2021
DOI: 10.15252/msb.202110239
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A systems‐level study reveals host‐targeted repurposable drugs against SARS‐CoV‐2 infection

Abstract: Understanding the mechanism of SARS‐CoV‐2 infection and identifying potential therapeutics are global imperatives. Using a quantitative systems pharmacology approach, we identified a set of repurposable and investigational drugs as potential therapeutics against COVID‐19. These were deduced from the gene expression signature of SARS‐CoV‐2‐infected A549 cells screened against Connectivity Map and prioritized by network proximity analysis with respect to disease modules in the viral–host interactome. We also ide… Show more

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Cited by 30 publications
(18 citation statements)
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References 124 publications
(156 reference statements)
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“…While most of the related works rely on the “signature reversal” hypothesis, in case of infection diseases, like COVID-19, it is less clear whether signature reversal (inhibiting the virus-hijacked signalisation) or signature similarity (promoting the antiviral response of infected host cells) can be more effective. While early studies at the beginning of the COVID-19 pandemic applied mostly the original signature reversal hypothesis, more recent works [ 52 , 53 ] also assumed that drugs with similarity to the SARS-CoV-2-induced gene expression signature can be effective. In our work, we performed a more unbiased analysis of signature-based drug repurposing against SARS-CoV-2.…”
Section: Discussionmentioning
confidence: 99%
“…While most of the related works rely on the “signature reversal” hypothesis, in case of infection diseases, like COVID-19, it is less clear whether signature reversal (inhibiting the virus-hijacked signalisation) or signature similarity (promoting the antiviral response of infected host cells) can be more effective. While early studies at the beginning of the COVID-19 pandemic applied mostly the original signature reversal hypothesis, more recent works [ 52 , 53 ] also assumed that drugs with similarity to the SARS-CoV-2-induced gene expression signature can be effective. In our work, we performed a more unbiased analysis of signature-based drug repurposing against SARS-CoV-2.…”
Section: Discussionmentioning
confidence: 99%
“…SARS-CoV-2 antibody-mediated serious inflammation results in bad consequence after COVID-19 infection [ 89 ]. Interestingly, 4HR shows some therapeutic effect on COVID-19 infection [ 90 ]. Detailed mechanism is unclear.…”
Section: Main Textmentioning
confidence: 99%
“…This approach enabled the identification of several kinase inhibitors that were antiviral without being cytotoxic (# 6, 8, 19, 22, 23, 29, 36, 38, 139, 148, 150, see Table S1 for designation) (Figure 1 and Supplementary Figure S1). Among them, we found inhibitors that are already proposed to negatively affect the SARS-CoV-2 life cycle (# 8, 22, 29, 38, 139) and/or to target kinases or even kinase signaling pathways already known to be utilized by SARS-CoV-2, namely receptor tyrosine kinases (# 22, 148), GSK3 (# 29), and components of the mTOR pathway (# 8, 19, 36) [51][52][53][54][55][56][57][58]. In addition, inhibitor # 23 (SB431542) reduced infection to 65% in comparison to the untreated infection control.…”
Section: Identification Of An Alk5 Kinase Inhibitor That Supresses Sa...mentioning
confidence: 99%