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

Publication ,  Journal Article
Muus, C; Luecken, MD; Eraslan, G; Sikkema, L; Waghray, A; Heimberg, G; Kobayashi, Y; Vaishnav, ED; Subramanian, A; Smillie, C; Jagadeesh, KA ...
Published in: Nat Med
March 2021

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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Published In

Nat Med

DOI

EISSN

1546-170X

Publication Date

March 2021

Volume

27

Issue

3

Start / End Page

546 / 559

Location

United States

Related Subject Headings

  • Virus Internalization
  • Single-Cell Analysis
  • Serine Endopeptidases
  • Sequence Analysis, RNA
  • SARS-CoV-2
  • Respiratory System
  • Organ Specificity
  • Middle Aged
  • Male
  • Lung
 

Citation

APA
Chicago
ICMJE
MLA
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Muus, C., Luecken, M. D., Eraslan, G., Sikkema, L., Waghray, A., Heimberg, G., … Human Cell Atlas Lung Biological Network, . (2021). Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics. Nat Med, 27(3), 546–559. https://doi.org/10.1038/s41591-020-01227-z
Muus, Christoph, Malte D. Luecken, Gökcen Eraslan, Lisa Sikkema, Avinash Waghray, Graham Heimberg, Yoshihiko Kobayashi, et al. “Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics.Nat Med 27, no. 3 (March 2021): 546–59. https://doi.org/10.1038/s41591-020-01227-z.
Muus C, Luecken MD, Eraslan G, Sikkema L, Waghray A, Heimberg G, et al. Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics. Nat Med. 2021 Mar;27(3):546–59.
Muus, Christoph, et al. “Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics.Nat Med, vol. 27, no. 3, Mar. 2021, pp. 546–59. Pubmed, doi:10.1038/s41591-020-01227-z.
Muus C, Luecken MD, Eraslan G, Sikkema L, Waghray A, Heimberg G, Kobayashi Y, Vaishnav ED, Subramanian A, Smillie C, Jagadeesh KA, Duong ET, Fiskin E, Torlai Triglia E, Ansari M, Cai P, Lin B, Buchanan J, Chen S, Shu J, Haber AL, Chung H, Montoro DT, Adams T, Aliee H, Allon SJ, Andrusivova Z, Angelidis I, Ashenberg O, Bassler K, Bécavin C, Benhar I, Bergenstråhle J, Bergenstråhle L, Bolt L, Braun E, Bui LT, Callori S, Chaffin M, Chichelnitskiy E, Chiou J, Conlon TM, Cuoco MS, Cuomo ASE, Deprez M, Duclos G, Fine D, Fischer DS, Ghazanfar S, Gillich A, Giotti B, Gould J, Guo M, Gutierrez AJ, Habermann AC, Harvey T, He P, Hou X, Hu L, Hu Y, Jaiswal A, Ji L, Jiang P, Kapellos TS, Kuo CS, Larsson L, Leney-Greene MA, Lim K, Litviňuková M, Ludwig LS, Lukassen S, Luo W, Maatz H, Madissoon E, Mamanova L, Manakongtreecheep K, Leroy S, Mayr CH, Mbano IM, McAdams AM, Nabhan AN, Nyquist SK, Penland L, Poirion OB, Poli S, Qi C, Queen R, Reichart D, Rosas I, Schupp JC, Shea CV, Shi X, Sinha R, Sit RV, Slowikowski K, Slyper M, Smith NP, Sountoulidis A, Strunz M, Sullivan TB, Sun D, Talavera-López C, Tan P, Tantivit J, Travaglini KJ, Tucker NR, Vernon KA, Wadsworth MH, Waldman J, Wang X, Xu K, Yan W, Zhao W, Ziegler CGK, NHLBI LungMap Consortium, Human Cell Atlas Lung Biological Network. Single-cell meta-analysis of SARS-CoV-2 entry genes across tissues and demographics. Nat Med. 2021 Mar;27(3):546–559.

Published In

Nat Med

DOI

EISSN

1546-170X

Publication Date

March 2021

Volume

27

Issue

3

Start / End Page

546 / 559

Location

United States

Related Subject Headings

  • Virus Internalization
  • Single-Cell Analysis
  • Serine Endopeptidases
  • Sequence Analysis, RNA
  • SARS-CoV-2
  • Respiratory System
  • Organ Specificity
  • Middle Aged
  • Male
  • Lung