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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
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...
10.9K
Conserved Binding Sites01:49

Conserved Binding Sites

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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...
4.2K
Protein Networks02:26

Protein Networks

4.0K
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,...
4.0K
Protein Organization01:24

Protein Organization

6.6K
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....
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Conservation of Protein Domains02:26

Conservation of Protein Domains

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相关实验视频

Updated: Jul 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

Published on: November 3, 2011

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在蛋白质功能预测当前的成功和剩余的挑战.

Constance J Jeffery1

  • 1Department of Biological Sciences, University of Illinois at Chicago, Chicago, IL, United States.

Frontiers in bioinformatics
|August 14, 2023
PubMed
概括

预测蛋白质功能对于理解基因组至关重要,但超过30%的蛋白质编码基因仍然未知. 最近的进展改善了预测,但在注释多样化和复杂的蛋白质功能方面仍然存在挑战.

科学领域:

  • 计算生物学 计算生物学
  • 生物信息学是一种生物信息学.
  • 基因组学就是基因组学.

背景情况:

  • 在蛋白质功能预测方面取得了重大进展,有助于蛋白质序列的注释.
  • 然而,在被测序的基因组中,相当一部分 (超过30%) 的蛋白质编码基因仍然具有未知的功能.
  • 蛋白质的功能是多样化的,包括催化,结合和结构性作用,其中一些本质上很难预测.

研究的目的:

  • 审查用于预测蛋白质功能的计算方法的最新发展.
  • 突出在准确注释蛋白序列及其作用方面存在的持续挑战.
  • 讨论由多功能蛋白质和微妙的序列/结构-功能关系产生的复杂性.

主要方法:

  • 关于蛋白质功能预测算法和技术的最新文献的审查.
  • 分析导致预测困难的因素,包括蛋白质复杂性和数据限制.
  • 讨论新兴的计算方法及其对功能基因组学的潜在影响.

主要成果:

  • 蛋白质功能预测的改进提高了基因组注释成功率.
  • 关键的挑战仍然存在,特别是对于具有多个功能或微妙的功能区别的蛋白质.
  • 物理特征和复杂的序列/结构关系对准确的预测构成重大障碍.
关键词:
数据库就是数据库.功能预测 功能预测蛋白质的功能 蛋白质的功能蛋白质结构 蛋白质结构结构和功能结构和功能.

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结论:

  • 对先进的预测方法的持续研究对于全面的基因组注释至关重要.
  • 解决蛋白质多功能性和结构功能关系的复杂性至关重要.
  • 未来的努力应该集中在开发更强大的和细微的计算工具来预测蛋白质功能.