Explicit representation of protein activity states significantly improves causal discovery of protein phosphorylation networks
Abstract Background Protein phosphorylation networks play an important role in cell signaling. In these networks, phosphorylation of a protein kinase usually leads to its activation, which in turn will phosphorylate its downstream target proteins. A phosphorylation network is essentially a causal ne...
Main Authors: | Jinling Liu, Xiaojun Ma, Gregory F. Cooper, Xinghua Lu |
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Format: | Article |
Language: | English |
Published: |
BMC
2020-09-01
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Series: | BMC Bioinformatics |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12859-020-03676-2 |
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