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Mapping Dysfunctional Protein-Protein Interactions in Disease
Published on: October 24, 2025
HAPPI: an online database of comprehensive human annotated and predicted protein interactions
Jake Yue Chen1, SudhaRani Mamidipalli, Tianxiao Huan
1School of Informatics, Indiana University - Purdue University, Indianapolis, IN, USA. jakechen@iupui.edu
BMC Genomics
|July 15, 2009
Summary
The Human Annotated and Predicted Protein Interaction (HAPPI) database integrates human protein-protein interaction data, offering a comprehensive resource for network biology. HAPPI provides quality measures and annotations for exploring protein interactions.
Area of Science:
- Bioinformatics
- Systems Biology
- Molecular Biology
Background:
- Human protein-protein interactions (PPIs) are crucial for understanding molecular signaling and biomolecule functions.
- Existing human PPI databases suffer from limited data coverage and variable quality.
- Integrating PPI data is essential for disease-specific network biology modeling.
Purpose of the Study:
- To develop a novel, web-based resource for human protein-protein interaction data.
- To integrate and standardize information from multiple public PPI databases.
- To provide quality measures for assessing the reliability of protein interactions.
Main Methods:
- Developed the Human Annotated and Predicted Protein Interaction (HAPPI) database.
- Integrated data from HPRD, BIND, MINT, STRING, and OPHID using database integration techniques.
- Employed a unified entity-relationship model and a scoring system for PPI reliability (1-5 star ranks).
Main Results:
- The HAPPI database contains 142,956 non-redundant human PPI pairs among 10,592 proteins (as of summer 2008).
- A subset of HAPPI (star ranks 3-5) demonstrates significantly higher average quality than other human PPI databases.
- The HAPPI web application offers interactive exploration with hyperlinked gene, pathway, and protein domain information.
Conclusions:
- HAPPI represents the most comprehensive public compilation of human protein interaction data.
- The database facilitates exploration of PPI data with quality assessments and annotations.
- HAPPI supports emerging network biology studies in translational bioinformatics.
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