Article
A differential network approach to exploring differences between biological states: an application to prediabetes.
PloS one - 1 Jan 2011
Valcárcel Beatriz, Würtz Peter, Seich al Basatena Nafisa-Katrin, Tukiainen Taru, Kangas Antti J, Soininen Pasi, Järvelin Marjo-Riitta, Ala-Korpela Mika, Ebbels Timothy M, de Iorio Maria
Abstract excerpt
BACKGROUND: Variations in the pattern of molecular associations are observed during disease development. The comprehensive analysis of molecular association patterns and their changes in relation to different physiological conditions can yield insight into the biological basis of disease-specific phenotype variation. METHODOLOGY: Here, we introduce a formal statistical method for the differential analysis of...
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