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计算与功能视角下的神经退行性变中的蛋白质错误折叠

Computational and Functional Insights of Protein Misfolding in Neurodegeneration.

机构信息

Bioinformatics and Human Electrophysiology Laboratory, Department of Informatics, Ionian University, Corfu, Greece.

出版信息

Adv Exp Med Biol. 2023;1423:201-206. doi: 10.1007/978-3-031-31978-5_18.

DOI:10.1007/978-3-031-31978-5_18
PMID:37525045
Abstract

Protein folding is the process by which a polypeptide chain self-assembles into the correct three-dimensional structure, so that it ends up in the biologically active, native state. Under conditions of proteotoxic stress, mutations, or cellular aging, proteins can begin to aggregate into non-native structures such as ordered amyloid fibrils and plaques. Many neurodegenerative diseases involve the misfolding and aggregation of specific proteins into abnormal, toxic species. Experimental approaches including crystallography and AFM (atomic force microscopy)-based force spectroscopy are used to exploit the folding and structural characterization of protein molecules. At the same time, computational techniques through molecular dynamics, fold recognition, and structure prediction are widely applied in this direction. Benchmarking analysis for combining and comparing computational methodologies with functional studies can decisively unravel robust interactions between the side groups of the amino acid sequence and monitor alterations in intrinsic protein dynamics with high precision as well as adequately determine potent conformations of the folded patterns formed in the polypeptide structure.

摘要

蛋白质折叠是指多肽链自行组装成正确的三维结构的过程,从而使其达到具有生物活性的天然状态。在蛋白毒性应激、突变或细胞衰老的条件下,蛋白质可能开始聚集形成非天然结构,如有序的淀粉样纤维和斑块。许多神经退行性疾病涉及特定蛋白质错误折叠和聚集成为异常的、有毒的物质。实验方法包括晶体学和基于原子力显微镜(AFM)的力谱学,用于研究蛋白质分子的折叠和结构特征。同时,通过分子动力学、折叠识别和结构预测等计算技术也被广泛应用于这一方向。通过基准分析,将计算方法与功能研究相结合和比较,可以有效地揭示氨基酸序列侧基之间的稳健相互作用,并以高精度监测内在蛋白质动力学的变化,以及充分确定多肽结构中形成的折叠模式的有效构象。

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本文引用的文献

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Fast and accurate Ab Initio Protein structure prediction using deep learning potentials.使用深度学习势能进行快速准确的从头开始蛋白质结构预测。
PLoS Comput Biol. 2022 Sep 16;18(9):e1010539. doi: 10.1371/journal.pcbi.1010539. eCollection 2022 Sep.
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Comparative studies of AlphaFold, RoseTTAFold and Modeller: a case study involving the use of G-protein-coupled receptors.AlphaFold、RoseTTAFold 和 Modeller 的比较研究:涉及 G 蛋白偶联受体应用的案例研究。
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Is Protein Folding a Thermodynamically Unfavorable, Active, Energy-Dependent Process?
蛋白质折叠是一个热力学不利的、主动的、依赖能量的过程吗?
Int J Mol Sci. 2022 Jan 4;23(1):521. doi: 10.3390/ijms23010521.
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Prediction and Validation of a Protein's Free Energy Surface Using Hydrogen Exchange and (Importantly) Its Denaturant Dependence.利用氢交换(重要的是)及其变性剂依赖性预测和验证蛋白质的自由能表面。
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Recent Advances in Protein Homology Detection Propelled by Inter-Residue Interaction Map Threading.基于残基间相互作用图谱穿线法推动的蛋白质同源性检测的最新进展
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Folding up and Moving on-Nascent Protein Folding on the Ribosome.折叠与延伸——核糖体上新生蛋白质的折叠。
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Familial Alzheimer's Disease Mutations within the Amyloid Precursor Protein Alter the Aggregation and Conformation of the Amyloid-β Peptide.淀粉样前体蛋白中的家族性阿尔茨海默病突变改变了β淀粉样肽的聚集和构象。
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