Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

11.4K
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...
11.4K
Conservation of Protein Domains02:26

Conservation of Protein Domains

3.2K
3.2K
Protein Denaturation01:28

Protein Denaturation

5.6K
The function of proteins depends on their native three-dimensional structure, which is dictated by the amino acid sequence of the specific protein. Folding of the polypeptide chain takes place under specific conditions that energetically favor the folded conformation. In contrast, protein denaturation occurs spontaneously under unfavorable conditions that disrupt the integrity of the folded conformation. Thus, the chemical and physical environment of a protein, such as significant changes in pH...
5.6K
Protein Folding01:25

Protein Folding

8.7K
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...
8.7K
Conserved Binding Sites01:49

Conserved Binding Sites

4.4K
Many proteins’ biological role depends on their interactions with their ligands, small molecules that bind to specific locations on the protein known as ligand-binding sites. Ligand-binding sites are often conserved among homologous proteins as these sites are critical for protein function.
Binding sites are often located in large pockets, and if their location on a protein’s surface is unknown, it can be predicted using various approaches. The energetic method computationally...
4.4K
Protein Folding Quality Check in the RER01:29

Protein Folding Quality Check in the RER

3.8K
ER is the primary site for the maturation and folding of soluble and transmembrane secretory proteins. The calnexin cycle is a specific chaperone system that folds and assesses the confirmation of N-glycosylated proteins before they can exit the ER lumen. The primary players of this quality check pipeline are the lectins, ER-resident chaperones, and a glucosyl transferase enzyme. In case the calnexin system in the lumen fails to salvage a misfolded protein, it is transported to the cytoplasm...
3.8K

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Epidemiological and clinical features of hypertrophic scar and keloid in Chinese college students: A university-based cross-sectional survey.

Heliyon·2023
Same author

Five new terpenoids from Viburnum odoratissimum var. sessiliflorum.

Chinese journal of natural medicines·2023
Same author

Characterization of a Riboflavin-Producing Mutant of <i>Bacillus subtilis</i> Isolated by Droplet-Based Microfluidics Screening.

Microorganisms·2023
Same author

Neuroprotection of SRT2104 in Murine Ischemia/Reperfusion Injury Through the Enhancement of Sirt1-Mediated Deacetylation.

Investigative ophthalmology & visual science·2023
Same author

SIRT6 ameliorates LPS-induced apoptosis and tight junction injury in ARDS through the ERK1/2 pathway and autophagy.

International journal of medical sciences·2023
Same author

Deep learning-based diagnosis of osteoblastic bone metastases and bone islands in computed tomograph images: a multicenter diagnostic study.

European radiology·2023

相关实验视频

Updated: Sep 16, 2025

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
07:08

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues

Published on: July 14, 2015

7.4K

预测突变后的蛋白质稳定性变化,使用单个序列的双视集团学习.

Zhiwei Nie1,2,3, Yiming Ma1,3, Yutian Liu4

  • 1School of Electronic and Computer Engineering, Peking University, Shenzhen, China.

Briefings in bioinformatics
|July 11, 2025
PubMed
概括

预测突变导致的蛋白质稳定性变化有助于蛋白质工程. DVE-稳定性框架使用双视图集合学习来准确地预测这些从单个序列的变化,提高预测效率和可解释性.

关键词:
这是一个双视图.组合学习组合学习微环境模拟微环境模拟蛋白质稳定性变化 蛋白质稳定性变化

更多相关视频

Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons
08:04

Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons

Published on: June 6, 2025

522
Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
06:50

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

2.0K

相关实验视频

Last Updated: Sep 16, 2025

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
07:08

Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues

Published on: July 14, 2015

7.4K
Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons
08:04

Identification and Classification of Position-specific GABAA Receptor Subunit Missense Variants for Their Role In Hippocampal Pyramidal Neurons

Published on: June 6, 2025

522
Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
06:50

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

2.0K

科学领域:

  • 生物化学和分子生物学
  • 计算生物学和生物信息学
  • 蛋白质工程是指蛋白质工程.

背景情况:

  • 蛋白质的稳定性对于蛋白质的功能和工程至关重要.
  • 精确预测突变诱导的稳定性变化对于高效的蛋白质设计至关重要.
  • 现有的方法往往难以捕捉复杂的突变效应和概括性.

研究的目的:

  • 开发一种新的计算框架,用于预测突变诱导的蛋白质稳定性变化.
  • 用序列数据提高蛋白质稳定性变化预测的准确性和通用性.
  • 提供一种可解释的工具,用于识别蛋白质工程中的有益突变.

主要方法:

  • 提出了一种双视图组合学习框架 (DVE-稳定性).
  • 该框架通过集体学习整合了全球和本地突变依赖性.
  • 一个结构微环境模拟模块被纳入,以在序列层面引入结构信息.

主要成果:

  • 在七个单点突变数据集上,DVE稳定性实现了最先进的性能,在五个数据集上超过了现有方法.
  • 该框架在多点突变预测的零射击推断中展示了卓越的概括性,捕捉了表现.
  • 在预测指导进化至关重要的罕见有益突变方面,DVE稳定性表现强.

结论:

  • DVE稳定性为预测突变诱导的蛋白质稳定性变化提供了一种灵活和高效的方法.
  • 该框架通过注意力得分提供了对分子内相互作用的可解释的见解.
  • 这种工具可以显著帮助蛋白质工程和定向进化的努力.