Mechanistic modeling of the SARS-CoV-2 disease map.
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Date
2021-01-21
Authors
Rian, Kinza
Esteban-Medina, Marina
Hidalgo, Marta R
Çubuk, Cankut
Falco, Matias M
Loucera, Carlos
Gunyel, Devrim
Ostaszewski, Marek
Peña-Chilet, María
Dopazo, Joaquín
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Abstract
Here we present a web interface that implements a comprehensive mechanistic model of the SARS-CoV-2 disease map. In this framework, the detailed activity of the human signaling circuits related to the viral infection, covering from the entry and replication mechanisms to the downstream consequences as inflammation and antigenic response, can be inferred from gene expression experiments. Moreover, the effect of potential interventions, such as knock-downs, or drug effects (currently the system models the effect of more than 8000 DrugBank drugs) can be studied. This freely available tool not only provides an unprecedentedly detailed view of the mechanisms of viral invasion and the consequences in the cell but has also the potential of becoming an invaluable asset in the search for efficient antiviral treatments.
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Keywords
COVID-19, Drug discovery, Mechanistic modeling, Signaling pathway, Systems biology