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Related Concept Videos

Protein Networks02:26

Protein Networks

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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,...
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Protein-protein Interfaces02:04

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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...
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Protein Complexes with Interchangeable Parts01:57

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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.
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Genome-wide Protein-protein Interaction Screening by Protein-fragment Complementation Assay PCA in Living Cells
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Dynamic protein interaction network construction and applications.

Jianxin Wang1, Xiaoqing Peng, Wei Peng

  • 1School of Information Science and Engineering, Central South University, Changsha, P. R. China.

Proteomics
|December 17, 2013
PubMed
Summary
This summary is machine-generated.

Researchers are constructing dynamic protein interaction networks (DPINs) using multi-omics data to understand biological systems. This review covers DPIN construction, applications in disease biomarker discovery, and future research directions.

Keywords:
BioinformaticsBiomarkerDynamic protein interaction networksGene expressionNetwork medicineProtein complex

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Area of Science:

  • Systems Biology
  • Bioinformatics
  • Computational Biology

Background:

  • Research focus shifts from static to dynamic properties of protein-protein interaction networks.
  • Dynamic protein interaction networks (DPINs) are crucial for understanding biological processes.
  • Current technologies have limitations in detecting dynamic protein interactions.

Purpose of the Study:

  • To review methods for constructing DPINs.
  • To discuss applications of DPINs in various biological and medical fields.
  • To identify challenges and future directions in DPIN research.

Main Methods:

  • DPINs constructed using proteomic, genomic, and transcriptome data.
  • Classification of DPIN construction methods based on dynamic information extraction from gene expression data.
  • Methods focus on changes in protein presence over time or differences in coexpression under various conditions.

Main Results:

  • DPINs enable analysis of protein complexes, functional modules, and network organization.
  • DPINs aid in detecting biomarkers for disease progression and prognosis.
  • DPINs are applicable to network medicine approaches.

Conclusions:

  • DPINs offer a dynamic perspective on protein interactions, complementing static network analysis.
  • The review highlights the utility of DPINs in advancing biological understanding and clinical applications.
  • Addressing current challenges in DPIN construction is essential for future research and development.