Related Experiment Video
Updated: Jun 11, 2025

Rapid Point-of-Care Assay of Enoxaparin Anticoagulant Efficacy in Whole Blood
Published on: October 12, 2012
Pharmacokinetic model-guided enoxaparin dosing in the Neonatal ICU: Retrospective cohort study to plan for
Haden Bunn1, Catherine Schentag2, Leonardo R Brandão3,4
1Pumas-AI, Inc, Dover, Delaware, USA.
Insights
Pharmacokinetic model-informed precision dosing (MIPD) for enoxaparin in neonates resulted in higher initial doses compared to standard care. This approach may reduce the time to achieve therapeutic anti-Xa levels in this vulnerable population.
Area of Science:
- Neonatal pharmacology
- Pharmacokinetics and pharmacodynamics
- Drug dosing optimization
Background:
- Standard enoxaparin dosing in neonates often fails to achieve therapeutic anti-Xa levels promptly.
- This necessitates frequent laboratory monitoring and dose adjustments, increasing healthcare burden.
Purpose of the Study:
- To compare standard-of-care (SOC) mg/kg dosing with pharmacokinetic (PK) model-informed precision dosing (MIPD) for enoxaparin in neonates.
- To evaluate the impact of MIPD on achieving target anti-Xa levels and time to therapeutic levels.
Main Methods:
- Retrospective analysis of 168 hospitalized neonates (less than 44 weeks postmenstrual age) treated with enoxaparin.
- Comparison of initial SOC enoxaparin doses with MIPD-recommended doses using the Pumas-AI Lyv dosing tool.
- Analysis of time to achieve therapeutic anti-Xa levels as a secondary outcome.
Main Results:
- MIPD recommended initial enoxaparin doses that were 20%-60% higher than SOC in 32% of cases, and over 60% higher in 11%.
- Neonates receiving SOC doses significantly lower than MIPD recommendations experienced the longest delays in reaching therapeutic anti-Xa levels.
- PK model-informed dosing resulted in higher initial enoxaparin dosages compared to SOC.
Conclusions:
- PK model-informed precision dosing of enoxaparin in neonates leads to higher initial dosages than standard care.
- This strategy holds potential for reducing the time to achieve therapeutic anti-Xa levels in neonates.
- Findings are informing dosing limits for a prospective trial of MIPD in neonatal intensive care settings.
Abstract:
Traditional milligram per kilogram (mg/kg) dosing of enoxaparin in neonates frequently fails to achieve target anti-Xa levels promptly, necessitating repeated laboratory monitoring and dose adjustments. This study investigated whether a personalized dosing strategy based on predicted individual clearance and volume of distribution could improve outcomes, comparing standard-of-care (SOC) mg/kg dosing to pharmacokinetic (PK) model-informed precision dosing (MIPD). A retrospective analysis was conducted on hospitalized neonates treated with enoxaparin at less than 44 weeks postmenstrual age from 2019 to 2022. Data on demographics, drug dosing, PK model covariates, and clinical outcomes were extracted from electronic health records and analyzed using the Pumas-AI Lyv dosing tool. The primary focus was on comparing the initial SOC dose to the MIPD-recommended dose. The secondary outcome measured was the time required to achieve therapeutic anti-Xa levels. The study included 168 neonates with a median postnatal age of 15 days (range 1-149) and a median dosing weight of 3.1 kg (range: 0.82-5.2). MIPD-recommended initial doses were 20%-60% higher than SOC doses in 32% of the cases and over 60% higher in 11% of cases. Neonates who received SOC doses that were much lower than the MIPD recommendation showed the longest delays in reaching therapeutic anti-Xa levels. The results indicate that PK model-informed of enoxaparin dosing leads to higher initial dosages than SOC in neonates, potentially reducing the time to therapeutic anti-Xa levels. These findings are being utilized to define dosing limits for a prospective trial of MIPD in neonatal intensive care settings.
Related Concept Videos
One-Compartment Open Model for IV Bolus Administration: General Considerations
The drug's presence in the body is defined by an equation representing the difference between the rates of drug entry and exit. Key parameters—elimination rate constant,...
Analysis of Population Pharmacokinetic Data
Model-Independent Approaches for Pharmacokinetic Data: Noncompartmental Analysis
One important characteristic of noncompartmental analyses is that drug exposure increases proportionally with increasing doses. This...
One-Compartment Open Model: Wagner-Nelson and Loo Riegelman Method for ka Estimation
On...
Nonlinear Pharmacokinetics: Overview
Nonlinearity can arise due to the saturation of plasma protein-binding or...
One-Compartment Open Model for IV Bolus Administration: Estimation of Elimination Rate Constant, Half-Life and Volume of Distribution

