Related Experiment Video
Updated: Jun 7, 2026

11:13
Identification of Kinase-substrate Pairs Using High Throughput Screening
Published on: August 29, 2015
RegPhos: a system to explore the protein kinase-substrate phosphorylation network in humans
Tzong-Yi Lee1, Justin Bo-Kai Hsu, Wen-Chi Chang
1Department of Computer Science and Engineering, Yuan Ze University, Taoyuan 320, Taiwan.
Nucleic Acids Research
|November 2, 2010
Summary
This study integrates protein phosphorylation and interaction data to map human kinase-substrate networks. The RegPhos system predicts kinases and analyzes signaling pathways, revealing novel insights into cellular regulation.
Area of Science:
- Molecular Biology
- Systems Biology
- Bioinformatics
Background:
- Protein phosphorylation by kinases is vital for intracellular signal transduction.
- Mass spectrometry has identified numerous experimental phosphorylation sites, driving interest in kinase-substrate networks.
- Understanding these networks is crucial for deciphering cellular regulatory mechanisms.
Purpose of the Study:
- To develop a knowledgebase integrating experimental phosphorylation and protein-protein interaction data for human kinase-substrate networks.
- To incorporate a prediction tool for assigning potential kinases to phosphorylation sites.
- To create a web-based system (RegPhos) for exploring these networks and their association with subcellular localization and expression profiles.
Main Methods:
- Collected and integrated experimentally verified protein phosphorylation data (21,110 sites in 5092 proteins) with protein-protein interaction data.
- Utilized the KinasePhos tool to predict catalytic kinases for sites lacking annotation.
- Developed the RegPhos web-based system incorporating subcellular localization and time-coursed microarray expression data.
Main Results:
- Successfully constructed human protein kinase-substrate phosphorylation networks.
- Identified potential kinases for a significant portion of phosphorylation sites.
- The RegPhos system demonstrated its utility in exploring signaling pathways, including the insulin signaling network.
Conclusions:
- The integrated approach effectively maps protein phosphorylation networks.
- RegPhos provides a valuable tool for exploring kinase-substrate interactions and signaling pathways.
- The system identified known pathways and suggested novel cross-talk with the insulin signaling network.
Related Concept Videos
Protein Kinases and Phosphatases
Proteins undergo chemical modifications that trigger changes in the charge, structure, and conformation of the proteins. Phosphorylation, acetylation, glycosylation, nitrosylation, ubiquitination, lipidation, methylation, and proteolysis are various protein modifications that regulate protein activity. Such modifications are usually enzyme-driven.
Protein kinases
Many proteins in the cell are regulated by phosphorylation, the addition of a phosphate group. A family of enzymes called kinases...
Protein kinases
Many proteins in the cell are regulated by phosphorylation, the addition of a phosphate group. A family of enzymes called kinases...
Protein Kinases and Phosphatases
Proteins undergo chemical modifications that trigger changes in the charge, structure, and conformation of the proteins. Phosphorylation, acetylation, glycosylation, nitrosylation, ubiquitination, lipidation, methylation, and proteolysis are various protein modifications that regulate protein activity. Such modifications are usually enzyme-driven.
Protein kinases
Many proteins in the cell are regulated by phosphorylation, the addition of a phosphate group. A family of enzymes called kinases...
Protein kinases
Many proteins in the cell are regulated by phosphorylation, the addition of a phosphate group. A family of enzymes called kinases...
Protein Networks
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,...
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,...
Protein Networks
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,...
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,...
PI3K/mTOR/AKT Signaling Pathway
The mammalian target of rapamycin (mTOR) is a serine/threonine kinase that regulates growth, proliferation, and cell survival in response to hormones, growth factors, or nutrient availability. This kinase exists in two structurally and functionally distinct forms: mTOR complex 1 (mTORC1) and mTOR complex 2 (mTORC2). The first form (mTORC1) is composed of a rapamycin-sensitive Raptor and proline-rich Akt substrate, PRAS40. In contrast, mTORC2 consists of a rapamycin-insensitive companion...
cAMP-dependent Protein Kinase Pathways
Cyclic Adenosine Monophosphate (cAMP) is an essential second messenger that activates protein kinase A (PKA) and regulates various biological processes. A single epinephrine molecule binds to GPCR and activates several heterotrimeric G proteins, each stimulating multiple adenylyl cyclase, amplifying the signal, and synthesizing large numbers of cAMP molecules. Small changes in cAMP concentration affect PKA activity. The binding of four cAMP molecules induces a conformational change in PKA,...
