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Predicting Protein–protein Association Rates using Coarse-grained Simulation and Machine Learning

Protein–protein interactions dominate all major biological processes in living cells. We have developed a new Monte Carlo-based simulation algorithm to study the kinetic process of protein association. We tested our method on a previously used large benchmark set of 49 protein complexes. The predict...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Xie, Zhong-Ru, Chen, Jiawen, Wu, Yinghao
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group 2017
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5394550/
https://ncbi.nlm.nih.gov/pubmed/28418043
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/srep46622
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