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一种用于预测结直肠癌患者短期输注5-氟尿嘧啶后药代动力学参数的贝叶斯方法。

A Bayesian method for predicting 5-fluorouracil pharmacokinetic parameters following short-term infusion in patients with colorectal cancer.

作者信息

Climente-Martí M, Merino-Sanjuán M, Almenar-Cubells D, Jiménez-Torres N V

机构信息

Pharmacy Service, Hospital Universitario Dr Peset Avda Gaspar Aguilar, 90 Valencia 46017 Spain.

出版信息

J Pharm Sci. 2003 Jun;92(6):1155-65. doi: 10.1002/jps.10374.

Abstract

The objective of this study was to develop a population pharmacokinetic model and validate it using a Bayesian approach for predicting, a priori and a posteriori, the individual volume of distribution (V(d)) and clearance (Cl) of 5-fluorouracil (5-FU) given as short-term intravenous infusion in weekly and multiple doses. Forty-four patients were divided in group A (5-FU weekly doses) including 27 patients with nonmetastatic colorectal adenocarcinoma treated with 450 mg/m(2) of 5-FU, 1 day per week for 48 doses, plus oral levamisol (50 mg/8 h) for 3 days, every 15 days and group B (5-FU multiple doses) including 17 patients with metastatic colorectal adenocarcinoma, receiving 5-FU (425 mg/m(2)) plus intravenous folinic acid (20 mg/m(2)) over 5 consecutive days, every 4 weeks for six cycles. In both groups 5-FU was administered as a 30-60-min infusion. A total of 176 plasma concentrations were analyzed using a NONMEM program according to a linear one-compartment model. In group A, 5-FU population pharmacokinetic parameters were obtained and the covariables studied were age, gender, weight, ideal body weight, height, body surface area, creatinine clearance, and hepatic function tests. A priori and a posteriori validation of this model was carried out with plasma concentrations obtained in day 1 in group B. In group B, population pharmacokinetic parameters of 5-FU following multiple doses were estimated using scale factors to identify differences in 5-FU V(d) and Cl between days 1 and 4, and the interindividual, interoccasion, and residual variabilities studied. V(d) was 0.266 L/kg of ideal body weight and Cl was 1.21 L/h. kg of total weight following weekly doses. The plasma sample obtained at 10 min gave the best accuracy and precision predictions. When 5-FU was administered in multiple doses, the Cl of the drug in day 4 is reduced by 30.14% compared to day 1. The interoccasion variability was lower than interindividual variability for both V(d) and Cl, suggesting that it could be feasible to individualise dosage of 5-FU for subsequent cycles from data obtained in a previous one in an attempt to improve the therapeutic index of colorectal cancer treatment.

摘要

本研究的目的是建立一个群体药代动力学模型,并采用贝叶斯方法进行验证,以便先验和后验地预测短期静脉输注每周多次给药的5-氟尿嘧啶(5-FU)的个体分布容积(V(d))和清除率(Cl)。44例患者分为A组(5-FU每周给药),包括27例非转移性结直肠癌患者,接受450mg/m²的5-FU治疗,每周1天,共48剂,加口服左旋咪唑(50mg/8小时)3天,每15天一次;B组(5-FU多次给药),包括17例转移性结直肠癌患者,每4周接受连续5天的5-FU(425mg/m²)加静脉注射亚叶酸(20mg/m²),共六个周期。两组中5-FU均采用30 - 60分钟输注给药。根据线性一室模型,使用NONMEM程序分析了总共176个血浆浓度。在A组中,获得了5-FU群体药代动力学参数,研究的协变量包括年龄、性别、体重、理想体重、身高、体表面积、肌酐清除率和肝功能检查。用B组第1天获得的血浆浓度对该模型进行先验和后验验证。在B组中,使用比例因子估计多次给药后5-FU的群体药代动力学参数,以确定第1天和第4天之间5-FU V(d)和Cl的差异,并研究个体间、给药间隔间和残差变异性。每周给药后,V(d)为0.266L/kg理想体重,Cl为1.21L/h·kg总体重。在10分钟时采集的血浆样本给出了最佳的准确度和精密度预测。当5-FU多次给药时,第4天药物的Cl比第1天降低了30.14%。对于V(d)和Cl,给药间隔间变异性低于个体间变异性,这表明根据前一个周期获得的数据为后续周期个体化5-FU剂量以提高结直肠癌治疗的治疗指数可能是可行的。

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