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Handling delayed or missed direct oral anticoagulant doses: model-informed individual remedial dosing
Xiao-Qin Liu1, Zi-Ran Li2, Chen-Yu Wang1
1Department of Pharmacy, Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Abstract:
Nonadherence to direct oral anticoagulant (DOAC) pharmacotherapy may increase the risk of thromboembolism or bleeding, and delayed or missed doses are the most common types of nonadherence. Current recommendations from regulatory agencies or guidelines regarding this issue lack evidence and fail to consider individual differences. This study aimed to develop individual remedial dosing strategies when the dose was delayed or missed for DOACs, including rivaroxaban, apixaban, edoxaban, and dabigatran etexilate. Remedial dosing regimens based on population pharmacokinetic (PK)-pharmacodynamic (PD) modeling and simulation strategies were developed to expeditiously restore drug concentration or PD biomarkers within the therapeutic range. Population PK-PD characteristics of DOACs were retrieved from previously published literature. The effects of factors that influence PK and PD parameters were assessed for their impact on remedial dosing regimens. A web-based dashboard was established with R-shiny to recommend remedial dosing regimens based on patient traits, dosing schedules, and delay duration. Addressing delayed or missed doses relies on the delay time and specific DOACs involved. Additionally, age, body weight, renal function, and polypharmacy may marginally affect remedial strategies. The proposed remedial dosing strategies surpass current recommendations, with less deviation time beyond the therapeutic range. The online dashboard offers quick and convenient solutions for addressing missed or delayed DOACs, enabling individualized remedial dosing strategies based on patient characteristics to mitigate the risks of bleeding and thrombosis.
Insights
Individualized dosing strategies for direct oral anticoagulants (DOACs) can mitigate risks from missed or delayed doses. This approach, using pharmacokinetic modeling, offers better solutions than current guidelines for managing nonadherence to anticoagulation therapy.
Area of Science:
- Pharmacology
- Clinical Pharmacy
- Pharmacometrics
Background:
- Nonadherence to direct oral anticoagulants (DOACs) increases risks of thromboembolism and bleeding.
- Current guidelines for managing delayed or missed DOAC doses lack individualization and evidence.
- Delayed or missed doses are the most frequent forms of nonadherence.
Purpose of the Study:
- To develop individualized remedial dosing strategies for delayed or missed DOAC doses.
- To create a tool for recommending personalized dosing adjustments based on patient factors and delay duration.
- To improve patient safety by minimizing time outside the therapeutic range.
Main Methods:
- Population pharmacokinetic-pharmacodynamic (PK-PD) modeling and simulation were used to develop dosing strategies.
- Data from published literature on DOACs (rivaroxaban, apixaban, edoxaban, dabigatran etexilate) were analyzed.
- A web-based dashboard (R-shiny) was created to provide real-time dosing recommendations.
Main Results:
- Remedial dosing regimens were designed to rapidly restore therapeutic drug concentrations or biomarkers.
- The developed strategies showed less deviation time outside the therapeutic range compared to current recommendations.
- Patient-specific factors like age, weight, renal function, and polypharmacy had minor impacts on strategies.
Conclusions:
- Individualized remedial dosing strategies for DOACs are superior to current guidelines.
- The R-shiny dashboard provides a practical tool for clinicians to manage missed or delayed DOAC doses effectively.
- Personalized strategies help mitigate the risks of bleeding and thrombosis associated with DOAC nonadherence.
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