TY - JOUR
T1 - MicroRNA profiles of Barrett's esophagus and esophageal adenocarcinoma
T2 - Differences in glandular non-native epithelium
AU - Drahos, Jennifer
AU - Schwameis, Katrin
AU - Orzolek, Linda D.
AU - Hao, Haiping
AU - Birner, Peter
AU - Taylor, Phillip R.
AU - Pfeiffer, Ruth M.
AU - Schoppmann, Sebastian F.
AU - Cook, Michael B.
N1 - Publisher Copyright:
© 2015 AACR.
PY - 2016/3
Y1 - 2016/3
N2 - Background: The tissue specificity and robustness of miRNAs may aid risk prediction in individuals diagnosed with Barrett's esophagus. As an initial step, we assessed whether miRNAs can positively distinguish esophageal adenocarcinoma from the precursor metaplasia Barrett's esophagus. Methods: In a case-control study of 150 esophageal adenocarcinomas frequency matched to 148 Barrett's esophagus cases, we quantitated expression of 800 human miRNAs in formalin-fixed paraffin-embedded tissue RNA using Nano-String miRNA v2. We tested differences in detection by case group using the χ2 test and differences in expression using the Wilcoxon rank-sum test. Bonferroni-corrected statistical significance threshold was set at P < 6.25E-05. Sensitivity and specificity were assessed for the most significant miRNAs using 5-fold cross-validation. Results: We observed 46 distinct miRNAs significantly increased in esophageal adenocarcinoma compared with Barrett's esophagus, 35 of which remained when restricted to T1b and T2 malignancies. Three miRNAs (miR-663b, miR-421, and miR-502-5p) were detected in >80% esophageal adenocarcinoma, but <20% of Barrett's esophagus. Seven miRNAs (miR-4286, miR-630, miR-575, miR-494, miR-320e, miR-4488, and miR-4508) exhibited the most extreme differences in expression with >5-fold increases. Using 5-fold cross-validation, we repeated feature (miR) selection and case-control prediction and computed performance criteria. Each of the five folds selected the same top 10 miRNAs, which, together, provided 98% sensitivity and 95% specificity. Conclusion: This study provides evidence that tissue miRNA profiles can discriminate esophageal adenocarcinoma from Barrett's esophagus. This large analysis has identified miRNAs that merit further investigation in relation to pathogenesis and diagnosis of esophageal adenocarcinoma. Impact: These candidate miRNAs may provide a means for improved risk stratification and more cost-effective surveillance. Cancer Epidemiol Biomarkers Prev; 25(3); 429-37.
AB - Background: The tissue specificity and robustness of miRNAs may aid risk prediction in individuals diagnosed with Barrett's esophagus. As an initial step, we assessed whether miRNAs can positively distinguish esophageal adenocarcinoma from the precursor metaplasia Barrett's esophagus. Methods: In a case-control study of 150 esophageal adenocarcinomas frequency matched to 148 Barrett's esophagus cases, we quantitated expression of 800 human miRNAs in formalin-fixed paraffin-embedded tissue RNA using Nano-String miRNA v2. We tested differences in detection by case group using the χ2 test and differences in expression using the Wilcoxon rank-sum test. Bonferroni-corrected statistical significance threshold was set at P < 6.25E-05. Sensitivity and specificity were assessed for the most significant miRNAs using 5-fold cross-validation. Results: We observed 46 distinct miRNAs significantly increased in esophageal adenocarcinoma compared with Barrett's esophagus, 35 of which remained when restricted to T1b and T2 malignancies. Three miRNAs (miR-663b, miR-421, and miR-502-5p) were detected in >80% esophageal adenocarcinoma, but <20% of Barrett's esophagus. Seven miRNAs (miR-4286, miR-630, miR-575, miR-494, miR-320e, miR-4488, and miR-4508) exhibited the most extreme differences in expression with >5-fold increases. Using 5-fold cross-validation, we repeated feature (miR) selection and case-control prediction and computed performance criteria. Each of the five folds selected the same top 10 miRNAs, which, together, provided 98% sensitivity and 95% specificity. Conclusion: This study provides evidence that tissue miRNA profiles can discriminate esophageal adenocarcinoma from Barrett's esophagus. This large analysis has identified miRNAs that merit further investigation in relation to pathogenesis and diagnosis of esophageal adenocarcinoma. Impact: These candidate miRNAs may provide a means for improved risk stratification and more cost-effective surveillance. Cancer Epidemiol Biomarkers Prev; 25(3); 429-37.
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U2 - 10.1158/1055-9965.EPI-15-0161
DO - 10.1158/1055-9965.EPI-15-0161
M3 - Article
C2 - 26604271
AN - SCOPUS:84961241163
SN - 1055-9965
VL - 25
SP - 429
EP - 437
JO - Cancer Epidemiology Biomarkers and Prevention
JF - Cancer Epidemiology Biomarkers and Prevention
IS - 3
ER -