DatabaseBioinformaticsPeer-reviewed journal article
GEOMetaCuration: A web-based application for accurate manual curation of Gene Expression Omnibus metadata
Abstract
Metadata curation has become increasingly important for biological discovery and biomedical research because a large amount of heterogeneous biological data is currently freely available. To facilitate efficient metadata curation, we developed an easy-to-use web-based curation application, GEOMetaCuration, for curating the metadata of Gene Expression Omnibus datasets. It can eliminate mechanical operations that consume precious curation time and can help coordinate curation efforts among multiple curators. It improves the curation process by introducing various features that are critical to metadata curation, such as a back-end curation management system and a curator-friendly front-end. The application is based on a commonly used web development framework of Python/Django and is open-sourced under the GNU General Public License V3. GEOMetaCuration is expected to benefit the biocuration community and to contribute to computational generation of biological insights using large-scale biological data. An example use case can be found at the demo website: http://geometacuration.yubiolab.org. Source code URL: https://bitbucket.com/yubiolab/GEOMetaCuration
- Citations
- 18
- FWCI
- 3.62
- Field percentile
- top 6%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Biochat: a database for natural language processing of Gene Expression Omnibus data
Bohdan B. Khomtchouk, Vsevolod Dyomkin, … Or Gozani·bioRxiv·Nov 27, 2018
- PEPhub: a database, web interface, and API for editing, sharing, and validating biological sample metadata
Nathan J. LeRoy, Oleksandr Khoroshevskyi, … Nathan C. Sheffield·GigaSciencePeer-reviewed·Jan 1, 2024
- Automating scientific annotations for open transcriptomic profiles via multi-stage agents
X C Zhang, Shreya Paithankar, … Bin Chen·bioRxiv·Aug 20, 2026
- MetaMiner: Streamlined GUI Tool for Retrieving, Normalizing and Exploring Metadata
Jaykumar Kiritkumar Patel, Ravikrishnan Elangovan·bioRxiv·Aug 20, 2025
- Discovery of perturbation gene targets via free text metadata mining in Gene Expression Omnibus
Djordje Djordjevic, Joshua Y. S. Tang, … Joshua W. K. Ho·Computational Biology and ChemistryPeer-reviewed·Mar 24, 2019
- GEOAgent: An AI-driven Autonomous Framework for Intelligent GEO Data Retrieval and Standardized Preprocessing
Yingying Zhao, Quanyou Cai, … Jiekai Chen·bioRxiv·Jun 10, 2026