Polášková Lucie, Murínová Irena, Gregorová Jana, Slanař Ondřej, Šíma Martin
Department of Clinical Pharmacy, Military University Hospital Prague, Prague, Czechia.
Department of Applied Pharmacy, Faculty of Pharmacy, Masaryk University, Brno, Czechia.
Front Pharmacol. 2024 Jun 4;15:1364681. doi: 10.3389/fphar.2024.1364681. eCollection 2024.
The aim of this study was to develop a vancomycin population pharmacokinetic model in adult obese patients and propose covariate-based dosing individualization in order to maximize the achievement of the newly recommended PK/PD target, according to a revised consensus guideline from 2020.
Therapeutic drug monitoring data from initial vancomycin therapy (first 3 days of treatment) in adult obese (BMI ≥ 30 kg/m) patients from 2013 to 2022 were analyzed using a non-linear mixed-effects modeling method, and Monte Carlo simulations were then used to find the optimal dosage maximizing the PK/PD target attainment.
A total of 147 vancomycin serum levels obtained from 138 patients were included in the analysis. Based on the covariate model diagnosis among all tested variables, no reliable predictor of vancomycin volume of distribution (Vd) was identified, while clearance (CL) was positively correlated with eGFR and lean body mass. Creatinine-based eGFR predicted vancomycin CL better than cystatin C-based eGFR. The median (interquartile range) value from conditional modes of individual estimates of Vd, CL, and elimination half-life in our population was 74.0 (70.5-75.4) L, 6.65 (4.95-8.42) L/h, and 7.7 (6.0-10.0) h, respectively.
We proposed dosing individualization based on the covariate found in order to maximize the achievement of the newly recommended PK/PD target of the AUC/MIC ratio of 400-600. Clinical pharmacy/pharmacology interventions may lead to an improvement in vancomycin dosing with a reflection in PK/PD target attainment.
本研究旨在建立成年肥胖患者的万古霉素群体药代动力学模型,并根据2020年修订的共识指南提出基于协变量的给药个体化方案,以最大程度地实现新推荐的药代动力学/药效学(PK/PD)目标。
采用非线性混合效应建模方法分析2013年至2022年成年肥胖(体重指数≥30kg/m²)患者初始万古霉素治疗(治疗的前3天)的治疗药物监测数据,然后使用蒙特卡洛模拟来寻找使PK/PD目标达成最大化的最佳剂量。
分析纳入了138例患者的147份万古霉素血清水平。基于所有测试变量中的协变量模型诊断,未发现万古霉素分布容积(Vd)的可靠预测因子,而清除率(CL)与估算肾小球滤过率(eGFR)和去脂体重呈正相关。基于肌酐的eGFR比基于胱抑素C的eGFR能更好地预测万古霉素CL。我们研究人群中Vd、CL和消除半衰期个体估计的条件模式的中位数(四分位间距)分别为74.0(70.5 - 75.4)L、6.65(4.95 - 8.42)L/h和7.7(6.0 - 10.0)h。
我们提出基于所发现的协变量进行给药个体化,以最大程度地实现新推荐的AUC/MIC比值为400 - 600的PK/PD目标。临床药学/药理学干预可能会改善万古霉素给药情况,并反映在PK/PD目标达成方面。