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相关概念视频

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...
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Insertion of Multi-pass Transmembrane Proteins in the RER01:29

Insertion of Multi-pass Transmembrane Proteins in the RER

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The rough ER membrane synthesizes, assembles, and embeds transmembrane proteins in diverse topologies. These proteins function as transporters or channels and can remain in the ER membrane or are sent to the Golgi complex, lysosome, and cell membrane.
The multipass transmembrane proteins are the type IV integral membrane proteins with multiple topogenic sequences determining their spatial arrangement in the ER membrane. Nearly all multipass proteins lack a cleavable signal sequence and use...
17.9K
Protein Diffusion in the Membrane01:24

Protein Diffusion in the Membrane

5.5K
Proteins show rotational as well as lateral diffusion across the membrane. The lateral diffusion of proteins was confirmed through the cell fusion experiment where mouse and human cells were fused, resulting in hybrid cells. When the human and mouse cells fused, the specific membrane proteins on human and mouse cells were marked with the red and green-fluorescent markers, respectively. Initially, the red and green fluorescence was located on the respective hemisphere of the cell. As time...
5.5K
Mechanical Protein Functions01:58

Mechanical Protein Functions

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Proteins perform many mechanical functions in a cell. These proteins can be classified into two general categories- proteins that generate mechanical forces and proteins that are subjected to mechanical forces. Proteins providing mechanical support to the structure of the cell, such as keratin, are subjected to mechanical force, whereas proteins involved in cell movement and transport of molecules across cell membranes, such as an ion pump, are examples of generating mechanical force. 
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Multi-pass Transmembrane Proteins and β-barrels01:09

Multi-pass Transmembrane Proteins and β-barrels

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In multi-pass transmembrane proteins, the polypeptide chain crosses the membrane more than once. The transmembrane polypeptide chain either forms an α-helix or β-strand structure. α-Helix containing multi-pass transmembrane proteins are ubiquitous, whereas β-strand containing ones are mainly found in gram-negative bacteria, mitochondria, and chloroplasts.
α-Helix containing multi-pass transmembrane proteins
Multi-pass transmembrane proteins such as...
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Proteins: From Genes to Degradation02:11

Proteins: From Genes to Degradation

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Within a biological system, the DNA encodes the RNA, and the nucleotide sequence in the RNA further defines the amino acid sequence in the protein. This is referred to as “The Central Dogma of Molecular Biology” - a term coined by Francis Crick.  Central dogma is a firm principle in biology that defines the flow of genetic information within any life form. The two fundamental steps in central dogma are - transcription and translation.
Transcription is the synthesis of RNA...
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相关实验视频

Updated: Jan 17, 2026

Structure-Based Simulation and Sampling of Transcription Factor Protein Movements along DNA from Atomic-Scale Stepping to Coarse-Grained Diffusion
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Structure-Based Simulation and Sampling of Transcription Factor Protein Movements along DNA from Atomic-Scale Stepping to Coarse-Grained Diffusion

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使用多式扩散变压器生成功能性和多态蛋白质.

Bowen Jing1, Anna Sappington1,2, Mihir Bafna1

  • 1Massachusetts Institute of Technology.

bioRxiv : the preprint server for biology
|September 15, 2025
PubMed
概括
此摘要是机器生成的。

研究人员开发了一种新的蛋白质设计工具ProDiT. 这种多式扩散模型通过统一序列和结构来产生多样化,功能性蛋白质,解决生物工程中的一个关键挑战.

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科学领域:

  • 生物化学 生物化学
  • 计算生物学 计算生物学
  • 蛋白质工程是指蛋白质工程.

背景情况:

  • 设计具有自然复杂性的功能性蛋白质仍然是一个重大挑战.
  • 现有的生成模型在创造具有特定功能属性的蛋白质方面存在局限性.

研究的目的:

  • 推出ProDiT,一个用于大规模功能性蛋白质设计的多式传播模型.
  • 为增强蛋白质生成统一序列和结构建模.
  • 能够设计具有多个功能状态和特定效应因子反应的蛋白质.

主要方法:

  • ProDiT在21400万个蛋白质的数据集上进行了训练,其中包括序列,3D结构和注释.
  • 该模型采用多模式扩散方法,集成序列和结构信息.
  • 开发了一个扩散采样协议,以设计具有多个功能状态的蛋白质.

主要成果:

  • ProDiT产生多种多样的新型蛋白质,保留了必不可少的活性和结合部位模式.
  • 该模型可以根据广泛的分子功能进行条件化,涵盖465个基因本体学术语.
  • 酶活性位点被效应器成功地支架和全性失活,证明了多状态设计能力.

结论:

  • ProDiT代表了蛋白质设计的重大进步,能够在规模上产生功能性蛋白质.
  • 该模型解决了以前其他生成方法无法访问的设计规格.
  • ProDiT扩展了蛋白质设计工具包的功能,用于未来的研究和应用.