PLoS ONEGenomicsPeer-reviewed journal article
The transcriptomic profiling of COVID-19 compared to SARS, MERS, Ebola, and H1N1
Abstract
COVID-19 pandemic is a global crisis that threatens our way of life. As of April 29, 2020, COVID-19 has claimed more than 200,000 lives, with a global mortality rate of ~7% and recovery rate of ~30%. Understanding the interaction of cellular targets to the SARS-CoV2 infection is crucial for therapeutic development. Therefore, the aim of this study was to perform a comparative analysis of transcriptomic signatures of infection of COVID-19 compared to different respiratory viruses (Ebola, H1N1, MERS-CoV, and SARS-CoV), to determine unique anti-COVID1-19 gene signature. We identified for the first time molecular pathways for Heparin-binding, RAGE, miRNA, and PLA2 inhibitors, to be associated with SARS-CoV2 infection. The NRCAM and SAA2 that are involved in severe inflammatory response, and FGF1 and FOXO1 genes, which are associated with immune regulation, were found to be associated with a cellular gene response to COVID-19 infection. Moreover, several cytokines, most significantly the IL-8, IL-6, demonstrated key associations with COVID-19 infection. Interestingly, the only response gene that was shared between the five viral infections was SERPINB1. The PPI study sheds light on genes with high interaction activity that COVID-19 shares with other viral infections. The findings showed that the genetic pathways associated with Rheumatoid arthritis, AGE-RAGE signaling system, Malaria, Hepatitis B, and Influenza A were of high significance. We found that the virogenomic transcriptome of infection, gene modulation of host antiviral responses, and GO terms of both COVID-19 and Ebola are more similar compared to SARS, H1N1, and MERS. This work compares the virogenomic signatures of highly pathogenic viruses and provides valid targets for potential therapy against COVID-19.
- organism: human
- assay: bulk RNA-seq
- research focus: differential expression
- approach: statistical model
- Citations
- 46
- FWCI
- 1.15
- Field percentile
- top 11%
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
- A single-cell atlas reveals shared and distinct immune responses and metabolism during SARS-CoV-2 and HIV-1 infections
Tony C Pan, Guoshuai Cao, … Jun Huang·bioRxiv·Jan 10, 2022
- Transcriptional response of signalling pathways to SARS-CoV-2 infection in normal human bronchial epithelial cells
- Mapping Molecular Gene Signatures Among Respiratory Viruses Based on Large-Scale and Genome-wide Transcriptomics Analysis
T. Smith, M. A. Rohaim, M. Munir·bioRxiv·Oct 17, 2021
- SARS-CoV-2 launches a unique transcriptional signature from in vitro, ex vivo, and in vivo systems
D. Blanco-Melo, B. Nilsson-Payant, … B. R. tenOever·bioRxiv·Mar 24, 2020
- AI-guided discovery of the invariant host response to viral pandemics
Debashis Sahoo, Gajanan Dattatray Katkar, … Pradipta Ghosh·EBioMedicinePeer-reviewed·Jun 1, 2021
- Comparative transcriptome analyses reveal genes associated with SARS-CoV-2 infection of human lung epithelial cells
Darshan Shimoga Chandrashekar, Mohammad Athar, … Sooryanarayana Varambally·Scientific ReportsPeer-reviewed·Aug 10, 2021