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聚糖、病原体和疾病资源的集成和可推理 RDF 数据库的开发。

Development of an integrated and inferenceable RDF database of glycan, pathogen and disease resources.

机构信息

Faculty of Science and Engineering, Soka University, 1-236 Tangi-machi, Hachioji City, Tokyo, 192-8577, Japan.

Glycan and Life Systems Integration Center (GaLSIC), Soka University, 1-236 Tangi-machi, Hachioji City, Tokyo, 192-8577, Japan.

出版信息

Sci Data. 2023 Sep 6;10(1):582. doi: 10.1038/s41597-023-02442-2.

Abstract

Glycans are known to play extremely important roles in infections by viruses and pathogens. In fact, the SARS-CoV-2 virus has been shown to have evolved due to a single change in glycosylation. However, data resources on glycans, pathogens and diseases are not well organized. To accurately obtain such information from these various resources, we have constructed a foundation for discovering glycan and virus interaction data using Semantic Web technologies to be able to semantically integrate such heterogeneous data. Here, we created an ontology to encapsulate the semantics of virus-glycan interactions, and used Resource Description Framework (RDF) to represent the data we obtained from non-RDF related databases and data associated with literature. These databases include PubChem, SugarBind, and PSICQUIC, which made it possible to refer to other RDF resources such as UniProt and GlyTouCan. We made these data publicly available as open data and provided a service that allows anyone to freely perform searches using SPARQL. In addition, the RDF resources created in this study are available at the GlyCosmos Portal.

摘要

聚糖在病毒和病原体感染中起着极其重要的作用。事实上,已经表明 SARS-CoV-2 病毒由于糖基化的单一变化而进化。然而,关于聚糖、病原体和疾病的数据资源组织得不是很好。为了能够从这些各种资源中准确地获取此类信息,我们使用语义 Web 技术构建了一个发现聚糖和病毒相互作用数据的基础,以便能够对这些异构数据进行语义集成。在这里,我们创建了一个本体来封装病毒-聚糖相互作用的语义,并使用资源描述框架 (RDF) 表示我们从非 RDF 相关数据库和与文献相关的数据中获得的数据。这些数据库包括 PubChem、SugarBind 和 PSICQUIC,这使得可以引用 UniProt 和 GlyTouCan 等其他 RDF 资源。我们将这些数据作为开放数据公开,并提供了一项服务,允许任何人使用 SPARQL 自由执行搜索。此外,本研究中创建的 RDF 资源可在 GlyCosmos 门户中获得。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ccd8/10482848/78f10324c9e7/41597_2023_2442_Fig1_HTML.jpg

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