Publication:
Non-invasive prostate cancer detection by measuring miRNA variants (isomiRs) in urine extracellular vesicles

Thumbnail Image

Open/View Files

Date

2016

Published Version

Journal Title

Journal ISSN

Volume Title

Publisher

Impact Journals LLC
The Harvard community has made this article openly available. Please share how this access benefits you.

Research Projects

Organizational Units

Journal Issue

Citation

Koppers-Lalic, D., M. Hackenberg, R. de Menezes, B. Misovic, M. Wachalska, A. Geldof, N. Zini, et al. 2016. “Non-invasive prostate cancer detection by measuring miRNA variants (isomiRs) in urine extracellular vesicles.” Oncotarget 7 (16): 22566-22578. doi:10.18632/oncotarget.8124. http://dx.doi.org/10.18632/oncotarget.8124.

Research Data

Abstract

In many cancer types, the expression and function of ∼22 nucleotide-long microRNAs (miRNA) is deregulated. Mature miRNAs can be stably detected in extracellular vesicles (EVs) in biofluids, therefore they are considered to have great potential as biomarkers. In the present study, we investigated whether miRNAs have a distinct expression pattern in urine-EVs of prostate cancer (PCa) patients compared to control males. By next generation sequencing, we determined the miRNA expression in a discovery cohort of 4 control men and 9 PCa patients. miRNAs were validated by using a stemloop RT-PCR in an independent cohort of 74 patients (26 control and 48 PCa-patients). Whereas standard mapping protocols identified > 10 PCa associated miRNAs in urinary EVs, miR-21, miR-375 and miR-204 failed to robustly discriminate for disease in a validation study with RT-PCR-detection of mature miRNA sequences. In contrast, we observed that miRNA isoforms (isomiRs) with 3′ end modifications were highly discriminatory between samples from control men and PCa patients. Highly differentially expressed isomiRs of miR-21, miR-204 and miR-375 were subsequently validated in an independent group of 74 patients. Receiver-operating characteristic analysis was performed to evaluate the diagnostic performance of three isomiRs, resulting in a 72.9% sensitivity with a high (88%) specificity and an area under the curve (AUC) of 0.866. In comparison, prostate specific antigen had an AUC of 0.707 and measuring the mature form of these miRNAs yielded a lower 70.8% sensitivity and 72% specificity (AUC 0.766). We propose that isomiRs may carry discriminatory information which is useful to generate stronger biomarkers.

Description

Keywords

liquid biopsy, isomiRs, miRNA, RNA sequencing, extracellular vesicles

Terms of Use

This article is made available under the terms and conditions applicable to Other Posted Material (LAA), as set forth at Terms of Service

Endorsement

Review

Supplemented By

Referenced By

Related Stories