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相关概念视频

Protein-protein Interfaces02:04

Protein-protein Interfaces

14.8K
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...
14.8K
Conserved Binding Sites01:49

Conserved Binding Sites

5.2K
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...
5.2K
Ligand Binding Sites02:40

Ligand Binding Sites

15.4K
Proteins are dynamic macromolecules that carry out a wide variety of essential processes; however, the activities of most proteins depend on their interactions with other molecules or ions, known as ligands.
Protein-ligand interactions are quite specific; even though numerous potential ligands surround a cellular protein at any given time, only a particular ligand can bind to that protein. Moreover, a ligand binds only to a dedicated area on the surface of the protein, known as the...
15.4K
Protein Networks02:26

Protein Networks

4.6K
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,...
4.6K
Ribosome Profiling02:24

Ribosome Profiling

4.2K
Ribosome profiling or ribo-sequencing is a deep sequencing technique that produces a snapshot of active translation in a cell. It selectively sequences the mRNAs protected by ribosomes to get an insight into a cell’s translation landscape at any given point in time.
Applications of ribosome profiling
Ribosome profiling has many applications, including in vivo monitoring of translation inside a particular organ or tissue type and quantifying new protein synthesis levels.
The technique...
4.2K

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相关实验视频

Updated: Feb 21, 2026

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions
10:52

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions

Published on: September 28, 2017

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一种基于NLP的新方法和算法,用于发现RNA结合蛋白 (RBP) 动机,背景,结合偏好和相互作用.

Shaimae I Elhajjajy1, Zhiping Weng2

  • 1University of Massachusetts Chan Medical School sielhajjajy@gmail.com.

RNA (New York, N.Y.)
|February 19, 2026
PubMed
概括

这项研究引入了一种新的计算管道,通过分析动机上下文来预测RNA结合蛋白 (RBP) 的结合特异性. 它确定了新的RBP相互作用及其调节功能.

科学领域:

  • 分子生物学分子生物学
  • 生物信息学是一种生物信息学.
  • 计算生物学 计算生物学

背景情况:

  • RNA结合蛋白 (RBPs) 调节mRNA处理,但它们的结合特异性和相互作用尚不清楚.
  • 预测RBP结合的现有计算方法缺乏可解释性,并且无法充分解决动机上下文和RBP-RBP相互作用.
  • 需要可解释的模型来理解影响RBP结合的环境因素.

研究的目的:

  • 开发一种新的,可解释的计算管道来预测RBP绑定特异性.
  • 描述RBP结合的动机和背景,并确定新的RBP-RBP相互作用及其调节作用.

主要方法:

  • 使用基于自然语言处理 (NLP) 的方法将RNA序列分解为k-mers和侧边区域.
  • RBP绑定预测是作为一个监督较弱的多个实例学习问题来制定的.
  • 为了预测可解释性,开发了一个确定性动机发现算法,并使用特征集成推断RBP-RBP相互作用.

主要成果:

  • 该管道成功地回顾了已知的RBP动机,验证了其预测能力.
  • 对HepG2细胞中的71个RBPs和K562细胞中的74个RBPs进行了结合动机和背景的特征化,有许多新发现.
  • 提出了新的合作和竞争性RBP-RBP交互伙伴,以及关于其监管功能的假设.
关键词:
在NLP中,我们使用了NLP.在RBP的相互作用.RNA结合蛋白质是RNA结合的蛋白质.

更多相关视频

Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins

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Novel RNA-Binding Proteins Isolation by the RaPID Methodology
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Novel RNA-Binding Proteins Isolation by the RaPID Methodology

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相关实验视频

Last Updated: Feb 21, 2026

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions
10:52

Sample Preparation for Mass Spectrometry-based Identification of RNA-binding Regions

Published on: September 28, 2017

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Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins
11:34

Exploring Sequence Space to Identify Binding Sites for Regulatory RNA-Binding Proteins

Published on: August 9, 2019

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Novel RNA-Binding Proteins Isolation by the RaPID Methodology
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Novel RNA-Binding Proteins Isolation by the RaPID Methodology

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结论:

  • 开发的框架提供了一个全面的方法来调查RBP约束性特异性决定因素.
  • 这些发现增强了对RBP结合模式,相互作用和监管功能的理解.
  • 这项工作为未来的RNA生物学和基因调控研究提供了宝贵的工具.