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

被引:113
作者
Koppers-Lalic, Danijela [1 ,2 ,3 ]
Hackenberg, Michael [4 ]
de Menezes, Renee [5 ]
Misovic, Branislav [6 ]
Wachalska, Magda [7 ]
Geldof, Albert [8 ]
Zini, Nicoletta [8 ,9 ]
de Reijke, Theo [10 ]
Wurdinger, Thomas [2 ,11 ,12 ]
Vis, Andre [7 ]
van Moorselaar, Jeroen [7 ]
Pegtel, Michiel [1 ]
Bijnsdorp, Irene [7 ]
机构
[1] Vrije Univ Amsterdam, Med Ctr, Dept Pathol, Amsterdam, Netherlands
[2] Vrije Univ Amsterdam, Med Ctr, Neurooncol Res Grp, Dept Neurosurg, Amsterdam, Netherlands
[3] Exbiome BV, NL-1016 PL Amsterdam, Netherlands
[4] Univ Granada, Dept Genet, Computat Genom & Bioinformat Grp, Granada, Spain
[5] Vrije Univ Amsterdam, Med Ctr, Dept Epidemiol & Biostat, Amsterdam, Netherlands
[6] Leiden Univ, Dept Human Genet, Med Ctr, NL-2300 RA Leiden, Netherlands
[7] Vrije Univ Amsterdam, Med Ctr, Dept Urol, Amsterdam, Netherlands
[8] IGM, CNR, Natl Res Council Italy, Bologna, Italy
[9] IOR IRCCS, SC Lab Musculoskeletal Cell Biol, Bologna, Italy
[10] Univ Amsterdam, Acad Med Ctr, Dept Urol, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[11] Massachusetts Gen Hosp, Dept Neurol, Charlestown, MA USA
[12] Harvard Univ, Sch Med, Charlestown, MA USA
关键词
liquid biopsy; isomiRs; miRNA; RNA sequencing; extracellular vesicles; DIGITAL RECTAL EXAMINATION; TRANSFER-RNA; MICRORNAS; EXOSOMES; ANTIGEN; BIOMARKERS; SEDIMENTS; PCA3; STABILIZATION; REPERTOIRE;
D O I
10.18632/oncotarget.8124
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
In many cancer types, the expression and function of similar to 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.
引用
收藏
页码:22566 / 22578
页数:13
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