Physiologically-based pharmacokinetic (PBPK) modeling of sodium fluorescein (SF) blood clearance for assessing hepatic ischemia-reperfusion injury (IRI)

IF 5.3 2区 医学 Q1 PHYSIOLOGY Physiology Pub Date : 2023-05-01 DOI:10.1152/physiol.2023.38.s1.5732857
Christopher E Monti, Justin Womack, S. Audi, Seung Hong, Yongqiang Yang, Joohyun Kim, R. Dash
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Abstract

Rationale: Quantitative analysis of bile formation machinery has potential to assess the viability of a liver for transplantation. Recently, we demonstrated the utility of the fluorescent dye SF by showing that the bile-to-plasma fluorescence ratio inversely correlated with warm ischemia time in rats and associated this finding with IRI-induced intracellular internalization of the MRP2 transporter (PMID: 35700191). However, it is unclear how much SF is cleared by active MRP2 in relation to other contributing factors associated with complex in vivo physiology. We hypothesize that PBPK modeling can account for dominant vascular, tissue, and biochemical processes contributing to SF clearance, including MRP2 activity, and simulate diminished liver function in IRI leading to decreased disposition of SF in the bile. Methods: We considered previously published data of SF fluorescence intensity in blood, plasma, and bile over time in rats under control and IRI conditions. To model these data, we performed SF calibration experiments and converted these data from fluorescence to concentration using standard curves generated from nonlinear regression. We fit an empirical triple-exponential function to the calibrated control blood SF concentration data and used this function as an input for a mechanistic liver-centric PBPK model. The PBPK model accounts for three regions in the liver (blood, hepatocytes, bile) and major physiological processes, including kinetics of basolateral and canalicular transporters governing SF dynamics in different liver regions. We fit this model to the control SF concentration data in the bile using a pseudo-Monte Carlo strategy. Model parameters relating to maximal velocity for the transporters were allowed to vary, while all others were fixed to physiologic values. Results: The PBPK model was able to provide a good fit to control bile SF concentration data. The input model for blood SF concentration was able to predict plasma SF concentration related by a variable partition coefficient, which led to a large difference between plasma and blood SF concentrations at high SF concentrations but diminished at lower concentrations. We simulated the IRI condition by decreasing MRP2 activity, which showed that SF blood clearance through hepatocytes into bile is highly sensitive to changes in the activity of MRP2, consistent with our hypothesis that SF clearance data and PBPK modeling could quantify the effect of IRI on MRP2 activity. These simulations showed a larger decrease in SF concentration in bile relative to the increase in blood resulting in a lower bile-to-blood SF ratio. Conclusions: Based on our experimental data, we developed a liver-centric PBPK model for the blood clearance of SF through hepatocytes and bile and used this model to simulate the contribution of MRP2 to diminished secretion of SF into the bile as measured following IRI. MCW/BME-FP00022381 This is the full abstract presented at the American Physiology Summit 2023 meeting and is only available in HTML format. There are no additional versions or additional content available for this abstract. Physiology was not involved in the peer review process.
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荧光素钠(SF)血液清除率评估肝缺血再灌注损伤(IRI)的生理药代动力学(PBPK)模型
理由:胆汁形成机制的定量分析有可能评估肝脏移植的生存能力。最近,我们证明了荧光染料SF的作用,发现大鼠的胆汁与血浆荧光比与热缺血时间呈负相关,并将这一发现与iri诱导的MRP2转运蛋白的细胞内内化(PMID: 35700191)联系起来。然而,目前尚不清楚活性MRP2清除多少SF与体内复杂生理相关的其他因素有关。我们假设PBPK模型可以解释导致SF清除的主要血管、组织和生化过程,包括MRP2活性,并模拟IRI中肝功能下降导致胆汁中SF处置减少。方法:我们参考了先前发表的对照和IRI条件下大鼠血液、血浆和胆汁中SF荧光强度随时间变化的数据。为了对这些数据建模,我们进行了SF校准实验,并使用非线性回归生成的标准曲线将这些数据从荧光转换为浓度。我们将经验三重指数函数拟合到校准的对照血SF浓度数据中,并将该函数作为以肝脏为中心的机械性PBPK模型的输入。PBPK模型考虑了肝脏的三个区域(血液、肝细胞、胆汁)和主要的生理过程,包括控制不同肝脏区域SF动力学的基底外侧转运蛋白和小管转运蛋白的动力学。我们使用伪蒙特卡罗策略将该模型拟合到胆汁中控制SF浓度数据。与转运体的最大速度有关的模型参数允许变化,而所有其他参数都固定为生理值。结果:PBPK模型能够很好地拟合控制胆SF浓度数据。血SF浓度输入模型能够预测与可变分配系数相关的血浆SF浓度,导致高SF浓度时血浆与血SF浓度差异较大,低SF浓度时差异减小。我们通过降低MRP2活性来模拟IRI条件,这表明通过肝细胞进入胆汁的SF血液清除对MRP2活性的变化高度敏感,这与我们的假设一致,即SF清除数据和PBPK模型可以量化IRI对MRP2活性的影响。这些模拟显示,胆汁中SF浓度的下降幅度大于血液中SF浓度的增加,导致胆-血SF比降低。结论:基于我们的实验数据,我们建立了一个以肝脏为中心的PBPK模型,用于SF通过肝细胞和胆汁的血液清除,并使用该模型模拟MRP2对IRI后SF分泌减少的贡献。MCW/BME-FP00022381这是2023年美国生理学峰会上发表的全文摘要,仅以HTML格式提供。此摘要没有附加版本或附加内容。生理学没有参与同行评议过程。
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来源期刊
Physiology
Physiology 医学-生理学
CiteScore
14.50
自引率
0.00%
发文量
37
期刊介绍: Physiology journal features meticulously crafted review articles penned by esteemed leaders in their respective fields. These articles undergo rigorous peer review and showcase the forefront of cutting-edge advances across various domains of physiology. Our Editorial Board, comprised of distinguished leaders in the broad spectrum of physiology, convenes annually to deliberate and recommend pioneering topics for review articles, as well as select the most suitable scientists to author these articles. Join us in exploring the forefront of physiological research and innovation.
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