Evidence map›Paper›PMID 33401657›Full record

ArticleInternational journal of environmental research and public health2021

The scRNA-seq Expression Profiling of the Receptor ACE2 and the Cellular Protease TMPRSS2 Reveals Human Organs Susceptible to SARS-CoV-2 Infection.

Jing Qi, Yang Zhou, Jiao Hua, Liying Zhang, Jialin Bian, Beibei Liu, Zicen Zhao, Shuilin Jin

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 90 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
90citing papers in PubMed, 5 pooled it
6.3field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

90 citing papers in PubMed, 5 syntheses or guidelines pooled it, 129 citations in OpenAlex.

  1. Pooled it
  2. Post-COVID Syndrome.Deutsches Arzteblatt international · 2023
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  14. Effect of SARS-CoV-2 infection on sperm telomere length.Journal of assisted reproduction and genetics · 2025
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30 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 1 institution in 1 country.

Jing QiSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Yang ZhouSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.ORCID 0000-0002-3440-2185
Jiao HuaSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Liying ZhangSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Jialin BianSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Beibei LiuSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Zicen ZhaoSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Shuilin JinSchool of Mathematics, Harbin Institute of Technology, Harbin 150001, China.
Harbin Institute of Technology · CN

Funding

National Natural Science Foundation of China 11971130
6 · The paper itself

Abstract

COVID-19 patients always develop multiple organ dysfunction syndromes other than lungs, suggesting the novel virus SARS-CoV-2 also invades other organs. Therefore, studying the viral susceptibility of other organs is important for a deeper understanding of viral pathogenesis. Angiotensin-converting enzyme II (ACE2) is the receptor protein of SARS-CoV-2, and TMPRSS2 promotes virus proliferation and transmission. We investigated the ACE2 and TMPRSS2 expression levels of cell types from 31 organs to evaluate the risk of viral infection using single-cell RNA sequencing (scRNA-seq) data. For the first time, we found that the gall bladder and fallopian tube are vulnerable to SARS-CoV-2 infection. Besides, the nose, heart, small intestine, large intestine, esophagus, brain, 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 ACE2 and TMPRSS2 expression. As a result, the respiratory system, digestive system, and urinary system are at the top-risk level for SARS-CoV-2 infection. This study provides evidence for SARS-CoV-2 infection in the human nervous system, digestive system, reproductive system, respiratory system, circulatory system, and urinary system using scRNA-seq data, which helps in the clinical diagnosis and treatment of patients.

Indexed as

Genetic Predisposition to DiseaseAngiotensin-Converting Enzyme 2COVID-19FemaleGene Expression ProfilingHumansMaleRNA, Small CytoplasmicSerine EndopeptidasesSingle-Cell AnalysisACE2 protein, humanAngiotensin-Converting Enzyme 2RNA, Small CytoplasmicSerine EndopeptidasesTMPRSS2 protein, humanACE2COVID-19SARS-CoV-2scRNA-seqsusceptible organsTMPRSS2

Identifiers

PMID33401657
PMCPMC7794913
OpenAlexW3114705283

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.