Related Experiment Videos
PathBLAST: a tool for alignment of protein interaction networks.
Brian P Kelley1, Bingbing Yuan, Fran Lewitter
1Whitehead Institute for Biomedical Research, Cambridge, MA 02142, USA.
Nucleic Acids Research
|June 25, 2004
Summary
PathBLAST compares protein interaction networks across species to find conserved pathways. This tool aids in functional annotation and comparative genomics at the network level.
Area of Science:
- Bioinformatics
- Computational Biology
- Systems Biology
Background:
- Protein interaction networks are crucial for understanding cellular functions.
- Identifying conserved pathways across species aids in functional annotation and evolutionary studies.
- Existing tools primarily focus on sequence comparison, necessitating network-level comparative approaches.
Purpose of the Study:
- To introduce PathBLAST, a novel network alignment and search tool.
- To enable the comparison of protein interaction networks across different species.
- To facilitate the identification of evolutionarily conserved protein pathways and complexes.
Main Methods:
- PathBLAST employs a method searching for high-scoring alignments between protein interaction paths.
- It pairs proteins in one path with putative orthologs in the same order within another path.
- The tool uses a web-based query system for user-specified paths against target networks.
Main Results:
- PathBLAST effectively discriminates between true and false-positive interactions.
- It allows for functional annotation of protein interaction pathways based on cross-species network similarity.
- The tool provides ranked lists of matching paths and visualizations of their overlaps.
Conclusions:
- PathBLAST advances comparative genomics by enabling network-level comparisons.
- It serves as a valuable tool for discovering conserved biological pathways and complexes.
- The availability of PathBLAST as a web-based query enhances its accessibility for researchers.