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蛋白质-蛋白质对接中的采样和评分。

Sampling and Scoring in Protein-Protein Docking.

机构信息

Department of Synthesis and Chemical Technology of Pharmaceutical Substances with Computer Modeling Laboratory, Faculty of Pharmacy, Medical University of Lublin, Lublin, Poland.

出版信息

Methods Mol Biol. 2024;2780:15-26. doi: 10.1007/978-1-0716-3985-6_2.

DOI:10.1007/978-1-0716-3985-6_2
Abstract

Protein-protein docking is considered one of the most important techniques supporting experimental proteomics. Recent developments in the field of computer science helped to improve this computational technique so that it better handles the complexity of protein nature. Sampling algorithms are responsible for the generation of numerous protein-protein ensembles. Unfortunately, a primary docking output comprises a set of both near-native poses and decoys. Application of the efficient scoring function helps to differentiate poses with the most favorable properties from those that are very unlikely to represent a natural state of the complex. This chapter explains the importance of sampling and scoring in the process of protein-protein docking. Moreover, it summarizes advances in the field.

摘要

蛋白质-蛋白质对接被认为是支持实验蛋白质组学的最重要技术之一。计算机科学领域的最新发展有助于改进这种计算技术,使其能够更好地处理蛋白质性质的复杂性。采样算法负责生成大量的蛋白质-蛋白质组合。不幸的是,主要对接输出包括一组近天然构象和诱饵。高效评分函数的应用有助于将具有最有利性质的构象与那些极不可能代表复合物自然状态的构象区分开来。本章解释了采样和评分在蛋白质-蛋白质对接过程中的重要性。此外,它总结了该领域的进展。

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Sampling and Scoring in Protein-Protein Docking.蛋白质-蛋白质对接中的采样和评分。
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本文引用的文献

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Isolation and characterization of human anti-CD20 single-chain variable fragment (scFv) from a Naive human scFv library.从 Naive 人源 scFv 文库中分离和鉴定人源抗 CD20 单链可变片段(scFv)。
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LZerD webserver for pairwise and multiple protein-protein docking.LZerD 网页服务器,用于进行成对和多种蛋白质-蛋白质对接。
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Performance and Its Limits in Rigid Body Protein-Protein Docking.刚体蛋白质-蛋白质对接的性能及其限制。
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Protein-ligand docking using FFT based sampling: D3R case study.基于 FFT 采样的蛋白质配体对接:D3R 案例研究。
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5
The ClusPro web server for protein-protein docking.ClusPro 网页服务器,用于蛋白质-蛋白质对接。
Nat Protoc. 2017 Feb;12(2):255-278. doi: 10.1038/nprot.2016.169. Epub 2017 Jan 12.
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Advantages and limitations of classic and 3D QSAR approaches in nano-QSAR studies based on biological activity of fullerene derivatives.基于富勒烯衍生物生物活性的纳米定量构效关系(nano-QSAR)研究中经典和三维定量构效关系(3D QSAR)方法的优势与局限
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7
Protein-protein docking by fast generalized Fourier transforms on 5D rotational manifolds.基于五维旋转流形上的快速广义傅里叶变换进行蛋白质-蛋白质对接。
Proc Natl Acad Sci U S A. 2016 Jul 26;113(30):E4286-93. doi: 10.1073/pnas.1603929113. Epub 2016 Jul 13.
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Insights into Protein-Ligand Interactions: Mechanisms, Models, and Methods.蛋白质-配体相互作用的见解:机制、模型与方法
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Protein-protein docking: from interaction to interactome.蛋白质-蛋白质对接:从相互作用到相互作用组
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