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Biomarkers associated with metastasis of lung cancer to brain predict patient survival.
Nasser, Sara; Ranade, Aarati R; Sridhar, Shravan; Haney, Lisa; Korn, Ronald L; Gotway, Michael B; Weiss, Glen J; Kim, Seungchan.
Afiliação
  • Nasser S; Computational Biology Division, Translational Genomics Research Institute, Phoenix, AZ 85004, USA. snasser@tgen.org
Int J Data Min Bioinform ; 5(3): 287-307, 2011.
Article em En | MEDLINE | ID: mdl-21805824
MicroRNAs influence cell physiology; alteration in miRNA regulation can be implicated in carcinogenesis and disease progression. Generally, one miRNA is predicted to regulate several hundred genes, and as a result, miRNAs could serve as a better classifier than gene expression. We combine validated miRNA expression values with imaging features to classify NSCLC brain mets from non-brain mets and identify possible biomarkers of brain mets. This research involves comprehensive miRNA expression profiling, evaluation of normalisation techniques and combination of miRNA with imaging features FDG-PET/CT and CT Scan. The biomarkers were validated on an independent data set to predict potential brain mets.
Assuntos
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Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Biomarcadores Tumorais / MicroRNAs / Neoplasias Pulmonares Idioma: En Ano de publicação: 2011 Tipo de documento: Article
Buscar no Google
Base de dados: MEDLINE Assunto principal: Neoplasias Encefálicas / Biomarcadores Tumorais / MicroRNAs / Neoplasias Pulmonares Idioma: En Ano de publicação: 2011 Tipo de documento: Article