The National Clinical Research Center for Mental Disorders and Beijing Key Laboratory of Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China.
Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.
Expert Opin Drug Metab Toxicol. 2024 Aug;20(8):827-840. doi: 10.1080/17425255.2024.2380472. Epub 2024 Jul 23.
To develop and validate a population pharmacokinetic (PPK) model of oral olanzapine in pediatric Chinese patients in order to individualize therapy in this population.
A total of 897 serum concentrations from 269 pediatric patients taking oral olanzapine (ages 8-17 years) were collected. Demographic parameters, biological characteristics and concomitant medications were investigated as covariates. The data were analyzed using a nonlinear mixed-effects modeling approach. Bootstrapping (1000 runs), normalized prediction distribution error (NPDE), and external validation of 62 patients were employed. Simulations were performed to explore the individualized dosing regimens in various situations.
The one-compartment model with first-order absorption and elimination had an apparent clearance (CL/F) of 10.38 L/h, a distribution volume (V/F) of 9.41 L/kg and an absorption rate constant (K) fixed at 0.3 h. The equation was CL∕F (L∕h) = 10.38 × (body weight∕60) ×1.33 (if male) × 0.71 (if co-occurrence of infection) × 0.51 (if co-therapy with fluvoxamine) × 1.27 (if co-therapy with sertraline) × 1.43 (if co-therapy with valproate). The final model had satisfactory stability, robustness, and predictive ability. The results from a simulation suggested the oral olanzapine doses required for male and female pediatric patients weighing between 40 and 60 kg without co-medication were 10-15 mg/day and 7.5-10 mg/day, respectively, and dosage adjustments should be based on sex and body weight; and co-administrated with valproate, sertraline, or fluvoxamine.
This model may help individualize optimum dosing of oral olanzapine for pediatric patients.
建立并验证儿童人群中奥氮平的群体药代动力学(PPK)模型,以实现该人群的个体化治疗。
共收集了 269 例服用奥氮平(年龄 8-17 岁)的儿科患者的 897 份血清浓度数据。研究了人口统计学参数、生物学特征和伴随药物作为协变量。采用非线性混合效应建模方法进行数据分析。采用自举法(1000 次运行)、归一化预测分布误差(NPDE)和 62 例患者的外部验证进行验证。进行模拟以探索各种情况下的个体化给药方案。
采用一室模型加一级吸收和消除过程,表观清除率(CL/F)为 10.38 L/h,分布容积(V/F)为 9.41 L/kg,吸收速率常数(K)固定为 0.3 h。公式为 CL/F(L/h)=10.38×(体重/60)×1.33(男性)×0.71(感染共存)×0.51(与氟伏沙明合用)×1.27(与舍曲林合用)×1.43(与丙戊酸钠合用)。最终模型具有良好的稳定性、稳健性和预测能力。模拟结果表明,体重在 40-60kg 之间且无合并用药的男性和女性儿科患者口服奥氮平的剂量分别为 10-15mg/d 和 7.5-10mg/d,应根据性别和体重调整剂量;与丙戊酸钠、舍曲林或氟伏沙明合用。
该模型可能有助于实现儿科患者口服奥氮平的个体化最佳剂量。