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肝硬化最小和全 PBPK 模型中肝门静脉血流分流的纳入和性能验证。

Incorporation and Performance Verification of Hepatic Portal Blood Flow Shunting in Minimal and Full PBPK Models of Liver Cirrhosis.

机构信息

Certara UK Limited (Simcyp Division), Sheffield, UK.

出版信息

Clin Pharmacol Ther. 2023 Dec;114(6):1264-1273. doi: 10.1002/cpt.3032. Epub 2023 Sep 9.

DOI:10.1002/cpt.3032
PMID:37620290
Abstract

Patho-physiological changes in liver cirrhosis create portacaval shunts that allow blood flow to bypass the hepatic portal vein into the systemic circulation affecting drug pharmacokinetics (PKs). The objectives of this work were to implement a physiologically-based pharmacokinetic (PBPK) framework describing shunted blood flows in virtual patients with differing degrees of liver cirrhosis; and to assess the minimal and full PBPK model's performance using drugs with intermediate to high hepatic extraction. Single dose concentration-time profiles and PK parameters for oral ibrutinib, midazolam, propranolol, and buspirone were simulated in healthy volunteers (HVs) and subjects with cirrhosis (Child-Pugh severity score (CP-A, CP-B, or CP-C)). Model performance was verified by comparing predicted to observed fold-changes in PK parameters between HVs and cirrhotic subjects. The verified model was used to simulate the PK changes for simvastatin in patients with cirrhosis. The predicted area under the curve ratios (AUC :AUC ) for ibrutinib were 3.38, 6.87, and 11.46 using the minimal PBPK model with shunt and 1.61, 2.58, and 4.33 without the shunt, these compared with observed values of 4.33, 8.14, and 9.04, respectively. For ibrutinib, propranolol, and buspirone, including a shunt in the PBPK model improved the prediction of the AUC :AUC and maximum plasma concentration ratios (C :C ). For midazolam, an intermediate extraction drug, the differences were less clear. Simulated simvastatin dose adjustments in cirrhosis suggested that 20 mg in CP-A and 10 mg in CP-B could be used clinically. A mechanistic model-informed understanding of the anatomic and pathophysiology of cirrhosis will facilitate improved dose prediction and adjustment in this vulnerable population.

摘要

肝硬化导致的病理生理变化会造成门体分流,使血液绕过肝门静脉进入体循环,从而影响药物的药代动力学(PK)。本研究旨在建立一个生理药代动力学(PBPK)框架,以描述不同程度肝硬化患者的分流血流;并使用中高肝提取药物评估最小和完整 PBPK 模型的性能。在健康志愿者(HV)和肝硬化患者(Child-Pugh 严重程度评分(CP-A、CP-B 或 CP-C))中模拟单剂量伊布替尼、咪达唑仑、普萘洛尔和丁螺环酮的浓度-时间曲线和 PK 参数。通过比较 HV 和肝硬化患者 PK 参数的预测值与观察值的折叠变化来验证模型性能。使用验证后的模型模拟肝硬化患者辛伐他汀的 PK 变化。最小 PBPK 模型结合分流预测伊布替尼的 AUC:AUC 比值分别为 3.38、6.87 和 11.46,而不结合分流则为 1.61、2.58 和 4.33,而观察值分别为 4.33、8.14 和 9.04。对于伊布替尼、普萘洛尔和丁螺环酮,在 PBPK 模型中纳入分流可改善 AUC:AUC 和最大血浆浓度比(C:C)的预测。对于中提取药物咪达唑仑,差异不太明显。模拟肝硬化中的辛伐他汀剂量调整表明 CP-A 中使用 20mg 和 CP-B 中使用 10mg 可能具有临床意义。对肝硬化的解剖学和病理生理学的机制模型为基础的理解将有助于改善这一脆弱人群的剂量预测和调整。

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