Bura E, Klimov D K, Barsegov V
Department of Statistics, George Washington University, Washington, DC, USA.
Biophys J. 2007 Aug 15;93(4):1100-15. doi: 10.1529/biophysj.107.105866. Epub 2007 May 11.
Most of the mechanically active proteins are organized into tandems of identical repeats, (D)N, or heterogeneous tandems, D1-D2-...-DN. In current atomic force microscopy experiments, conformational transitions of protein tandems can be accessed by employing constant stretching force f (force-clamp) and by analyzing the recorded unfolding times of individual domains. Analysis of unfolding data for homogeneous tandems relies on the assumption that unfolding times are independent and identically distributed, and involves inference of the (parent) probability density of unfolding times from the histogram of the combined unfolding times. This procedure cannot be used to describe tandems characterized by interdomain interactions, or heteregoneous tandems. In this article, we introduce an alternative approach that is based on recognizing that the observed data are ordered, i.e., first, second, third, etc., unfolding times. The approach is exemplified through the analysis of unfolding times for a computer model of the homogeneous and heterogeneous tandems, subjected to constant force. We show that, in the experimentally accessible range of stretching forces, the independent and identically distributed assumption may not hold. Specifically, the uncorrelated unfolding transitions of individual domains at lower force may become correlated (dependent) at elevated force levels. The proposed formalism can be used in atomic force microscopy experiments to infer the unfolding time distributions of individual domains from experimental histograms of ordered unfolding times, and it can be extended to analyzing protein tandems that exhibit interdomain interactions.
大多数具有机械活性的蛋白质被组织成相同重复序列的串联结构,(D)N,或异质串联结构,D1-D2-...-DN。在当前的原子力显微镜实验中,蛋白质串联结构的构象转变可以通过采用恒定拉伸力f(力钳)并分析记录的各个结构域的解折叠时间来实现。对同质串联结构解折叠数据的分析依赖于解折叠时间是独立同分布的假设,并且涉及从组合解折叠时间的直方图推断解折叠时间的(母体)概率密度。这个过程不能用于描述具有结构域间相互作用特征的串联结构或异质串联结构。在本文中,我们引入了一种替代方法,该方法基于认识到观察到的数据是有序的,即第一、第二、第三等解折叠时间。通过对在恒定力作用下的同质和异质串联结构的计算机模型的解折叠时间进行分析,举例说明了该方法。我们表明,在实验可及的拉伸力范围内,独立同分布假设可能不成立。具体而言,在较低力下各个结构域不相关的解折叠转变在较高力水平下可能会变得相关(依赖)。所提出的形式主义可用于原子力显微镜实验,从有序解折叠时间的实验直方图推断各个结构域的解折叠时间分布,并且可以扩展到分析表现出结构域间相互作用的蛋白质串联结构。