Toward an ontology-based framework for clinical research databases

被引:21
|
作者
Kong, Y. Megan
Dahlke, Carl [2 ]
Xiang, Qun
Qian, Yu
Karp, David [3 ]
Scheuermann, Richard H. [1 ]
机构
[1] Univ Texas SW Med Ctr Dallas, Dept Pathol, Div Biomed Informat, Div Translat Pathol, Dallas, TX 75390 USA
[2] Northrop Grumman Inc, Hlth Informat Syst, Rockville, MD USA
[3] Univ Texas SW Med Ctr Dallas, Div Rheumatol, Dallas, TX 75390 USA
关键词
Ontology; Clinical trials; Biomaterial transformation; Assay; Data transformation; Conceptual model; BIOMEDICAL DATA; PROJECT; DOMAIN;
D O I
10.1016/j.jbi.2010.05.001
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Clinical research includes a wide range of study designs from focused observational studies to complex interventional studies with multiple study arms, treatment and assessment events, and specimen procurement procedures. Participant characteristics from case report forms need to be integrated with molecular characteristics from mechanistic experiments on procured specimens. In order to capture and manage this diverse array of data, we have developed the Ontology-Based eXtensible data model (OBX) to serve as a framework for clinical research data in the Immunology Database and Analysis Portal (ImmPort). By designing OBX around the logical structure of the Basic Formal Ontology (BFO) and the Ontology for Biomedical Investigations (OBI), we have found that a relatively simple conceptual model can represent the relatively complex domain of clinical research. In addition, the common framework provided by BFO makes it straightforward to develop data dictionaries based on reference and application ontologies from the OBO Foundry. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:48 / 58
页数:11
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