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March 7, 2019Pharmaceutics19 citationsOpen Access

Mathematical Modelling of Intravenous Thrombolysis in Acute Ischaemic stroke: Effects of Dose Regimens on Levels of Fibrinolytic Proteins and Clot Lysis Time

BGBoram GuAPAndris PiebalgsYHYu Huang

Structured PICO

Do different tPA dose regimens improve recanalisation time and fibrinolytic protein profiles in a mathematical model of acute ischaemic stroke?

P
Population
Mathematical model of acute ischaemic stroke
I
Intervention
13 simulated dose regimens of intravenous tissue plasminogen activator (tPA) varying drug dose, bolus-infusion delay time, and bolus-infusion ratio
C
Comparator
FDA approved dosing protocol
O
Outcome
Temporal concentrations of fibrinolytic proteins in plasma and time taken to achieve recanalisationsurrogate

Mathematical modeling of tPA pharmacokinetics and clot lysis dynamics highlights the potential to optimize dosing regimens to maximize recanalization while minimizing bleeding risk in acute ischemic stroke.

Abstract

Thrombolytic therapy is one of the medical procedures in the treatment of acute ischaemic stroke (AIS), whereby the tissue plasminogen activator (tPA) is intravenously administered to dissolve the obstructive blood clot. The treatment of AIS by thrombolysis can sometimes be ineffective and it can cause serious complications, such as intracranial haemorrhage (ICH). In this study, we propose an efficient mathematical modelling approach that can be used to evaluate the therapeutic efficacy and safety of thrombolysis in various clinically relevant scenarios. Our model combines the pharmacokinetics and pharmacodynamics of tPA with local clot lysis dynamics. By varying the drug dose, bolus-infusion delay time, and bolus-infusion ratio, with the FDA approved dosing protocol serving as a reference, we have used the model to simulate 13 dose regimens. Simulation results are compared for temporal concentrations of fibrinolytic proteins in plasma and the time that is taken to achieve recanalisation. Our results show that high infusion rates can cause the rapid degradation of plasma fibrinogen, indicative of increased risk for ICH, but they do not necessarily lead to fast recanalisation. In addition, a bolus-infusion delay results in an immediate drop in plasma tPA concentration, which prolongs the time to achieve recanalisation. Therefore, an optimal administration regimen should be sought by keeping the tPA level sufficiently high throughout the treatment and maximising the lysis rate while also limiting the degradation of fibrinogen in systemic plasma. This can be achieved through model-based optimisation in the future.

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Cite This Study

Gu et al. (2019) studied this question.

synapsesocial.com/papers/6a1d2cb5feb402ac612f4690https://doi.org/10.3390/pharmaceutics11030111
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Speed of Intracranial Clot Lysis With Intravenous Tissue Plasminogen Activator Therapy2001 · 271 citations
  2. 2Tissue Plasminogen Activator for Acute Ischemic Stroke1995 · 11,724 citations
  3. 3Alteplase for the Treatment of Pulmonary Embolism2015 · 6 citations
  4. 4Computational Simulations of Thrombolytic Therapy in Acute Ischaemic Stroke2018 · 39 citations
  5. 5Formation, Inhibition and Clearance of Plasmin in vivo2000 · 47 citations