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Towards precision antibiotic therapy: predictors and outcomes of meropenem target attainment
Esen Deniz Akman Ar1, Emre Kara2, Eda Karadoğan3
1Faculty of Pharmacy, Department of Clinical Pharmacy, Hacettepe University, Ankara, Turkey esendeniiz@gmail.com.
Purpose:
This study aimed to measure meropenem trough concentrations, assess their association with outcomes, and develop a clinical prediction score for optimal drug levels.
Methods:
In this retrospective single centre cohort study, we analysed 543 meropenem concentrations from 331 patients. Targets were defined as 100% fT>MIC (duration of time the drug concentration remains above the minimum inhibitory concentration) and 100% fT>4×MIC. A predictive scoring system was developed using logistic regression and validated via receiver operating characteristic (ROC) analysis. Propensity score matching (PSM) and inverse probability treatment weighting were applied.
Results:
The target was reached in 73.8% of measurements for 100% fT>MIC and 48.8% for 100% fT>4×MIC. While the clinical cure rates were not different in patients with pharmacokinetic/pharmacodynamic (PK/PD) target attainment, microbiological cure rates were higher in case of achieving 100% fT>MIC and 100% fT>4×MIC (p<0.001). According to the multivariate logistic regression analysis, the best predictors of achieving the meropenem PK/PD target of 100% fT>MIC and >4×MIC were 6 g/24 hour loading dose, estimated glomerular filtration rate (eGFR) and age. While a 6 g/24 hour loading dose and older age were associated with higher target attainment, elevated eGFR correlated with lower serum levels. The prediction score derived by using these parameters had a sensitivity of 71.2%, specificity of 67.6%, positive predictive value of 86.1%, negative predictive value of 45.5% and accuracy of 70.2%. There is a trend towards clinical cure and target attainment according to PSM analysis.
Conclusions:
Three-quarters of the measurements achieved the PK/PD target of 100% fT>MIC, while half achieved the more stringent target of 100% fT>4×MIC, highlighting the need for optimised dosing strategies. Target achievement rates can be improved with therapeutic drug monitoring and personalised dosing approaches are needed.
Insights
Achieving meropenem pharmacokinetic/pharmacodynamic targets improved microbiological cure rates. A predictive score using loading dose, eGFR, and age aids in optimizing meropenem dosing strategies for better patient outcomes.
Area of Science:
- Pharmacology and Therapeutics
- Infectious Diseases
- Clinical Pharmacy
Background:
- Meropenem is a critical broad-spectrum antibiotic, but achieving optimal pharmacokinetic/pharmacodynamic (PK/PD) targets is challenging.
- Understanding factors influencing meropenem concentrations and their impact on clinical outcomes is essential for effective treatment.
Purpose of the Study:
- To measure meropenem trough concentrations in patients.
- To assess the association between meropenem PK/PD target attainment and clinical/microbiological outcomes.
- To develop and validate a clinical prediction score for achieving optimal meropenem drug levels.
Main Methods:
- Retrospective analysis of 543 meropenem concentrations from 331 patients.
- Defined PK/PD targets: 100% time above minimum inhibitory concentration (fT>MIC) and 100% time above 4x MIC (fT>4×MIC).
- Developed a predictive scoring system using logistic regression, validated with ROC analysis; employed propensity score matching (PSM).
Main Results:
- 73.8% of measurements achieved 100% fT>MIC, while 48.8% achieved 100% fT>4×MIC.
- Higher microbiological cure rates were observed with PK/PD target attainment (p<0.001), but clinical cure rates did not differ.
- Key predictors for target attainment included a 6 g/24h loading dose, older age, and estimated glomerular filtration rate (eGFR); higher eGFR correlated with lower serum levels.
Conclusions:
- While a majority achieved the 100% fT>MIC target, a significant portion did not reach the more stringent 100% fT>4×MIC target, indicating a need for optimized dosing.
- Therapeutic drug monitoring and personalized dosing approaches are crucial for improving meropenem target achievement rates and enhancing patient outcomes.
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