GEREDB
GEREDB provides a curated database of human gene expression regulation relationships to support analysis of regulatory mechanisms.
Key Features:
- Comprehensive Data Collection: Compiled from an extensive literature review of over 53,000 abstracts yielding more than 39,000 annotated Links that describe gene expression regulation relationships.
- Manual Curation and Contextual Annotation: Entries are manually curated and contextually annotated to capture regulatory relationships within specific biological processes.
- NCBI Gene Symbol Indexing: Records are indexed by official NCBI Gene symbols (e.g., CDC42).
- Integration with GEREA for Causal Analysis: Integrated with the GEREA tool to enable causal analysis of gene expression datasets and inference of potential regulatory mechanisms.
Scientific Applications:
- Systems-level Analysis of Regulatory Networks: Supports exploration of complex gene regulation networks and identification of key regulators across biological contexts.
- Causal Analysis of Gene Expression Data: Facilitates causal analysis of gene expression datasets via integration with GEREA.
- Hypothesis Generation: Provides a repository for generating hypotheses about gene function and regulatory mechanisms.
Methodology:
Methodology includes an extensive literature review (>53,000 abstracts), manual curation and contextual annotation producing >39,000 Links, and integration with the GEREA tool for causal analysis.
Topics
Details
- Tool Type:
- web application
- Added:
- 1/9/2020
- Last Updated:
- 12/3/2020
Operations
Publications
Huang T, Huang X, Shi B, Yao M. GEREDB: Gene expression regulation database curated by mining abstracts from literature. Journal of Bioinformatics and Computational Biology. 2019;17(04):1950024. doi:10.1142/s0219720019500240. PMID:31617460.
PMID: 31617460
Funding: - National Natural Science Foundation of China: 31402055
- College Students' Innovation and Entrepreneurship Training Program of Yangtze University: 2018057
- Yangtze Youth Talents Fund: 2015cqr12
- Yangtze Youth Fund: 2015cqn39