Literature DB >> 33654293

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

Christoph Muus1,2, Malte D Luecken3, Gökcen Eraslan4, Lisa Sikkema5, Avinash Waghray6,7,8, Graham Heimberg4, Yoshihiko Kobayashi9, Eeshit Dhaval Vaishnav4,10, Ayshwarya Subramanian4, Christopher Smillie4, Karthik A Jagadeesh4, Elizabeth Thu Duong11, Evgenij Fiskin4, Elena Torlai Triglia4, Meshal Ansari12,13, Peiwen Cai14, Brian Lin7,8,6, Justin Buchanan15,16, Sijia Chen17, Jian Shu18,19, Adam L Haber4,20, Hattie Chung4, Daniel T Montoro4, Taylor Adams21, Hananeh Aliee13, Samuel J Allon18,22,23, Zaneta Andrusivova24, Ilias Angelidis12, Orr Ashenberg4, Kevin Bassler25, Christophe Bécavin26, Inbal Benhar4, Joseph Bergenstråhle24, Ludvig Bergenstråhle24, Liam Bolt27, Emelie Braun28, Linh T Bui29, Steven Callori30,31, Mark Chaffin32, Evgeny Chichelnitskiy33,34, Joshua Chiou35, Thomas M Conlon12, Michael S Cuoco4, Anna S E Cuomo36, Marie Deprez26, Grant Duclos37, Denise Fine38, David S Fischer13,39, Shila Ghazanfar40, Astrid Gillich41, Bruno Giotti42, Joshua Gould4, Minzhe Guo43, Austin J Gutierrez29, Arun C Habermann44, Tyler Harvey4, Peng He27, Xiaomeng Hou45,46, Lijuan Hu28, Yan Hu47, Alok Jaiswal4, Lu Ji48, Peiyong Jiang48, Theodoros S Kapellos49, Christin S Kuo50, Ludvig Larsson51, Michael A Leney-Greene4, Kyungtae Lim52, Monika Litviňuková53,54, Leif S Ludwig4,55, Soeren Lukassen56,57, Wendy Luo4, Henrike Maatz54, Elo Madissoon58,59, Lira Mamanova27, Kasidet Manakongtreecheep18,60,61, Sylvie Leroy62,63, Christoph H Mayr64, Ian M Mbano65,66, Alexi M McAdams67, Ahmad N Nabhan41, Sarah K Nyquist18,23,68, Lolita Penland41, Olivier B Poirion45,46, Sergio Poli21, CanCan Qi69,70, Rachel Queen71, Daniel Reichart72,73, Ivan Rosas21, Jonas C Schupp74, Conor V Shea75, Xingyi Shi75,76, Rahul Sinha77, Rene V Sit41, Kamil Slowikowski18,60,61, Michal Slyper4, Neal P Smith78, Alex Sountoulidis79, Maximilian Strunz80, Travis B Sullivan81, Dawei Sun52, Carlos Talavera-López82, Peng Tan4, Jessica Tantivit18,60,61, Kyle J Travaglini41, Nathan R Tucker32,83, Katherine A Vernon18,84, Marc H Wadsworth18,23,85, Julia Waldman4, Xiuting Wang14, Ke Xu75, Wenjun Yan86,87, William Zhao14, Carly G K Ziegler18,23,88.   

Abstract

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.

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Year:  2021        PMID: 33654293      PMCID: PMC9469728          DOI: 10.1038/s41591-020-01227-z

Source DB:  PubMed          Journal:  Nat Med        ISSN: 1078-8956            Impact factor:   87.241


  75 in total

1.  Comprehensive Integration of Single-Cell Data.

Authors:  Tim Stuart; Andrew Butler; Paul Hoffman; Christoph Hafemeister; Efthymia Papalexi; William M Mauck; Yuhan Hao; Marlon Stoeckius; Peter Smibert; Rahul Satija
Journal:  Cell       Date:  2019-06-06       Impact factor: 41.582

2.  Multiplex single cell profiling of chromatin accessibility by combinatorial cellular indexing.

Authors:  Darren A Cusanovich; Riza Daza; Andrew Adey; Hannah A Pliner; Lena Christiansen; Kevin L Gunderson; Frank J Steemers; Cole Trapnell; Jay Shendure
Journal:  Science       Date:  2015-05-07       Impact factor: 47.728

3.  Single-cell reconstruction of the early maternal-fetal interface in humans.

Authors:  Roser Vento-Tormo; Mirjana Efremova; Muzlifah Haniffa; Ashley Moffett; Sarah A Teichmann; Rachel A Botting; Margherita Y Turco; Miquel Vento-Tormo; Kerstin B Meyer; Jong-Eun Park; Emily Stephenson; Krzysztof Polański; Angela Goncalves; Lucy Gardner; Staffan Holmqvist; Johan Henriksson; Angela Zou; Andrew M Sharkey; Ben Millar; Barbara Innes; Laura Wood; Anna Wilbrey-Clark; Rebecca P Payne; Martin A Ivarsson; Steve Lisgo; Andrew Filby; David H Rowitch; Judith N Bulmer; Gavin J Wright; Michael J T Stubbington
Journal:  Nature       Date:  2018-11-14       Impact factor: 69.504

4.  Cholesterol metabolism promotes B-cell positioning during immune pathogenesis of chronic obstructive pulmonary disease.

Authors:  Jie Jia; Thomas M Conlon; Rim Sj Sarker; Demet Taşdemir; Natalia F Smirnova; Barkha Srivastava; Stijn E Verleden; Gizem Güneş; Xiao Wu; Cornelia Prehn; Jiaqi Gao; Katharina Heinzelmann; Jutta Lintelmann; Martin Irmler; Stefan Pfeiffer; Michael Schloter; Ralf Zimmermann; Martin Hrabé de Angelis; Johannes Beckers; Jerzy Adamski; Hasan Bayram; Oliver Eickelberg; Ali Önder Yildirim
Journal:  EMBO Mol Med       Date:  2018-05       Impact factor: 12.137

5.  Single-Cell Transcriptomic Analysis of Human Lung Provides Insights into the Pathobiology of Pulmonary Fibrosis.

Authors:  Paul A Reyfman; James M Walter; Nikita Joshi; Kishore R Anekalla; Alexandra C McQuattie-Pimentel; Stephen Chiu; Ramiro Fernandez; Mahzad Akbarpour; Ching-I Chen; Ziyou Ren; Rohan Verma; Hiam Abdala-Valencia; Kiwon Nam; Monica Chi; SeungHye Han; Francisco J Gonzalez-Gonzalez; Saul Soberanes; Satoshi Watanabe; Kinola J N Williams; Annette S Flozak; Trevor T Nicholson; Vince K Morgan; Deborah R Winter; Monique Hinchcliff; Cara L Hrusch; Robert D Guzy; Catherine A Bonham; Anne I Sperling; Remzi Bag; Robert B Hamanaka; Gökhan M Mutlu; Anjana V Yeldandi; Stacy A Marshall; Ali Shilatifard; Luis A N Amaral; Harris Perlman; Jacob I Sznajder; A Christine Argento; Colin T Gillespie; Jane Dematte; Manu Jain; Benjamin D Singer; Karen M Ridge; Anna P Lam; Ankit Bharat; Sangeeta M Bhorade; Cara J Gottardi; G R Scott Budinger; Alexander V Misharin
Journal:  Am J Respir Crit Care Med       Date:  2019-06-15       Impact factor: 21.405

6.  Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study.

Authors:  Nanshan Chen; Min Zhou; Xuan Dong; Jieming Qu; Fengyun Gong; Yang Han; Yang Qiu; Jingli Wang; Ying Liu; Yuan Wei; Jia'an Xia; Ting Yu; Xinxin Zhang; Li Zhang
Journal:  Lancet       Date:  2020-01-30       Impact factor: 79.321

7.  Single-cell RNA-seq reveals ectopic and aberrant lung-resident cell populations in idiopathic pulmonary fibrosis.

Authors:  Taylor S Adams; Jonas C Schupp; Sergio Poli; Ehab A Ayaub; Nir Neumark; Farida Ahangari; Sarah G Chu; Benjamin A Raby; Giuseppe DeIuliis; Michael Januszyk; Qiaonan Duan; Heather A Arnett; Asim Siddiqui; George R Washko; Robert Homer; Xiting Yan; Ivan O Rosas; Naftali Kaminski
Journal:  Sci Adv       Date:  2020-07-08       Impact factor: 14.136

8.  Single cell RNA sequencing of 13 human tissues identify cell types and receptors of human coronaviruses.

Authors:  Furong Qi; Shen Qian; Shuye Zhang; Zheng Zhang
Journal:  Biochem Biophys Res Commun       Date:  2020-03-19       Impact factor: 3.575

9.  Structure, Function, and Antigenicity of the SARS-CoV-2 Spike Glycoprotein.

Authors:  Alexandra C Walls; Young-Jun Park; M Alejandra Tortorici; Abigail Wall; Andrew T McGuire; David Veesler
Journal:  Cell       Date:  2020-03-09       Impact factor: 41.582

10.  Serology-informed estimates of SARS-CoV-2 infection fatality risk in Geneva, Switzerland.

Authors:  Javier Perez-Saez; Stephen A Lauer; Laurent Kaiser; Simon Regard; Elisabeth Delaporte; Idris Guessous; Silvia Stringhini; Andrew S Azman
Journal:  Lancet Infect Dis       Date:  2020-07-14       Impact factor: 25.071

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  91 in total

Review 1.  SARS-CoV-2 pathogenesis.

Authors:  Mart M Lamers; Bart L Haagmans
Journal:  Nat Rev Microbiol       Date:  2022-03-30       Impact factor: 60.633

2.  Cell transcriptomic atlas of the non-human primate Macaca fascicularis.

Authors:  Lei Han; Xiaoyu Wei; Chuanyu Liu; Giacomo Volpe; Zhenkun Zhuang; Xuanxuan Zou; Zhifeng Wang; Taotao Pan; Yue Yuan; Xiao Zhang; Peng Fan; Pengcheng Guo; Yiwei Lai; Ying Lei; Xingyuan Liu; Feng Yu; Shuncheng Shangguan; Guangyao Lai; Qiuting Deng; Ya Liu; Liang Wu; Quan Shi; Hao Yu; Yunting Huang; Mengnan Cheng; Jiangshan Xu; Yang Liu; Mingyue Wang; Chunqing Wang; Yuanhang Zhang; Duo Xie; Yunzhi Yang; Yeya Yu; Huiwen Zheng; Yanrong Wei; Fubaoqian Huang; Junjie Lei; Waidong Huang; Zhiyong Zhu; Haorong Lu; Bo Wang; Xiaofeng Wei; Fengzhen Chen; Tao Yang; Wensi Du; Jing Chen; Shibo Xu; Juan An; Carl Ward; Zongren Wang; Zhong Pei; Chi-Wai Wong; Xiaolei Liu; Huafeng Zhang; Mingyuan Liu; Baoming Qin; Axel Schambach; Joan Isern; Liqiang Feng; Yan Liu; Xiangyu Guo; Zhen Liu; Qiang Sun; Patrick H Maxwell; Nick Barker; Pura Muñoz-Cánoves; Ying Gu; Jan Mulder; Mathias Uhlen; Tao Tan; Shiping Liu; Huanming Yang; Jian Wang; Yong Hou; Xun Xu; Miguel A Esteban; Longqi Liu
Journal:  Nature       Date:  2022-04-13       Impact factor: 49.962

Review 3.  Cell type ontologies of the Human Cell Atlas.

Authors:  David Osumi-Sutherland; Chuan Xu; Maria Keays; Adam P Levine; Peter V Kharchenko; Aviv Regev; Ed Lein; Sarah A Teichmann
Journal:  Nat Cell Biol       Date:  2021-11-08       Impact factor: 28.824

4.  Imaging intact human organs with local resolution of cellular structures using hierarchical phase-contrast tomography.

Authors:  C L Walsh; P Tafforeau; W L Wagner; D J Jafree; A Bellier; C Werlein; M P Kühnel; E Boller; S Walker-Samuel; J L Robertus; D A Long; J Jacob; S Marussi; E Brown; N Holroyd; D D Jonigk; M Ackermann; P D Lee
Journal:  Nat Methods       Date:  2021-11-04       Impact factor: 28.547

Review 5.  COVID-19 and the liver: What do we know so far?

Authors:  Prashant Nasa; George Alexander
Journal:  World J Hepatol       Date:  2021-05-27

6.  Mutants of human ACE2 differentially promote SARS-CoV and SARS-CoV-2 spike mediated infection.

Authors:  Nidhi Shukla; Sarah M Roelle; Vinicius G Suzart; Anna M Bruchez; Kenneth A Matreyek
Journal:  PLoS Pathog       Date:  2021-07-16       Impact factor: 6.823

7.  Multi-dimensional and longitudinal systems profiling reveals predictive pattern of severe COVID-19.

Authors:  Marcel S Woo; Friedrich Haag; Axel Nierhaus; Dominik Jarczak; Kevin Roedl; Christina Mayer; Thomas T Brehm; Marc van der Meirschen; Annette Hennigs; Maximilian Christopeit; Walter Fiedler; Panagiotis Karagiannis; Christoph Burdelski; Alexander Schultze; Samuel Huber; Marylyn M Addo; Stefan Schmiedel; Manuel A Friese; Stefan Kluge; Julian Schulze Zur Wiesch
Journal:  iScience       Date:  2021-06-19

Review 8.  Original Hosts, Clinical Features, Transmission Routes, and Vaccine Development for Coronavirus Disease (COVID-19).

Authors:  Ting Wu; Shuntong Kang; Wenyao Peng; Chenzhe Zuo; Yuhao Zhu; Liangyu Pan; Keyun Fu; Yaxian You; Xinyuan Yang; Xuan Luo; Liping Jiang; Meichun Deng
Journal:  Front Med (Lausanne)       Date:  2021-07-06

9.  COVID-19 autopsy cases: detection of virus in endocrine tissues.

Authors:  A M Poma; D Bonuccelli; R Giannini; E Macerola; P Vignali; C Ugolini; L Torregrossa; A Proietti; M Pistello; A Basolo; F Santini; A Toniolo; F Basolo
Journal:  J Endocrinol Invest       Date:  2021-06-30       Impact factor: 4.256

10.  Chronic lung diseases are associated with gene expression programs favoring SARS-CoV-2 entry and severity.

Authors:  Linh T Bui; Nichelle I Winters; Mei-I Chung; Chitra Joseph; Austin J Gutierrez; Arun C Habermann; Taylor S Adams; Jonas C Schupp; Sergio Poli; Lance M Peter; Chase J Taylor; Jessica B Blackburn; Bradley W Richmond; Andrew G Nicholson; Doris Rassl; William A Wallace; Ivan O Rosas; R Gisli Jenkins; Naftali Kaminski; Jonathan A Kropski; Nicholas E Banovich
Journal:  Nat Commun       Date:  2021-07-14       Impact factor: 14.919

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