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Overture: an open-source genomics data platform
Mitchell Shiell1, Rosi Bajari1, Dusan Andric1
1Ontario Institute for Cancer Research (OICR), Ontario, Canada, M5G 1M1.
Overture offers open-source software to build customizable genomics data platforms, addressing challenges in managing large datasets for AI and machine learning applications. This solution enhances data sharing and reuse, accelerating genomic research reproducibility.
Area of Science:
- Genomics
- Bioinformatics
- Computational Biology
Background:
- Next-generation sequencing generates petabyte-scale genomics datasets, posing significant organizational and distribution challenges.
- The increasing use of AI and machine learning in genomics highlights the need for findable, accessible, interoperable, and reusable (FAIR) data.
- Existing genomics data archives and repositories offer valuable resources, but the diversity of research necessitates flexible, bespoke data management solutions.
Purpose of the Study:
- To present Overture, an open-source software solution designed to bridge the gap in technical support for genomics data management and reuse.
- To provide researchers with tools to build and deploy customizable genomics data platforms tailored to their specific needs.
Main Methods:
- Overture utilizes a modular microservices architecture.
- Each microservice has a generalized, narrow responsibility, enabling the creation of comprehensive data management systems.
Main Results:
- Overture enables researchers to organize, share, and explore genomics data at any scale.
- The platform facilitates connecting data to both human and machine analysis, promoting reproducibility.
- It supports controlled data sharing and reuse, fostering new scientific insights.
Conclusions:
- Overture's freely available open-source tools accelerate the development of reliable genomic data management.
- The software offers a flexible and scalable solution for the research community.
- Overture is licensed under AGPLv3.0, with source code and documentation publicly accessible.
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