bioRxivBioinformaticsPreprint
The potential genetic network of human brain SARS-CoV-2 infection
Colline Lapina, Mathieu Rodic, Denis PeschanskiiD, Salma MesmoudiiD
Abstract
The literature reports several symptoms of SARS-CoV-2 in humans such as fever, cough, fatigue, pneumonia, and headache. Furthermore, patients infected with similar strains (SARS-CoV and MERS-CoV) suffered testis, liver, or thyroid damage. Angiotensin-converting enzyme 2 (ACE2) serves as an entry point into cells for some strains of coronavirus (SARS-CoV, MERS-CoV, SARS-CoV-2). Our hypothesis was that as ACE2 is essential to the SARS-CoV-2 virus invasion, then brain regions where ACE2 is the most expressed are more likely to be disturbed by the infection. Thus, the expression of other genes which are also over-expressed in those damaged areas could be affected. We used mRNA expression levels data of genes provided by the Allen Human Brain Atlas (ABA), and computed spatial correlations with the LinkRbrain platform. Genes whose co-expression is spatially correlated to that of ACE2 were then clustered into 16 groups, depending on the organ in which they are the most expressed (as described by the NCBI genes database). The list of organs where genes sharing local over-expression with the ACE2 gene are the most expressed is astonishingly similar to the organs affected by Covid-19.
- organism: human
- assay: bulk RNA-seq
- research focus: gene regulatory network inference
- research focus: differential expression
- research focus: cell type annotation
- approach: statistical model
- approach: matrix factorization
- Citations
- 7
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 spatial and cell-type distribution of SARS-CoV-2 receptor ACE2 in human and mouse brain
Rongrong Chen, Keer Wang, … Zhenghao Xu·Frontiers in NeurologyPeer-reviewed·Jan 20, 2021
- ACE2 expression in rat brain: implications for COVID-19 associated neurological manifestations
Vito S. Hernández, Mario A. Zetter, … Limei Zhang·Experimental NeurologyPeer-reviewed·Aug 13, 2021
- Repeated ethanol exposure and withdrawal alters ACE2 expression in discrete brain regions: Implications for SARS-CoV-2 infection
Nagalakshmi Balasubramanian, Thomas D. James, … Catherine Anne Marcinkiewcz·Alcoholism Clinical and Experimental ResearchPeer-reviewed·Dec 19, 2022
- Angiotensin-converting enzyme 2 (ACE2) is upregulated in Alzheimers disease brain
Y. J. Suzuki, Q. Ding, … B. T. Harris·bioRxiv·Oct 8, 2020
- Stroke increases the expression of ACE2, the SARS-CoV-2 binding receptor, in murine lungs
Vikramjeet Singh, Alexander Beer, … Matthias Gunzer·Brain Behavior and ImmunityPeer-reviewed·Feb 21, 2021
- SARS-CoV-2 infects neurons, astrocytes, choroid plexus epithelial cells and pericytes of the human central nervous system
R. Haverty, J. McCormack, … N. Fletcher·bioRxiv·Nov 21, 2023