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相关概念视频

Protein Organization01:24

Protein Organization

7.3K
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....
7.3K
Protein-protein Interfaces02:04

Protein-protein Interfaces

13.7K
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...
13.7K
Protein and Protein Structure02:15

Protein and Protein Structure

81.7K
Proteins are one of the most abundant organic molecules in living systems and have the most diverse range of functions of all macromolecules. Proteins may be structural, regulatory, contractile, or protective. They may serve in transport, storage, or membranes; or they may be toxins or enzymes. Their structures, like their functions, vary greatly. They are all, however, amino acid polymers arranged in a linear sequence.
A protein's shape is critical to its function. For example, an enzyme...
81.7K
Protein Networks02:26

Protein Networks

4.1K
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,...
4.1K
Protein and Protein Structures02:15

Protein and Protein Structures

10.9K
10.9K
Protein Families02:47

Protein Families

15.9K
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...
15.9K

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相关实验视频

Updated: Sep 18, 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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基于人工智能 (AI) 的蛋白质结构预测和分析.

Ashwani Kumar1, Aanchal Gupta1, Shubham Kumar1

  • 1University Institute of Biotechnology, Chandigarh University, Gharuan Mohali, Punjab, India.

Methods in molecular biology (Clifton, N.J.)
|June 24, 2025
PubMed
概括
此摘要是机器生成的。

准确预测蛋白质3D结构,特别是使用无模板方法,仍然是生物信息学和药物发现的重大挑战. 先进的人工智能 (AI) 对于克服计算复杂性和改善蛋白质结构预测至关重要.

关键词:
人工智能的人工智能是人工智能.生物信息学是一种生物信息学.深度学习是一种深度学习.蛋白质的结构预测.搜索优化 搜索优化 搜索优化

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Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
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Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins

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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules

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相关实验视频

Last Updated: Sep 18, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
16:41

A Protocol for Computer-Based Protein Structure and Function Prediction

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Application of I TASSER, trRosetta, UCSF Chimera, HADDOCK server, and HEX loria for De Novo and In Silico Design of Proteins
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules
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Protein WISDOM: A Workbench for In silico De novo Design of BioMolecules

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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.
  • 药物发现 药物发现 药物发现

背景情况:

  • 蛋白质结构预测在计算上很复杂,阻碍了药物设计.
  • 基于模板和无模板的方法存在,但对复杂蛋白质的精确预测仍然很困难.
  • 从氨基酸序列的初始预测是一个未解决的挑战.

研究的目的:

  • 提供无模板蛋白质结构预测研究的全面概述.
  • 讨论基本概念,计算方法和现场挑战.
  • 提供见解和建议未来的研究方向,以推进计算蛋白质结构预测.

主要方法:

  • 关于无模板蛋白质结构预测现有文献的审查.
  • 分析计算方法及其局限性.
  • 讨论人工智能 (AI) 对蛋白质结构预测的方法.

主要成果:

  • 由于越来越多的结构不明的蛋白质,无模板预测至关重要.
  • 人工智能方法看起来很有前途,但面临着与复杂性和资源限制有关的挑战.
  • 目前的方法难以准确预测复杂的蛋白质结构.

结论:

  • 复杂的AI方法对于蛋白质结构预测的进步至关重要.
  • 需要进一步的研究来克服计算障碍和资源限制.
  • 推进无模板预测是有效药物发现和生物信息学的关键.