Why the study?
Intravenous thrombolysis for acute ischaemic stroke can be ineffective and cause serious complications such as intracranial haemorrhage, prompting a mathematical modelling approach to evaluate efficacy and safety across dosing regimens.
Do different tPA dose regimens improve recanalisation time and fibrinolytic protein profiles in a mathematical model of acute ischaemic stroke?
Do different tPA dose regimens improve recanalisation time and fibrinolytic protein profiles in a mathematical model of acute ischaemic stroke?
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.
Mathematical modeling indicates high tPA infusion rates may not accelerate recanalisation; leaves open optimized regimens for prospective testing.
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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Gu et al. (2019) studied this question.
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