Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics

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Názov: Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics
Autori: Christoph Muus, Malte D. Luecken, Gökcen Eraslan, Lisa Sikkema, Avinash Waghray, Graham Heimberg, Yoshihiko Kobayashi, Eeshit Dhaval Vaishnav, Ayshwarya Subramanian, Christopher Smillie, Karthik A. Jagadeesh, Elizabeth Thu Duong, Evgenij Fiskin, Elena Torlai Triglia, Meshal Ansari, Peiwen Cai, Brian Lin, Justin Buchanan, Sijia Chen, Jian Shu, Adam L. Haber, Hattie Chung, Daniel T. Montoro, Taylor Adams, Hananeh Aliee, Samuel J. Allon, Zaneta Andrusivova, Ilias Angelidis, Orr Ashenberg, Kevin Bassler, Christophe Bécavin, Inbal Benhar, Joseph Bergenstråhle, Ludvig Bergenstråhle, Liam Bolt, Emelie Braun, Linh T. Bui, Steven Callori, Mark Chaffin, Evgeny Chichelnitskiy, Joshua Chiou, Thomas M. Conlon, Michael S. Cuoco, Anna S. E. Cuomo, Marie Deprez, Grant Duclos, Denise Fine, David S. Fischer, Shila Ghazanfar, Astrid Gillich, Bruno Giotti, Joshua Gould, Minzhe Guo, Austin J. Gutierrez, Arun C. Habermann, Tyler Harvey, Peng He, Xiaomeng Hou, Lijuan Hu, Yan Hu, Alok Jaiswal, Lu Ji, Peiyong Jiang, Theodoros S. Kapellos, Christin S. Kuo, Ludvig Larsson, Michael A. Leney-Greene, Kyungtae Lim, Monika Litviňuková, Leif S. Ludwig, Soeren Lukassen, Wendy Luo, Henrike Maatz, Elo Madissoon, Lira Mamanova, Kasidet Manakongtreecheep, Sylvie Leroy, Christoph H. Mayr, Ian M. Mbano, Alexi M. McAdams, Ahmad N. Nabhan, Sarah K. Nyquist, Lolita Penland, Olivier B. Poirion, Sergio Poli, CanCan Qi, Rachel Queen, Daniel Reichart, Ivan Rosas, Jonas C. Schupp, Conor V. Shea, Xingyi Shi, Rahul Sinha, Rene V. Sit, Kamil Slowikowski, Michal Slyper, Neal P. Smith, Alex Sountoulidis, Maximilian Strunz, Travis B. Sullivan, Dawei Sun, Carlos Talavera-López, Peng Tan, Jessica Tantivit, Kyle J. Travaglini, Nathan R. Tucker, Katherine A. Vernon, Marc H. Wadsworth, Julia Waldman, Xiuting Wang, Ke Xu, Wenjun Yan, William Zhao, Carly G. K. Ziegler, Gail H. Deutsch, Jennifer Dutra, Kyle J. Gaulton, Jeanne Holden-Wiltse, Heidie L. Huyck, Thomas J. Mariani, Ravi S. Misra, Cory Poole, Sebastian Preissl, Gloria S. Pryhuber, Lisa Rogers, Xin Sun, Allen Wang, Jeffrey A. Whitsett, Yan Xu, Jehan Alladina, Nicholas E. Banovich, Pascal Barbry, Jennifer E. Beane, Roby P. Bhattacharyya, Katharine E. Black, Alvis Brazma, Joshua D. Campbell, Josalyn L. Cho, Joseph Collin, Christian Conrad, Kitty de Jong, Tushar Desai, Diane Z. Ding, Oliver Eickelberg, Roland Eils, Patrick T. Ellinor, Alen Faiz, Christine S. Falk, Michael Farzan, Andrew Gellman, Gad Getz, Ian A. Glass, Anna Greka, Muzlifah Haniffa, Lida P. Hariri, Mark W. Hennon, Peter Horvath, Norbert Hübner, Deborah T. Hung, William J. Janssen, Dejan Juric, Naftali Kaminski, Melanie Koenigshoff, Gerard H. Koppelman, Mark A. Krasnow, Jonathan A. Kropski, Malte Kuhnemund, Robert Lafyatis, Majlinda Lako, Eric S. Lander, Haeock Lee, Marc E. Lenburg, Charles-Hugo Marquette, Ross J. Metzger, Sten Linnarsson, Gang Liu, Yuk Ming Dennis Lo, Joakim Lundeberg, John C. Marioni, Sarah A. Mazzilli, Benjamin D. Medoff, Kerstin B. Meyer, Zhichao Miao, Alexander V. Misharin, Martijn C. Nawijn, Marko Z. Nikolić, Michela Noseda, Jose Ordovas-Montanes, Gavin Y. Oudit, Dana Pe’er, Joseph E. Powell, Stephen R. Quake, Jayaraj Rajagopal, Purushothama Rao Tata, Emma L. Rawlins, Aviv Regev, Mary E. Reid, Paul A. Reyfman, Kimberly M. Rieger-Christ, Mauricio Rojas, Orit Rozenblatt-Rosen, Kourosh Saeb-Parsy, Christos Samakovlis, Joshua R. Sanes, Herbert B. Schiller, Joachim L. Schultze, Roland F. Schwarz, Ayellet V. Segre, Max A. Seibold, Christine E. Seidman, Jon G. Seidman, Alex K. Shalek, Douglas P. Shepherd, Jason R. Spence, Avrum Spira, Erik Sundström, Sarah A. Teichmann, Fabian J. Theis, Alexander M. Tsankov, Ludovic Vallier, Maarten van den Berge, Tave A. Van Zyl, Alexandra-Chloé Villani, Astrid Weins, Ramnik J. Xavier, Ali Önder Yildirim, Laure-Emmanuelle Zaragosi, Darin Zerti, Hongbo Zhang, Kun Zhang, Xiaohui Zhang
Zdroj: Nature Medicine, vol 27, iss 3
Nature Medicine
Informácie o vydavateľovi: Springer Science and Business Media LLC, 2021.
Rok vydania: 2021
Predmety: Male, 0301 basic medicine, Coronaviruses, Cathepsin L, Respiratory System, Datasets as Topic, 32 Biomedical and Clinical Sciences, Lung/metabolism, Organ Specificity/genetics, 80 and over, 2.1 Biological and endogenous factors, Lung, COVID-19/epidemiology, Aged, 80 and over, QH3011 Biochemistry / biokémia, anzsrc-for: 42 Health sciences, Serine Endopeptidases, 3 Good Health and Well Being, General Medicine, Middle Aged, Host-Pathogen Interactions/genetics, 3. Good health, Angiotensin-Converting Enzyme 2/genetics, Infectious Diseases, Datasets as Topic/statistics & numerical data, Respiratory System/metabolism, Cathepsin L/genetics, Organ Specificity, Host-Pathogen Interactions, Respiratory, NHLBI LungMap Consortium, Female, Angiotensin-Converting Enzyme 2, Single-Cell Analysis, RNA/methods, Sequence Analysis, Adult, 1.1 Normal biological development and functioning, Alveolar Epithelial Cells/metabolism, Immunology, Genetics and Molecular Biology, Serine Endopeptidases/genetics, QR355 Virology / víruskutatás, 03 medical and health sciences, anzsrc-for: 32 Biomedical and Clinical Sciences, Genetics, Humans, Gene Expression Profiling/statistics & numerical data, Transcriptomics, Aged, Demography, Human Cell Atlas Lung Biological Network, SARS-CoV-2, Sequence Analysis, RNA, Gene Expression Profiling, Single-Cell Analysis/methods, COVID-19, Virus Internalization, Computational biology and bioinformatics, Emerging Infectious Diseases, anzsrc-for: 11 Medical and Health Sciences, Viral infection, Alveolar Epithelial Cells, General Biochemistry, RNA, SARS-CoV-2/physiology
Popis: Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral tropism and impact across the body. We assessed the cell-type-specific expression of ACE2, TMPRSS2 and CTSL across 107 single-cell RNA-sequencing studies from different tissues. ACE2, TMPRSS2 and CTSL are coexpressed in specific subsets of respiratory epithelial cells in the nasal passages, airways and alveoli, and in cells from other organs associated with coronavirus disease 2019 (COVID-19) transmission or pathology. We performed a meta-analysis of 31 lung single-cell RNA-sequencing studies with 1,320,896 cells from 377 nasal, airway and lung parenchyma samples from 228 individuals. This revealed cell-type-specific associations of age, sex and smoking with expression levels of ACE2, TMPRSS2 and CTSL. Expression of entry factors increased with age and in males, including in airway secretory cells and alveolar type 2 cells. Expression programs shared by ACE2+TMPRSS2+ cells in nasal, lung and gut tissues included genes that may mediate viral entry, key immune functions and epithelial-macrophage cross-talk, such as genes involved in the interleukin-6, interleukin-1, tumor necrosis factor and complement pathways. Cell-type-specific expression patterns may contribute to the pathogenesis of COVID-19, and our work highlights putative molecular pathways for therapeutic intervention.
Druh dokumentu: Article
Popis súboru: application/pdf; text
Jazyk: English
ISSN: 1546-170X
1078-8956
DOI: 10.1038/s41591-020-01227-z
Prístupová URL adresa: https://www.nature.com/articles/s41591-020-01227-z.pdf
https://pubmed.ncbi.nlm.nih.gov/33654293
https://hdl.handle.net/11370/ca4badb5-f4af-442e-94b7-7d69f61ddab6
https://research.rug.nl/en/publications/ca4badb5-f4af-442e-94b7-7d69f61ddab6
https://doi.org/10.1038/s41591-020-01227-z
https://europepmc.org/article/MED/33654293
https://www.nature.com/articles/s41591-020-01227-z
https://www.nature.com/articles/s41591-020-01227-z.pdf
https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1319033
https://edoc.mdc-berlin.de/20065/
https://www.scilit.net/article/8d8a0e428ae5cdd4951357980846c950?action=show-references
https://discovery-pp.ucl.ac.uk/id/eprint/10133418/
https://escholarship.org/content/qt9896w6b5/qt9896w6b5.pdf
https://escholarship.org/uc/item/9896w6b5
https://publications.scilifelab.se/publication/54d66ea8cbd441738be55f5928034c3e
Rights: Springer Nature TDM
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CC BY NC ND
Prístupové číslo: edsair.doi.dedup.....d839ca15b7936b81f584514e712504f3
Databáza: OpenAIRE
Popis
Abstrakt:Angiotensin-converting enzyme 2 (ACE2) and accessory proteases (TMPRSS2 and CTSL) are needed for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) cellular entry, and their expression may shed light on viral tropism and impact across the body. We assessed the cell-type-specific expression of ACE2, TMPRSS2 and CTSL across 107 single-cell RNA-sequencing studies from different tissues. ACE2, TMPRSS2 and CTSL are coexpressed in specific subsets of respiratory epithelial cells in the nasal passages, airways and alveoli, and in cells from other organs associated with coronavirus disease 2019 (COVID-19) transmission or pathology. We performed a meta-analysis of 31 lung single-cell RNA-sequencing studies with 1,320,896 cells from 377 nasal, airway and lung parenchyma samples from 228 individuals. This revealed cell-type-specific associations of age, sex and smoking with expression levels of ACE2, TMPRSS2 and CTSL. Expression of entry factors increased with age and in males, including in airway secretory cells and alveolar type 2 cells. Expression programs shared by ACE2+TMPRSS2+ cells in nasal, lung and gut tissues included genes that may mediate viral entry, key immune functions and epithelial-macrophage cross-talk, such as genes involved in the interleukin-6, interleukin-1, tumor necrosis factor and complement pathways. Cell-type-specific expression patterns may contribute to the pathogenesis of COVID-19, and our work highlights putative molecular pathways for therapeutic intervention.
ISSN:1546170X
10788956
DOI:10.1038/s41591-020-01227-z