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利用体外代谢组学结合基于生理的药代动力学模型研究万古霉素诱导的肾毒性的新见解。

New insights into the vancomycin-induced nephrotoxicity using in vitro metabolomics combined with physiologically based pharmacokinetic modeling.

机构信息

Department of Pharmacy, Beijing Anzhen Hospital, Capital Medical University, Beijing, China.

State Key Laboratory of Toxicology and Medical Countermeasures, Institute of Pharmacology and Toxicology, Beijing, China.

出版信息

J Appl Toxicol. 2020 Jul;40(7):897-907. doi: 10.1002/jat.3951. Epub 2020 Feb 20.

Abstract

Vancomycin is a first-line treatment for invasive infections caused by multidrug-resistant gram-positive bacteria. However, vancomycin-induced nephrotoxicity is an increasing burden, particularly in patients with complex life-threatening conditions. Vancomycin-induced nephrotoxicity associated with clinically relevant exposure on the target site has not been well defined. This study aimed to acquire the concentration of vancomycin in the renal tubules and kidneys in humans using physiologically based pharmacokinetic (PBPK) modeling and simulation. Based upon the exposure of vancomycin in the renal tubule, the toxicity of vancomycin in human renal proximal tubular epithelial cells was examined with the XTT assay and in vitro metabolomics analysis. A rat PBPK model predicting plasma and kidney concentration-time profiles of vancomycin matched the observed behavior after a single administration of 10 mg/kg. The concentration of vancomycin in renal tubules was about 40-50 times higher than that in plasma. The human PBPK model transferred from the rat model predicted renal tubule concentrations of vancomycin as 316.1-2136.6 μg/mL at 500 mg every 6 hours, and 199.0-3932.5 μg/mL at 1000 mg every 12 hours. Vancomycin showed significant nephrotoxicity at 4 mg/mL in XTT assessment. In total, 11 lysophosphatidylcholines and one lysophosphatidylethanolamine were identified by metabolomics analysis. The concentration-dependent increase was evident in the release of lysophospholipids after vancomycin treatment (0.125-4 mg/mL) for 24 hours. Our study revealed the relationship between the exposure of vancomycin in the kidney and toxicity of vancomycin at clinically relevant concentrations achieved from a mechanical PBPK model. A series of lysophospholipids as potential metabolic markers of renal toxicity were identified.

摘要

万古霉素是治疗多重耐药革兰阳性菌引起的侵袭性感染的一线药物。然而,万古霉素诱导的肾毒性是一个日益加重的负担,特别是在患有复杂危及生命的情况下的患者中。在目标部位具有临床相关暴露的万古霉素诱导的肾毒性尚未得到很好的定义。本研究旨在使用基于生理的药代动力学(PBPK)建模和模拟在人体中获得万古霉素在肾小管和肾脏中的浓度。根据万古霉素在肾小管中的暴露情况,使用 XTT 测定法和体外代谢组学分析检查万古霉素对人肾近端肾小管上皮细胞的毒性。一个预测万古霉素在血浆和肾脏中的浓度-时间曲线的大鼠 PBPK 模型与单次给予 10 mg/kg 后的观察行为相匹配。肾小管中万古霉素的浓度约为血浆中的 40-50 倍。从大鼠模型转移而来的人体 PBPK 模型预测万古霉素在每 6 小时 500 mg 时的肾小管浓度为 316.1-2136.6 μg/mL,每 12 小时 1000 mg 时为 199.0-3932.5 μg/mL。在 XTT 评估中,万古霉素的浓度达到 4 mg/mL 时显示出明显的肾毒性。通过代谢组学分析共鉴定出 11 种溶血磷脂酰胆碱和 1 种溶血磷脂酰乙醇胺。万古霉素处理(0.125-4 mg/mL)24 小时后,溶血磷脂的释放呈浓度依赖性增加。我们的研究揭示了临床相关浓度的万古霉素在肾脏中的暴露与万古霉素毒性之间的关系,通过机械 PBPK 模型获得。鉴定出一系列溶血磷脂作为肾毒性的潜在代谢标志物。

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