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ODG: Omics database generator - a tool for generating, querying, and analyzing multi-omics comparative databases to
Joseph Guhlin1, Kevin A T Silverstein2, Peng Zhou3
1Department of Plant and Microbial Biology, 140 Gortner Laboratory, 1479 Gortner Avenue, University of Minnesota, St. Paul, MN, 55108, USA. guhli007@umn.edu.
The Omics Database Generator (ODG) creates integrated omics databases for comparative genomics. This tool facilitates data analysis and annotation, especially for understudied species, by linking diverse datasets.
Area of Science:
- Bioinformatics
- Genomics
- Computational Biology
Background:
- Omics data generation is rapidly increasing, leading to fragmented datasets.
- Lack of systemic integration hinders knowledge discovery and linking in-lab data to public resources.
- Relating new data to broader genomic contexts is crucial for maximizing data utility.
Purpose of the Study:
- To develop a tool for integrating diverse omics and experimental data.
- To enable comparative genomic analysis and multi-layered annotation.
- To provide a flexible platform for querying integrated biological datasets.
Main Methods:
- The Omics Database Generator (ODG) utilizes a graph database approach.
- It integrates published genomics data with experimental data.
- ODG imports annotations from external sources like Gene Ontology and InterProScan.
Main Results:
- ODG generates customized, comparative, multi-dimensional graph databases.
- It provides rapid annotation for predicted genes, especially in understudied species.
- The tool supports common genomic formats and offers web-based and command-line querying.
Conclusions:
- ODG is a user-friendly tool for generating and querying comparative genomic databases.
- It accelerates genomic annotation, benefiting research on non-model organisms.
- ODG supports complex multi-omics queries for well-studied species.
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