DSSGNN-PPI: A Protein-Protein Interactions prediction model based on Double Structure and Sequence graph neural networks.
Fan ZhangSheng ChangBinjie WangXinhong ZhangPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- protein protein interactions
- protein interaction
- multiple sequence alignments
- protein function prediction
- predicting protein
- computational methods
- drug design
- wet lab
- structural properties
- network topology
- biological processes
- protein interaction networks
- functional modules
- high throughput
- gene ontology
- predicting protein protein interactions
- protein function
- biomedical literature
- interacting proteins
- genomic data
- high precision
- sequence similarity
- protein protein
- biological data
- network analysis
- graph theory
- protein complexes
- network structure
- computational approaches
- essential proteins
- systems biology
- ppi networks
- random walk
- spanning tree
- data acquisition
- protein interaction data
- high speed
- protein protein interaction networks
- data model
- data mining