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相关概念视频

Protein Folding01:25

Protein Folding

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Proteins are chains of amino acids linked together by peptide bonds. Upon synthesis, a protein folds into a three-dimensional conformation, critical to its biological function. Interactions between its constituent amino acids guide protein folding, and hence the protein structure is primarily dependent on its amino acid sequence.
Protein Structure Is Critical to Its Biological Function
Proteins perform a wide range of biological functions such as catalyzing chemical reactions, providing...
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Protein Folding01:22

Protein Folding

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Overview
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Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

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Protein domains are small structurally independent units that are part of a single amino acid chain.  Although these domains are often structurally independent, they may rely on synergistic effects to perform their functions as part of a larger protein. Protein domains may be conserved within the same organism, as well as across different organisms.
A limited set of protein domains often duplicate and recombine during evolution. These domains can be organized in different combinations to...
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Molecular Models02:00

Molecular Models

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Physical models representing molecular architectures of chemical compounds play essential roles in understanding chemistry. The use of molecular models makes it easier to visualize the structures and shapes of atoms and molecules.
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Molecular Chaperones and Protein Folding03:00

Molecular Chaperones and Protein Folding

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The native conformation of a protein is formed by interactions between the side chains of its constituent amino acids. When the amino acids cannot form these interactions, the protein cannot fold by itself and needs chaperones. Notably, chaperones do not relay any additional information required for the folding of polypeptides; the native conformation of a protein is determined solely by its amino acid sequence. Chaperones catalyze protein folding without being a part of the folded protein.
The...
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Molecular Chaperones and Protein Folding03:00

Molecular Chaperones and Protein Folding

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相关实验视频

Updated: Jan 17, 2026

Structure-Based Simulation and Sampling of Transcription Factor Protein Movements along DNA from Atomic-Scale Stepping to Coarse-Grained Diffusion
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通过结构扩散 (IMSD) 进行代建模:使用AlphaFold2-based Generative Diffusion Model (UFConff) 探索变形蛋白中的折叠切换途径.

Dmitrii A Luzik1, Nikolai R Skrynnikov1,2

  • 1Laboratory of Biomolecular NMR, St. Petersburg State University, St. Petersburg, Russia.

Proteins
|September 24, 2025
PubMed
概括
此摘要是机器生成的。

研究人员开发了一种新的计算方法,即通过结构扩散 (IMSD) 进行代建模,以建模变形蛋白如何在结构之间切换. 这种深度学习方法准确地绘制了蛋白质折叠切换路径,有助于理解蛋白质动态.

关键词:
折叠/展开中间产品的折叠/展开生成性扩散模型的模型.变形蛋白质是一种变形蛋白质.模拟折叠切换路径的模型.平行级联选择 分子动力学 分子动力学

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科学领域:

  • 结构生物学是结构生物学.
  • 计算生物学是一种计算生物学.
  • 蛋白质动力学 蛋白质动力学

背景情况:

  • 变形蛋白 (MPs) 呈现出多种不同的空间结构,这使得它们对各种生物功能至关重要.
  • 预测蛋白质折叠切换潜力和建模重新折叠途径是结构生物学中的重大挑战.

研究的目的:

  • 开发一种新的计算算法,用于建模变形蛋白折叠切换通路.
  • 利用深度学习,特别是基于AlphaFold2的UFConf预测器,用于建模蛋白质结构变化.

主要方法:

  • 通过结构扩散 (IMSD) 算法开发了代建模,由UFConf生成扩散预测器驱动.
  • 利用噪声和无噪声过程来代地建模MPs的构造状态 (A到B) 之间的过渡.
  • 将IMSD协议应用于变形蛋白GA98,SA1 V90T和RfaH C终端域.

主要成果:

  • 成功地绘制出选择的变态蛋白质的完整折叠切换路径.
  • 模拟的路径与国会议员的双道能源景观模型保持一致.
  • 结果与已有的对变形蛋白质结构的实验数据有很好的一致性.

结论:

  • 基于UFConf的IMSD协议为建模变态蛋白折叠交换提供了一种有效的方法.
  • 这项工作有助于推进基于深度学习的工具来模拟蛋白质动态.
  • 开发的协议有助于理解变形蛋白质复杂的结构灵活性.