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系统药理学分析选定的酪氨酸激酶抑制剂引起的线粒体心脏毒性。

Systems pharmacological analysis of mitochondrial cardiotoxicity induced by selected tyrosine kinase inhibitors.

机构信息

Department of Pharmaceutics, Center for Pharmacometrics and Systems Pharmacology, College of Pharmacy, University of Florida, 6550 Sanger Road, Office: 469, Orlando, FL, 32827, USA.

出版信息

J Pharmacokinet Pharmacodyn. 2018 Jun;45(3):401-418. doi: 10.1007/s10928-018-9578-9. Epub 2018 Feb 14.

Abstract

Tyrosine kinase inhibitors (TKIs) are targeted therapies rapidly becoming favored over conventional cytotoxic chemotherapeutics. Our study investigates two FDA approved TKIs, DASATINIB; indicated for IMATINIB-refractory chronic myeloid leukemia, and SORAFENIB; indicated for hepatocellular carcinoma and advanced renal cell carcinoma. Limited but crucial evidence suggests that these agents can have cardiotoxic side effects ranging from hypertension to heart failure. A greater understanding of the underlying mechanisms of this cardiotoxicity are needed as concerns grow and the capacity to anticipate them is lacking. The objective of this study was to explore the mitochondrial-mediated cardiotoxic mechanisms of the two selected TKIs. This was achieved experimentally using immortalized human cardiomyocytes, AC16 cells, to investigate dose- and time-dependent cell killing, along with measurements of temporal changes in key signaling proteins involved in the intrinsic apoptotic and autophagy pathways upon exposure to these agents. Quantitative systems pharmacology (QSP) models were developed to capture the toxicological response in AC16 cells using protein dynamic data. The developed QSP models captured well all the various trends in protein signaling and cellular responses with good precision on the parameter estimates, and were successfully qualified using external data sets. An interplay between the apoptotic and autophagic pathways was identified to play a major role in determining toxicity associated with the investigated TKIs. The established modeling platform showed utility in elucidating the mechanisms of cardiotoxicity of SORAFENIB and DASATINIB. It may be useful for other small molecule targeted therapies demonstrating cardiac toxicities, and may aid in informing alternate dosing strategies to alleviate cardiotoxicity associated with these therapies.

摘要

酪氨酸激酶抑制剂 (TKI) 是一种靶向治疗药物,正在迅速取代传统的细胞毒性化疗药物。我们的研究调查了两种获得美国食品和药物管理局批准的 TKI,达沙替尼;用于治疗伊马替尼耐药性慢性髓性白血病,和索拉非尼;用于治疗肝细胞癌和晚期肾细胞癌。有限但至关重要的证据表明,这些药物可能具有心脏毒性副作用,从高血压到心力衰竭不等。随着人们的担忧加剧,人们对这种心脏毒性的潜在机制的了解还很有限,因此需要进一步了解。本研究的目的是探索两种选定 TKI 的线粒体介导的心脏毒性机制。这是通过使用永生化的人类心肌细胞 AC16 细胞来实验实现的,以研究剂量和时间依赖性细胞杀伤,以及在暴露于这些药物时涉及内在凋亡和自噬途径的关键信号蛋白的时间变化。使用蛋白质动态数据,开发了定量系统药理学 (QSP) 模型来捕获 AC16 细胞中的毒性反应。所开发的 QSP 模型很好地捕捉了蛋白质信号和细胞反应的所有各种趋势,参数估计精度高,并成功使用外部数据集进行了资格验证。研究发现,凋亡和自噬途径之间的相互作用在确定与所研究的 TKI 相关的毒性方面起着重要作用。所建立的建模平台在阐明索拉非尼和达沙替尼心脏毒性的机制方面显示出了实用性。它可能对其他表现出心脏毒性的小分子靶向治疗药物有用,并可能有助于为减轻这些治疗方法相关的心脏毒性提供替代剂量策略的信息。

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