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揭示膜转运蛋白结构的计算方法:以胆红素转运蛋白为例

Computational Approaches for Revealing the Structure of Membrane Transporters: Case Study on Bilitranslocase.

作者信息

Venko Katja, Roy Choudhury A, Novič Marjana

机构信息

Department of Cheminformatics, National Institute of Chemistry, Ljubljana, Slovenia.

出版信息

Comput Struct Biotechnol J. 2017 Jan 31;15:232-242. doi: 10.1016/j.csbj.2017.01.008. eCollection 2017.

Abstract

The structural and functional details of transmembrane proteins are vastly underexplored, mostly due to experimental difficulties regarding their solubility and stability. Currently, the majority of transmembrane protein structures are still unknown and this present a huge experimental and computational challenge. Nowadays, thanks to X-ray crystallography or NMR spectroscopy over 3000 structures of membrane proteins have been solved, among them only a few hundred unique ones. Due to the vast biological and pharmaceutical interest in the elucidation of the structure and the functional mechanisms of transmembrane proteins, several computational methods have been developed to overcome the experimental gap. If combined with experimental data the computational information enables rapid, low cost and successful predictions of the molecular structure of unsolved proteins. The reliability of the predictions depends on the availability and accuracy of experimental data associated with structural information. In this review, the following methods are proposed for structure elucidation: sequence-dependent predictions of transmembrane regions, predictions of transmembrane helix-helix interactions, helix arrangements in membrane models, and testing their stability with molecular dynamics simulations. We also demonstrate the usage of the computational methods listed above by proposing a model for the molecular structure of the transmembrane protein bilitranslocase. Bilitranslocase is bilirubin membrane transporter, which shares similar tissue distribution and functional properties with some of the members of the Organic Anion Transporter family and is the only member classified in the Bilirubin Transporter Family. Regarding its unique properties, bilitranslocase is a potentially interesting drug target.

摘要

跨膜蛋白的结构和功能细节在很大程度上尚未得到充分探索,主要是由于其溶解性和稳定性方面存在实验困难。目前,大多数跨膜蛋白的结构仍然未知,这带来了巨大的实验和计算挑战。如今,借助X射线晶体学或核磁共振光谱技术,已解析出3000多种膜蛋白的结构,其中只有几百种是独特的。由于对阐明跨膜蛋白的结构和功能机制具有巨大的生物学和药学兴趣,已开发出几种计算方法来弥补实验上的不足。如果将计算信息与实验数据相结合,就能快速、低成本且成功地预测未解析蛋白的分子结构。预测的可靠性取决于与结构信息相关的实验数据的可用性和准确性。在本综述中,提出了以下用于结构解析的方法:跨膜区域的序列依赖性预测、跨膜螺旋-螺旋相互作用的预测、膜模型中的螺旋排列,以及用分子动力学模拟测试其稳定性。我们还通过提出一种跨膜蛋白胆红素转运蛋白的分子结构模型,展示了上述计算方法的用法。胆红素转运蛋白是一种胆红素膜转运体,它与有机阴离子转运体家族的一些成员具有相似的组织分布和功能特性,并且是胆红素转运体家族中唯一分类的成员。鉴于其独特的性质,胆红素转运蛋白是一个潜在有趣的药物靶点。

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