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Alterations in Bronchial Airway miRNA Expression for Lung Cancer Detection.
Pavel, Ana B; Campbell, Joshua D; Liu, Gang; Elashoff, David; Dubinett, Steven; Smith, Kate; Whitney, Duncan; Lenburg, Marc E; Spira, Avrum.
Afiliación
  • Pavel AB; The Graduate Program in Bioinformatics, Boston University, Boston, Massachusetts. aspira@bu.edu mlenburg@bu.edu anapavel@bu.edu.
  • Campbell JD; Section of Computational Biomedicine, Boston University School of Medicine, Boston, Massachusetts.
  • Liu G; The Graduate Program in Bioinformatics, Boston University, Boston, Massachusetts.
  • Elashoff D; Section of Computational Biomedicine, Boston University School of Medicine, Boston, Massachusetts.
  • Dubinett S; Section of Computational Biomedicine, Boston University School of Medicine, Boston, Massachusetts.
  • Smith K; University of California Los Angeles, Los Angeles, California.
  • Whitney D; University of California Los Angeles, Los Angeles, California.
  • Lenburg ME; Veracyte, South San Francisco, California.
  • Spira A; Veracyte, South San Francisco, California.
Cancer Prev Res (Phila) ; 10(11): 651-659, 2017 Nov.
Article en En | MEDLINE | ID: mdl-28877936
ABSTRACT
We have previously shown that gene expression alterations in normal-appearing bronchial epithelial cells can serve as a lung cancer detection biomarker in smokers. Given that miRNAs regulate airway gene expression responses to smoking, we evaluated whether miRNA expression is also altered in the bronchial epithelium of smokers with lung cancer. Using epithelial brushings from the mainstem bronchus of patients undergoing bronchoscopy for suspected lung cancer (as part of the AEGIS-1/2 clinical trials), we profiled miRNA expression via small-RNA sequencing from 347 current and former smokers for which gene expression data were also available. Patients were followed for one year postbronchoscopy until a final diagnosis of lung cancer (n = 194) or benign disease (n = 153) was made. Following removal of 6 low-quality samples, we used 138 patients (AEGIS-1) as a discovery set to identify four miRNAs (miR-146a-5p, miR-324-5p, miR-223-3p, and miR-223-5p) that were downregulated in the bronchial airway of lung cancer patients (ANOVA P < 0.002, FDR < 0.2). The expression of these miRNAs is significantly more negatively correlated with the expression of their mRNA targets than with the expression of other nontarget genes (K-S P < 0.05). Furthermore, these mRNA targets are enriched among genes whose expression is elevated in cancer patients (GSEA FDR < 0.001). Finally, we found that the addition of miR-146a-5p to an existing mRNA biomarker for lung cancer significantly improves its performance (AUC) in the 203 samples (AEGIS-1/2) serving an independent test set (DeLong P < 0.05). Our findings suggest that there are miRNAs whose expression is altered in the cytologically normal bronchial epithelium of smokers with lung cancer, and that they may regulate cancer-associated gene expression differences. Cancer Prev Res; 10(11); 651-9. ©2017 AACR.
Asunto(s)

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Bronquios / Biomarcadores de Tumor / Regulación Neoplásica de la Expresión Génica / MicroARNs / Detección Precoz del Cáncer / Neoplasias Pulmonares Tipo de estudio: Clinical_trials / Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Idioma: En Revista: Cancer Prev Res (Phila) Asunto de la revista: NEOPLASIAS Año: 2017 Tipo del documento: Article

Texto completo: 1 Base de datos: MEDLINE Asunto principal: Bronquios / Biomarcadores de Tumor / Regulación Neoplásica de la Expresión Génica / MicroARNs / Detección Precoz del Cáncer / Neoplasias Pulmonares Tipo de estudio: Clinical_trials / Diagnostic_studies / Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies / Screening_studies Idioma: En Revista: Cancer Prev Res (Phila) Asunto de la revista: NEOPLASIAS Año: 2017 Tipo del documento: Article