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相关概念视频

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...
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Protein Organization01:24

Protein Organization

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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....
6.3K
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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Protein Families02:47

Protein Families

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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...
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Evolutionary Relationships through Genome Comparisons02:54

Evolutionary Relationships through Genome Comparisons

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Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...
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Conservation of Protein Domains02:26

Conservation of Protein Domains

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相关实验视频

Updated: Jun 7, 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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通过Reseek调整蛋白质结构,提高对远程同类的敏感性.

Robert C Edgar1

  • 1Independent Scientist, Corte Madera, CA 94925, United States.

Bioinformatics (Oxford, England)
|November 15, 2024
PubMed
概括
此摘要是机器生成的。

新的蛋白质结构对齐算法Reseek显著改善了远程同质检测的现有方法. 与Foldseek不同,它提供了准确的错误估计,并且适用于大型蛋白质结构数据库.

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Optimization of Synthetic Proteins: Identification of Interpositional Dependencies Indicating Structurally and/or Functionally Linked Residues
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Creating and Applying a Reference to Facilitate the Discussion and Classification of Proteins in a Diverse Group
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相关实验视频

Last Updated: Jun 7, 2025

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16:41

A Protocol for Computer-Based Protein Structure and Function Prediction

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

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Creating and Applying a Reference to Facilitate the Discussion and Classification of Proteins in a Diverse Group
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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
  • 结构生物学 结构生物学

背景情况:

  • 最近在蛋白质结构预测方面的进展产生了大量的数据集.
  • 这需要高效和敏感的蛋白质结构对齐工具.
  • 现有的方法在检测远程结构相似性方面面临挑战.

研究的目的:

  • 介绍Reseek,一种新的蛋白质结构对齐算法.
  • 评估Reseek的性能与最先进的方法相比.
  • 分析Reseek对于大规模结构数据库的可扩展性.

主要方法:

  • Reseek代表了蛋白质的骨干,使用了大量的"超大字母"状态.
  • 基于序列对齐原则的算法.
  • 与 DALI,TMalign 和 Foldseek.seek 相比,性能表现非常出色.

主要成果:

  • 在检测远程同类中,Reseek表现出更高的灵敏度.
  • 实现速度与现有的最快方法,Foldseek.相提并论.
  • 在Reseek的E值是准确的,而在Foldseek的E值是低估的.
  • 分析了人工智能预测的蛋白质折叠的可扩展性.

结论:

  • 在蛋白质结构对齐方面,Reseek提供了显著的进步.
  • 提供比Foldseek更可靠的统计学意义评估.
  • 适用于分析大型和不断增长的蛋白质结构数据库.