Back

Evaluation of model-informed precision dosing of cefepime in critically ill patients: a French before-after study

Balice, G.; Percevault, S.; Cohen, S.; Garreau, R.; Wallet, F.; Friggeri, A.; Goutelle, S.

2025-08-29 pharmacology and therapeutics
10.1101/2025.08.28.25334648 medRxiv
Show abstract

Cefepime is widely used in the intensive care unit (ICU) for the treatment of complicated Gram-negative infections. Cefepime is a candidate for therapeutic drug monitoring (TDM) and model-informed precision dosing (MIPD), especially in critically ill patients, notably because of its concentration-dependent neurological toxicity. In this study, we aimed to evaluate the impact of the implementation of cefepime MIPD on PK/PD targets attainment in intensive care. We performed a monocentric, retrospective, before-after study, including all adult patients hospitalized in our ICU and for whom at least two cefepime plasma through concentrations (Cmin) were measured on separate days. The main endpoint was a Cmin between 4xMIC (or 10mg/L if the MIC was unavailable) and 20mg/L. We modelled the odds of target attainment via a mixed-effect logistic model and the rate of target attainment with a spline of time. A total of 281 patients were included, of whom 121 were in the MIPD group and 160 in the control group. Median age, weight and follow-up duration were 65 years, 76 kg and 3 days respectively. The two most common infections were pneumonia (n=239) and peritonitis (n=16). A total of 728 cefepime through concentrations were collected. MIPD was non-significantly associated with higher odds of being in the therapeutic range (aOR 1.40 [0.88 - 2.22]) and significantly associated with lower odds of being over-exposed (aOR 0.58 [0.35 - 0.96]). HR of target attainment was 1.1 [0.7 - 1.9] at day 1 and 1.6 [0.9 - 2.9] at day 7. In summary, we demonstrated that cefepime MIPD in the ICU reduces the risk of over-exposure, and may be beneficial on the odds and on the rate of PK/PD targets attainment. What is already known about this subjectO_LICefepime is a candidate for TDM/MIPD programs, with established PK/PD targets for both antimicrobial efficacy and neurological toxicity (100% f T >4xMIC and Cmin>20mg/L, respectively). C_LIO_LIPrevious randomized controlled trials (RCT) of beta-lactams model-informed precision dosing (MIPD) versus standard dosing approaches failed to demonstrate a superiority of MIPD in clinical endpoints attainment, and provided conflicting results on pharmacokinetic target attainment. C_LI What this study addsO_LICefepime MIPD in the intensive care units reduces the odds of being over-exposed, and thus, possibly, the risk of elicit dose-dependent neurological toxicity. C_LIO_LIFurther RCT evaluating MIPD efficacy should focus on evaluating target attainment rate instead of probability alone. C_LI

Published in Therapeutic Drug Monitoring · not in our set (fewer than 10 published preprints to learn from) · training set

Matching journals

The top 1 journal accounts for 50% of the predicted probability mass.

50% of probability mass above

"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.