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相关概念视频

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...
14.0K
Conservation of Protein Domains02:26

Conservation of Protein Domains

3.9K
3.9K
Conserved Binding Sites01:49

Conserved Binding Sites

5.0K
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 Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

2.9K
Groups of proteins may form a complex where each protein in this complex has a different role in the overall execution of the complex’s function. Often some of the proteins in the complex can be replaced by a closely related variant to give a complex that contains many of the same components yet is functionally distinct.
The SCF ubiquitin ligase is a protein complex of five individual proteins. This complex attaches ubiquitin to other target proteins to mark them for degradation. In order...
2.9K
Protein Complexes with Interchangeable Parts01:57

Protein Complexes with Interchangeable Parts

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2.1K
Multi-species Conserved Sequences02:51

Multi-species Conserved Sequences

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Next-generation sequencing technologies have created large genomic databases of a variety of animals and plants. Ever since the human genome project was completed, scientists studied the genome of primates, mammals, and other phylogenetically distant living beings. Such large-scale  studies have provided new insights into the evolutionary relationship between organisms.
Although the genome of each species varies greatly from each other, a few sequences are highly conserved. Such conserved...
4.6K

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相关实验视频

Updated: Jan 11, 2026

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

Published on: July 25, 2013

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使用Caliby集成条件蛋白质序列设计.

Richard W Shuai1, Tianyu Lu2, Subhang Bhatti3

  • 1Biophysics Program, Stanford University.

bioRxiv : the preprint server for biology
|November 19, 2025
PubMed
概括

一种新的蛋白质设计方法Caliby通过对结构合集的调节来克服深度学习模型的局限性. 这种方法提高了复杂蛋白质结构的可设计性,扩大了蛋白质工程的范围.

科学领域:

  • 计算生物学是一种计算生物学.
  • 蛋白质工程是一种蛋白质工程.
  • 生物信息学是一种生物信息学.

背景情况:

  • 结构条件序列设计旨在创建具有特定折叠的蛋白质.
  • 当前的深度学习模型因培训目标的偏见而与非理想化的骨干作斗争.
  • 原生序列恢复可以引入非结构信号,限制概括性.

研究的目的:

  • 介绍Caliby,一种基于Potts模型的新型序列设计方法.
  • 为解决当前蛋白质设计模型对非理想化脊柱的局限性.
  • 为了提高蛋白质设计的准确性和范围.

主要方法:

  • 卡利比条件对由目标骨干生成的一组结构的序列设计.
  • 合奏调节平均取消对原生序列的偏见.
  • 一种Caliby的变体被训练在可溶性蛋白质上,用于特定的粘合剂设计任务.

主要成果:

  • 卡利比减少了原生序列恢复,同时提高了AlphaFold2的自我一致性.
  • 在原生和de novo骨架上表现优于最先进的模型 (ProteinMPNN,ChromaDesign).
  • 识别了以前无法指定的蛋白质结合剂,可以使用可溶性蛋白质训练变体来指定.

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

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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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Last Updated: Jan 11, 2026

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

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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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结论:

  • 卡利比扩大了新的设计空间,超越了理想化的骨干.
  • 集成条件设计有效地减轻了蛋白质序列生成中的偏差.
  • 突出了蛋白质设计现有过管道的局限性.