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