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相关概念视频

Protein-protein Interfaces02:04

Protein-protein Interfaces

12.5K
Many proteins form complexes to carry out their functions, making protein-protein interactions (PPIs) essential for an organism's survival. Most PPIs are stabilized by numerous weak noncovalent chemical forces. The physical shape of the interfaces determines the way two proteins interact. Many globular proteins have closely-matching shapes on their surfaces, which form a large number of weak bonds. Additionally, many PPIs occur between two helices or between a surface cleft and a...
12.5K
Protein Families02:47

Protein Families

15.3K
Protein families are groups of homologous proteins; that is, they have similarities in amino acid sequences and three-dimensional structures. Protein families usually occur because of gene duplication, where an additional copy of a gene is inserted into the genome of an organism.   Mutations that change the amino acids but still allow the protein to be properly synthesized, will lead to new protein family members.   If these new proteins contain similar amino acids in key...
15.3K
Protein Networks02:26

Protein Networks

3.9K
An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...
3.9K
Conservation of Protein Domains Over Different Proteins02:26

Conservation of Protein Domains Over Different Proteins

10.8K
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...
10.8K
Protein Organization01:24

Protein Organization

6.4K
Proteins are polymers of amino acid residues. They are versatile and responsible for different cellular functions, including DNA replication, molecular transport, catalysis, and structural support. Proteins have a hierarchical structure comprising at least three levels of organization: primary, secondary, and tertiary structure. Some large proteins have a quaternary structure where individual protein subunits are linked together.
The primary structure of a protein is its amino acid sequence....
6.4K
Conserved Binding Sites01:49

Conserved Binding Sites

4.2K
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...
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相关实验视频

Updated: Jun 19, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
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A Protocol for Computer-Based Protein Structure and Function Prediction

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[基于生物信息学的蛋白质功能预测的进展]

Xinyuan He1, Yang Liu1, Xianghe Zeng2

  • 1School of Information Science and Engineering, University of Jinan, Jinan 250022, Shandong, China.

Sheng wu gong cheng xue bao = Chinese journal of biotechnology
|July 24, 2024
PubMed
概括
此摘要是机器生成的。

生物信息学工具对于预测蛋白质功能至关重要,有助于生物医学研究和药物发现. 本文对序列,结构和基于网络的预测方法的最新进展进行了分类和审查.

关键词:
生物信息学是一种生物信息学.深度学习是一种深度学习.基因本体学 基因本体学机器学习是机器学习.蛋白质功能的预测和预测.

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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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相关实验视频

Last Updated: Jun 19, 2025

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A Protocol for Computer-Based Protein Structure and Function Prediction

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科学领域:

  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学
  • 蛋白质组学是指蛋白质组学.

背景情况:

  • 越来越多的生物数据和计算能力需要先进的生物信息学工具.
  • 准确的蛋白质功能识别对于生物医学研究和药物发现至关重要.
  • 蛋白质功能预测仍然是一个重大挑战和一个动态的研究领域.

研究的目的:

  • 为了分类现有的基于生物信息学的蛋白质功能预测方法.
  • 分析每个类别内的特定算法.
  • 突出最近的研究进展,并为未来的应用提供参考.

主要方法:

  • 将方法分为基于序列的,基于结构的和基于蛋白质相互作用网络的方法.
  • 分析每个类别内的算法.
  • 概述蛋白质功能预测方面的最新研究进展.

主要成果:

  • 建立了蛋白质功能预测方法的明确分类.
  • 详细分析各种算法,包括它们的优点和局限性.
  • 确定了该领域的关键趋势和最近的突破.

结论:

  • 生物信息学工具对于现代生物问题解决是不可或缺的.
  • 审查的方法为生物医学领域和药物发现领域的研究人员提供了宝贵的见解.
  • 生物信息学的持续进步对于加速生物研究和治疗开发至关重要.