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在体外受精/胞浆内单精子注射中重组卵泡刺激素的群体 PK-PD-PD 模型:对促性腺激素治疗的剂量和时机的影响。

Population PK-PD-PD Modeling of Recombinant Follicle Stimulating Hormone in In Vitro Fertilization/Intracytoplasmic Sperm Injection: Implications on Dosing and Timing of Gonadotrophin Therapy.

机构信息

Department of Pharmacy Practice, Helwan University, Cairo, Egypt.

Department of Obstetrics and Gynecology, Cairo University, Cairo, Egypt.

出版信息

J Clin Pharmacol. 2021 May;61(5):700-713. doi: 10.1002/jcph.1792. Epub 2020 Dec 29.

Abstract

This study aimed to characterize an interactive and clinically applicable population pharmacokinetic-pharmacodynamic-pharmacodynamic (PK-PD-PD) model describing follicle-stimulating hormone (FSH)-inhibin B-oocyte relationship in women undergoing assisted reproduction with in vitro fertilization (IVF) or intracytoplasmic sperm injection (ICSI). The study was a prospective analysis of 25 healthy women undergoing IVF/ICSI using gonadotropin-releasing hormone (GnRH) antagonist protocol. The developed model used the FSH PK profiles to predict both inhibin B (first PD end point) and oocyte retrieval (second PD end point). The modeling framework involved 2 stages. First, the FSH-inhibin B model was developed by the simultaneous approach and applied to estimate the individual area under the inhibin B-time curve (AUC ) at the end of stimulation cycles that varied in length in each woman. In the second stage, the estimated AUC was introduced as a link covariate to predict oocyte retrieval and response category. The population FSH-inhibin B model was described as 3 submodels; PK (exogenous), endogenous, and inhibin B PD models. Weight was the main determinant of both endogenous and exogenous FSH exposures. GnRH antagonist therapy was a significant time-varying covariate when tested against the endogenous FSH production rate (P < .001). AUC could be predicted with women's age and weight. Log-transformed AUC was a significant covariate when tested against oocyte retrieval (P < .001). Simulations concluded a target AUC of 144-303 ng·h/mL for optimal ovarian response. The GnRH antagonist was better started on day 7 of the cycle. Covariate-based dosing suggests lower recombinant follicle-stimulating hormone requirements in a thin and/or young population. An interactive web application "GonadGuide" was developed to facilitate the application in clinical practice.

摘要

本研究旨在描述一个交互式且临床适用的群体药代动力学-药效学-药效动力学(PK-PD-PD)模型,用于描述接受体外受精(IVF)或胞浆内精子注射(ICSI)的女性中卵泡刺激素(FSH)-抑制素 B-卵母细胞的关系。该研究是一项对 25 名接受 GnRH 拮抗剂方案的 IVF/ICSI 健康女性的前瞻性分析。所开发的模型使用 FSH PK 曲线来预测抑制素 B(第一 PD 终点)和卵母细胞采集(第二 PD 终点)。该建模框架涉及 2 个阶段。首先,通过同时方法开发 FSH-抑制素 B 模型,并应用于估计每个女性刺激周期结束时抑制素 B 时间曲线下面积(AUC)的个体值,这些周期的长度各不相同。在第二阶段,将估计的 AUC 引入作为链接协变量,以预测卵母细胞采集和反应类别。群体 FSH-抑制素 B 模型被描述为 3 个子模型;PK(外源性)、内源性和抑制素 B PD 模型。体重是内源性和外源性 FSH 暴露的主要决定因素。与内源性 FSH 产生率相比,GnRH 拮抗剂治疗是一个显著的随时间变化的协变量(P<0.001)。AUC 可以根据女性的年龄和体重进行预测。当与卵母细胞采集进行测试时,对数转换后的 AUC 是一个显著的协变量(P<0.001)。模拟得出,最佳卵巢反应的目标 AUC 为 144-303ng·h/mL。GnRH 拮抗剂最好在周期的第 7 天开始使用。基于协变量的给药建议在瘦人和/或年轻人群中减少重组卵泡刺激素的需求。开发了一个交互式网络应用程序“GonadGuide”,以促进其在临床实践中的应用。

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