemens Donner
- Medical University of Vienna, Center for Pathophysiology, Infectiology and Immunology, Institute for Hygiene and Applied Immunology, Vienna, Austria
| | - Andreas Zech
- Medical University of Vienna, Division of Pulmonology, Department of Medicine II, Vienna General Hospital, Vienna, Austria
| | - Marco Idzko
- Medical University of Vienna, Division of Pulmonology, Department of Medicine II, Vienna General Hospital, Vienna, Austria
| | - Hannes Stockinger
- Medical University of Vienna, Center for Pathophysiology, Infectiology and Immunology, Institute for Hygiene and Applied Immunology, Vienna, Austria.
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Crossen AJ, Ward RA, Reedy JL, Surve MV, Klein BS, Rajagopal J, Vyas JM. Human Airway Epithelium Responses to Invasive Fungal Infections: A Critical Partner in Innate Immunity. J Fungi (Basel) 2022; 9:40. [PMID: 36675861 PMCID: PMC9862202 DOI: 10.3390/jof9010040] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 12/09/2022] [Accepted: 12/26/2022] [Indexed: 12/29/2022] Open
Abstract
The lung epithelial lining serves as the primary barrier to inhaled environmental toxins, allergens, and invading pathogens. Pulmonary fungal infections are devastating and carry high mortality rates, particularly in those with compromised immune systems. While opportunistic fungi infect primarily immunocompromised individuals, endemic fungi cause disease in immune competent and compromised individuals. Unfortunately, in the case of inhaled fungal pathogens, the airway epithelial host response is vastly understudied. Furthering our lack of understanding, very few studies utilize primary human models displaying pseudostratified layers of various epithelial cell types at air-liquid interface. In this review, we focus on the diversity of the human airway epithelium and discuss the advantages and disadvantages of oncological cell lines, immortalized epithelial cells, and primary epithelial cell models. Additionally, the responses by human respiratory epithelial cells to invading fungal pathogens will be explored. Future investigations leveraging current human in vitro model systems will enable identification of the critical pathways that will inform the development of novel vaccines and therapeutics for pulmonary fungal infections.
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Affiliation(s)
- Arianne J. Crossen
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Rebecca A. Ward
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Jennifer L. Reedy
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
| | - Manalee V. Surve
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Bruce S. Klein
- Department of Pediatrics, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706, USA
- Department of Medicine, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706, USA
- Department of Medical Microbiology and Immunology, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI 53706, USA
| | - Jayaraj Rajagopal
- Center for Regenerative Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
- Division of Pulmonary and Critical Care Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA 02114, USA
- Harvard Stem Cell Institute, Cambridge, MA 02138, USA
- Klarman Cell Observatory, Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, MA 02142, USA
| | - Jatin M. Vyas
- Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA 02114, USA
- Department of Medicine, Harvard Medical School, Boston, MA 02115, USA
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38
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Mccauley KB, Kukreja K, Jaffe AB, Klein AM. A map of signaling responses in the human airway epithelium. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2022:2022.12.21.521460. [PMID: 36597531 PMCID: PMC9810218 DOI: 10.1101/2022.12.21.521460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Receptor-mediated signaling plays a central role in tissue regeneration, and it is dysregulated in disease. Here, we build a signaling-response map for a model regenerative human tissue: the airway epithelium. We analyzed the effect of 17 receptor-mediated signaling pathways on organotypic cultures to determine changes in abundance and phenotype of all epithelial cell types. This map recapitulates the gamut of known airway epithelial signaling responses to these pathways. It defines convergent states induced by multiple ligands and diverse, ligand-specific responses in basal-cell and secretory-cell metaplasia. We show that loss of canonical differentiation induced by multiple pathways is associated with cell cycle arrest, but that arrest is not sufficient to block differentiation. Using the signaling-response map, we show that a TGFB1-mediated response underlies specific aberrant cells found in multiple lung diseases and identify interferon responses in COVID-19 patient samples. Thus, we offer a framework enabling systematic evaluation of tissue signaling responses.
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Affiliation(s)
- Katherine B Mccauley
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
- Disease Area X, Respiratory Therapeutic Area, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
| | - Kalki Kukreja
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
| | - Aron B Jaffe
- Disease Area X, Respiratory Therapeutic Area, Novartis Institutes for BioMedical Research, Cambridge, MA, USA
- Current address: Chroma Medicine, Boston, MA, USA
| | - Allon M Klein
- Department of Systems Biology, Harvard Medical School, Boston, MA, USA
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39
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Pohl ST, Prada ML, Espinet E, Jurkowska R. Practical Considerations for Complex Tissue Dissociation for Single-Cell Transcriptomics. Methods Mol Biol 2022; 2584:371-387. [PMID: 36495461 DOI: 10.1007/978-1-0716-2756-3_19] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Single-cell and single-nucleus RNA sequencing have revolutionized biomedical research, allowing analysis of complex tissues, identification of novel cell types, and mapping of development as well as disease states. Successful application of this technology critically relies on the dissociation of solid organs and tissues into high-quality single-cell (or nuclei) suspensions.In this chapter, we examine several key aspects of the tissue handling workflow that need to be considered when establishing an efficient tissue processing protocol for single-cell RNA sequencing (scRNA-seq). These include tissue collection, transport, and storage, as well as the choice of the dissociation conditions. We emphasize the importance of the tissue quality check and discuss the advantages (and potential limitations) of tissue cryopreservation. We provide practical tips and considerations on each of the steps of the processing workflow, and comment on how to maximize cell viability and integrity, which are critical for obtaining high-quality single-cell transcriptomic data.
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Affiliation(s)
- Stephanie T Pohl
- Division of Biomedicine, School of Biosciences, Cardiff University, Cardiff, UK
| | - Maria Llamazares Prada
- Division of Cancer Epigenomics, German Cancer Research Center (DKFZ) and Translational Lung Research Center, Heidelberg, Germany
| | - Elisa Espinet
- Anatomy Unit, Department of Pathology and Experimental Therapy, School of Medicine, University of Barcelona (UB), L'Hospitalet de Llobregat, Barcelona, Spain
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40
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Humbert MV, Spalluto CM, Bell J, Blume C, Conforti F, Davies ER, Dean LSN, Elkington P, Haitchi HM, Jackson C, Jones MG, Loxham M, Lucas JS, Morgan H, Polak M, Staples KJ, Swindle EJ, Tezera L, Watson A, Wilkinson TMA. Towards an artificial human lung: modelling organ-like complexity to aid mechanistic understanding. Eur Respir J 2022; 60:2200455. [PMID: 35777774 DOI: 10.1183/13993003.00455-2022] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 06/11/2022] [Indexed: 11/05/2022]
Abstract
Respiratory diseases account for over 5 million deaths yearly and are a huge burden to healthcare systems worldwide. Murine models have been of paramount importance to decode human lung biology in vivo, but their genetic, anatomical, physiological and immunological differences with humans significantly hamper successful translation of research into clinical practice. Thus, to clearly understand human lung physiology, development, homeostasis and mechanistic dysregulation that may lead to disease, it is essential to develop models that accurately recreate the extraordinary complexity of the human pulmonary architecture and biology. Recent advances in micro-engineering technology and tissue engineering have allowed the development of more sophisticated models intending to bridge the gap between the native lung and its replicates in vitro Alongside advanced culture techniques, remarkable technological growth in downstream analyses has significantly increased the predictive power of human biology-based in vitro models by allowing capture and quantification of complex signals. Refined integrated multi-omics readouts could lead to an acceleration of the translational pipeline from in vitro experimental settings to drug development and clinical testing in the future. This review highlights the range and complexity of state-of-the-art lung models for different areas of the respiratory system, from nasal to large airways, small airways and alveoli, with consideration of various aspects of disease states and their potential applications, including pre-clinical drug testing. We explore how development of optimised physiologically relevant in vitro human lung models could accelerate the identification of novel therapeutics with increased potential to translate successfully from the bench to the patient's bedside.
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Affiliation(s)
- Maria Victoria Humbert
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Cosma Mirella Spalluto
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- M.V. Humbert and C.M. Spalluto are co-first authors and contributed equally to this work
| | - Joseph Bell
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Cornelia Blume
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
- School of Human Development and Health, Faculty of Medicine, University of Southampton, Southampton, UK
| | - Franco Conforti
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Elizabeth R Davies
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Biological Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, UK
| | - Lareb S N Dean
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Paul Elkington
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Hans Michael Haitchi
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Claire Jackson
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Mark G Jones
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Matthew Loxham
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Jane S Lucas
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Hywel Morgan
- Institute for Life Sciences, University of Southampton, Southampton, UK
- Electronics and Computer Science, Faculty of Physical Sciences and Engineering, University of Southampton, Southampton, UK
| | - Marta Polak
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Karl J Staples
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
| | - Emily J Swindle
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- Institute for Life Sciences, University of Southampton, Southampton, UK
| | - Liku Tezera
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- Department of Infection and Immunity, Faculty of Medicine, University College London, London, UK
| | - Alastair Watson
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
- College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
- School of Clinical Medicine, University of Cambridge, Cambridge, UK
- Department of Medicine, University of Cambridge, Cambridge, UK
| | - Tom M A Wilkinson
- School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, UK
- NIHR Southampton Biomedical Research Centre, University Hospital Southampton, Southampton, UK
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41
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Rood JE, Maartens A, Hupalowska A, Teichmann SA, Regev A. Impact of the Human Cell Atlas on medicine. Nat Med 2022; 28:2486-2496. [PMID: 36482102 DOI: 10.1038/s41591-022-02104-7] [Citation(s) in RCA: 47] [Impact Index Per Article: 23.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/24/2022] [Accepted: 10/24/2022] [Indexed: 12/13/2022]
Abstract
Single-cell atlases promise to provide a 'missing link' between genes, diseases and therapies. By identifying the specific cell types, states, programs and contexts where disease-implicated genes act, we will understand the mechanisms of disease at the cellular and tissue levels and can use this understanding to develop powerful disease diagnostics; identify promising new drug targets; predict their efficacy, toxicity and resistance mechanisms; and empower new kinds of therapies, from cancer therapies to regenerative medicine. Here, we lay out a vision for the potential of cell atlases to impact the future of medicine, and describe how advances over the past decade have begun to realize this potential in common complex diseases, infectious diseases (including COVID-19), rare diseases and cancer.
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Affiliation(s)
| | - Aidan Maartens
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK
| | | | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton, Cambridge, UK.
- Theory of Condensed Matter, Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge, UK.
| | - Aviv Regev
- Genentech, South San Francisco, CA, USA.
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42
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Zhang T, Zhang J, Lv C, Li H, Song X. Senescent AECⅡ and the implication for idiopathic pulmonary fibrosis treatment. Front Pharmacol 2022; 13:1059434. [PMID: 36457712 PMCID: PMC9705785 DOI: 10.3389/fphar.2022.1059434] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2022] [Accepted: 11/01/2022] [Indexed: 07/21/2023] Open
Abstract
Idiopathic pulmonary fibrosis (IPF) is a chronic and lethal lung disease with limited treatment options. The onset of IPF increases with age, indicating that aging is a major risk factor for IPF. Among the hallmarks of aging, cellular senescence is the primordial driver and primary etiological factor for tissue and organ aging, and an independent risk factor for the progression of IPF. In this review, we focus on the senescence of alveolar type II epithelial cells (AECIIs) and systematically summarize abnormal changes in signal pathways and biological process and implications of senescent AECIIs during IPF progression. Meanwhile, we objectively analyze current medications targeting the elimination of senescent cells or restoration of vitality such as senolytics, senomorphics, autophagy regulators, and stem cell therapy. Finally, we dialectically discuss the feasibility and limitation of targeting senescent AECIIs for IPF treatment. We hope that the understanding will provide new insights to the development of senescent AECII-based approaches for the prevention and mitigation of IPF.
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Affiliation(s)
- Tingwei Zhang
- Department of Respiratory and Critical Care Medicine, Binzhou Medical University Hospital, Binzhou Medical University, Binzhou, China
| | - Jinjin Zhang
- Department of Cellular and Genetic Medicine, School of Pharmaceutical Sciences, Binzhou Medical University, Yantai, China
| | - Changjun Lv
- Department of Respiratory and Critical Care Medicine, Binzhou Medical University Hospital, Binzhou Medical University, Binzhou, China
| | - Hongbo Li
- Department of Respiratory and Critical Care Medicine, Binzhou Medical University Hospital, Binzhou Medical University, Binzhou, China
| | - Xiaodong Song
- Department of Cellular and Genetic Medicine, School of Pharmaceutical Sciences, Binzhou Medical University, Yantai, China
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43
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Crnkovic S, Valzano F, Fließer E, Gindlhuber J, Thekkekara Puthenparampil H, Basil M, Morley MP, Katzen J, Gschwandtner E, Klepetko W, Cantu E, Wolinski H, Olschewski H, Lindenmann J, Zhao YY, Morrisey EE, Marsh LM, Kwapiszewska G. Single-cell transcriptomics reveals skewed cellular communication and phenotypic shift in pulmonary artery remodeling. JCI Insight 2022; 7:153471. [PMID: 36099047 PMCID: PMC9714792 DOI: 10.1172/jci.insight.153471] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 09/12/2022] [Indexed: 02/04/2023] Open
Abstract
A central feature of progressive vascular remodeling is altered smooth muscle cell (SMC) homeostasis; however, the understanding of how different cell populations contribute to this process is limited. Here, we utilized single-cell RNA sequencing to provide insight into cellular composition changes within isolated pulmonary arteries (PAs) from pulmonary arterial hypertension and donor lungs. Our results revealed that remodeling skewed the balanced communication network between immune and structural cells, in particular SMCs. Comparative analysis with murine PAs showed that human PAs harbored heterogeneous SMC populations with an abundant intermediary cluster displaying a gradient transition between SMCs and adventitial fibroblasts. Transcriptionally distinct SMC populations were enriched in specific biological processes and could be differentiated into 4 major clusters: oxygen sensing (enriched in pericytes), contractile, synthetic, and fibroblast-like. End-stage remodeling was associated with phenotypic shift of preexisting SMC populations and accumulation of synthetic SMCs in neointima. Distinctly regulated genes in clusters built nonredundant regulatory hubs encompassing stress response and differentiation regulators. The current study provides a blueprint of cellular and molecular changes on a single-cell level that are defining the pathological vascular remodeling process.
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Affiliation(s)
- Slaven Crnkovic
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Division of Physiology & Pathophysiology, Otto Loewi Research Center and
| | - Francesco Valzano
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
| | - Elisabeth Fließer
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria
| | - Jürgen Gindlhuber
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Diagnostic and Research Institute of Pathology, Diagnostic and Research Center of Molecular BioMedicine, Medical University of Graz, Graz, Austria
| | | | - Maria Basil
- Penn Center for Pulmonary Biology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Mike P. Morley
- Penn Center for Pulmonary Biology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Jeremy Katzen
- Penn Center for Pulmonary Biology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Elisabeth Gschwandtner
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Department of Thoracic Surgery, Medical University of Vienna, Vienna, Austria
| | - Walter Klepetko
- Department of Thoracic Surgery, Medical University of Vienna, Vienna, Austria
| | - Edward Cantu
- Department of Surgery, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Heimo Wolinski
- Institute of Molecular Biosciences and,Field of Excellence BioHealth, University of Graz, Graz, Austria
| | | | - Jörg Lindenmann
- Division of Thoracic and Hyperbaric Surgery, Department of Surgery, Medical University of Graz, Graz, Austria
| | - You-Yang Zhao
- Program for Lung and Vascular Biology, Section of Injury Repair and Regeneration, Stanley Manne Children’s Research Institute, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, USA.,Departments of Pediatrics, Pharmacology, and Medicine, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Edward E. Morrisey
- Penn Center for Pulmonary Biology, Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Leigh M. Marsh
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Division of Physiology & Pathophysiology, Otto Loewi Research Center and
| | - Grazyna Kwapiszewska
- Ludwig Boltzmann Institute for Lung Vascular Research, Graz, Austria.,Division of Physiology & Pathophysiology, Otto Loewi Research Center and,Institute of Lung Health, German Center for Lung Research (DZL), Giessen, Germany
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44
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Fang S, Chen B, Zhang Y, Sun H, Liu L, Liu S, Li Y, Xu X. Computational Approaches and Challenges in Spatial Transcriptomics. GENOMICS, PROTEOMICS & BIOINFORMATICS 2022:S1672-0229(22)00129-2. [PMID: 36252814 PMCID: PMC10372921 DOI: 10.1016/j.gpb.2022.10.001] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2022] [Revised: 09/08/2022] [Accepted: 10/09/2022] [Indexed: 01/19/2023]
Abstract
The development of spatial transcriptomics (ST) technologies has transformed genetic research from a single-cell data level to a two-dimensional spatial coordinate system and facilitated the study of the composition and function of various cell subsets in different environments and organs. The large-scale data generated by these ST technologies, which contain spatial gene expression information, have elicited the need for spatially resolved approaches to meet the requirements of computational and biological data interpretation. These requirements include dealing with the explosive growth of data to determine the cell-level and gene-level expression, correcting the inner batch effect and loss of expression to improve the data quality, conducting efficient interpretation and in-depth knowledge mining both at the single-cell and tissue-wide levels, and conducting multi-omics integration analysis to provide an extensible framework toward the in-depth understanding of biological processes. However, algorithms designed specifically for ST technologies to meet these requirements are still in their infancy. Here, we review computational approaches to these problems in light of corresponding issues and challenges, and present forward-looking insights into algorithm development.
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45
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Sage SE, Nicholson P, Peters LM, Leeb T, Jagannathan V, Gerber V. Single-cell gene expression analysis of cryopreserved equine bronchoalveolar cells. Front Immunol 2022; 13:929922. [PMID: 36105804 PMCID: PMC9467276 DOI: 10.3389/fimmu.2022.929922] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 08/08/2022] [Indexed: 12/21/2022] Open
Abstract
The transcriptomic profile of a cell population can now be studied at the cellular level using single-cell mRNA sequencing (scRNA-seq). This novel technique provides the unprecedented opportunity to explore the cellular composition of the bronchoalveolar lavage fluid (BALF) of the horse, a species for which cell type markers are poorly described. Here, scRNA-seq technology was applied to cryopreserved equine BALF cells. Analysis of 4,631 cells isolated from three asthmatic horses in remission identified 16 cell clusters belonging to six major cell types: monocytes/macrophages, T cells, B/plasma cells, dendritic cells, neutrophils and mast cells. Higher resolution analysis of the constituents of the major immune cell populations allowed deep annotation of monocytes/macrophages, T cells and B/plasma cells. A significantly higher lymphocyte/macrophage ratio was detected with scRNA-seq compared to conventional cytological differential cell count. For the first time in horses, we detected a transcriptomic signature consistent with monocyte-lymphocyte complexes. Our findings indicate that scRNA-seq technology is applicable to cryopreserved equine BALF cells, allowing the identification of its major (cytologically differentiated) populations as well as previously unexplored T cell and macrophage subpopulations. Single-cell gene expression analysis has the potential to facilitate understanding of the immunological mechanisms at play in respiratory disorders of the horse, such as equine asthma.
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Affiliation(s)
- Sophie E. Sage
- Swiss Institute of Equine Medicine, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland
- *Correspondence: Sophie E. Sage,
| | - Pamela Nicholson
- Next Generation Sequencing Platform, University of Bern, Bern, Switzerland
| | - Laureen M. Peters
- Clinical Diagnostic Laboratory, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Tosso Leeb
- Next Generation Sequencing Platform, University of Bern, Bern, Switzerland
- Institute of Genetics, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Vidhya Jagannathan
- Institute of Genetics, Vetsuisse Faculty, University of Bern, Bern, Switzerland
| | - Vinzenz Gerber
- Swiss Institute of Equine Medicine, Department of Clinical Veterinary Medicine, Vetsuisse Faculty, University of Bern, Bern, Switzerland
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46
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Varankar SS, Cardoso EC, Lee JH. Ex situ-armus: experimental models for combating respiratory dysfunction. Curr Opin Genet Dev 2022; 75:101946. [PMID: 35810725 DOI: 10.1016/j.gde.2022.101946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2022] [Revised: 05/26/2022] [Accepted: 05/29/2022] [Indexed: 11/28/2022]
Abstract
Ex situ experimental models have become a main stay in pulmonary research. Organoids and explant systems have uncovered novel stem cell subsets, served as disease models, delineated cell fate transitions, and aided high throughput pre-clinical drug screening. Integration of gene-editing and bioengineering approaches have further generated novel avenues for regenerative medicine and transplantation strategies. In this article, we highlight recent studies, aided by ex situ systems, which have contributed to significant advances in our understanding of the human lower respiratory tract. We present key observations from these studies to gain improved insights into human disease. We conclude this article with a summary of existing challenges and potential technological advances to successfully mirror human tissue physiology.
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Affiliation(s)
- Sagar S Varankar
- Wellcome - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge CB2 0AW, UK
| | - Erik C Cardoso
- Wellcome - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge CB2 0AW, UK
| | - Joo-Hyeon Lee
- Wellcome - Medical Research Council Cambridge Stem Cell Institute, University of Cambridge, Jeffrey Cheah Biomedical Centre, Cambridge CB2 0AW, UK; Department of Physiology, Development and Neuroscience, University of Cambridge, Cambridge CB2 3EL, UK.
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47
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Germain A, Perotin JM, Delepine G, Polette M, Deslée G, Dormoy V. Whole-Exome Sequencing of Bronchial Epithelial Cells Reveals a Genetic Print of Airway Remodelling in COPD. Biomedicines 2022; 10:biomedicines10071714. [PMID: 35885019 PMCID: PMC9313052 DOI: 10.3390/biomedicines10071714] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/12/2022] [Accepted: 07/13/2022] [Indexed: 11/16/2022] Open
Abstract
The remodelling of the airways is a hallmark of chronic obstructive pulmonary disease, but it is highly heterogeneous and erratically distributed in the airways. To assess the genetic print of remodelling in chronic obstructive pulmonary disease (COPD), we performed a comparative whole-exome sequencing analysis on microdissected bronchial epithelia. Lung resections from four non-COPD and three COPD subjects (ex-smokers and current smokers) were formalin-fixed paraffin-embedded (FFPE). Non-remodelled and remodelled bronchial epithelia were isolated by laser microdissection. Genomic DNA was captured and sequenced. The comparative quantitative analysis identified a list of 109 genes as having variants in remodelled epithelia and 160 genes as having copy number alterations in remodelled epithelia, mainly in COPD patients. The functional analysis highlighted cilia-associated processes. Therefore, bronchial-remodelled epithelia appeared genetically more altered than non-remodelled epithelia. Characterizing the unique molecular print of airway remodelling in respiratory diseases may help uncover additional factors contributing to epithelial dysfunctions, ultimately providing additional targetable proteins to correct epithelial remodelling and improve lung function.
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Affiliation(s)
- Adeline Germain
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
| | - Jeanne-Marie Perotin
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
- Service de Pneumologie, CHU Reims, Hôpital Maison Blanche, 51092 Reims, France
| | - Gonzague Delepine
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
- Service de Chirurgie Thoracique, CHU Reims, Hôpital Maison Blanche, 51092 Reims, France
| | - Myriam Polette
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
- Laboratoire de Biopathologie, CHU Reims, Hôpital Maison Blanche, 51092 Reims, France
| | - Gaëtan Deslée
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
- Service de Pneumologie, CHU Reims, Hôpital Maison Blanche, 51092 Reims, France
| | - Valérian Dormoy
- Inserm, P3Cell UMR-S1250, Université de Reims Champagne-Ardenne, SFR CAP-SANTE, 51092 Reims, France; (A.G.); (J.-M.P.); (G.D.); (M.P.); (G.D.)
- Correspondence: ; Tel.: +33-(0)3-10-73-62-28
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48
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Justet A, Zhao AY, Kaminski N. From COVID to fibrosis: lessons from single-cell analyses of the human lung. Hum Genomics 2022; 16:20. [PMID: 35698166 PMCID: PMC9189802 DOI: 10.1186/s40246-022-00393-0] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Accepted: 05/26/2022] [Indexed: 01/12/2023] Open
Abstract
The increased resolution of single-cell RNA-sequencing technologies has led to major breakthroughs and improved our understanding of the normal and pathologic conditions of multiple tissues and organs. In the study of parenchymal lung disease, single-cell RNA-sequencing has better delineated known cell populations and identified novel cells and changes in cellular phenotypes and gene expression patterns associated with disease. In this review, we aim to highlight the advances and insights that have been made possible by applying these technologies to two seemingly very different lung diseases: fibrotic interstitial lung diseases, a group of relentlessly progressive lung diseases leading to pulmonary fibrosis, and COVID-19 pneumonia, an acute viral disease with life-threatening complications, including pulmonary fibrosis. We discuss changes in cell populations and gene expression, highlighting potential common features, such as alveolar cell epithelial injury and aberrant repair and monocyte-derived macrophage populations, as well as relevance and implications to mechanisms of disease and future directions.
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Affiliation(s)
- Aurelien Justet
- grid.47100.320000000419368710Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT USA
- grid.460771.30000 0004 1785 9671Service de Pneumologie, Centre de Competences de Maladies Pulmonaires Rares, CHU de Caen UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP CYCERON, Normandie University, 14000 Caen, France
| | - Amy Y. Zhao
- grid.47100.320000000419368710Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT USA
- grid.47100.320000000419368710Yale University School of Medicine, New Haven, CT USA
- grid.47100.320000000419368710Department of Genetics, Yale University School of Medicine, New Haven, CT USA
| | - Naftali Kaminski
- grid.47100.320000000419368710Section of Pulmonary, Critical Care, and Sleep Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, CT USA
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49
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Uthaya Kumar DB, Motakis E, Yurieva M, Kohar V, Martinek J, Wu TC, Khoury J, Grassmann J, Lu M, Palucka K, Kaminski N, Koff JL, Williams A. Bronchial epithelium epithelial-mesenchymal plasticity forms aberrant basaloid-like cells in vitro. Am J Physiol Lung Cell Mol Physiol 2022; 322:L822-L841. [PMID: 35438006 PMCID: PMC9142163 DOI: 10.1152/ajplung.00254.2021] [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: 06/14/2021] [Revised: 04/03/2022] [Accepted: 04/13/2022] [Indexed: 11/22/2022] Open
Abstract
Although epithelial-mesenchymal transition (EMT) is a common feature of fibrotic lung disease, its role in fibrogenesis is controversial. Recently, aberrant basaloid cells were identified in fibrotic lung tissue as a novel epithelial cell type displaying a partial EMT phenotype. The developmental origin of these cells remains unknown. To elucidate the role of EMT in the development of aberrant basaloid cells from the bronchial epithelium, we mapped EMT-induced transcriptional changes at the population and single-cell levels. Human bronchial epithelial cells grown as submerged or air-liquid interface (ALI) cultures with or without EMT induction were analyzed by bulk and single-cell RNA-Sequencing. Comparison of submerged and ALI cultures revealed differential expression of 8,247 protein coding (PC) and 1,621 long noncoding RNA (lncRNA) genes and revealed epithelial cell-type-specific lncRNAs. Similarly, EMT induction in ALI cultures resulted in robust transcriptional reprogramming of 6,020 PC and 907 lncRNA genes. Although there was no evidence for fibroblast/myofibroblast conversion following EMT induction, cells displayed a partial EMT gene signature and an aberrant basaloid-like cell phenotype. The substantial transcriptional differences between submerged and ALI cultures highlight that care must be taken when interpreting data from submerged cultures. This work supports that lung epithelial EMT does not generate fibroblasts/myofibroblasts and confirms ALI cultures provide a physiologically relevant system to study aberrant basaloid-like cells and mechanisms of EMT. We provide a catalog of PC and lncRNA genes and an interactive browser (https://bronc-epi-in-vitro.cells.ucsc.edu/) of single-cell RNA-Seq data for further exploration of potential roles in the lung epithelium in health and lung disease.
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Affiliation(s)
- Dinesh Babu Uthaya Kumar
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
- Department of Genetics and Genome Sciences, University of Connecticut Health Center, Farmington, Connecticut
| | - Efthymios Motakis
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Marina Yurieva
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | | | - Jan Martinek
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Te-Chia Wu
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Johad Khoury
- Section of Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Jessica Grassmann
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
| | - Mingyang Lu
- Department of Bioengineering, Northeastern University, Boston, Massachusetts
- Center for Theoretical Biological Physics, Northeastern University, Boston, Massachusetts
| | - Karolina Palucka
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
- Department of Genetics and Genome Sciences, University of Connecticut Health Center, Farmington, Connecticut
| | - Naftali Kaminski
- Section of Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Jonathan L Koff
- Section of Pulmonary, Critical Care and Sleep Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Adam Williams
- The Jackson Laboratory for Genomic Medicine, Farmington, Connecticut
- Department of Genetics and Genome Sciences, University of Connecticut Health Center, Farmington, Connecticut
- Division of Allergy and Immunology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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50
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Moshkelgosha S, Duong A, Wilson G, Andrews T, Berra G, Renaud-Picard B, Liu M, Keshavjee S, MacParland S, Yeung J, Martinu T, Juvet S. Interferon-stimulated and metallothionein-expressing macrophages are associated with acute and chronic allograft dysfunction after lung transplantation. J Heart Lung Transplant 2022; 41:1556-1569. [DOI: 10.1016/j.healun.2022.05.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Revised: 05/09/2022] [Accepted: 05/09/2022] [Indexed: 12/27/2022] Open
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