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Transcription-factor binding and sliding on DNA studied using micro- and macroscopic models

机译:使用微观和宏观模型研究转录因子与DNA的结合和滑动

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摘要

Transcription factors search for specific operator sequences by alternating rounds of 3D diffusion with rounds of 1D diffusion (sliding) along the DNA. The details of such sliding have largely been beyond direct experimental observation. For this purpose we devised an analytical formulation of umbrella sampling along a helical coordinate, and from extensive and fully atomistic simulations we quantified the free-energy landscapes that underlie the sliding dynamics and dissociation kinetics for the LacI dimer. The resulting potential of mean force distributions show a fine structure with an amplitude of 1 kBT for sliding and 12 kBT for dissociation. Based on the free-energy calculations the repressor slides in close contact with DNA for 8 bp on average before making a microscopic dissociation. By combining the microscopic molecular-dynamics calculations with Brownian simulation including rotational diffusion from the microscopically dissociated state we estimate a macroscopic residence time of 48 ms at the same DNA segment and an in vitro sliding distance of 240 bp. The sliding distance is in agreement with previous in vitro sliding-length estimates. The in vitro prediction for the macroscopic residence time also compares favorably to what we measure by single-molecule imaging of nonspecifically bound fluorescently labeled LacI in living cells. The investigation adds to our understanding of transcription-factor search kinetics and connects the macro-/mesoscopic rate constants to the microscopic dynamics.
机译:转录因子通过沿着DNA交替进行3D扩散和1D扩散(滑动)来搜索特定的操纵子序列。这种滑动的细节很大程度上超出了直接的实验观察范围。为此,我们设计了沿螺旋坐标的伞状采样的分析公式,并通过广泛的完全原子模拟,对了LacI二聚体的滑动动力学和解离动力学基础的自由能态进行了定量。产生的平均力分布潜力显示出一种精细的结构,其滑动幅度为1 kBT,解离幅度为12 kBT。基于自由能的计算,在进行微观解离之前,阻遏物平均与DNA紧密滑动8 bp。通过将微观分子动力学计算与包括从微观解离状态的旋转扩散在内的布朗模拟相结合,我们估计在相同DNA片段上的宏观停留时间为48 ms,体外滑动距离为240 bp。滑动距离与先前的体外滑动长度估计一致。体外宏观停留时间的预测也与我们通过活细胞中非特异性结合的荧光标记的LacI的单分子成像所测量的结果相比具有优势。该研究增加了我们对转录因子搜索动力学的理解,并将宏观/介观速率常数与微观动力学联系起来。

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