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A Protocol for Using Gene Set Enrichment Analysis to Identify the Appropriate Animal Model for Translational Research
Published on: August 16, 2017
Bioinformatic evaluation of the potential animal models for studying SARS-Cov-2
Baoning Liu1,2,3, Siyu Liu4, Siyuan Zhang1,2
1Laboratory Animal Center, Xi'an Jiaotong University Health Science Center, Xi'an, Shaanxi 710061, China.
Abstract:
Recently, the severe acute respiratory syndrome coronavirus 2 (SARS-Cov-2), a novel coronavirus, which results in corona virus disease 2019 (COVID-19), has caused over 40 millions of people infected and over 1 million fatalities, challenging the public health. The recognition of its functional receptor, angiotensin converting enzyme 2 (ACE2), have facilitated the antivirus drugs testing and vaccines development. Due to the natural resistance of mouse model to SARS-Cov-2, there is an urgent need to find out the alternative animal model. Considering the crucial role of ACE2 in the host cell entry, we analyzed the phylogeny and expression pattern of ACE2 from various mammals. Firstly, crab-eating macaque possesses all of the 5 identical hotspot residues with human, suggesting high likelihood of interaction between ACE2 and spike protein of SARS-CoV-2 to occur. Cattle and pig show 4 identical sites. Ferret, cat and dog possess 3 identical sites. Bat and mouse only share 2 same amino acids with human. Secondly, in humans, ACE2 is widely present, with particularly high expression in adipose, thyroid, lung and colon tissues. In crab-eating macaque, liver, lung, thyroid and colon showed high expression level of ACE2. For dog, ACE2 is most highly expressed in colon with obvious differential expression level between female and male group. The results would provide clues for establishing the appropriate animal model in the research and clinical cure of COVID-19.
Insights
Crab-eating macaques show high ACE2 receptor similarity to humans, making them a promising model for studying severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). This research aids in finding suitable animal models for COVID-19 research and treatment.
Area of Science:
- Virology
- Comparative Genomics
- Animal Modeling
Background:
- The COVID-19 pandemic, caused by SARS-CoV-2, has led to significant global health challenges.
- Angiotensin-converting enzyme 2 (ACE2) is the functional receptor for SARS-CoV-2, crucial for viral entry.
- Existing mouse models exhibit natural resistance to SARS-CoV-2, necessitating alternative animal models.
Purpose of the Study:
- To analyze the phylogenetic and expression patterns of ACE2 across various mammalian species.
- To identify potential animal models that can effectively mimic human susceptibility to SARS-CoV-2.
- To guide the selection of appropriate animal models for COVID-19 research and therapeutic development.
Main Methods:
- Comparative analysis of ACE2 gene sequences to identify conserved residues interacting with the SARS-CoV-2 spike protein.
- Examination of ACE2 expression levels in various tissues across different mammalian species.
- Phylogenetic analysis of ACE2 to understand evolutionary relationships and functional similarities.
Main Results:
- Crab-eating macaques share 5 identical hotspot residues in ACE2 with humans, suggesting high binding potential for SARS-CoV-2 spike protein.
- Cattle and pigs exhibit 4 identical sites, while ferrets, cats, and dogs show 3.
- Bats and mice have only 2 shared amino acids with human ACE2, indicating lower susceptibility.
- High ACE2 expression was observed in crab-eating macaque liver, lung, thyroid, and colon.
- In dogs, ACE2 is highly expressed in the colon, with notable sex-based differential expression.
Conclusions:
- Crab-eating macaques represent a strong candidate for SARS-CoV-2 animal modeling due to ACE2 homology.
- Comparative ACE2 analysis provides valuable insights for selecting appropriate animal models for COVID-19 research.
- Understanding ACE2 expression patterns across species is critical for developing effective antiviral strategies and vaccines.
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