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Published on: January 15, 2022
Assessing the influence of atherosclerosis on drug coated balloon therapy using computational modelling
Karthic Anbalakan1, Han Wei Toh2, Hui Ying Ang2
1Department of Biomedical Engineering, National University of Singapore, Singapore 117576, Singapore.
Insights
Drug-coated balloons (DCB) show bolus sirolimus release, suggesting dose increases may not improve drug uptake. Computational models can predict DCB efficacy and lesion influence.
Area of Science:
- Cardiovascular Research
- Biomedical Engineering
- Pharmacology
Background:
- Ischemic cardiovascular disease remains a leading cause of global mortality.
- Drug-eluting stents (DES) and drug-coated balloons (DCB) have improved coronary occlusion treatment.
- Current methods lack assessment of atherosclerotic lesions' impact on drug delivery.
Purpose of the Study:
- To assess drug-coated balloon (DCB) therapy performance using integrated in vitro and in silico methods.
- To numerically estimate the influence of atherosclerotic lesions on DCB efficacy.
- To validate the computational approach against existing in vivo data.
Main Methods:
- Utilized an integrated in vitro and in silico approach for DCB performance assessment.
- Validated the computational model against in vivo results.
- Numerically estimated the effect of atheroma on drug uptake and retention.
Main Results:
- Observed a bolus release of sirolimus from the coating matrix.
- Found rapid saturation of drug binding sites, questioning dose-response relationship.
- Identified an optimal exposure time for DCB deployment and suggested biphasic release for efficacy.
Conclusions:
- Computational methods can assess DCB therapy efficacy.
- Predictive models can determine the influence of atherosclerotic lesions on DCB effectiveness.
- Findings suggest optimizing DCB drug release profiles and deployment times is crucial.
Abstract:
Interventional therapies such as drug-eluting stents (DES) and drug-coated balloons (DCB) have significantly improved the clinical outcomes of patients with coronary occlusions in recent years. Despite this marked improvement, ischemic cardiovascular disease remains the most common cause of death worldwide. To address this, research efforts are focused on improving the safety and efficacy of the next generation of these devices. However, current experimental methods are unable to account for the influence of atherosclerotic lesions on drug uptake and retention. Therefore, in this study, we used an integrated approach utilizing both in vitro and in silico methods to assess the performance of DCB therapy. This approach was validated against existing in vivo results before being used to numerically estimate the effect of the atheroma. A bolus release of sirolimus was observed with our coating matrix. This, coupled with the rapid saturation of specific and non-specific binding sites observed in our study, indicated that increasing the therapeutic dose coated onto the balloons might not necessarily result in greater uptake and/or retention. Additionally, our findings alluded to an optimal exposure time, dependent on the coating matrix, for the DCBs to be expanded against the vessel. Moreover, our findings suggest that a biphasic drug release profile might be beneficial for establishing and maintaining the saturation of bindings sites within severely occluded vessels. Ultimately, we have demonstrated that computational methods may be capable of assessing the efficacy of DCB therapy as well as predict the influence of atherosclerotic lesions on said efficacy.
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