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

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 whe...

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Veröffentlicht in:Oncotarget 2016-04, Vol.7 (16), p.22566-22578
Hauptverfasser: Koppers-Lalic, Danijela, Hackenberg, Michael, de Menezes, Renee, Misovic, Branislav, Wachalska, Magda, Geldof, Albert, Zini, Nicoletta, de Reijke, Theo, Wurdinger, Thomas, Vis, Andre, van Moorselaar, Jeroen, Pegtel, Michiel, Bijnsdorp, Irene
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container_end_page 22578
container_issue 16
container_start_page 22566
container_title Oncotarget
container_volume 7
creator Koppers-Lalic, Danijela
Hackenberg, Michael
de Menezes, Renee
Misovic, Branislav
Wachalska, Magda
Geldof, Albert
Zini, Nicoletta
de Reijke, Theo
Wurdinger, Thomas
Vis, Andre
van Moorselaar, Jeroen
Pegtel, Michiel
Bijnsdorp, Irene
description 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.
doi_str_mv 10.18632/oncotarget.8124
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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 &gt; 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). 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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). 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subjects Aged
Aged, 80 and over
Area Under Curve
Biomarkers, Tumor - genetics
Biomarkers, Tumor - urine
Extracellular Vesicles - genetics
High-Throughput Nucleotide Sequencing
Humans
Male
MicroRNAs - genetics
MicroRNAs - urine
Middle Aged
Prostatic Neoplasms - urine
Protein Isoforms - genetics
Research Paper
ROC Curve
Sensitivity and Specificity
title Non‑invasive prostate cancer detection by measuring miRNA variants (isomiRs) in urine extracellular vesicles
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