PLoS ONEBioinformaticsPeer-reviewed journal article
Bioinformatic characterization of angiotensin-converting enzyme 2, the entry receptor for SARS-CoV-2
Abstract
The World Health Organization declared the COVID-19 epidemic a public health emergency of international concern on March 11th, 2020, and the pandemic is rapidly spreading worldwide. COVID-19 is caused by a novel coronavirus SARS-CoV-2, which enters human target cells via angiotensin converting enzyme 2 (ACE2). We used a number of bioinformatics tools to computationally characterize ACE2 by determining its cell-specific expression in trachea, lung, and small intestine, derive its putative functions, and predict transcriptional regulation. The small intestine expressed higher levels of ACE2 than any other organ. The large intestine, kidney and testis showed moderate signals, whereas the signal was weak in the lung. Single cell RNA-Seq data from trachea indicated positive signals along the respiratory tract in key protective cell types including club, goblet, proliferating, and ciliary epithelial cells; while in lung the ratio of ACE2-expressing cells was low in all cell types (<2.6%), but was highest in vascular endothelial and goblet cells. Gene ontology analysis suggested that, besides its classical role in renin-angiotensin system, ACE2 may be functionally associated with angiogenesis/blood vessel morphogenesis. Using a novel tool for the prediction of transcription factor binding sites we identified several putative binding sites within two tissue-specific promoters of the ACE2 gene. Our results also confirmed that age and gender play no significant role in the regulation of ACE2 mRNA expression in the lung. IMPORTANCEVaccines and new medicines are urgently needed to prevent spread of COVID-19 pandemic, reduce the symptoms, shorten the duration of disease, prevent virus spread in the body, and most importantly to save lives. One of the key drug targets could be angiotensin-converting enzyme 2 (ACE2), which is a crucial receptor for the corona virus (SARS-CoV-2). It is known that SARS coronavirus infections lead to worse outcome in the elderly and in males. Therefore, one aim of the present study was to investigate whether age or sex could contribute to the regulation of ACE2 expression. We also decided to explore the transcriptional regulation of ACE2 gene expression. Since data on ACE2 distribution is still conflicting, we aimed to get a more comprehensive view of the cell types expressing the receptor of SARS-CoV-2. Finally, we studied the coexpression of ACE2 with other genes and explored its putative functions using gene ontology enrichment analysis.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 37
- FWCI
- 0.98
- Field percentile
- top 12%
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
- The protein expression profile of ACE2 in human tissues
F. Hikmet, L. Mear, … C. Lindskog·bioRxiv·Mar 31, 2020
- Single-cell RNA expression profiling of ACE2,thereceptor of SARS-CoV-2
Yu Zhao, Zixian Zhao, … Wei Zuo·American Journal of Respiratory and Critical Care MedicinePeer-reviewed·Jul 14, 2020
- Integrated analyses of single-cell atlases reveal age, gender, and smoking status associations with cell type-specific expression of mediators of SARS-CoV-2 viral entry and highlights inflammatory programs in putative target cells
Christoph Muus, Malte D. Luecken, … Wenjun Yan·bioRxiv·Apr 19, 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
- The heterogeneous nature of the Coronavirus receptor, angiotensin-converting enzyme 2 (ACE2) in differentiating airway epithelia
V. J. Manna, S. J. Caradonna·bioRxiv·Jul 9, 2020
- RAAS blockade, kidney disease, and expression of ACE2, the entry receptor for SARS-CoV-2, in kidney epithelial and endothelial cells
Ayshwarya Subramanian, Katherine A. Vernon, … Anna Greka·bioRxiv·Jun 23, 2020