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细胞过程的分子模拟

Molecular simulations of cellular processes.

作者信息

Trovato Fabio, Fumagalli Giordano

机构信息

Department of Mathematics and Computer Science, Freie Universität Berlin, Arnimallee 6, 14195, Berlin, Germany.

Nephrology and Dialysis Unit, USL Toscana Nord Ovest, 55041, Lido di Camaiore, Lucca, Italy.

出版信息

Biophys Rev. 2017 Dec;9(6):941-958. doi: 10.1007/s12551-017-0363-6. Epub 2017 Nov 28.

Abstract

It is, nowadays, possible to simulate biological processes in conditions that mimic the different cellular compartments. Several groups have performed these calculations using molecular models that vary in performance and accuracy. In many cases, the atomistic degrees of freedom have been eliminated, sacrificing both structural complexity and chemical specificity to be able to explore slow processes. In this review, we will discuss the insights gained from computer simulations on macromolecule diffusion, nuclear body formation, and processes involving the genetic material inside cell-mimicking spaces. We will also discuss the challenges to generate new models suitable for the simulations of biological processes on a cell scale and for cell-cycle-long times, including non-equilibrium events such as the co-translational folding, misfolding, and aggregation of proteins. A prominent role will be played by the wise choice of the structural simplifications and, simultaneously, of a relatively complex energetic description. These challenging tasks will rely on the integration of experimental and computational methods, achieved through the application of efficient algorithms. Graphical abstract.

摘要

如今,在模拟不同细胞区室的条件下模拟生物过程已成为可能。几个研究小组使用了性能和准确性各异的分子模型进行了这些计算。在许多情况下,原子自由度已被消除,牺牲了结构复杂性和化学特异性以便能够探索缓慢的过程。在本综述中,我们将讨论从计算机模拟中获得的关于大分子扩散、核体形成以及细胞模拟空间内涉及遗传物质的过程的见解。我们还将讨论生成适用于细胞尺度生物过程模拟以及细胞周期长时间模拟的新模型所面临的挑战,包括诸如蛋白质共翻译折叠、错误折叠和聚集等非平衡事件。明智地选择结构简化以及相对复杂的能量描述将发挥重要作用。这些具有挑战性的任务将依赖于通过应用高效算法实现的实验方法和计算方法的整合。图形摘要。

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