Division of Imaging Sciences and Biomedical Engineering (MF, SAN) and Cardiovascular Division (MJC), King's College London, London, UK.
Br J Pharmacol. 2018 Mar;175(5):763-781. doi: 10.1111/bph.14104. Epub 2018 Jan 23.
Doxorubicin (DOX) is an effective cancer therapeutic agent but causes therapy-limiting cardiotoxicity. The effects of DOX and its metabolite doxorubicinol (DOXL) on individual channels have been well characterized in isolation. However, it is unknown how the action and interaction of affected channels combine to generate the phenotypic cardiotoxic outcome. We sought to develop an in silico model that links drug effects on channels to action potential duration (APD) and intracellular Ca concentration in order to address this gap in knowledge.
We first propose two methods to obtain, from published values, consensus drug effects on the currents of individual channels, transporters and pumps. Separately, we obtained equivalent values for APD and Ca concentration (the readouts used as surrogates for cardiotoxicity). Once derived, the consensus effects on the currents were incorporated into established biophysical models of the cardiac myocyte and were refined adjusting the sarcoplasmic reticulum Ca leak current (I ) until the consensus effects on APD and Ca dynamics were replicated. Using factorial analysis, we then quantified the relative contribution of each channel to DOX and DOXL cardiotoxicity.
The factorial analysis identified the rapid delayed rectifying K current, the L-type Ca current and the sarcoplasmic reticulum I as the targets primarily responsible for the cardiotoxic effects on APD and Ca dynamics.
This study provides insight into the mechanisms of DOX-induced cardiotoxicity and a framework for the development of future diagnostic and therapeutic strategies.
多柔比星(DOX)是一种有效的癌症治疗药物,但会导致治疗受限的心脏毒性。DOX 和其代谢物多柔比星醇(DOXL)对单个通道的作用已在分离状态下得到很好的描述。然而,尚不清楚受影响的通道的作用和相互作用如何结合产生表型心脏毒性结果。我们试图开发一种能够将药物对通道的作用与动作电位持续时间(APD)和细胞内 Ca 浓度联系起来的计算机模型,以解决这一知识空白。
我们首先提出了两种方法,从已发表的值中获得对单个通道、转运体和泵电流的共识药物作用。另外,我们还获得了 APD 和 Ca 浓度的等效值(用作心脏毒性替代物的读数)。一旦得出,共识作用对电流的影响就被纳入到心脏肌细胞的已建立的生物物理模型中,并通过调整肌浆网 Ca 渗漏电流(I)进行细化,直到共识作用对 APD 和 Ca 动力学的影响得到复制。然后,我们使用析因分析来量化每个通道对 DOX 和 DOXL 心脏毒性的相对贡献。
析因分析确定了快速延迟整流钾电流、L 型 Ca 电流和肌浆网 I 是主要负责 APD 和 Ca 动力学心脏毒性作用的目标。
本研究深入了解了 DOX 诱导的心脏毒性的机制,并为未来的诊断和治疗策略的发展提供了框架。