Combining deep graph convolutional networks and PRSA to enhance protein-protein interaction site prediction.
Zhouhan LiJing PengPublished in: SMC (2022)
Keyphrases
- protein protein interactions
- protein interaction
- protein interaction networks
- protein function prediction
- ppi networks
- functional modules
- predicting protein
- biological networks
- network analysis
- wet lab
- drug design
- computational methods
- network properties
- protein complexes
- high throughput
- protein function
- gene ontology
- network topology
- biomedical literature
- genomic data
- biological data
- biological processes
- graph theory
- complex networks
- systems biology
- network structure
- gene expression
- predicting protein protein interactions
- random walk
- protein protein interaction networks
- signaling pathways
- secondary structure
- protein interaction data
- multiple sequence alignments
- high precision
- social networks
- structural properties
- computational approaches
- minimum spanning tree
- clustering coefficient
- graph theoretic
- biological systems
- interaction networks
- community detection
- link prediction