Nekouzadeh Ali, Silva Jonathan R, Rudy Yoram
Cardiac Bioelectricity and Arrhythmia Center and Department of Biomedical Engineering, Washington University in Saint Louis, Saint Louis, Missouri, USA.
Biophys J. 2008 Oct;95(7):3510-20. doi: 10.1529/biophysj.108.136721. Epub 2008 Jul 11.
Most potassium channels are tetramers of four homologous polypeptides (subunits). During channel gating, each subunit undergoes several conformational changes independent of the state of other subunits before reaching a permissive state, from which the channel can open. However, transition from the permissive states to the open state involves a concerted movement of all subunits. This cooperative transition must be included in Markov models of channel gating. Previously, it was implemented by considering all possible combinations of four subunit states in a much larger expanded model of channel states (e.g., 27,405 channel states versus 64 subunit states), which complicates modeling and is computationally intense, especially when accurate modeling requires a large number of subunit states. To overcome these complexities and retain the tetrameric molecular structure, a modeling approach was developed to incorporate the cooperative transition directly from the subunit models. In this approach, the open state is separated from the subunit models and represented by the net flux between the open state and the permissive states. Dynamic variations of the probability of state residencies computed using this direct approach and the expanded model were identical. Implementation of the direct approach is simple and its computational time is orders-of-magnitude shorter than the equivalent expanded model.
大多数钾通道是由四个同源多肽(亚基)组成的四聚体。在通道门控过程中,每个亚基在达到允许通道开放的状态之前,会经历几次独立于其他亚基状态的构象变化。然而,从允许状态到开放状态的转变涉及所有亚基的协同运动。这种协同转变必须包含在通道门控的马尔可夫模型中。以前,这是通过在一个大得多的扩展通道状态模型中考虑四个亚基状态的所有可能组合来实现的(例如,27405个通道状态与64个亚基状态),这使得建模变得复杂且计算量很大,特别是当精确建模需要大量亚基状态时。为了克服这些复杂性并保留四聚体分子结构,开发了一种建模方法,直接从亚基模型中纳入协同转变。在这种方法中,开放状态与亚基模型分离,并由开放状态与允许状态之间的净通量表示。使用这种直接方法和扩展模型计算的状态驻留概率的动态变化是相同的。直接方法的实现很简单,其计算时间比等效的扩展模型短几个数量级。