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用于生物分子模拟数据交换的信息学基础设施的开发:架构、数据模型与本体

Development of an informatics infrastructure for data exchange of biomolecular simulations: Architecture, data models and ontology.

作者信息

Thibault J C, Roe D R, Eilbeck K, Cheatham T E, Facelli J C

机构信息

a Department of Biomedical Informatics , University of Utah , Salt Lake City , Utah , USA.

b Department of Medicinal Chemistry , University of Utah , Salt Lake City , Utah , USA.

出版信息

SAR QSAR Environ Res. 2015;26(7-9):577-93. doi: 10.1080/1062936X.2015.1076515. Epub 2015 Sep 21.

Abstract

Biomolecular simulations aim to simulate structure, dynamics, interactions, and energetics of complex biomolecular systems. With the recent advances in hardware, it is now possible to use more complex and accurate models, but also reach time scales that are biologically significant. Molecular simulations have become a standard tool for toxicology and pharmacology research, but organizing and sharing data - both within the same organization and among different ones - remains a substantial challenge. In this paper we review our recent work leading to the development of a comprehensive informatics infrastructure to facilitate the organization and exchange of biomolecular simulations data. Our efforts include the design of data models and dictionary tools that allow the standardization of the metadata used to describe the biomedical simulations, the development of a thesaurus and ontology for computational reasoning when searching for biomolecular simulations in distributed environments, and the development of systems based on these models to manage and share the data at a large scale (iBIOMES), and within smaller groups of researchers at laboratory scale (iBIOMES Lite), that take advantage of the standardization of the meta data used to describe biomolecular simulations.

摘要

生物分子模拟旨在模拟复杂生物分子系统的结构、动力学、相互作用和能量学。随着硬件技术的最新进展,现在不仅可以使用更复杂、更精确的模型,还能够达到具有生物学意义的时间尺度。分子模拟已成为毒理学和药理学研究的标准工具,但无论是在同一组织内部还是在不同组织之间,组织和共享数据仍然是一项重大挑战。在本文中,我们回顾了我们最近的工作,这些工作促成了一个全面的信息学基础设施的开发,以促进生物分子模拟数据的组织和交换。我们的工作包括设计数据模型和词典工具,以实现用于描述生物医学模拟的元数据的标准化;开发词库和本体,以便在分布式环境中搜索生物分子模拟时进行计算推理;以及基于这些模型开发系统,以便在大规模(iBIOMES)和实验室规模的较小研究团队(iBIOMES Lite)内管理和共享数据,这些系统利用了用于描述生物分子模拟的元数据的标准化。

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