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Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective
Didar Murad1, Rehan Zafar Paracha1, Maryum Nisar1
1School of Interdisciplinary Engineering and Sciences (SINES), Department of Sciences, National University of Sciences and Technology (NUST), Islamabad, Pakistan.
Insights
This study models the hemostatic and complement systems in COVID-19, revealing how regulators impact disease and how drugs restore balance. Targeting thrombin, plasmin, and C5b-9 shows therapeutic potential.
Area of Science:
- Immunology
- Systems Biology
- Computational Biology
Background:
- The hemostatic and complement systems are crucial for immunity and circulatory integrity.
- Dysregulation of these systems is linked to severe COVID-19 complications.
- Understanding their intricate balance is vital for therapeutic development.
Purpose of the Study:
- To quantitatively model the interplay between the hemostatic and complement systems in COVID-19.
- To investigate the impact of reduced regulator levels and drug interventions on system dynamics.
- To identify key molecular targets for therapeutic strategies.
Main Methods:
- Development of a quantitative systems immunology model.
- Simulation of disease state, intervened disease state, and drug interventions (heparin, tranexamic acid, avdoralimab, garadacimab, tocilizumab).
- Analysis of key component dynamics including thrombin, plasmin, IL-6, and C5b-9.
Main Results:
- Decreased complement regulators (factor H, C1-inhibitor) significantly elevate critical components.
- Drug interventions demonstrate a restorative effect on system dysregulation.
- Targeting thrombin, plasmin, and C5b-9 early in disease progression shows promise.
Conclusions:
- The study elucidates the regulatory mechanisms governing hemostatic and complement systems.
- The biopathway machinery sustains a balance between activation and inhibition.
- Findings provide a foundation for designing novel therapies targeting these interconnected systems in COVID-19.
Abstract:
The hemostatic system prevents and stops bleeding, maintaining circulatory integrity after injury. It directly interacts with the complement system, which is key to innate immunity. In coronavirus disease 2019 (COVID-19), dysregulation of the hemostatic and complement systems has been associated with several complications. To understand the essential balance between activation and regulation of these systems, a quantitative systems immunology model can be established. The dynamics of the components are examined under three distinct conditions: the disease state representing symptomatic COVID-19 state, an intervened disease state marked by reduced levels of regulators, and drug interventions including heparin, tranexamic acid, avdoralimab, garadacimab, and tocilizumab. Simulation results highlight key components affected, including thrombin, tissue plasminogen activator, plasmin, fibrin degradation products, interleukin 6 (IL-6), the IL-6 and IL-6R complex, and the terminal complement complex (C5b-9). We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. Furthermore, our analysis reveals that drug interventions have a restorative impact on these factors. Notably, targeting thrombin and plasmin in the early stages of thrombosis and fibrinolysis can improve the overall system. Additionally, the regulation of C5b-9 could aid in lysing the virus and/or infected cells. In conclusion, this study explains the regulatory mechanisms of the hemostatic and complement systems and illustrates how the biopathway machinery sustains the balance between activation and inhibition. The knowledge that we have acquired could contribute to designing therapies that target the hemostatic and complement systems.
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