1. A microRNA Signature Identifies Patients at Risk of Barrett Esophagus Progression to Dysplasia and Cancer.
- Author
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Saller, James, Jiang, Kun, Xiong, Yin, Yoder, Sean J., Neill, Kevin, Pimiento, Jose M., Pena, Luis, Corbett, F. Scott, Magliocco, Anthony, and Coppola, Domenico
- Subjects
BARRETT'S esophagus ,CANCER invasiveness ,MICRORNA ,PRINCIPAL components analysis ,ESOPHAGEAL cancer - Abstract
Background: Progression of Barrett esophagus (BE) to esophageal adenocarcinoma occurs among a minority of BE patients. To date, BE behavior cannot be predicted on the basis of histologic features. Aims: We compared BE samples that did not develop dysplasia or carcinoma upon follow-up of ≥ 7 years (BE nonprogressed [BEN]) with BE samples that developed carcinoma upon follow-up of 3 to 4 years (BE progressed [BEP]). Methods: The NanoString nCounter miRNA assay was used to profile 24 biopsy samples of BE, including 13 BENs and 11 BEPs. Fifteen samples were randomly selected for miRNA prediction model training; nine were randomly selected for miRNA validation. Results: Unpaired t tests with Welch's correction were performed on 800 measured miRNAs to identify the most differentially expressed miRNAs for cases of BEN and BEP. The top 12 miRNAs (P <.003) were selected for principal component analyses: miR-1278, miR-1301, miR-1304-5p, miR-517b-3p, miR-584-5p, miR-599, miR-103a-3p, miR-1197, miR-1256, miR-509–3-5p, miR-544b, miR-802. The 12-miRNA signature was first self-validated on the training dataset, resulting in 7 out of the 7 BEP samples being classified as BEP (100% sensitivity) and 7 out of the 8 BEN samples being classified as BEN (87.5% specificity). Upon validation, 4 out of the 4 BEP samples were classified as BEP (100% sensitivity) and 4 out of the 5 BEN samples were classified as BEN (80% specificity). Twenty-four samples were evaluated, and 22 cases were correctly classified. Overall accuracy was 91.67%. Conclusion: Using miRNA profiling, we have identified a 12-miRNA signature able to reliably differentiate cases of BEN from BEP. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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