151
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Wang X, Xu G, Liu X, Liu Y, Zhang S, Zhang Z. Multiomics: unraveling the panoramic landscapes of SARS-CoV-2 infection. Cell Mol Immunol 2021; 18:2313-2324. [PMID: 34471261 PMCID: PMC8408367 DOI: 10.1038/s41423-021-00754-0] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 07/30/2021] [Indexed: 02/07/2023] Open
Abstract
In response to emerging infectious diseases, such as the recent pandemic of coronavirus disease 2019 (COVID-19) caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), it is critical to quickly identify and understand responsible pathogens, risk factors, host immune responses, and pathogenic mechanisms at both the molecular and cellular levels. The recent development of multiomic technologies, including genomics, proteomics, metabolomics, and single-cell transcriptomics, has enabled a fast and panoramic grasp of the pathogen and the disease. Here, we systematically reviewed the major advances in the virology, immunology, and pathogenic mechanisms of SARS-CoV-2 infection that have been achieved via multiomic technologies. Based on well-established cohorts, omics-based methods can greatly enhance the mechanistic understanding of diseases, contributing to the development of new diagnostics, drugs, and vaccines for emerging infectious diseases, such as COVID-19.
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Affiliation(s)
- Xin Wang
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Gang Xu
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Xiaoju Liu
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Yang Liu
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China
| | - Shuye Zhang
- Shanghai Public Health Clinical Center, Fudan University, Shanghai, China.
| | - Zheng Zhang
- Institute for Hepatology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine, Southern University of Science and Technology, Shenzhen, Guangdong Province, China.
- Shenzhen Research Center for Communicable Disease Diagnosis and Treatment of Chinese Academy of Medical Science, Shenzhen, Guangdong Province, China.
- Guangdong Key Laboratory for Anti-infection Drug Quality Evaluation, Shenzhen, Guangdong Province, China.
- Shenzhen Bay Laboratory, Shenzhen, Guangdong Province, China.
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152
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Ziegler CGK, Miao VN, Owings AH, Navia AW, Tang Y, Bromley JD, Lotfy P, Sloan M, Laird H, Williams HB, George M, Drake RS, Christian T, Parker A, Sindel CB, Burger MW, Pride Y, Hasan M, Abraham GE, Senitko M, Robinson TO, Shalek AK, Glover SC, Horwitz BH, Ordovas-Montanes J. Impaired local intrinsic immunity to SARS-CoV-2 infection in severe COVID-19. Cell 2021; 184:4713-4733.e22. [PMID: 34352228 PMCID: PMC8299217 DOI: 10.1016/j.cell.2021.07.023] [Citation(s) in RCA: 216] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Revised: 05/24/2021] [Accepted: 07/14/2021] [Indexed: 02/08/2023]
Abstract
SARS-CoV-2 infection can cause severe respiratory COVID-19. However, many individuals present with isolated upper respiratory symptoms, suggesting potential to constrain viral pathology to the nasopharynx. Which cells SARS-CoV-2 primarily targets and how infection influences the respiratory epithelium remains incompletely understood. We performed scRNA-seq on nasopharyngeal swabs from 58 healthy and COVID-19 participants. During COVID-19, we observe expansion of secretory, loss of ciliated, and epithelial cell repopulation via deuterosomal cell expansion. In mild and moderate COVID-19, epithelial cells express anti-viral/interferon-responsive genes, while cells in severe COVID-19 have muted anti-viral responses despite equivalent viral loads. SARS-CoV-2 RNA+ host-target cells are highly heterogenous, including developing ciliated, interferon-responsive ciliated, AZGP1high goblet, and KRT13+ "hillock"-like cells, and we identify genes associated with susceptibility, resistance, or infection response. Our study defines protective and detrimental responses to SARS-CoV-2, the direct viral targets of infection, and suggests that failed nasal epithelial anti-viral immunity may underlie and precede severe COVID-19.
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Affiliation(s)
- Carly G K Ziegler
- Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Harvard Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Vincent N Miao
- Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Anna H Owings
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Andrew W Navia
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Ying Tang
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children's Hospital, Boston, MA 02115, USA
| | - Joshua D Bromley
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Microbiology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Peter Lotfy
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Division of Gastroenterology, Hepatology, and Nutrition, Boston Children's Hospital, Boston, MA 02115, USA
| | - Meredith Sloan
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Hannah Laird
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Haley B Williams
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Micayla George
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Riley S Drake
- Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Taylor Christian
- Department of Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Adam Parker
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Campbell B Sindel
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Molly W Burger
- Obstetrics and Gynecology, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Yilianys Pride
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Mohammad Hasan
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - George E Abraham
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Michal Senitko
- Division of Pulmonary, Critical Care, and Sleep Medicine, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Tanya O Robinson
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA
| | - Alex K Shalek
- Program in Health Sciences & Technology, Harvard Medical School & MIT, Boston, MA 02115, USA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA; Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Harvard Graduate Program in Biophysics, Harvard University, Cambridge, MA 02138, USA; Institute for Medical Engineering & Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Department of Chemistry, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA; Program in Immunology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA.
| | - Sarah C Glover
- Division of Digestive Diseases, University of Mississippi Medical Center, Jackson, MS 39216, USA.
| | - Bruce H Horwitz
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children's Hospital, Boston, MA 02115, USA; Division of Emergency Medicine, Boston Children's Hospital, Boston, MA 02115, USA; Program in Immunology, Harvard Medical School, Boston, MA 02115, USA.
| | - Jose Ordovas-Montanes
- Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA; Division of Gastroenterology, Hepatology, and Nutrition, Boston Children's Hospital, Boston, MA 02115, USA; Program in Immunology, Harvard Medical School, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA.
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153
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Deguchi A, Yamamoto T, Shibata N, Maru Y. S100A8 may govern hyper-inflammation in severe COVID-19. FASEB J 2021; 35:e21798. [PMID: 34339064 PMCID: PMC8441709 DOI: 10.1096/fj.202101013] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2021] [Accepted: 06/30/2021] [Indexed: 01/08/2023]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic threatens human species with mortality rate of roughly 2%. We can hardly predict the time of herd immunity against and end of COVID-19 with or without success of vaccine. One way to overcome the situation is to define what delineates disease severity and serves as a molecular target. The most successful analogy is found in BCR-ABL in chronic myeloid leukemia, which is the golden biomarker, and simultaneously, the most effective molecular target. We hypothesize that S100 calcium-binding protein A8 (S100A8) is one such molecule. The underlying evidence includes accumulating clinical information that S100A8 is upregulated in severe forms of COVID-19, pathological similarities of the affected lungs between COVID-19 and S100A8-induced acute respiratory distress syndrome (ARDS) model, homeostatic inflammation theory in which S100A8 is an endogenous ligand for endotoxin sensor Toll-like receptor 4/Myeloid differentiation protein-2 (TLR4/MD-2) and mediates hyper-inflammation even after elimination of endotoxin-producing extrinsic pathogens, analogous findings between COVID-19-associated ARDS and pre-metastatic lungs such as S100A8 upregulation, pulmonary recruitment of myeloid cells, increased vascular permeability, and activation coagulation cascade. A successful treatment in an animal COVID-19 model is given with a reagent capable of abrogating interaction between S100A8/S100A9 and TLR4. In this paper, we try to verify our hypothesis that S100A8 governs COVID-19-associated ARDS.
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Affiliation(s)
- Atsuko Deguchi
- Department of PharmacologyTokyo Women's Medical UniversityTokyoJapan
| | - Tomoko Yamamoto
- Division of Pathological NeuroscienceDepartment of PathologyTokyo Women's Medical UniversityTokyoJapan
| | - Noriyuki Shibata
- Division of Pathological NeuroscienceDepartment of PathologyTokyo Women's Medical UniversityTokyoJapan
| | - Yoshiro Maru
- Department of PharmacologyTokyo Women's Medical UniversityTokyoJapan
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154
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Abstract
BACKGROUND As with other inflammatory diseases, the (dry) cough in COVID-19 patients indicates that mucociliary clearance (MCC) is at least at risk, if not overloaded, damaged or largely inoperable. Coughing is an important secondary mechanism that only takes over bronchial cleansing as a replacement if the MCC has failed. METHOD The review article describes the physiology and pathophysiology of MCC and its possible role in the pathogenesis of COVID-19. RESULTS AND CONCLUSIONS Human and animal studies as well as autopsy reports indicate that MCC could also be important for the COVID-19 pathogenesis. In primary care, MCC plays a major role in inflammatory respiratory diseases. In Germany, drugs for self-medication are approved for treatment and, due to the high quality of studies, are also recommended in the respective guidelines. A symptomatic approach to stabilize the airway barrier would also be conceivable in the early outpatient phase of COVID-19.
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Affiliation(s)
- Thomas Wittig
- Leiter Medizin & Klinische Forschung G. Pohl-Boskamp GmbH & Co KG, Arzt für Allgemeinmedizin, Kieler Straße 11, 25551, Hohenlockstedt, Germany.
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155
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Mick E, Tsitsiklis A, Spottiswoode N, Caldera S, Serpa PH, Detweiler AM, Neff N, Pisco AO, Li LM, Retallack H, Ratnasiri K, Williamson KM, Soesanto V, Simões EAF, Kistler A, Wagner BD, DeRisi JL, Ambroggio L, Mourani PM, Langelier CR. Upper airway gene expression reveals a more robust innate and adaptive immune response to SARS-CoV-2 in children compared with older adults. RESEARCH SQUARE 2021:rs.3.rs-784784. [PMID: 34462739 PMCID: PMC8404906 DOI: 10.21203/rs.3.rs-784784/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/23/2023]
Abstract
Unlike other respiratory viruses, SARS-CoV-2 disproportionately causes severe disease in older adults and only rarely in children. To investigate whether differences in the upper airway immune response could contribute to this disparity, we compared nasopharyngeal gene expression in 83 children (<19-years-old; 38 with SARS-CoV-2, 11 with other respiratory viruses, 34 with no virus) and 154 adults (>40-years-old; 45 with SARS-CoV-2, 28 with other respiratory viruses, 81 with no virus). Expression of interferon-stimulated genes (ISGs) was robustly activated in both children and adults with SARS-CoV-2 compared to the respective non-viral groups, with only relatively subtle distinctions. Children, however, demonstrated markedly greater upregulation of pathways related to B cell and T cell activation and proinflammatory cytokine signaling, including TNF, IFNγ, IL-2 and IL-4 production. Cell type deconvolution confirmed greater recruitment of B cells, and to a lesser degree macrophages, to the upper airway of children. Only children exhibited a decrease in proportions of ciliated cells, the primary target of SARS-CoV-2, upon infection with the virus. These findings demonstrate that children elicit a more robust innate and adaptive immune response to SARS-CoV-2 infection in the upper airway that likely contributes to their protection from severe disease in the lower airway.
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Affiliation(s)
- Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Alexandra Tsitsiklis
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Natasha Spottiswoode
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
| | - Saharai Caldera
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Paula Hayakawa Serpa
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Norma Neff
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | | | - Lucy M. Li
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Hanna Retallack
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | | | - Kayla M. Williamson
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Victoria Soesanto
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
| | - Eric A. F. Simões
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Amy Kistler
- Chan Zuckerberg Biohub, San Francisco, CA, USA
| | - Brandie D. Wagner
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado, Aurora, CO, USA
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Joseph L. DeRisi
- Chan Zuckerberg Biohub, San Francisco, CA, USA
- Department of Biochemistry and Biophysics, University of California, San Francisco, CA, USA
| | - Lilliam Ambroggio
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Peter M. Mourani
- Department of Pediatrics, Children’s Hospital Colorado and University of Colorado, Aurora, CO, USA
| | - Charles R. Langelier
- Division of Infectious Diseases, University of California, San Francisco, CA, USA
- Chan Zuckerberg Biohub, San Francisco, CA, USA
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156
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Bridges JP, Vladar EK, Huang H, Mason RJ. Respiratory epithelial cell responses to SARS-CoV-2 in COVID-19. Thorax 2021; 77:203-209. [PMID: 34404754 DOI: 10.1136/thoraxjnl-2021-217561] [Citation(s) in RCA: 106] [Impact Index Per Article: 26.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 07/09/2021] [Indexed: 12/24/2022]
Abstract
COVID-19 has different clinical stages, and effective therapy depends on the location and extent of the infection. The purpose of this review is to provide a background for understanding the progression of the disease throughout the pulmonary epithelium and discuss therapeutic options. The prime sites for infection that will be contrasted in this review are the conducting airways and the gas exchange portions of the lung. These two sites are characterised by distinct cellular composition and innate immune responses, which suggests the use of distinct therapeutic agents. In the nose, ciliated cells are the primary target cells for SARS-CoV-2 viral infection, replication and release. Infected cells shed their cilia, which disables mucociliary clearance. Evidence further points to a suppressed or incompletely activated innate immune response to SARS-CoV-2 infection in the upper airways. Asymptomatic individuals can still have a productive viral infection and infect others. In the gas exchange portion of the lung, the alveolar type II epithelial cell is the main target cell type. Cell death and marked innate immune response during infection likely contribute to alveolar damage and resultant acute respiratory distress syndrome. Alveolar infection can precipitate a hyperinflammatory state, which is the target of many therapies in severe COVID-19. Disease resolution in the lung is variable and may include scaring and long-term sequalae because the alveolar type II cells are also progenitor cells for the alveolar epithelium.
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Affiliation(s)
- James P Bridges
- Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, National Jewish Health, Denver, Colorado, USA .,Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Eszter K Vladar
- Department of Medicine, Division of Pulmonary Sciences and Critical Care Medicine and Department of Cell and Developmental Biology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Hua Huang
- Department of Immunology and Genomic Medicine, National Jewish Health, Denver, Colorado, USA
| | - Robert J Mason
- Department of Medicine, Division of Pulmonary, Critical Care and Sleep Medicine, National Jewish Health, Denver, Colorado, USA
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157
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Subramaniyan B, Larabee JL, Bodas M, Moore AR, Burgett AWG, Myers DA, Georgescu C, Wren JD, Papin JF, Walters MS. Characterization of the SARS-CoV-2 Host Response in Primary Human Airway Epithelial Cells from Aged Individuals. Viruses 2021; 13:v13081603. [PMID: 34452468 PMCID: PMC8402710 DOI: 10.3390/v13081603] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 08/03/2021] [Accepted: 08/06/2021] [Indexed: 12/29/2022] Open
Abstract
Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is the causative agent of coronavirus disease 2019 (COVID-19), a global pandemic characterized by an exaggerated immune response and respiratory illness. Age (>60 years) is a significant risk factor for developing severe COVID-19. To better understand the host response of the aged airway epithelium to SARS-CoV-2 infection, we performed an in vitro study using primary human bronchial epithelial cells from donors >67 years of age differentiated on an air–liquid interface culture. We demonstrate that SARS-CoV-2 infection leads to early induction of a proinflammatory response and a delayed interferon response. In addition, we observed changes in the genes and pathways associated with cell death and senescence throughout infection. In summary, our study provides new and important insights into the temporal kinetics of the airway epithelial innate immune response to SARS-CoV-2 in older individuals.
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Affiliation(s)
- Bharathiraja Subramaniyan
- Department of Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (M.B.); (A.R.M.)
| | - Jason L. Larabee
- Department of Microbiology and Immunology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
| | - Manish Bodas
- Department of Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (M.B.); (A.R.M.)
| | - Andrew R. Moore
- Department of Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (M.B.); (A.R.M.)
| | - Anthony W. G. Burgett
- Department of Pharmaceutical Sciences, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
| | - Dean A. Myers
- Department of Obstetrics and Gynecology, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
| | - Constantin Georgescu
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (C.G.); (J.D.W.)
| | - Jonathan D. Wren
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK 73104, USA; (C.G.); (J.D.W.)
| | - James F. Papin
- Department of Pathology, Division of Comparative Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA;
| | - Matthew S. Walters
- Department of Medicine, Section of Pulmonary, Critical Care & Sleep Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA; (B.S.); (M.B.); (A.R.M.)
- Correspondence:
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158
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de Oliveira M, De Sibio MT, Costa FAS, Sakalem ME. Airway and Alveoli Organoids as Valuable Research Tools in COVID-19. ACS Biomater Sci Eng 2021; 7:3487-3502. [PMID: 34288642 PMCID: PMC8315244 DOI: 10.1021/acsbiomaterials.1c00306] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 07/09/2021] [Indexed: 12/24/2022]
Abstract
The coronavirus disease 2019 (COVID-19), caused by the novel coronavirus, SARS-CoV-2, affects tissues from different body systems but mostly the respiratory system, and the damage evoked in the lungs may occasionally result in severe respiratory complications and eventually lead to death. Studies of human respiratory infections have been limited by the scarcity of functional models that mimic in vivo physiology and pathophysiology. In the last decades, organoid models have emerged as potential research tools due to the possibility of reproducing in vivo tissue in culture. Despite being studied for over one year, there is still no effective treatment against COVID-19, and investigations using pulmonary tissue and possible therapeutics are still very limited. Thus, human lung organoids can provide robust support to simulate SARS-CoV-2 infection and replication and aid in a better understanding of their effects in human tissue. The present review describes methodological aspects of different protocols to develop airway and alveoli organoids, which have a promising perspective to further investigate COVID-19.
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Affiliation(s)
- Miriane de Oliveira
- Department of Internal Clinic, Botucatu Medicine
School, São Paulo State University (UNESP), District of
Rubião Jr, s/n, 18618-000, Botucatu, São Paulo,
Brazil
| | - Maria T. De Sibio
- Department of Internal Clinic, Botucatu Medicine
School, São Paulo State University (UNESP), District of
Rubião Jr, s/n, 18618-000, Botucatu, São Paulo,
Brazil
| | - Felipe A. S. Costa
- São Paulo State University (UNESP), School of
Agricultural Sciences, Department of Bioprocesses and Biotechnology, Central
Multiuser Laboratory, Av. Universitária, no 3780, Altos do
Paraíso, 18610-034, Botucatu, Sao Paulo, Brazil
| | - Marna E. Sakalem
- Department of Anatomy, CCB, State
University of Londrina (UEL), Campus Universitário s/n, Caixa
Postal 10011, 86057-970, Londrina, Parana, Brazil
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159
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Suomalainen M, Greber UF. Virus Infection Variability by Single-Cell Profiling. Viruses 2021; 13:1568. [PMID: 34452433 PMCID: PMC8402812 DOI: 10.3390/v13081568] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2021] [Revised: 07/30/2021] [Accepted: 08/05/2021] [Indexed: 12/15/2022] Open
Abstract
Cell-to-cell variability of infection has long been known, yet it has remained one of the least understood phenomena in infection research. It impacts on disease onset and development, yet only recently underlying mechanisms have been studied in clonal cell cultures by single-virion immunofluorescence microscopy and flow cytometry. In this review, we showcase how single-cell RNA sequencing (scRNA-seq), single-molecule RNA-fluorescence in situ hybridization (FISH), and copper(I)-catalyzed azide-alkyne cycloaddition (click) with alkynyl-tagged viral genomes dissect infection variability in human and mouse cells. We show how the combined use of scRNA-FISH and click-chemistry reveals highly variable onsets of adenoviral gene expression, and how single live cell plaques reveal lytic and nonlytic adenovirus transmissions. The review highlights how scRNA-seq profiling and scRNA-FISH of coxsackie, influenza, dengue, zika, and herpes simplex virus infections uncover transcriptional variability, and how the host interferon response tunes influenza and sendai virus infections. We introduce the concept of "cell state" in infection variability, and conclude with advances by single-cell simultaneous measurements of chromatin accessibility and mRNA counts at high-throughput. Such technology will further dissect the sequence of events in virus infection and pathology, and better characterize the genetic and genomic stability of viruses, cell autonomous innate immune responses, and mechanisms of tissue injury.
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Affiliation(s)
- Maarit Suomalainen
- Department of Molecular Life Sciences, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
| | - Urs F. Greber
- Department of Molecular Life Sciences, University of Zurich, Winterthurerstrasse 190, CH-8057 Zurich, Switzerland
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160
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Cheemarla NR, Watkins TA, Mihaylova VT, Wang B, Zhao D, Wang G, Landry ML, Foxman EF. Dynamic innate immune response determines susceptibility to SARS-CoV-2 infection and early replication kinetics. J Exp Med 2021; 218:e20210583. [PMID: 34128960 PMCID: PMC8210587 DOI: 10.1084/jem.20210583] [Citation(s) in RCA: 147] [Impact Index Per Article: 36.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 05/21/2021] [Accepted: 06/01/2021] [Indexed: 12/25/2022] Open
Abstract
Initial replication of SARS-CoV-2 in the upper respiratory tract is required to establish infection, and the replication level correlates with the likelihood of viral transmission. Here, we examined the role of host innate immune defenses in restricting early SARS-CoV-2 infection using transcriptomics and biomarker-based tracking in serial patient nasopharyngeal samples and experiments with airway epithelial organoids. SARS-CoV-2 initially replicated exponentially, with a doubling time of ∼6 h, and induced interferon-stimulated genes (ISGs) in the upper respiratory tract, which rose with viral replication and peaked just as viral load began to decline. Rhinovirus infection before SARS-CoV-2 exposure accelerated ISG responses and prevented SARS-CoV-2 replication. Conversely, blocking ISG induction during SARS-CoV-2 infection enhanced viral replication from a low infectious dose. These results show that the activity of ISG-mediated defenses at the time of SARS-CoV-2 exposure impacts infection progression and that the heterologous antiviral response induced by a different virus can protect against SARS-CoV-2.
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Affiliation(s)
- Nagarjuna R. Cheemarla
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
- Department of Immunobiology, Yale School of Medicine, New Haven, CT
| | - Timothy A. Watkins
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
- Department of Immunobiology, Yale School of Medicine, New Haven, CT
| | - Valia T. Mihaylova
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
| | - Bao Wang
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
- Department of Immunobiology, Yale School of Medicine, New Haven, CT
| | - Dejian Zhao
- Department of Genetics, Yale School of Medicine, New Haven, CT
- Yale Center for Genomic Analysis, Yale School of Medicine, New Haven, CT
| | - Guilin Wang
- Department of Genetics, Yale School of Medicine, New Haven, CT
- Yale Center for Genomic Analysis, Yale School of Medicine, New Haven, CT
| | - Marie L. Landry
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT
| | - Ellen F. Foxman
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT
- Department of Immunobiology, Yale School of Medicine, New Haven, CT
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161
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Robinot R, Hubert M, de Melo GD, Lazarini F, Bruel T, Smith N, Levallois S, Larrous F, Fernandes J, Gellenoncourt S, Rigaud S, Gorgette O, Thouvenot C, Trébeau C, Mallet A, Duménil G, Gobaa S, Etournay R, Lledo PM, Lecuit M, Bourhy H, Duffy D, Michel V, Schwartz O, Chakrabarti LA. SARS-CoV-2 infection induces the dedifferentiation of multiciliated cells and impairs mucociliary clearance. Nat Commun 2021; 12:4354. [PMID: 34272374 PMCID: PMC8285531 DOI: 10.1038/s41467-021-24521-x] [Citation(s) in RCA: 164] [Impact Index Per Article: 41.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2021] [Accepted: 06/21/2021] [Indexed: 01/08/2023] Open
Abstract
Understanding how SARS-CoV-2 spreads within the respiratory tract is important to define the parameters controlling the severity of COVID-19. Here we examine the functional and structural consequences of SARS-CoV-2 infection in a reconstructed human bronchial epithelium model. SARS-CoV-2 replication causes a transient decrease in epithelial barrier function and disruption of tight junctions, though viral particle crossing remains limited. Rather, SARS-CoV-2 replication leads to a rapid loss of the ciliary layer, characterized at the ultrastructural level by axoneme loss and misorientation of remaining basal bodies. Downregulation of the master regulator of ciliogenesis Foxj1 occurs prior to extensive cilia loss, implicating this transcription factor in the dedifferentiation of ciliated cells. Motile cilia function is compromised by SARS-CoV-2 infection, as measured in a mucociliary clearance assay. Epithelial defense mechanisms, including basal cell mobilization and interferon-lambda induction, ramp up only after the initiation of cilia damage. Analysis of SARS-CoV-2 infection in Syrian hamsters further demonstrates the loss of motile cilia in vivo. This study identifies cilia damage as a pathogenic mechanism that could facilitate SARS-CoV-2 spread to the deeper lung parenchyma.
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Grants
- Institut Pasteur
- This work was supported by : Institut Pasteur TASK FORCE SARS COV2 (TROPICORO and COROCHIP projects), DIM ELICIT Region Ile-de-France, and Agence Nationale de Recherche sur le SIDA et les Maladies Infectieuses Emergentes (ANRS; project 19052) (L.A.C.); the Vaccine Research Institute (ANR-10-LABX-77), ANRS, Labex IBEID (ANR-10-LABX-62-IBEID), the French National Research Agency (ANR; projects “TIMTAMDEN” ANR-14-CE14-0029, “CHIKV-Viro-Immuno” ANR-14-CE14-0015-01), the Gilead HIV cure program, ANR/Fondation pour la Recherche Médicale (FRM) Flash Covid PROTEO-SARS-CoV-2 and IDISCOVR (O.S.); Institut Pasteur TASK FORCE SARS COV2 and ANR Flash Covid CoVarImm (D.D.); Institut Pasteur TASK FORCE SARS COV2 (Neuro-Covid project) (H.B.). The Lledo lab is supported by the life insurance company "AG2R-La-Mondiale". The UtechS Photonic BioImaging (Imagopole) and the UtechS Ultrastructural BioImaging (UBI) are supported by the ANR (France BioImaging; ANR-10–INSB–04; Investments for the Future). R.R. is the recipient of a Sidaction fellowship, N.S. of a Pasteur-Roux-Cantarini fellowship, and St.G. of a MESR/Ecole Doctorale B3MI, Université de Paris fellowship. S.L. is supported by FRM (fellowship ECO201906009119) and by “Ecole Doctorale FIRE – Programme Bettencourt”.
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Affiliation(s)
- Rémy Robinot
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France
- UMR 3569 CNRS, Paris, France
| | - Mathieu Hubert
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France
- UMR 3569 CNRS, Paris, France
| | | | - Françoise Lazarini
- Perception and Memory Unit, Institut Pasteur, Paris, France
- UMR 3571 CNRS, Paris, France
| | - Timothée Bruel
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France
- UMR 3569 CNRS, Paris, France
| | - Nikaïa Smith
- Translational Immunology Lab, Department of Immunology, Institut Pasteur, Paris, France
| | - Sylvain Levallois
- Biology of Infection Unit, Institut Pasteur, Paris, France
- INSERM U1117, Paris, France
| | - Florence Larrous
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, Paris, France
| | - Julien Fernandes
- UtechS Photonics BioImaging, C2RT, Institut Pasteur, Paris, France
| | - Stacy Gellenoncourt
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France
- UMR 3569 CNRS, Paris, France
| | | | - Olivier Gorgette
- UtechS Ultrastructural BioImaging UBI, C2RT, Institut Pasteur, Paris, France
| | - Catherine Thouvenot
- UtechS Ultrastructural BioImaging UBI, C2RT, Institut Pasteur, Paris, France
| | - Céline Trébeau
- Institut de l'Audition, Institut Pasteur, INSERM, Paris, France
| | - Adeline Mallet
- UtechS Ultrastructural BioImaging UBI, C2RT, Institut Pasteur, Paris, France
| | - Guillaume Duménil
- UtechS Ultrastructural BioImaging UBI, C2RT, Institut Pasteur, Paris, France
| | - Samy Gobaa
- Biomaterials and Microfluidics Core Facility, Institut Pasteur, Paris, France
| | | | - Pierre-Marie Lledo
- Perception and Memory Unit, Institut Pasteur, Paris, France
- UMR 3571 CNRS, Paris, France
| | - Marc Lecuit
- Biology of Infection Unit, Institut Pasteur, Paris, France
- INSERM U1117, Paris, France
- Université de Paris, Necker-Enfants Malades University Hospital, Division of Infectious Diseases and Tropical Medicine, APHP, Institut Imagine, Paris, France
| | - Hervé Bourhy
- Lyssavirus Epidemiology and Neuropathology Unit, Institut Pasteur, Paris, France
| | - Darragh Duffy
- Translational Immunology Lab, Department of Immunology, Institut Pasteur, Paris, France
| | - Vincent Michel
- Institut de l'Audition, Institut Pasteur, INSERM, Paris, France.
| | - Olivier Schwartz
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France.
- UMR 3569 CNRS, Paris, France.
- Vaccine Research Institute, Créteil, France.
| | - Lisa A Chakrabarti
- Virus & Immunity Unit, Department of Virology, Institut Pasteur, Paris, France.
- UMR 3569 CNRS, Paris, France.
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162
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ter Ellen BM, Dinesh Kumar N, Bouma EM, Troost B, van de Pol DP, van der Ende-Metselaar HH, Apperloo L, van Gosliga D, van den Berge M, Nawijn MC, van der Voort PH, Moser J, Rodenhuis-Zybert IA, Smit JM. Resveratrol and Pterostilbene Inhibit SARS-CoV-2 Replication in Air-Liquid Interface Cultured Human Primary Bronchial Epithelial Cells. Viruses 2021; 13:v13071335. [PMID: 34372541 PMCID: PMC8309965 DOI: 10.3390/v13071335] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 07/07/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023] Open
Abstract
The current COVID-19 pandemic is caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and has an enormous impact on human health and economy. In search for therapeutic options, researchers have proposed resveratrol, a food supplement with known antiviral, anti-inflammatory, and antioxidant properties as an advantageous antiviral therapy for SARS-CoV-2 infection. Here, we provide evidence that both resveratrol and its metabolically more stable structural analog, pterostilbene, exhibit potent antiviral properties against SARS-CoV-2 in vitro. First, we show that resveratrol and pterostilbene antiviral activity in African green monkey kidney cells. Both compounds actively inhibit virus replication within infected cells as reduced virus progeny production was observed when the compound was added at post-inoculation conditions. Without replenishment of the compound, antiviral activity was observed up to roughly five rounds of replication, demonstrating the long-lasting effect of these compounds. Second, as the upper respiratory tract represents the initial site of SARS-CoV-2 replication, we also assessed antiviral activity in air-liquid interface (ALI) cultured human primary bronchial epithelial cells, isolated from healthy volunteers. Resveratrol and pterostilbene showed a strong antiviral effect in these cells up to 48 h post-infection. Collectively, our data indicate that resveratrol and pterostilbene are promising antiviral compounds to inhibit SARS-CoV-2 infection. Because these results represent laboratory findings in cells, we advocate evaluation of these compounds in clinical trials before statements are made whether these drugs are advantageous for COVID-19 treatment.
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Affiliation(s)
- Bram M. ter Ellen
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Nilima Dinesh Kumar
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
- Department of Biomedical Sciences of Cells & Systems, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Ellen M. Bouma
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Berit Troost
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Denise P.I. van de Pol
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Heidi H. van der Ende-Metselaar
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Leonie Apperloo
- Department of Pathology and Medical Biology, GRIAC Research Institute, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (L.A.); (M.C.N.)
| | - Djoke van Gosliga
- Department of Pediatrics, Beatrix Children’s Hospital, GRIAC Research Institute, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands;
| | - Maarten van den Berge
- Department of Pulmonary Diseases, GRIAC Research Institute, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands;
| | - Martijn C. Nawijn
- Department of Pathology and Medical Biology, GRIAC Research Institute, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (L.A.); (M.C.N.)
| | - Peter H.J. van der Voort
- Department of Critical Care, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (P.H.J.v.d.V.); (J.M.)
| | - Jill Moser
- Department of Critical Care, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (P.H.J.v.d.V.); (J.M.)
| | - Izabela A. Rodenhuis-Zybert
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
| | - Jolanda M. Smit
- Department of Medical Microbiology and Infection Prevention, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands; (B.M.t.E.); (N.D.K.); (E.M.B.); (B.T.); (D.P.I.v.d.P.); (H.H.v.d.E.-M.); (I.A.R.-Z.)
- Correspondence:
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163
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Hysenaj L, Little S, Kulhanek K, Gbenedio OM, Rodriguez L, Shen A, Lone JC, Lupin-Jimenez LC, Bonser LR, Serwas NK, Bahl K, Mick E, Li JZ, Ding VW, Matsumoto S, Maishan M, Simoneau C, Fragiadakis G, Jablons DM, Langelier CR, Matthay M, Ott M, Krummel M, Combes AJ, Sil A, Erle DJ, Kratz JR, Roose JP. SARS-CoV-2 infection studies in lung organoids identify TSPAN8 as novel mediator. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2021:2021.06.01.446640. [PMID: 34100012 PMCID: PMC8183007 DOI: 10.1101/2021.06.01.446640] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
SARS coronavirus-2 (SARS-CoV-2) is causing a global pandemic with large variation in COVID-19 disease spectrum. SARS-CoV-2 infection requires host receptor ACE2 on lung epithelium, but epithelial underpinnings of variation are largely unknown. We capitalized on comprehensive organoid assays to report remarkable variation in SARS-CoV-2 infection rates of lung organoids from different subjects. Tropism is highest for TUBA- and MUC5AC-positive organoid cells, but levels of TUBA-, MUC5A-, or ACE2- positive cells do not predict infection rate. We identify surface molecule Tetraspanin 8 (TSPAN8) as novel mediator of SARS-CoV-2 infection, which is not downregulated by this specific virus. TSPAN8 levels, prior to infection, strongly correlate with infection rate and TSPAN8-blocking antibodies diminish SARS-CoV-2 infection. We propose TSPAN8 as novel functional biomarker and potential therapeutic target for COVID-19.
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Affiliation(s)
- Lisiena Hysenaj
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
| | - Samantha Little
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
| | - Kayla Kulhanek
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
| | - Oghenekevwe M. Gbenedio
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
| | - Lauren Rodriguez
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California 94143, USA
- UCSF CoLabs, University of California San Francisco, San Francisco, California 94143, USA
| | - Alan Shen
- UCSF CoLabs, University of California San Francisco, San Francisco, California 94143, USA
| | - Jean-Christophe Lone
- School of Life Science, University of Essex, Wivenhoe Park,Colchester C04 3SQ, United Kingdom
| | | | - Luke R. Bonser
- Lung Biology Center, Department of Medicine, University of California, San Francisco, San Francisco, California 94143, USA
| | - Nina K. Serwas
- Department of Pathology, University of California, San Francisco, San Francisco, California 94143, USA
| | - Kriti Bahl
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
| | - Eran Mick
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, California 94143, USA and Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, California 94143, USA
| | - Jack Z. Li
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, California 94143, USA
| | - Vivianne W. Ding
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, California 94143, USA
| | - Shotaro Matsumoto
- Gladstone Institute of Virology, Department of Medicine, University of California San Francisco, California 94143, USA
| | - Mazharul Maishan
- Gladstone Institute of Virology, Department of Medicine, University of California San Francisco, California 94143, USA
| | - Camille Simoneau
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, California 94143, USA
| | - Gabriela Fragiadakis
- UCSF CoLabs, University of California San Francisco, San Francisco, California 94143, USA
| | - David M. Jablons
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, California 94143, USA
| | - Charles R. Langelier
- Division of Infectious Diseases, University of California, San Francisco, San Francisco, California 94143, USA and Department of Surgery, Division of Cardiothoracic Surgery, University of California, San Francisco, San Francisco, California 94143, USA
- Chan Zuckerberg Biohub, San Francisco, California 94158, USA
| | - Michael Matthay
- Gladstone Institute of Virology, Department of Medicine, University of California San Francisco, California 94143, USA
| | - Melanie Ott
- Department of Medicine, Division of Rheumatology, University of California, San Francisco, San Francisco, California 94143, USA
| | - Matthew Krummel
- Department of Pathology, University of California, San Francisco, San Francisco, California 94143, USA
| | - Alexis J. Combes
- UCSF CoLabs, University of California San Francisco, San Francisco, California 94143, USA
| | - Anita Sil
- Department of Microbiology and Immunology, University of California, San Francisco, San Francisco, California 94143, USA
| | - David J. Erle
- UCSF CoLabs, University of California San Francisco, San Francisco, California 94143, USA
- Lung Biology Center, Department of Medicine, University of California, San Francisco, San Francisco, California 94143, USA
| | - Johannes R. Kratz
- Cardiovascular Research Institute, Departments of Medicine and Anesthesia, University of California, San Francisco, San Francisco, California 94143, USA
| | - Jeroen P. Roose
- Department of Anatomy, University of California, San Francisco, San Francisco, California 94143, USA
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164
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Schultz B, Zaliani A, Ebeling C, Reinshagen J, Bojkova D, Lage-Rupprecht V, Karki R, Lukassen S, Gadiya Y, Ravindra NG, Das S, Baksi S, Domingo-Fernández D, Lentzen M, Strivens M, Raschka T, Cinatl J, DeLong LN, Gribbon P, Geisslinger G, Ciesek S, van Dijk D, Gardner S, Kodamullil AT, Fröhlich H, Peitsch M, Jacobs M, Hoeng J, Eils R, Claussen C, Hofmann-Apitius M. A method for the rational selection of drug repurposing candidates from multimodal knowledge harmonization. Sci Rep 2021; 11:11049. [PMID: 34040048 PMCID: PMC8155020 DOI: 10.1038/s41598-021-90296-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2020] [Accepted: 05/04/2021] [Indexed: 02/08/2023] Open
Abstract
The SARS-CoV-2 pandemic has challenged researchers at a global scale. The scientific community's massive response has resulted in a flood of experiments, analyses, hypotheses, and publications, especially in the field of drug repurposing. However, many of the proposed therapeutic compounds obtained from SARS-CoV-2 specific assays are not in agreement and thus demonstrate the need for a singular source of COVID-19 related information from which a rational selection of drug repurposing candidates can be made. In this paper, we present the COVID-19 PHARMACOME, a comprehensive drug-target-mechanism graph generated from a compilation of 10 separate disease maps and sources of experimental data focused on SARS-CoV-2/COVID-19 pathophysiology. By applying our systematic approach, we were able to predict the synergistic effect of specific drug pairs, such as Remdesivir and Thioguanosine or Nelfinavir and Raloxifene, on SARS-CoV-2 infection. Experimental validation of our results demonstrate that our graph can be used to not only explore the involved mechanistic pathways, but also to identify novel combinations of drug repurposing candidates.
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Affiliation(s)
- Bruce Schultz
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Andrea Zaliani
- ScreeningPort, Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 22525, Hamburg, Germany
- Fraunhofer Cluster of Excellence for Immune Mediated Diseases, CIMD, External Partner Site, 22525, Hamburg, Germany
| | - Christian Ebeling
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Jeanette Reinshagen
- ScreeningPort, Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 22525, Hamburg, Germany
- Fraunhofer Cluster of Excellence for Immune Mediated Diseases, CIMD, External Partner Site, 22525, Hamburg, Germany
| | - Denisa Bojkova
- Institute for Medical Virology, University Hospital Frankfurt, 60590, Frankfurt am Main, Germany
| | - Vanessa Lage-Rupprecht
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Reagon Karki
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Sören Lukassen
- Center for Digital Health, Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Yojana Gadiya
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Neal G Ravindra
- Center for Biomedical Data Science, Yale School of Medicine, Yale University, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Sayoni Das
- Unit 8B Bankside, PrecisionLife Ltd., Hanborough Business Park, Long Hanborough, Oxfordshire, OX29 8LJ, UK
| | - Shounak Baksi
- Causality BioModels Pvt Ltd., Kinfra Hi-Tech Park, Kerala Technology Innovation Zone- KTIZ, Kalamassery, Cochin, 683503, India
| | - Daniel Domingo-Fernández
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Manuel Lentzen
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Mark Strivens
- Unit 8B Bankside, PrecisionLife Ltd., Hanborough Business Park, Long Hanborough, Oxfordshire, OX29 8LJ, UK
| | - Tamara Raschka
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Jindrich Cinatl
- Institute for Medical Virology, University Hospital Frankfurt, 60590, Frankfurt am Main, Germany
| | - Lauren Nicole DeLong
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Phil Gribbon
- ScreeningPort, Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 22525, Hamburg, Germany
- Fraunhofer Cluster of Excellence for Immune Mediated Diseases, CIMD, External Partner Site, 22525, Hamburg, Germany
| | - Gerd Geisslinger
- Fraunhofer Cluster of Excellence for Immune Mediated Diseases, CIMD, External Partner Site, 22525, Hamburg, Germany
- Pharmazentrum Frankfurt/ZAFES, Institut Für Klinische Pharmakologie, Klinikum Der Goethe-Universität Frankfurt, 60590, Frankfurt am Main, Germany
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 60596, Frankfurt am Main, Germany
| | - Sandra Ciesek
- Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 60596, Frankfurt am Main, Germany
- Institute for Medical Virology, University Hospital Frankfurt, 60590, Frankfurt am Main, Germany
- DZIF, German Centre for Infection Research, External Partner Site, 60596, Frankfurt am Main, Germany
| | - David van Dijk
- Center for Biomedical Data Science, Yale School of Medicine, Yale University, 333 Cedar Street, New Haven, CT, 06510, USA
| | - Steve Gardner
- Unit 8B Bankside, PrecisionLife Ltd., Hanborough Business Park, Long Hanborough, Oxfordshire, OX29 8LJ, UK
| | - Alpha Tom Kodamullil
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Holger Fröhlich
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Manuel Peitsch
- Philipp Morris International R&D, Biological Systems Research, R&D Innovation Cube T1517.07, Quai Jeanrenaud 5, 2000, Neuchâte, Switzerland
| | - Marc Jacobs
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany
| | - Julia Hoeng
- Philipp Morris International R&D, Biological Systems Research, R&D Innovation Cube T1517.07, Quai Jeanrenaud 5, 2000, Neuchâte, Switzerland
| | - Roland Eils
- Center for Digital Health, Berlin Institute of Health (BIH), Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Carsten Claussen
- ScreeningPort, Fraunhofer Institute for Translational Medicine and Pharmacology ITMP, 22525, Hamburg, Germany
- Fraunhofer Cluster of Excellence for Immune Mediated Diseases, CIMD, External Partner Site, 22525, Hamburg, Germany
| | - Martin Hofmann-Apitius
- Fraunhofer Institute for Algorithms and Scientific Computing SCAI, Department of Bioinformatics, Institutszentrum Birlinghoven, 53754, Sankt Augustin, Germany.
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Tu WJ, McCuaig RD, Melino M, Rawle DJ, Le TT, Yan K, Suhrbier A, Johnston RL, Koufariotis LT, Waddell N, Cross EM, Tsimbalyuk S, Bain A, Ahern E, Collinson N, Phipps S, Forwood JK, Seddiki N, Rao S. Targeting novel LSD1-dependent ACE2 demethylation domains inhibits SARS-CoV-2 replication. Cell Discov 2021; 7:37. [PMID: 34031383 PMCID: PMC8143069 DOI: 10.1038/s41421-021-00279-w] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2020] [Accepted: 04/24/2021] [Indexed: 02/07/2023] Open
Abstract
Treatment options for COVID-19 remain limited, especially during the early or asymptomatic phase. Here, we report a novel SARS-CoV-2 viral replication mechanism mediated by interactions between ACE2 and the epigenetic eraser enzyme LSD1, and its interplay with the nuclear shuttling importin pathway. Recent studies have shown a critical role for the importin pathway in SARS-CoV-2 infection, and many RNA viruses hijack this axis to re-direct host cell transcription. LSD1 colocalized with ACE2 at the cell surface to maintain demethylated SARS-CoV-2 spike receptor-binding domain lysine 31 to promote virus-ACE2 interactions. Two newly developed peptide inhibitors competitively inhibited virus-ACE2 interactions, and demethylase access to significantly inhibit viral replication. Similar to some other predominantly plasma membrane proteins, ACE2 had a novel nuclear function: its cytoplasmic domain harbors a nuclear shuttling domain, which when demethylated by LSD1 promoted importin-α-dependent nuclear ACE2 entry following infection to regulate active transcription. A novel, cell permeable ACE2 peptide inhibitor prevented ACE2 nuclear entry, significantly inhibiting viral replication in SARS-CoV-2-infected cell lines, outperforming other LSD1 inhibitors. These data raise the prospect of post-exposure prophylaxis for SARS-CoV-2, either through repurposed LSD1 inhibitors or new, nuclear-specific ACE2 inhibitors.
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Affiliation(s)
- Wen Juan Tu
- Gene Regulation and Translational Medicine Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Robert D McCuaig
- Gene Regulation and Translational Medicine Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Michelle Melino
- Gene Regulation and Translational Medicine Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Daniel J Rawle
- The Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Thuy T Le
- The Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Kexin Yan
- The Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Andreas Suhrbier
- The Inflammation Biology Group, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Rebecca L Johnston
- Medical Genomics, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Lambros T Koufariotis
- Medical Genomics, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Nicola Waddell
- Medical Genomics, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Emily M Cross
- School of Biomedical Sciences, Charles Sturt University, Wagga Wagga, NSW, Australia
| | - Sofiya Tsimbalyuk
- School of Biomedical Sciences, Charles Sturt University, Wagga Wagga, NSW, Australia
| | - Amanda Bain
- Gene Regulation and Translational Medicine Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Elizabeth Ahern
- Department of Medical Oncology, Monash Health, Clayton, VIC, Australia
- School of Clinical Sciences, Monash University, Clayton, VIC, Australia
| | - Natasha Collinson
- Molecular Parasitology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Simon Phipps
- Respiratory Immunology Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia
| | - Jade K Forwood
- School of Biomedical Sciences, Charles Sturt University, Wagga Wagga, NSW, Australia
| | - Nabila Seddiki
- U955, Equipe 16, Créteil, France
- Université Paris-Est Créteil, Faculté de médecine, Créteil, France
- Vaccine Research Institute (VRI), Créteil, France
| | - Sudha Rao
- Gene Regulation and Translational Medicine Laboratory, QIMR Berghofer Medical Research Institute, Brisbane, QLD, Australia.
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Kiener M, Roldan N, Machahua C, Sengupta A, Geiser T, Guenat OT, Funke-Chambour M, Hobi N, Kruithof-de Julio M. Human-Based Advanced in vitro Approaches to Investigate Lung Fibrosis and Pulmonary Effects of COVID-19. Front Med (Lausanne) 2021; 8:644678. [PMID: 34026781 PMCID: PMC8139419 DOI: 10.3389/fmed.2021.644678] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 04/01/2021] [Indexed: 12/15/2022] Open
Abstract
The coronavirus disease 2019 (COVID-19) pandemic has caused considerable socio-economic burden, which fueled the development of treatment strategies and vaccines at an unprecedented speed. However, our knowledge on disease recovery is sparse and concerns about long-term pulmonary impairments are increasing. Causing a broad spectrum of symptoms, COVID-19 can manifest as acute respiratory distress syndrome (ARDS) in the most severely affected patients. Notably, pulmonary infection with Severe Acute Respiratory Syndrome coronavirus 2 (SARS-CoV-2), the causing agent of COVID-19, induces diffuse alveolar damage (DAD) followed by fibrotic remodeling and persistent reduced oxygenation in some patients. It is currently not known whether tissue scaring fully resolves or progresses to interstitial pulmonary fibrosis. The most aggressive form of pulmonary fibrosis is idiopathic pulmonary fibrosis (IPF). IPF is a fatal disease that progressively destroys alveolar architecture by uncontrolled fibroblast proliferation and the deposition of collagen and extracellular matrix (ECM) proteins. It is assumed that micro-injuries to the alveolar epithelium may be induced by inhalation of micro-particles, pathophysiological mechanical stress or viral infections, which can result in abnormal wound healing response. However, the exact underlying causes and molecular mechanisms of lung fibrosis are poorly understood due to the limited availability of clinically relevant models. Recently, the emergence of SARS-CoV-2 with the urgent need to investigate its pathogenesis and address drug options, has led to the broad application of in vivo and in vitro models to study lung diseases. In particular, advanced in vitro models including precision-cut lung slices (PCLS), lung organoids, 3D in vitro tissues and lung-on-chip (LOC) models have been successfully employed for drug screens. In order to gain a deeper understanding of SARS-CoV-2 infection and ultimately alveolar tissue regeneration, it will be crucial to optimize the available models for SARS-CoV-2 infection in multicellular systems that recapitulate tissue regeneration and fibrotic remodeling. Current evidence for SARS-CoV-2 mediated pulmonary fibrosis and a selection of classical and novel lung models will be discussed in this review.
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Affiliation(s)
- Mirjam Kiener
- Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for BioMedical Research DBMR, Urology Research Laboratory, University of Bern, Bern, Switzerland
- Alveolix AG, Swiss Organs-on-Chip Innovation, Bern, Switzerland
| | - Nuria Roldan
- Alveolix AG, Swiss Organs-on-Chip Innovation, Bern, Switzerland
| | - Carlos Machahua
- Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for BioMedical Research DBMR, Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Arunima Sengupta
- Organs-on-Chip Technologies, ARTORG Center for Biomedical Engineering, University of Bern, Bern, Switzerland
| | - Thomas Geiser
- Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for BioMedical Research DBMR, Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Olivier Thierry Guenat
- Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Organs-on-Chip Technologies, ARTORG Center for Biomedical Engineering, University of Bern, Bern, Switzerland
- Department of General Thoracic Surgery, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Manuela Funke-Chambour
- Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
- Department for BioMedical Research DBMR, Department of Pulmonary Medicine, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland
| | - Nina Hobi
- Alveolix AG, Swiss Organs-on-Chip Innovation, Bern, Switzerland
| | - Marianna Kruithof-de Julio
- Department for BioMedical Research DBMR, Urology Research Laboratory, University of Bern, Bern, Switzerland
- Alveolix AG, Swiss Organs-on-Chip Innovation, Bern, Switzerland
- Organoid Core, Department for BioMedical Research, University of Bern, Bern, Switzerland
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167
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Hui KPY, Cheung MC, Lai KL, Ng KC, Ho JCW, Peiris M, Nicholls JM, Chan MCW. Role of epithelial-endothelial cell interaction in the pathogenesis of SARS-CoV-2 infection. Clin Infect Dis 2021; 74:199-209. [PMID: 33956935 PMCID: PMC8135938 DOI: 10.1093/cid/ciab406] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Indexed: 01/08/2023] Open
Abstract
Background The coronavirus disease 2019 (COVID-19) pandemic caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to threaten public health globally. Patients with severe COVID-19 disease progress to acute respiratory distress syndrome, with respiratory and multiple organ failure. It is believed that dysregulated production of proinflammatory cytokines and endothelial dysfunction contribute to the pathogenesis of severe diseases. However, the mechanisms of SARS-CoV-2 pathogenesis and the role of endothelial cells are poorly understood. Methods Well-differentiated human airway epithelial cells were used to explore cytokine and chemokine production after SARS-CoV-2 infection. We measured the susceptibility to infection, immune response, and expression of adhesion molecules in human pulmonary microvascular endothelial cells (HPMVECs) exposed to conditioned medium from infected epithelial cells. The effect of imatinib on HPMVECs exposed to conditioned medium was evaluated. Results We demonstrated the production of interleukin-6, interferon gamma-induced protein-10, and monocyte chemoattractant protein-1 from the infected human airway cells after infection with SARS-CoV-2. Although HPMVECs did not support productive replication of SARS-CoV-2, treatment of HPMVECs with conditioned medium collected from infected airway cells induced an upregulation of proinflammatory cytokines, chemokines, and vascular adhesion molecules. Imatinib inhibited the upregulation of these cytokines, chemokines, and adhesion molecules in HPMVECs treated with conditioned medium. Conclusions We evaluated the role of endothelial cells in the development of clinical disease caused by SARS-CoV-2 and the importance of endothelial cell–epithelial cell interaction in the pathogenesis of human COVID-19 diseases.
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Affiliation(s)
- Kenrie Pui-Yan Hui
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.,Centre for Immunology and Infection (C2I), Hong Kong Science Park, Hong Kong SAR, China
| | - Man-Chun Cheung
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Ka-Ling Lai
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Ka-Chun Ng
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - John Chi-Wang Ho
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China
| | - Malik Peiris
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.,Centre for Immunology and Infection (C2I), Hong Kong Science Park, Hong Kong SAR, China
| | - John Malcolm Nicholls
- Department of Pathology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Queen Mary Hospital, Pokfulam, Hong Kong SAR, China
| | - Michael Chi-Wai Chan
- School of Public Health, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong SAR, China.,Centre for Immunology and Infection (C2I), Hong Kong Science Park, Hong Kong SAR, China
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168
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Mulay A, Konda B, Garcia G, Yao C, Beil S, Villalba JM, Koziol C, Sen C, Purkayastha A, Kolls JK, Pociask DA, Pessina P, de Aja JS, Garcia-de-Alba C, Kim CF, Gomperts B, Arumugaswami V, Stripp BR. SARS-CoV-2 infection of primary human lung epithelium for COVID-19 modeling and drug discovery. Cell Rep 2021; 35:109055. [PMID: 33905739 PMCID: PMC8043574 DOI: 10.1016/j.celrep.2021.109055] [Citation(s) in RCA: 175] [Impact Index Per Article: 43.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 11/09/2020] [Accepted: 04/08/2021] [Indexed: 02/07/2023] Open
Abstract
Coronavirus disease 2019 (COVID-19) is the latest respiratory pandemic caused by severe acute respiratory syndrome-related coronavirus 2 (SARS-CoV-2). Although infection initiates in the proximal airways, severe and sometimes fatal symptoms of the disease are caused by infection of the alveolar type 2 (AT2) cells of the distal lung and associated inflammation. In this study, we develop primary human lung epithelial infection models to understand initial responses of proximal and distal lung epithelium to SARS-CoV-2 infection. Differentiated air-liquid interface (ALI) cultures of proximal airway epithelium and alveosphere cultures of distal lung AT2 cells are readily infected by SARS-CoV-2, leading to an epithelial cell-autonomous proinflammatory response with increased expression of interferon signaling genes. Studies to validate the efficacy of selected candidate COVID-19 drugs confirm that remdesivir strongly suppresses viral infection/replication. We provide a relevant platform for study of COVID-19 pathobiology and for rapid drug screening against SARS-CoV-2 and emergent respiratory pathogens.
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Affiliation(s)
- Apoorva Mulay
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Bindu Konda
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Gustavo Garcia
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA
| | - Changfu Yao
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Stephen Beil
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Jaquelyn M Villalba
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA; California State University, Long Beach, CA, USA
| | - Colin Koziol
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Chandani Sen
- UCLA Children's Discovery and Innovation Institute, Mattel Children's Hospital UCLA, Department of Pediatrics, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Arunima Purkayastha
- UCLA Children's Discovery and Innovation Institute, Mattel Children's Hospital UCLA, Department of Pediatrics, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA
| | - Jay K Kolls
- Tulane School of Medicine, New Orleans, LA 70112, USA
| | | | - Patrizia Pessina
- Stem Cell Program and Divisions of Hematology/Oncology and Pulmonary & Respiratory Diseases, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Julio Sainz de Aja
- Stem Cell Program and Divisions of Hematology/Oncology and Pulmonary & Respiratory Diseases, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Carolina Garcia-de-Alba
- Stem Cell Program and Divisions of Hematology/Oncology and Pulmonary & Respiratory Diseases, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Carla F Kim
- Stem Cell Program and Divisions of Hematology/Oncology and Pulmonary & Respiratory Diseases, Boston Children's Hospital, Boston, MA 02115, USA; Harvard Stem Cell Institute, Cambridge, MA 02138, USA; Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Brigitte Gomperts
- UCLA Children's Discovery and Innovation Institute, Mattel Children's Hospital UCLA, Department of Pediatrics, David Geffen School of Medicine, UCLA, Los Angeles, CA 90095, USA; Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA 90095, USA; Eli and Edythe Broad, Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA
| | - Vaithilingaraja Arumugaswami
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA; Eli and Edythe Broad, Center of Regenerative Medicine and Stem Cell Research, UCLA, Los Angeles, CA 90095, USA.
| | - Barry R Stripp
- Lung and Regenerative Medicine Institutes, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA.
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169
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Flynn RA, Belk JA, Qi Y, Yasumoto Y, Wei J, Alfajaro MM, Shi Q, Mumbach MR, Limaye A, DeWeirdt PC, Schmitz CO, Parker KR, Woo E, Chang HY, Horvath TL, Carette JE, Bertozzi CR, Wilen CB, Satpathy AT. Discovery and functional interrogation of SARS-CoV-2 RNA-host protein interactions. Cell 2021; 184:2394-2411.e16. [PMID: 33743211 PMCID: PMC7951565 DOI: 10.1016/j.cell.2021.03.012] [Citation(s) in RCA: 114] [Impact Index Per Article: 28.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 02/03/2021] [Accepted: 03/04/2021] [Indexed: 12/22/2022]
Abstract
SARS-CoV-2 is the cause of a pandemic with growing global mortality. Using comprehensive identification of RNA-binding proteins by mass spectrometry (ChIRP-MS), we identified 309 host proteins that bind the SARS-CoV-2 RNA during active infection. Integration of this data with ChIRP-MS data from three other RNA viruses defined viral specificity of RNA-host protein interactions. Targeted CRISPR screens revealed that the majority of functional RNA-binding proteins protect the host from virus-induced cell death, and comparative CRISPR screens across seven RNA viruses revealed shared and SARS-specific antiviral factors. Finally, by combining the RNA-centric approach and functional CRISPR screens, we demonstrated a physical and functional connection between SARS-CoV-2 and mitochondria, highlighting this organelle as a general platform for antiviral activity. Altogether, these data provide a comprehensive catalog of functional SARS-CoV-2 RNA-host protein interactions, which may inform studies to understand the host-virus interface and nominate host pathways that could be targeted for therapeutic benefit.
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Affiliation(s)
- Ryan A Flynn
- Stanford ChEM-H and Department of Chemistry, Stanford University, Stanford, CA, USA.
| | - Julia A Belk
- Department of Computer Science, Stanford University, Stanford, CA, USA; Department of Pathology, Stanford University, Stanford, CA, USA
| | - Yanyan Qi
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Yuki Yasumoto
- Program in Integrative Cell Signaling and Neurobiology of Metabolism, Department of Comparative Medicine, Yale University, New Haven, CT, USA
| | - Jin Wei
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Mia Madel Alfajaro
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Quanming Shi
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA
| | - Maxwell R Mumbach
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA
| | - Aditi Limaye
- Department of Pathology, Stanford University, Stanford, CA, USA
| | - Peter C DeWeirdt
- Genetic Perturbation Platform, Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Cameron O Schmitz
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA
| | - Kevin R Parker
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA
| | - Elizabeth Woo
- Department of Neuroscience, Yale School of Medicine, New Haven, CT, USA
| | - Howard Y Chang
- Center for Personal Dynamic Regulomes, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Tamas L Horvath
- Program in Integrative Cell Signaling and Neurobiology of Metabolism, Department of Comparative Medicine, Yale University, New Haven, CT, USA
| | - Jan E Carette
- Department of Microbiology and Immunology, Stanford University, Stanford, CA, USA
| | - Carolyn R Bertozzi
- Stanford ChEM-H and Department of Chemistry, Stanford University, Stanford, CA, USA; Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, CT, USA; Department of Immunobiology, Yale School of Medicine, New Haven, CT, USA.
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170
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Heinen N, Klöhn M, Steinmann E, Pfaender S. In Vitro Lung Models and Their Application to Study SARS-CoV-2 Pathogenesis and Disease. Viruses 2021; 13:792. [PMID: 33925255 PMCID: PMC8144959 DOI: 10.3390/v13050792] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 04/23/2021] [Accepted: 04/26/2021] [Indexed: 02/08/2023] Open
Abstract
SARS-CoV-2 has spread across the globe with an astonishing velocity and lethality that has put scientist and pharmaceutical companies worldwide on the spot to develop novel treatment options and reliable vaccination for billions of people. To combat its associated disease COVID-19 and potentially newly emerging coronaviruses, numerous pre-clinical cell culture techniques have progressively been used, which allow the study of SARS-CoV-2 pathogenesis, basic replication mechanisms, and drug efficiency in the most authentic context. Hence, this review was designed to summarize and discuss currently used in vitro and ex vivo cell culture systems and will illustrate how these systems will help us to face the challenges imposed by the current SARS-CoV-2 pandemic.
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Affiliation(s)
| | | | | | - Stephanie Pfaender
- Department of Molecular and Medical Virology, Ruhr-University Bochum, 44801 Bochum, Germany; (N.H.); (M.K.); (E.S.)
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171
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Gallagher T, McCray PB. The first few days of a SARS-CoV-2 infection viewed at single-cell resolution. PLoS Biol 2021; 19:e3001217. [PMID: 33901166 PMCID: PMC8101996 DOI: 10.1371/journal.pbio.3001217] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Revised: 05/06/2021] [Indexed: 12/24/2022] Open
Affiliation(s)
- Tom Gallagher
- Department of Microbiology and Immunology, Loyola University Chicago, Maywood, Illinois, United States of America
- * E-mail:
| | - Paul B. McCray
- Department of Pediatrics, University of Iowa, Iowa City, Iowa, United States of America
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172
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A comparative analysis of SARS-CoV-2 antivirals characterizes 3CL pro inhibitor PF-00835231 as a potential new treatment for COVID-19. J Virol 2021; 95:JVI.01819-20. [PMID: 33622961 PMCID: PMC8139662 DOI: 10.1128/jvi.01819-20] [Citation(s) in RCA: 97] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is the etiological agent of Coronavirus Disease 2019 (COVID-19). There is a dire need for novel effective antivirals to treat COVID-19, as the only approved direct-acting antiviral to date is remdesivir, targeting the viral polymerase complex. A potential alternate target in the viral life cycle is the main SARS-CoV-2 protease 3CLpro (Mpro). The drug candidate PF-00835231 is the active compound of the first anti-3CLpro regimen in clinical trials. Here, we perform a comparative analysis of PF-00835231, the pre-clinical 3CLpro inhibitor GC-376, and the polymerase inhibitor remdesivir, in alveolar basal epithelial cells modified to express ACE2 (A549+ACE2 cells). We find PF-00835231 with at least similar or higher potency than remdesivir or GC-376. A time-of-drug-addition approach delineates the timing of early SARS-CoV-2 life cycle steps in A549+ACE2 cells and validates PF-00835231's early time of action. In a model of the human polarized airway epithelium, both PF-00835231 and remdesivir potently inhibit SARS-CoV-2 at low micromolar concentrations. Finally, we show that the efflux transporter P-glycoprotein, which was previously suggested to diminish PF-00835231's efficacy based on experiments in monkey kidney Vero E6 cells, does not negatively impact PF-00835231 efficacy in either A549+ACE2 cells or human polarized airway epithelial cultures. Thus, our study provides in vitro evidence for the potential of PF-00835231 as an effective SARS-CoV-2 antiviral and addresses concerns that emerged based on prior studies in non-human in vitro models.Importance:The arsenal of SARS-CoV-2 specific antiviral drugs is extremely limited. Only one direct-acting antiviral drug is currently approved, the viral polymerase inhibitor remdesivir, and it has limited efficacy. Thus, there is a substantial need to develop additional antiviral compounds with minimal side effects and alternate viral targets. One such alternate target is its main protease, 3CLpro (Mpro), an essential component of the SARS-CoV-2 life cycle processing the viral polyprotein into the components of the viral polymerase complex. In this study, we characterize a novel antiviral drug, PF-00835231, which is the active component of the first-in-class 3CLpro-targeting regimen in clinical trials. Using 3D in vitro models of the human airway epithelium, we demonstrate the antiviral potential of PF-00835231 for inhibition of SARS-CoV-2.
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173
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Yan B, Freiwald T, Chauss D, Wang L, West E, Mirabelli C, Zhang CJ, Nichols EM, Malik N, Gregory R, Bantscheff M, Ghidelli-Disse S, Kolev M, Frum T, Spence JR, Sexton JZ, Alysandratos KD, Kotton DN, Pittaluga S, Bibby J, Niyonzima N, Olson MR, Kordasti S, Portilla D, Wobus CE, Laurence A, Lionakis MS, Kemper C, Afzali B, Kazemian M. SARS-CoV-2 drives JAK1/2-dependent local complement hyperactivation. Sci Immunol 2021; 6:eabg0833. [PMID: 33827897 PMCID: PMC8139422 DOI: 10.1126/sciimmunol.abg0833] [Citation(s) in RCA: 133] [Impact Index Per Article: 33.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Accepted: 03/31/2021] [Indexed: 12/26/2022]
Abstract
Patients with coronavirus disease 2019 (COVID-19) present a wide range of acute clinical manifestations affecting the lungs, liver, kidneys and gut. Angiotensin converting enzyme (ACE) 2, the best-characterized entry receptor for the disease-causing virus SARS-CoV-2, is highly expressed in the aforementioned tissues. However, the pathways that underlie the disease are still poorly understood. Here, we unexpectedly found that the complement system was one of the intracellular pathways most highly induced by SARS-CoV-2 infection in lung epithelial cells. Infection of respiratory epithelial cells with SARS-CoV-2 generated activated complement component C3a and could be blocked by a cell-permeable inhibitor of complement factor B (CFBi), indicating the presence of an inducible cell-intrinsic C3 convertase in respiratory epithelial cells. Within cells of the bronchoalveolar lavage of patients, distinct signatures of complement activation in myeloid, lymphoid and epithelial cells tracked with disease severity. Genes induced by SARS-CoV-2 and the drugs that could normalize these genes both implicated the interferon-JAK1/2-STAT1 signaling system and NF-κB as the main drivers of their expression. Ruxolitinib, a JAK1/2 inhibitor, normalized interferon signature genes and all complement gene transcripts induced by SARS-CoV-2 in lung epithelial cell lines, but did not affect NF-κB-regulated genes. Ruxolitinib, alone or in combination with the antiviral remdesivir, inhibited C3a protein produced by infected cells. Together, we postulate that combination therapy with JAK inhibitors and drugs that normalize NF-κB-signaling could potentially have clinical application for severe COVID-19.
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Affiliation(s)
- Bingyu Yan
- Department of Biochemistry, Purdue University, West Lafayette, IN, USA
| | - Tilo Freiwald
- Immunoregulation Section, Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), NIH, Bethesda, MD, USA
- Complement and Inflammation Research Section (CIRS), National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health (NIH), Bethesda, MD, USA
- Department of Nephrology, University Hospital Frankfurt, Goethe-University, Frankfurt, Germany
| | - Daniel Chauss
- Immunoregulation Section, Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), NIH, Bethesda, MD, USA
| | - Luopin Wang
- Department of Computer Science, Purdue University, West Lafayette, IN, USA
| | - Erin West
- Complement and Inflammation Research Section (CIRS), National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Carmen Mirabelli
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA
| | - Charles J Zhang
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
| | | | | | | | | | | | | | - Tristan Frum
- Department of Internal Medicine, Gastroenterology, Michigan Medicine at the University of Michigan, Ann Arbor, MI, USA
| | - Jason R Spence
- Department of Internal Medicine, Gastroenterology, Michigan Medicine at the University of Michigan, Ann Arbor, MI, USA
- Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, MI, USA
| | - Jonathan Z Sexton
- Department of Medicinal Chemistry, College of Pharmacy, University of Michigan, Ann Arbor, MI, USA
- Department of Internal Medicine, Gastroenterology, Michigan Medicine at the University of Michigan, Ann Arbor, MI, USA
| | - Konstantinos D Alysandratos
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, MA, 1702118, USA
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Darrell N Kotton
- Center for Regenerative Medicine of Boston University and Boston Medical Center, Boston, MA, 1702118, USA
- The Pulmonary Center and Department of Medicine, Boston University School of Medicine, Boston, MA, 02118, USA
| | - Stefania Pittaluga
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute (NCI), NIH, Bethesda, MD, USA
| | - Jack Bibby
- Complement and Inflammation Research Section (CIRS), National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health (NIH), Bethesda, MD, USA
| | - Nathalie Niyonzima
- Center of Molecular Inflammation Research (CEMIR), Department of Cancer Research and Molecular Medicine, Norwegian University of Science and Technology (NTNU), 7491 Trondheim, Norway
| | - Matthew R Olson
- Department of Biological Sciences, Purdue University, West Lafayette, IN, USA
| | - Shahram Kordasti
- CRUK-KHP Centre, Comprehensive Cancer Centre, King's College London, London, UK
- Haematology Department, Guy's Hospital, London, UK
| | - Didier Portilla
- Immunoregulation Section, Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), NIH, Bethesda, MD, USA
- Division of Nephrology and the Center for Immunity, Inflammation and Regenerative Medicine, University of Virginia, VA, USA
| | - Christiane E Wobus
- Department of Microbiology and Immunology, University of Michigan, Ann Arbor, MI, USA
| | - Arian Laurence
- Nuffield Department of Medicine, University of Oxford, UK
| | - Michail S Lionakis
- Fungal Pathogenesis Section, Laboratory of Clinical Immunology and Microbiology, National Institute of Allergy and Infectious Diseases (NIAID), NIH, Bethesda, MD, USA
| | - Claudia Kemper
- Complement and Inflammation Research Section (CIRS), National Heart, Lung, and Blood Institute (NHLBI), National Institutes of Health (NIH), Bethesda, MD, USA.
- Institute for Systemic Inflammation Research, University of Lübeck, Lübeck, Germany
| | - Behdad Afzali
- Immunoregulation Section, Kidney Diseases Branch, National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), NIH, Bethesda, MD, USA.
| | - Majid Kazemian
- Department of Biochemistry, Purdue University, West Lafayette, IN, USA.
- Department of Computer Science, Purdue University, West Lafayette, IN, USA
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174
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Triana S, Metz‐Zumaran C, Ramirez C, Kee C, Doldan P, Shahraz M, Schraivogel D, Gschwind AR, Sharma AK, Steinmetz LM, Herrmann C, Alexandrov T, Boulant S, Stanifer ML. Single-cell analyses reveal SARS-CoV-2 interference with intrinsic immune response in the human gut. Mol Syst Biol 2021; 17:e10232. [PMID: 33904651 PMCID: PMC8077299 DOI: 10.15252/msb.202110232] [Citation(s) in RCA: 70] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 03/31/2021] [Accepted: 03/31/2021] [Indexed: 12/26/2022] Open
Abstract
Exacerbated pro-inflammatory immune response contributes to COVID-19 pathology. However, despite the mounting evidence about SARS-CoV-2 infecting the human gut, little is known about the antiviral programs triggered in this organ. To address this gap, we performed single-cell transcriptomics of SARS-CoV-2-infected intestinal organoids. We identified a subpopulation of enterocytes as the prime target of SARS-CoV-2 and, interestingly, found the lack of positive correlation between susceptibility to infection and the expression of ACE2. Infected cells activated strong pro-inflammatory programs and produced interferon, while expression of interferon-stimulated genes was limited to bystander cells due to SARS-CoV-2 suppressing the autocrine action of interferon. These findings reveal that SARS-CoV-2 curtails the immune response and highlights the gut as a pro-inflammatory reservoir that should be considered to fully understand SARS-CoV-2 pathogenesis.
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Affiliation(s)
- Sergio Triana
- Structural and Computational Biology Unit, European Molecular Biology LaboratoryHeidelbergGermany
- Faculty of BiosciencesCollaboration for Joint PhD Degree between EMBL and Heidelberg UniversityHeidelbergGermany
| | - Camila Metz‐Zumaran
- Department of Infectious Diseases, VirologyHeidelberg University HospitalHeidelbergGermany
| | - Carlos Ramirez
- Health Data Science UnitMedical Faculty University Heidelberg and BioQuantHeidelbergGermany
| | - Carmon Kee
- Department of Infectious Diseases, VirologyHeidelberg University HospitalHeidelbergGermany
- Research Group “Cellular Polarity and Viral Infection”German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Patricio Doldan
- Department of Infectious Diseases, VirologyHeidelberg University HospitalHeidelbergGermany
- Research Group “Cellular Polarity and Viral Infection”German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Mohammed Shahraz
- Structural and Computational Biology Unit, European Molecular Biology LaboratoryHeidelbergGermany
| | - Daniel Schraivogel
- Genome Biology Unit, European Molecular Biology LaboratoryHeidelbergGermany
| | - Andreas R Gschwind
- Department of GeneticsStanford University School of MedicineStanfordCAUSA
| | - Ashwini K Sharma
- Department of Infectious Diseases, VirologyHeidelberg University HospitalHeidelbergGermany
- Health Data Science UnitMedical Faculty University Heidelberg and BioQuantHeidelbergGermany
| | - Lars M Steinmetz
- Genome Biology Unit, European Molecular Biology LaboratoryHeidelbergGermany
- Department of GeneticsStanford University School of MedicineStanfordCAUSA
- Stanford Genome Technology CenterPalo AltoCAUSA
| | - Carl Herrmann
- Health Data Science UnitMedical Faculty University Heidelberg and BioQuantHeidelbergGermany
| | - Theodore Alexandrov
- Structural and Computational Biology Unit, European Molecular Biology LaboratoryHeidelbergGermany
- Skaggs School of Pharmacy and Pharmaceutical SciencesUniversity of California San DiegoLa JollaCAUSA
- Molecular Medicine Partnership Unit (MMPU)European Molecular Biology LaboratoryHeidelbergGermany
| | - Steeve Boulant
- Department of Infectious Diseases, VirologyHeidelberg University HospitalHeidelbergGermany
- Research Group “Cellular Polarity and Viral Infection”German Cancer Research Center (DKFZ)HeidelbergGermany
| | - Megan L Stanifer
- Department of Infectious DiseasesMolecular VirologyHeidelberg University HospitalHeidelbergGermany
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175
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Caruso FP, Scala G, Cerulo L, Ceccarelli M. A review of COVID-19 biomarkers and drug targets: resources and tools. Brief Bioinform 2021; 22:701-713. [PMID: 33279954 PMCID: PMC7799271 DOI: 10.1093/bib/bbaa328] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2020] [Revised: 10/05/2020] [Accepted: 10/23/2020] [Indexed: 01/18/2023] Open
Abstract
The stratification of patients at risk of progression of COVID-19 and their molecular characterization is of extreme importance to optimize treatment and to identify therapeutic options. The bioinformatics community has responded to the outbreak emergency with a set of tools and resource to identify biomarkers and drug targets that we review here. Starting from a consolidated corpus of 27 570 papers, we adopt latent Dirichlet analysis to extract relevant topics and select those associated with computational methods for biomarker identification and drug repurposing. The selected topics span from machine learning and artificial intelligence for disease characterization to vaccine development and to therapeutic target identification. Although the way to go for the ultimate defeat of the pandemic is still long, the amount of knowledge, data and tools generated so far constitutes an unprecedented example of global cooperation to this threat.
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176
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Synowiec A, Szczepański A, Barreto-Duran E, Lie LK, Pyrc K. Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2): a Systemic Infection. Clin Microbiol Rev 2021; 34:e00133-20. [PMID: 33441314 PMCID: PMC7849242 DOI: 10.1128/cmr.00133-20] [Citation(s) in RCA: 142] [Impact Index Per Article: 35.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
To date, seven identified coronaviruses (CoVs) have been found to infect humans; of these, three highly pathogenic variants have emerged in the 21st century. The newest member of this group, severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), was first detected at the end of 2019 in Hubei province, China. Since then, this novel coronavirus has spread worldwide, causing a pandemic; the respiratory disease caused by the virus is called coronavirus disease 2019 (COVID-19). The clinical presentation ranges from asymptomatic to mild respiratory tract infections and influenza-like illness to severe disease with accompanying lung injury, multiorgan failure, and death. Although the lungs are believed to be the site at which SARS-CoV-2 replicates, infected patients often report other symptoms, suggesting the involvement of the gastrointestinal tract, heart, cardiovascular system, kidneys, and other organs; therefore, the following question arises: is COVID-19 a respiratory or systemic disease? This review aims to summarize existing data on the replication of SARS-CoV-2 in different tissues in both patients and ex vivo models.
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Affiliation(s)
- Aleksandra Synowiec
- Virogenetics Laboratory of Virology, Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
| | - Artur Szczepański
- Virogenetics Laboratory of Virology, Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
- Microbiology Department, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Krakow, Poland
| | - Emilia Barreto-Duran
- Virogenetics Laboratory of Virology, Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
| | - Laurensius Kevin Lie
- Virogenetics Laboratory of Virology, Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
| | - Krzysztof Pyrc
- Virogenetics Laboratory of Virology, Malopolska Centre of Biotechnology, Jagiellonian University, Krakow, Poland
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177
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Chen JS, Alfajaro MM, Chow RD, Wei J, Filler RB, Eisenbarth SC, Wilen CB. Non-steroidal anti-inflammatory drugs dampen the cytokine and antibody response to SARS-CoV-2 infection. J Virol 2021; 95:JVI.00014-21. [PMID: 33441348 PMCID: PMC8092681 DOI: 10.1128/jvi.00014-21] [Citation(s) in RCA: 87] [Impact Index Per Article: 21.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2021] [Accepted: 01/11/2021] [Indexed: 12/15/2022] Open
Abstract
Identifying drugs that regulate severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection and its symptoms has been a pressing area of investigation during the coronavirus disease 2019 (COVID-19) pandemic. Nonsteroidal anti-inflammatory drugs (NSAIDs), which are frequently used for the relief of pain and inflammation, could modulate both SARS-CoV-2 infection and the host response to the virus. NSAIDs inhibit the enzymes cyclooxygenase-1 (COX-1) and cyclooxygenase-2 (COX-2), which mediate the production of prostaglandins (PGs). As PGs play diverse biological roles in homeostasis and inflammatory responses, inhibiting PG production with NSAIDs could affect COVID-19 pathogenesis in multiple ways, including: (1) altering susceptibility to infection by modifying expression of angiotensin-converting enzyme 2 (ACE2), the cell entry receptor for SARS-CoV-2; (2) regulating replication of SARS-CoV-2 in host cells; and (3) modulating the immune response to SARS-CoV-2. Here, we investigate these potential roles. We demonstrate that SARS-CoV-2 infection upregulates COX-2 in diverse human cell culture and mouse systems. However, suppression of COX-2 by two commonly used NSAIDs, ibuprofen and meloxicam, had no effect on ACE2 expression, viral entry, or viral replication. In contrast, in a mouse model of SARS-CoV-2 infection, NSAID treatment reduced production of pro-inflammatory cytokines and impaired the humoral immune response to SARS-CoV-2 as demonstrated by reduced neutralizing antibody titers. Our findings indicate that NSAID treatment may influence COVID-19 outcomes by dampening the inflammatory response and production of protective antibodies rather than modifying susceptibility to infection or viral replication.ImportancePublic health officials have raised concerns about the use of nonsteroidal anti-inflammatory drugs (NSAIDs) for treating symptoms of coronavirus disease 2019 (COVID-19). NSAIDs inhibit the enzymes cyclooxygenase-1 (COX-1) and cyclooxygenase-2 (COX-2), which are critical for the generation of prostaglandins - lipid molecules with diverse roles in homeostasis and inflammation. Inhibition of prostaglandin production by NSAIDs could therefore have multiple effects on COVID-19 pathogenesis. Here, we demonstrate that NSAID treatment reduced both the antibody and pro-inflammatory cytokine response to SARS-CoV-2 infection. The ability of NSAIDs to modulate the immune response to SARS-CoV-2 infection has important implications for COVID-19 pathogenesis in patients. Whether this occurs in humans and whether it is beneficial or detrimental to the host remains an important area of future investigation. This also raises the possibility that NSAIDs may alter the immune response to SARS-CoV-2 vaccination.
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Affiliation(s)
- Jennifer S Chen
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Mia Madel Alfajaro
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Ryan D Chow
- Department of Genetics, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Jin Wei
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Renata B Filler
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Stephanie C Eisenbarth
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
| | - Craig B Wilen
- Department of Laboratory Medicine, Yale University School of Medicine, New Haven, CT, USA
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
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178
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Aid M, Busman-Sahay K, Vidal SJ, Maliga Z, Bondoc S, Starke C, Terry M, Jacobson CA, Wrijil L, Ducat S, Brook OR, Miller AD, Porto M, Pellegrini KL, Pino M, Hoang TN, Chandrashekar A, Patel S, Stephenson K, Bosinger SE, Andersen H, Lewis MG, Hecht JL, Sorger PK, Martinot AJ, Estes JD, Barouch DH. Vascular Disease and Thrombosis in SARS-CoV-2-Infected Rhesus Macaques. Cell 2020; 183:1354-1366.e13. [PMID: 33065030 PMCID: PMC7546181 DOI: 10.1016/j.cell.2020.10.005] [Citation(s) in RCA: 171] [Impact Index Per Article: 34.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 09/30/2020] [Accepted: 10/05/2020] [Indexed: 12/14/2022]
Abstract
The COVID-19 pandemic has led to extensive morbidity and mortality throughout the world. Clinical features that drive SARS-CoV-2 pathogenesis in humans include inflammation and thrombosis, but the mechanistic details underlying these processes remain to be determined. In this study, we demonstrate endothelial disruption and vascular thrombosis in histopathologic sections of lungs from both humans and rhesus macaques infected with SARS-CoV-2. To define key molecular pathways associated with SARS-CoV-2 pathogenesis in macaques, we performed transcriptomic analyses of bronchoalveolar lavage and peripheral blood and proteomic analyses of serum. We observed macrophage infiltrates in lung and upregulation of macrophage, complement, platelet activation, thrombosis, and proinflammatory markers, including C-reactive protein, MX1, IL-6, IL-1, IL-8, TNFα, and NF-κB. These results suggest a model in which critical interactions between inflammatory and thrombosis pathways lead to SARS-CoV-2-induced vascular disease. Our findings suggest potential therapeutic targets for COVID-19.
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Affiliation(s)
- Malika Aid
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | | | - Samuel J Vidal
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Zoltan Maliga
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Stephen Bondoc
- Oregon Health & Sciences University, Beaverton, OR 97006, USA
| | - Carly Starke
- Oregon Health & Sciences University, Beaverton, OR 97006, USA
| | - Margaret Terry
- Oregon Health & Sciences University, Beaverton, OR 97006, USA
| | - Connor A Jacobson
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Linda Wrijil
- Tufts University Cummings School of Veterinary Medicine, North Grafton, MA 01536, USA
| | - Sarah Ducat
- Tufts University Cummings School of Veterinary Medicine, North Grafton, MA 01536, USA
| | - Olga R Brook
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA 02215, USA
| | - Andrew D Miller
- Department of Biomedical Sciences, Section of Anatomic Pathology, Cornell University College of Veterinary Medicine, Ithaca, NY 14853, USA
| | | | - Kathryn L Pellegrini
- Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Maria Pino
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Timothy N Hoang
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA
| | - Abishek Chandrashekar
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Shivani Patel
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Kathryn Stephenson
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Steven E Bosinger
- Division of Microbiology and Immunology, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Yerkes Genomics Core Laboratory, Yerkes National Primate Research Center, Emory University, Atlanta, GA 30329, USA; Department of Pathology & Laboratory Medicine, Emory School of Medicine, Emory University, Atlanta, GA 30329, USA
| | | | | | - Jonathan L Hecht
- Department of Pathology, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Peter K Sorger
- Laboratory of Systems Pharmacology, Harvard Medical School, Boston, MA 02115, USA
| | - Amanda J Martinot
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; Tufts University Cummings School of Veterinary Medicine, North Grafton, MA 01536, USA
| | - Jacob D Estes
- Oregon Health & Sciences University, Beaverton, OR 97006, USA
| | - Dan H Barouch
- Center for Virology and Vaccine Research, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA; Ragon Institute of MGH, MIT, and Harvard, Cambridge, MA 02139, USA.
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179
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Wei Y, Shah R. Substance Use Disorder in the COVID-19 Pandemic: A Systematic Review of Vulnerabilities and Complications. Pharmaceuticals (Basel) 2020; 13:E155. [PMID: 32708495 PMCID: PMC7407364 DOI: 10.3390/ph13070155] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 07/15/2020] [Accepted: 07/16/2020] [Indexed: 01/18/2023] Open
Abstract
As the world endures the coronavirus disease 2019 (COVID-19) pandemic, the conditions of 35 million vulnerable individuals struggling with substance use disorders (SUDs) worldwide have not received sufficient attention for their special health and medical needs. Many of these individuals are complicated by underlying health conditions, such as cardiovascular and lung diseases and undermined immune systems. During the pandemic, access to the healthcare systems and support groups is greatly diminished. Current research on COVID-19 has not addressed the unique challenges facing individuals with SUDs, including the heightened vulnerability and susceptibility to the disease. In this systematic review, we will discuss the pathogenesis and pathology of COVID-19, and highlight potential risk factors and complications to these individuals. We will also provide insights and considerations for COVID-19 treatment and prevention in patients with SUDs.
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Affiliation(s)
- Yufeng Wei
- Department of Chemistry, New Jersey City University, Jersey City, NJ 07305, USA;
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