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相关概念视频

Protein-protein Interfaces02:04

Protein-protein Interfaces

12.5K
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...
12.5K
Protein Networks02:26

Protein Networks

4.0K
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,...
4.0K
Conserved Binding Sites01:49

Conserved Binding Sites

4.2K
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...
4.2K
Cell Adhesion Molecules - Types and Functions01:20

Cell Adhesion Molecules - Types and Functions

6.8K
Cell adhesion molecules (CAMs) are pivotal to multicellularity and the coordinated functioning of tissues and organ systems. They enable physical interactions between cells and provide mechanical strength to tissues. They also function as receptors for signal transmission across the plasma membrane. The CAMs are broadly classified into four families - integrins, cadherins, selectins, and immunoglobulin-like CAMs (IgCAMs).
CAM Families
The Integrin family of proteins is primarily  involved...
6.8K
Ligand Binding Sites02:40

Ligand Binding Sites

12.9K
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...
12.9K
Overview of Cell-Matrix Interactions01:24

Overview of Cell-Matrix Interactions

7.3K
The extracellular matrix or ECM holds cells together to form a tissue and allows the cells within the tissue to communicate. ECM comprises proteins such as fibronectin, collagen, laminin, etc. The most abundant protein in this space is collagen. Collagen fibers are interwoven with carbohydrate-containing protein molecules called proteoglycans. ECM allows cell migration and provides a structural scaffold at cell adhesion that anchors the cell when the extracellular matrix proteins interact with...
7.3K

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相关实验视频

Updated: Jul 15, 2025

In-vivo Detection of Protein-protein Interactions on Micro-patterned Surfaces
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In-vivo Detection of Protein-protein Interactions on Micro-patterned Surfaces

Published on: March 19, 2010

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通过机器学习预测细胞表面蛋白之间的相互作用.

Zhaoqian Su1, Brian Griffin2, Scott Emmons2

  • 1Department of Systems and Computational Biology, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY, 10461.

bioRxiv : the preprint server for biology
|September 25, 2023
PubMed
概括

本研究引入了一个计算框架来预测细胞表面蛋白相互作用,重点是免疫球蛋白 (Ig) 域. 机器学习模型的准确度超过70%,有助于发现新的蛋白质-蛋白质相互作用 (PPI).

科学领域:

  • 计算生物学和生物信息学
  • 分子和细胞生物学分子和细胞生物学.
  • 在蛋白质科学中的机器学习

背景情况:

  • 细胞表面蛋白通过复杂的相互作用网络调解关键的细胞功能.
  • 这些蛋白质与蛋白质相互作用 (PPI) 的动态性质给传统的实验方法带来了挑战.
  • 免疫球蛋白 (Ig) 折叠是细胞表面蛋白中最丰富的域家族,调解着各种相互作用.

结论:

  • 开发的计算平台为发现新的细胞表面蛋白相互作用提供了有价值的工具,补充了实验技术.
  • 机器学习框架可以适应研究其他蛋白质域超级家族内的相互作用.
  • 这种方法提高了我们对细胞通信和环境感知机制的理解.

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Avidity-based Extracellular Interaction Screening AVEXIS for the Scalable Detection of Low-affinity Extracellular Receptor-Ligand Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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In-vivo Detection of Protein-protein Interactions on Micro-patterned Surfaces

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