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Improving gene expression data interpretation by finding latent factors that co-regulate gene modules with clinical factors

BACKGROUND: In the analysis of high-throughput data with a clinical outcome, researchers mostly focus on genes/proteins that show first-order relations with the clinical outcome. While this approach yields biomarkers and biological mechanisms that are easily interpretable, it may miss information th...

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Detalles Bibliográficos
Autores principales: Yu, Tianwei, Bai, Yun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3282832/
https://www.ncbi.nlm.nih.gov/pubmed/22087761
http://dx.doi.org/10.1186/1471-2164-12-563