Modeling the Molecular Impact of SARS-CoV-2 Infection on the Renin-Angiotensin System

Viruses. 2020 Nov 30;12(12):1367. doi: 10.3390/v12121367.

Abstract

SARS-CoV-2 infection is mediated by the binding of its spike protein to the angiotensin-converting enzyme 2 (ACE2), which plays a pivotal role in the renin-angiotensin system (RAS). The study of RAS dysregulation due to SARS-CoV-2 infection is fundamentally important for a better understanding of the pathogenic mechanisms and risk factors associated with COVID-19 coronavirus disease and to design effective therapeutic strategies. In this context, we developed a mathematical model of RAS based on data regarding protein and peptide concentrations; the model was tested on clinical data from healthy normotensive and hypertensive individuals. We used our model to analyze the impact of SARS-CoV-2 infection on RAS, which we modeled through a downregulation of ACE2 as a function of viral load. We also used it to predict the effect of RAS-targeting drugs, such as RAS-blockers, human recombinant ACE2, and angiotensin 1-7 peptide, on COVID-19 patients; the model predicted an improvement of the clinical outcome for some drugs and a worsening for others. Our model and its predictions constitute a valuable framework for in silico testing of hypotheses about the COVID-19 pathogenic mechanisms and the effect of drugs aiming to restore RAS functionality.

Keywords: RAS-blockers; SARS-CoV-2; acute respiratory distress syndrome; mathematical modeling; renin angiotensin system.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Angiotensin I / administration & dosage
  • Angiotensin I / pharmacology
  • Angiotensin Receptor Antagonists / administration & dosage
  • Angiotensin Receptor Antagonists / pharmacology
  • Angiotensin-Converting Enzyme 2 / administration & dosage
  • Angiotensin-Converting Enzyme 2 / metabolism
  • Angiotensin-Converting Enzyme Inhibitors / administration & dosage
  • Angiotensin-Converting Enzyme Inhibitors / pharmacology
  • COVID-19 / pathology*
  • COVID-19 / virology
  • COVID-19 Drug Treatment
  • Computer Simulation
  • Humans
  • Models, Theoretical*
  • Peptide Fragments / administration & dosage
  • Peptide Fragments / pharmacology
  • Renin / antagonists & inhibitors
  • Renin-Angiotensin System / drug effects
  • Renin-Angiotensin System / physiology*
  • SARS-CoV-2
  • Viral Load

Substances

  • Angiotensin Receptor Antagonists
  • Angiotensin-Converting Enzyme Inhibitors
  • Peptide Fragments
  • Angiotensin I
  • ACE2 protein, human
  • Angiotensin-Converting Enzyme 2
  • Renin
  • angiotensin I (1-7)