Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden.
Haemophilia. 2010 Jul 1;16(4):597-605. doi: 10.1111/j.1365-2516.2009.02191.x. Epub 2010 Feb 9.
The aim of this study was to evaluate the use of limited blood sampling and Bayesian analysis to estimate the pharmacokinetics (PK) and tailor the dose of factor VIII (FVIII) in an individual patient. In a Bayesian analysis, PK parameters are estimated from only a few plasma concentration measurements, using a previously established PK model. First the necessary model was created using intense blood sampling FVIII data from 10 patients. Then FVIII data from another 21 patients were used for 'clinical' evaluation. Three scenarios were created retrospectively by reduction of the original 7-sample data set; blood sampling at 4, 24 and 48 h, at 8 and 30 h and at 24 h after the infusion. PK parameters were estimated for each individual using Bayesian analysis and compared with those obtained using conventional methods from the full data. The accuracy of predictions of FVIII levels during prophylactic treatment 5-17 months later and implications for dose tailoring were also investigated. Blood sampling at 4, 24 and 48 h was found to give practically the same PK information as a full, conventional (7-10-sample) study. Even a single 24-h FVIII level provided adequate data for initial dose tailoring and gave predictions of FVIII levels 5-17 months later that were not appreciably worse than predictions based on the full PK analysis. By contrast, dose tailoring based on body weight failed completely. In conclusion, PK-based dose tailoring of FVIII can be performed using limited blood sampling during prophylactic treatment.
本研究旨在评估有限采血和贝叶斯分析在个体患者中估算药代动力学(PK)和调整因子 VIII(FVIII)剂量的应用。在贝叶斯分析中,PK 参数仅根据少数几个血浆浓度测量值进行估计,使用先前建立的 PK 模型。首先,使用 10 名患者的密集采血 FVIII 数据创建必要的模型。然后,使用另外 21 名患者的 FVIII 数据进行“临床”评估。通过减少原始 7 个样本数据集,回顾性地创建了三个方案;在输注后 4、24 和 48 小时,8 和 30 小时采血。使用贝叶斯分析为每个个体估计 PK 参数,并与使用完整数据的常规方法获得的参数进行比较。还研究了预测预防性治疗 5-17 个月后 FVIII 水平的准确性及其对剂量调整的影响。发现 4、24 和 48 小时采血几乎可以提供与完整的常规(7-10 个样本)研究相同的 PK 信息。甚至单次 24 小时 FVIII 水平也提供了足够的数据用于初始剂量调整,并预测 5-17 个月后的 FVIII 水平,与基于完整 PK 分析的预测相比没有明显的差异。相比之下,基于体重的剂量调整完全失败。总之,在预防性治疗期间,使用有限的采血可以进行基于 PK 的 FVIII 剂量调整。