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Mapping biomedical concepts onto the human genome by mining literature on chromosomal aberrations

Identifieur interne : 001432 ( Main/Exploration ); précédent : 001431; suivant : 001433

Mapping biomedical concepts onto the human genome by mining literature on chromosomal aberrations

Auteurs : Steven Van Vooren [Belgique] ; Bernard Thienpont [Belgique] ; Björn Menten [Belgique] ; Frank Speleman [Belgique] ; Bart De Moor [Belgique] ; Joris Vermeesch [Belgique] ; Yves Moreau [Belgique]

Source :

RBID : PMC:1885641

Abstract

Biomedical literature provides a rich but unstructured source of associations between chromosomal regions and biomedical concepts. By mining MEDLINE abstracts, we annotate the human genome at the level of cytogenetic bands. Our method creates a set of chromosomal aberration maps that associate cytogenetic bands to biomedical concepts from a variety of controlled vocabularies, including disease, dysmorphology, anatomy, development and Gene Ontology branches. The association between a band (e.g. 4p16.3) and a concept (e.g. microcephaly) is assessed by the statistical overrepresentation of this concept in the abstracts relating to this band. Our method is validated using existing genome annotation resources and known chromosomal aberration maps and is further illustrated through a case study on heart disease. Our chromosomal aberration maps provide diagnostics support to clinical geneticists, aid cytogeneticists to interpret and report cytogenetic findings and support researchers interested in human gene function. The method is available as a web application, aBandApart, at http://www.esat.kuleuven.be/abandapart/.


Url:
DOI: 10.1093/nar/gkm054
PubMed: 17403693
PubMed Central: 1885641


Affiliations:


Links toward previous steps (curation, corpus...)


Le document en format XML

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