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

Muus, Christoph (author)
Luecken, Malte D. (author)
Eraslan, Gokcen (author)
show more...
Sikkema, Lisa (author)
Waghray, Avinash (author)
Heimberg, Graham (author)
Kobayashi, Yoshihiko (author)
Vaishnav, Eeshit Dhaval (author)
Subramanian, Ayshwarya (author)
Smillie, Christopher (author)
Jagadeesh, Karthik A. (author)
Duong, Elizabeth Thu (author)
Fiskin, Evgenij (author)
Triglia, Elena Torlai (author)
Ansari, Meshal (author)
Cai, Peiwen (author)
Lin, Brian (author)
Buchanan, Justin (author)
Chen, Sijia (author)
Shu, Jian (author)
Larsson, Ludvig (author)
KTH,Genteknologi,Science for Life Laboratory, SciLifeLab
Chung, Hattie (author)
Montoro, Daniel T. (author)
Adams, Taylor (author)
Aliee, Hananeh (author)
Allon, Samuel J. (author)
Andrusivova, Zaneta (author)
KTH,Science for Life Laboratory, SciLifeLab,Genteknologi
Angelidis, Ilias (author)
Ashenberg, Orr (author)
Bassler, Kevin (author)
Becavin, Christophe (author)
Benhar, Inbal (author)
Bergenstråhle, Joseph (author)
KTH,Genteknologi,Science for Life Laboratory, SciLifeLab
Bergenstråhle, Ludvig (author)
KTH,Genteknologi,Science for Life Laboratory, SciLifeLab
Bolt, Liam (author)
Braun, Emelie (author)
Bui, Linh T. (author)
Callori, Steven (author)
Chaffin, Mark (author)
Chichelnitskiy, Evgeny (author)
Chiou, Joshua (author)
Conlon, Thomas M. (author)
Cuoco, Michael S. (author)
Cuomo, Anna S. E. (author)
Deprez, Marie (author)
Duclos, Grant (author)
Fine, Denise (author)
Fischer, David S. (author)
Ghazanfar, Shila (author)
Gillich, Astrid (author)
Giotti, Bruno (author)
Gould, Joshua (author)
Guo, Minzhe (author)
Gutierrez, Austin J. (author)
Habermann, Arun C. (author)
Harvey, Tyler (author)
He, Peng (author)
Hou, Xiaomeng (author)
Hu, Lijuan (author)
Hu, Yan (author)
Jaiswal, Alok (author)
Ji, Lu (author)
Jiang, Peiyong (author)
Kapellos, Theodoros S. (author)
Kuo, Christin S. (author)
Larsson, Ludvig (author)
Leney-Greene, Michael A. (author)
Lim, Kyungtae (author)
Litvinukova, Monika (author)
Ludwig, Leif S. (author)
Lukassen, Soeren (author)
Luo, Wendy (author)
Maatz, Henrike (author)
Madissoon, Elo (author)
Mamanova, Lira (author)
Manakongtreecheep, Kasidet (author)
Leroy, Sylvie (author)
Mayr, Christoph H. (author)
Mbano, Ian M. (author)
McAdams, Alexi M. (author)
Nabhan, Ahmad N. (author)
Nyquist, Sarah K. (author)
Penland, Lolita (author)
Poirion, Olivier B. (author)
Poli, Sergio (author)
Qi, CanCan (author)
Queen, Rachel (author)
Reichart, Daniel (author)
Rosas, Ivan (author)
Schupp, Jonas C. (author)
Shea, Conor (author)
Shi, Xingyi (author)
Sinha, Rahul (author)
Sit, Rene (author)
Slowikowski, Kamil (author)
Slyper, Michal (author)
Smith, Neal P. (author)
Sountoulidis, Alex (author)
Stockholms universitet,Institutionen för molekylär biovetenskap, Wenner-Grens institut
Strunz, Maximilian (author)
Sullivan, Travis B. (author)
Sun, Dawei (author)
Talavera-Lopez, Carlos (author)
Tan, Peng (author)
Tantivit, Jessica (author)
Travaglini, Kyle J. (author)
Tucker, Nathan R. (author)
Vernon, Katherine A. (author)
Wadsworth, Marc H. (author)
Waldman, Julia (author)
Wang, Xiuting (author)
Xu, Ke (author)
Yan, Wenjun (author)
Zhao, William (author)
Ziegler, Carly G. K. (author)
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 (creator_code:org_t)
2021-03-02
2021
English.
In: Nature Medicine. - : Springer Science and Business Media LLC. - 1078-8956 .- 1546-170X. ; 27:3, s. 546-559
  • Journal article (peer-reviewed)
Abstract Subject headings
Close  
  • 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. An integrated analysis of over 100 single-cell and single-nucleus transcriptomics studies illustrates severe acute respiratory syndrome coronavirus 2 viral entry gene coexpression patterns across different human tissues, and shows association of age, smoking status and sex with viral entry gene expression in respiratory cell populations.

Subject headings

MEDICIN OCH HÄLSOVETENSKAP  -- Medicinska och farmaceutiska grundvetenskaper -- Cell- och molekylärbiologi (hsv//swe)
MEDICAL AND HEALTH SCIENCES  -- Basic Medicine -- Cell and Molecular Biology (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP  -- Medicinska och farmaceutiska grundvetenskaper -- Immunologi inom det medicinska området (hsv//swe)
MEDICAL AND HEALTH SCIENCES  -- Basic Medicine -- Immunology in the medical area (hsv//eng)
MEDICIN OCH HÄLSOVETENSKAP  -- Klinisk medicin -- Infektionsmedicin (hsv//swe)
MEDICAL AND HEALTH SCIENCES  -- Clinical Medicine -- Infectious Medicine (hsv//eng)

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ref (subject category)
art (subject category)

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By the author/editor
Muus, Christoph
Luecken, Malte D ...
Eraslan, Gokcen
Sikkema, Lisa
Waghray, Avinash
Heimberg, Graham
show more...
Kobayashi, Yoshi ...
Vaishnav, Eeshit ...
Subramanian, Ays ...
Smillie, Christo ...
Jagadeesh, Karth ...
Duong, Elizabeth ...
Fiskin, Evgenij
Triglia, Elena T ...
Ansari, Meshal
Cai, Peiwen
Lin, Brian
Buchanan, Justin
Chen, Sijia
Shu, Jian
Larsson, Ludvig
Chung, Hattie
Montoro, Daniel ...
Adams, Taylor
Aliee, Hananeh
Allon, Samuel J.
Andrusivova, Zan ...
Angelidis, Ilias
Ashenberg, Orr
Bassler, Kevin
Becavin, Christo ...
Benhar, Inbal
Bergenstråhle, ...
Bergenstråhle, L ...
Bolt, Liam
Braun, Emelie
Bui, Linh T.
Callori, Steven
Chaffin, Mark
Chichelnitskiy, ...
Chiou, Joshua
Conlon, Thomas M ...
Cuoco, Michael S ...
Cuomo, Anna S. E ...
Deprez, Marie
Duclos, Grant
Fine, Denise
Fischer, David S ...
Ghazanfar, Shila
Gillich, Astrid
Giotti, Bruno
Gould, Joshua
Guo, Minzhe
Gutierrez, Austi ...
Habermann, Arun ...
Harvey, Tyler
He, Peng
Hou, Xiaomeng
Hu, Lijuan
Hu, Yan
Jaiswal, Alok
Ji, Lu
Jiang, Peiyong
Kapellos, Theodo ...
Kuo, Christin S.
Leney-Greene, Mi ...
Lim, Kyungtae
Litvinukova, Mon ...
Ludwig, Leif S.
Lukassen, Soeren
Luo, Wendy
Maatz, Henrike
Madissoon, Elo
Mamanova, Lira
Manakongtreechee ...
Leroy, Sylvie
Mayr, Christoph ...
Mbano, Ian M.
McAdams, Alexi M ...
Nabhan, Ahmad N.
Nyquist, Sarah K ...
Penland, Lolita
Poirion, Olivier ...
Poli, Sergio
Qi, CanCan
Queen, Rachel
Reichart, Daniel
Rosas, Ivan
Schupp, Jonas C.
Shea, Conor
Shi, Xingyi
Sinha, Rahul
Sit, Rene
Slowikowski, Kam ...
Slyper, Michal
Smith, Neal P.
Sountoulidis, Al ...
Strunz, Maximili ...
Sullivan, Travis ...
Sun, Dawei
Talavera-Lopez, ...
Tan, Peng
Tantivit, Jessic ...
Travaglini, Kyle ...
Tucker, Nathan R ...
Vernon, Katherin ...
Wadsworth, Marc ...
Waldman, Julia
Wang, Xiuting
Xu, Ke
Yan, Wenjun
Zhao, William
Ziegler, Carly G ...
show less...
About the subject
MEDICAL AND HEALTH SCIENCES
MEDICAL AND HEAL ...
and Basic Medicine
and Cell and Molecul ...
MEDICAL AND HEALTH SCIENCES
MEDICAL AND HEAL ...
and Basic Medicine
and Immunology in th ...
MEDICAL AND HEALTH SCIENCES
MEDICAL AND HEAL ...
and Clinical Medicin ...
and Infectious Medic ...
Articles in the publication
Nature Medicine
By the university
Stockholm University
Royal Institute of Technology
Karolinska Institutet

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