Dosage predictions in high-dose methotrexate infusions. Part 2: Bayesian estimation of methotrexate clearance.

R Bruno, A Iliadis, R Favre, N Lena, A M Imbert, J P Cano
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引用次数: 18

Abstract

Population pharmacokinetics of methotrexate (MTX) was evaluated from intravenous test-dose (TD) data (n = 20 corresponding to 174 measured samples). Bayesian prediction of MTX clearance from TD experiments combining population data with measured levels (at times 0.5 and 6 h) was found to be feasible in routine situations with good performance (root mean squared error : rmse (precision) = 1.14 1.h-1 (11.2%) and mean error : me (bias) = 0.06 1.h-1 (NS) relatively to weighted least-square estimates, n = 50). The precision of Bayesian prediction was comparable to that of the model independent which is used in routine practice and involves 9 measured levels over 30 h, (rmse = 1.35 1.h-1 (10.9%), n = 50). However, the routine method presented a significative bias (me = -0.81 1.h-1, n = 50).

大剂量甲氨蝶呤输注的剂量预测。第2部分:甲氨蝶呤清除率的贝叶斯估计。
根据静脉注射试验剂量(TD)数据(n = 20,对应174个测量样本)评价甲氨蝶呤(MTX)的人群药代动力学。结合种群数据和测量水平(时间为0.5和6 h)的TD实验中MTX清除率的贝叶斯预测在常规情况下是可行的,并且性能良好(相对于加权最小二乘估计,均方根误差:rmse(精度)= 1.14 1.1 h-1(11.2%),平均误差:me(偏倚)= 0.06 1 h-1 (NS), n = 50)。贝叶斯预测的精度与常规实践中使用的模型独立预测的精度相当,涉及30 h以上的9个测量水平(rmse = 1.35 . 1 h-1 (10.9%), n = 50)。然而,常规方法存在显著偏差(me = -0.81 1.h-1, n = 50)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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