An Atlas of human kinase regulation
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Published version
Author(s)
Type
Journal Article
Abstract
The coordinated regulation of protein kinases is a rapid mechanism that integrates diverse cues
and swiftly determines appropriate cellular responses. However, our understanding of cellular
decision-making has been limited by the small number of simultaneously monitored phospho-
regulatory events. Here, we have estimated changes in activity in 215 human kinases in 399 condi-
tions from a compilation of nearly 3 million phosphopeptide quantifications. This atlas identifies
commonly regulated kinases as those that are central in the signaling network and defines the logic
relationships between kinase pairs. Co-regulation along the conditions predicts kinase-complex
and kinase-substrate associations. Additionally, the kinase regulation profile acts as a molecular
fingerprint to identify related and opposing signaling states. Using this atlas, we identified essen-
tial mediators of stem cell differentiation, modulators of Salmonella infection and new targets of
AKT1. This provides a global view of human phosphorylation-based signaling and the necessary
context to better understand kinase driven decision-making.
and swiftly determines appropriate cellular responses. However, our understanding of cellular
decision-making has been limited by the small number of simultaneously monitored phospho-
regulatory events. Here, we have estimated changes in activity in 215 human kinases in 399 condi-
tions from a compilation of nearly 3 million phosphopeptide quantifications. This atlas identifies
commonly regulated kinases as those that are central in the signaling network and defines the logic
relationships between kinase pairs. Co-regulation along the conditions predicts kinase-complex
and kinase-substrate associations. Additionally, the kinase regulation profile acts as a molecular
fingerprint to identify related and opposing signaling states. Using this atlas, we identified essen-
tial mediators of stem cell differentiation, modulators of Salmonella infection and new targets of
AKT1. This provides a global view of human phosphorylation-based signaling and the necessary
context to better understand kinase driven decision-making.
Date Issued
2016-12-01
Date Acceptance
2016-10-20
Citation
Molecular Systems Biology, 2016, 12 (12)
ISSN
1744-4292
Publisher
Wiley
Journal / Book Title
Molecular Systems Biology
Volume
12
Issue
12
Copyright Statement
© 2016 The Authors. Published under the terms of the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/)
Subjects
Bioinformatics
0699 Other Biological Sciences
Publication Status
Published
Article Number
888