ArticleJournal of cheminformatics2014
Data model, dictionaries, and desiderata for biomolecular simulation data indexing and sharing.
Article in Journal of cheminformatics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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Who cites it
7 citing papers in PubMed.
- Initiatives, Concepts, and Implementation Practices of the Findable, Accessible, Interoperable, and Reusable Data Principles in Health Data Stewardship: Scoping Review.Journal of medical Internet research · 2023Article
- ProLint: a web-based framework for the automated data analysis and visualization of lipid-protein interactions.Nucleic acids research · 2021Article
- Challenges and opportunities in connecting simulations with experiments via molecular dynamics of cellular environments.Journal of physics. Conference series · 2018Article
- BIGNASim: a NoSQL database structure and analysis portal for nucleic acids simulation data.Nucleic acids research · 2016Article
- Many InChIs and quite some feat.Journal of computer-aided molecular design · 2015Article
- Development of an informatics infrastructure for data exchange of biomolecular simulations: Architecture, data models and ontology.SAR and QSAR in environmental research · 2015Review
- iBIOMES Lite: summarizing biomolecular simulation data in limited settings.Journal of chemical information and modeling · 2014Article
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundFew environments have been developed or deployed to widely share biomolecular simulation data or to enable collaborative networks to facilitate data exploration and reuse. As the amount and complexity of data generated by these simulations is dramatically increasing and the methods are being more widely applied, the need for new tools to manage and share this data has become obvious. In this paper we present the results of a process aimed at assessing the needs of the community for data representation standards to guide the implementation of future repositories for biomolecular simulations.
resultsWe introduce a list of common data elements, inspired by previous work, and updated according to feedback from the community collected through a survey and personal interviews. These data elements integrate the concepts for multiple types of computational methods, including quantum chemistry and molecular dynamics. The identified core data elements were organized into a logical model to guide the design of new databases and application programming interfaces. Finally a set of dictionaries was implemented to be used via SQL queries or locally via a Java API built upon the Apache Lucene text-search engine.
conclusionsThe model and its associated dictionaries provide a simple yet rich representation of the concepts related to biomolecular simulations, which should guide future developments of repositories and more complex terminologies and ontologies. The model still remains extensible through the decomposition of virtual experiments into tasks and parameter sets, and via the use of extended attributes. The benefits of a common logical model for biomolecular simulations was illustrated through various use cases, including data storage, indexing, and presentation. All the models and dictionaries introduced in this paper are available for download at http://ibiomes.chpc.utah.edu/mediawiki/index.php/Downloads.
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