Predicting lncRNA-protein interactions with bipartite graph embedding and deep graph neural networks

Predicting lncRNA-protein interactions with bipartite graph embedding and deep graph neural networks

Background: Long non-coding RNAs (lncRNAs) play crucial roles in numerous biological processes. Investigation of the lncRNA-protein interaction contributes to discovering the undetected molecular functions of lncRNAs. In recent years, increasingly computational approaches have substituted the tradit...

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Bibliographic Details
Main Authors: Yuzhou Ma, Han Zhang, Chen Jin, Chuanze Kang
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-02-01
Series:Frontiers in Genetics
Subjects:
lncRNA-protein interaction
graph neural network
bipartite graph embedding
heterogeneous graph
link prediction
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2023.1136672/full

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https://www.frontiersin.org/articles/10.3389/fgene.2023.1136672/full

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