International Journal of Environmental Research and Public HealthBioinformaticsPeer-reviewed journal article
The scRNA-seq expression profiling of the receptor ACE2 and the cellular protease TMPRSS2 reveals human organs susceptible to COVID-19 infection
Jing QiiD, Yang ZhouiD, Jiao HuaiD, Liying ZhangiD, Jialin Bian, Beibei LiuiD, Zicen Zhao, Shuilin JiniD
Abstract
BackgroundCOVID-19 caused by SARA-CoV-2 is a disaster sweeping over 200 countries, and more than 2,150,000 people are suffering from the disease and 140,000 people died. ACE2 is a receptor protein of SARS- CoV-2, and TMPRSS2 promotes virus proliferation and transmission. Some patients developed multiple organ dysfunction syndromes other than lungs. Therefore, studying the viral susceptibility of other organs is important for a deeper understanding of viral pathogenesis. MethodsThe advantage of scRNA-seq data is the identification of cell types by clustering the gene expression of cells. ACE2 and TMPRSS2 are highly expressed in AT2 of lungs, we compared the ACE2 and TMPRSS2 expression levels of cell types from 31 organs, with AT2 of lungs to evaluate the risk of the viral infection using scRNA-seq data. FindingsFor the first time, we found the brain, gall bladder, and fallopian tube are vulnerable to COVID-19 infection. Besides, the nose, heart, small intestine, large intestine, esophagus, testis and kidney are also identified to be high-risk organs with high expression levels of ACE2 and TMPRSS2. Moreover, the susceptible organs are grouped into three risk levels based on the TMPRSS2 expression. As a result, the respiratory system, digestive system and reproductive system are at the top-risk level to COVID-19 infection. InterpretationThis study provides evidence for COVID-19 infection in the human nervous system, digestive system, reproductive system, respiratory system, circulatory system and urinary system using scRNA-seq data, which helps for the clinical diagnosis and treatment of patients.
- Citations
- 135
- FWCI
- 7.52
- Field percentile
- top 2%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Systemic analysis of tissue cells potentially vulnerable to SARS-CoV-2 infection by the protein-proofed single-cell RNA profiling of ACE2, TMPRSS2 and Furin proteases
- The protein expression profile of ACE2 in human tissues
F. Hikmet, L. Mear, … C. Lindskog·bioRxiv·Mar 31, 2020
- Multiple expression assessments of ACE2 and TMPRSS2 SARS-CoV-2 entry molecules in the urinary tract and their associations with clinical manifestations of COVID-19
- A single-cell RNA expression map of human coronavirus entry factors
Manvendra Singh, Vikas Bansal, Cédric Feschotte·Cell ReportsPeer-reviewed·Sep 1, 2020
- Expression of ACE2 and TMPRSS2 proteins in the upper and lower aerodigestive tracts of rats
R. Ueha, T. Sato, … T. Yamasoba·bioRxiv·May 14, 2020
- Heterogeneous expression of the SARS-Coronavirus-2 receptor ACE2 in the human respiratory tract
M. E. Ortiz Bezara, A. Thurman, … D. K. Meyerholz·bioRxiv·Apr 22, 2020