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多维伞形采样和复制交换分子动力学模拟用于跨膜螺旋二聚体的结构预测。

Multidimensional umbrella sampling and replica-exchange molecular dynamics simulations for structure prediction of transmembrane helix dimers.

机构信息

RIKEN Research Center for Allergy and Immunology (RCAI), 1-7-22 Suehiro-cho, Tsurumi-ku,Yokohama, Kanagawa, 230-0045, Japan; RIKEN Theoretical Molecular Science Laboratory, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.

出版信息

J Comput Chem. 2014 Feb 5;35(4):300-8. doi: 10.1002/jcc.23494. Epub 2013 Nov 21.

Abstract

Structural information of a transmembrane (TM) helix dimer is useful in understanding molecular mechanisms of important biological phenomena such as signal transduction across the cell membrane. Here, we describe an umbrella sampling (US) scheme for predicting the structure of a TM helix dimer in implicit membrane using the interhelical crossing angle and the TM-TM relative rotation angles as the reaction coordinates. This scheme conducts an efficient conformational search on TM-TM contact interfaces, and its robustness is tested by predicting the structures of glycophorin A (GpA) and receptor tyrosine kinase EphA1 (EphA1) TM dimers. The nuclear magnetic resonance (NMR) structures of both proteins correspond to the global free-energy minimum states in their free-energy landscapes. In addition, using the landscape of GpA as a reference, we also examine the protocols of temperature replica-exchange molecular dynamics (REMD) simulations for structure prediction of TM helix dimers in implicit membrane. A wide temperature range in REMD simulations, for example, 250-1000 K, is required to efficiently obtain a free-energy landscape consistent with the US simulations. The interhelical crossing angle and the TM-TM relative rotation angles can be used as reaction coordinates in multidimensional US and be good measures for conformational sampling of REMD simulations.

摘要

跨膜(TM)螺旋二聚体的结构信息对于理解重要生物学现象的分子机制很有帮助,例如跨细胞膜的信号转导。在这里,我们描述了一种使用螺旋交叉角和 TM-TM 相对旋转角作为反应坐标来预测膜内 TM 螺旋二聚体结构的伞状采样(US)方案。该方案在 TM-TM 接触界面上进行了有效的构象搜索,其稳健性通过预测糖蛋白 A(GpA)和受体酪氨酸激酶 EphA1(EphA1)TM 二聚体的结构来测试。这两种蛋白质的核磁共振(NMR)结构都对应于它们自由能景观中的全局自由能最小状态。此外,我们还使用 GpA 的景观作为参考,研究了在膜内预测 TM 螺旋二聚体结构的温度复制交换分子动力学(REMD)模拟方案。例如,需要在 REMD 模拟中使用较宽的温度范围(例如 250-1000 K),才能有效地获得与 US 模拟一致的自由能景观。螺旋交叉角和 TM-TM 相对旋转角可用作多维 US 的反应坐标,也是 REMD 模拟构象采样的良好指标。

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