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The Pre-Eclampsia Ontology: A Disease Ontology Representing the Domain Knowledge Specific to Pre-Eclampsia

机译:先兆子痫本体论:一种疾病本体,代表了先兆子痫特有的领域知识

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摘要

Pre-eclampsia (PE) is a clinical syndrome characterized by new-onset hypertension and proteinuria at ≥20 weeks of gestation, and is a leading cause of maternal and perinatal morbidity and mortality. Previous studies have gathered abundant data about PE such as risk factors and pathological findings. However, most of these data are not semantically structured. Clinical data on PE patients are often generated with semantic heterogeneity such as using disparate terminology to describe the same phenomena. In clinical studies, interoperability of heterogenic clinical data is required in various situations. In such a situation, it is necessary to develop an interoperable and standardized semantic framework to research the pathology of PE more comprehensively and to achieve interoperability of heterogenic clinical data of PE patients. In this study, we developed an ontology representing clinical features, treatments, genetic factors, environmental factors, and other aspects of the current knowledge in the domain of PE. We call this pre-eclampsia ontology "PEO". To achieve interoperability with other ontologies, the core structure of PEO was compliant with the hierarchy of the Basic Formal Ontology (BFO). The PEO incorporates a wide range of key concepts and terms of PE from clinical and biomedical research in structuring the knowledge base that is specific to PE; therefore, PEO is expected to enhance PE-specific information retrieval and knowledge discovery in both clinical and biomedical research fields.
机译:子痫前期(PE)是一种临床综合征,其特征在于妊娠≥20周时出现新发性高血压和蛋白尿,并且是孕产妇和围产儿发病率和死亡率的主要原因。先前的研究已经收集了有关PE的大量数据,例如危险因素和病理结果。但是,大多数这些数据不是语义结构的。 PE患者的临床数据通常具有语义异质性,例如使用不同的术语来描述相同现象。在临床研究中,在各种情况下都需要异质临床数据的互操作性。在这种情况下,有必要建立一个可互操作和标准化的语义框架,以更全面地研究PE的病理,并实现PE患者异质临床数据的互操作性。在这项研究中,我们开发了一种本体论,代表临床特征,治疗,遗传因素,环境因素以及PE领域当前知识的其他方面。我们将此子痫前期本体称为“ PEO”。为了实现与其他本体的互操作性,PEO的核心结构符合基本形式本体(BFO)的层次结构。 PEO结合了临床和生物医学研究中广泛使用的PE的关键概念和术语,以构建PE专用的知识库;因此,PEO有望在临床和生物医学研究领域中增强针对PE的信息检索和知识发现。

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