Title :
Semantic characterization of hypertrophic cardiomyopathy disease
Author :
Machado, Catia M. ; Couto, Francisco ; Fernandes, Alexandra R. ; Santos, Susana ; Cardim, Nuno ; Freitas, Ana T.
Author_Institution :
Dept. de Inf., Univ. de Lisboa, Lisbon, Portugal
Abstract :
The application of a translational medicine approach to the study of diseases enables personalized clinical diagnosis and prognosis. Hypertrophic cardiomyopathy (HCM) is a disease that can benefit from such an approach, since it combines a variable clinical presentation with a genetic heterogeneity denoted by 640 known mutations, in more than 20 genes. This is a relatively common genetic myocardial disorder and the most frequent cause of sudden cardiac death in young people and athletes. This article presents a novel semantic model representing the integration of phenotype and genotype data, mandatory for the characterization of HCM. The model, developed in OWL Lite, comprises three connected modules: HCM Clinical Evaluation, Genotype Analysis and Medical Classifications. The RDF/XML representation of each module is available at https://sites.google.com/site/ hcmsemanticmodel/home-1. The lexicon of the model was based on controlled vocabularies, namely SNOMED CT, NCI Thesaurus and OCRe, with a total of 78% linked concepts. The model will provide the basic framework for a biomedical system that will improve the diagnosis and prognosis of HCM. This improvement will be accomplished through the utilization of data mining techniques that will identify associations between the presence of certain mutations and the resulting physical traits.
Keywords :
cardiology; data mining; diseases; medical diagnostic computing; muscle; semantic Web; NCI Thesaurus; OCRe; RDF/XML representation; SNOMED CT; clinical diagnosis; data mining; genetic heterogeneity; genetic myocardial disorder; genotype data; hypertrophic cardiomyopathy disease; phenotype data; prognosis; semantic Web; semantic characterization; translational medicine; Domain knowledge representation; Hypertrophic Cardiomyopathy; Semantic Modeling; Semantic Web; Translational Medicine;
Conference_Titel :
Bioinformatics and Biomedicine Workshops (BIBMW), 2010 IEEE International Conference on
Conference_Location :
Hong, Kong
Print_ISBN :
978-1-4244-8303-7
Electronic_ISBN :
978-1-4244-8304-4
DOI :
10.1109/BIBMW.2010.5703841