Oncology: Prostate/Testis/Penis/Urethra
Expression of Small Noncoding RNAs in Urinary Exosomes
Classifies Prostate Cancer into Indolent and Aggressive Disease
Wei-Lin Winnie Wang, Igor Sorokin,* Ilija Aleksic, Hugh Fisher, Ronald P. Kaufman, Jr.,
Andrew Winer, Brian McNeill, Raavi Gupta, Derya Tilki, Neil Fleshner, Laurence Klotz,
A. Gregory DiRienzo and Martin Tenniswood†
From miR Scientific LLC (WLWW, AGD, MT), Rensselaer, New York, Division of Urology (IS, IA, HF, RPK), Department of Surgery, Albany Medical College, New York,
Department of Urology (AW, BM, RG), SUNY Downstate Medical Center, Brooklyn, New York, Martini Klinik (DT), University Hospital, Hamburg, Germany, Division of
Urology (NF), Princess Margaret Hospital, University Health Network, Toronto, Ontario, Canada, Division of Urology (LK), University of Toronto, Sunnybrook Health
Sciences Centre, Sunnybrook Medical Centre, Toronto, Ontario, Canada
Purpose: This is the first report of the development and performance of a plat-
form that interrogates small noncoding RNAs (sncRNA) isolated from urinary
exosomes. The SentinelÔ PCa Test classifies patients with prostate cancer from
subjects with no evidence of prostate cancer, the miR Sentinel CS Test stratifies
patients with prostate cancer between those with low risk prostate cancer (Grade
Group 1) from those with intermediate and high risk disease (Grade Group 2-5),
and the miR Sentinel HG Test stratifies patients with prostate cancer between
those with low and favorable intermediate risk prostate cancer (Grade Group 1
or 2) and those with high risk (Grade Group 3-5) disease.
Materials and Methods: sncRNAs were extracted from urinary exosomes of 235
participants and interrogated on miR 4.0 microarrays. Using proprietary selec-
tion and classification algorithms, informative sncRNAs were selected to
customize an interrogation OpenArrayÔ platform that forms the basis of the
tests. The tests were validated using a case-control sample of 1,436 subjects.
Results: The performance of the miR Sentinel PCa Test demonstrated a sensi-
tivity of 94% and specificity of 92%. The Sentinel CS Test demonstrated a
sensitivity of 93% and specificity of 90% for prediction of the presence of Grade
Group 2 or greater cancer, and the Sentinel HG Test demonstrated a sensitivity
of 94% and specificity of 96% for the prediction of the presence of Grade Group 3
or greater cancer.
Conclusions: The Sentinel PCa, CS and HG Tests demonstrated high levels of
sensitivity and specificity, highlighting the utility of interrogation of urinary
exosomal sncRNAs for noninvasively diagnosing and classifying prostate cancer
with high precision.
Key Words: prostatic neoplasms, exosomes, early detection of cancer,
diagnosis, RNA
PSA screening has been shown to
reduce prostate cancer mortality by
20% to 32%.
1,2
However, the benefit
of PSA as a screening test is limited
because of the high false-positive
rate of 65% to 75%
3
and the risk of
over diagnosis and overtreatment of
clinically insignificant cancer. Use
of PSA as a screening tool results in a
large number of negative biopsies,
patient anxiety, and financial and
personal cost.
4
MRI has recently
emerged as an initial alternative to
biopsy in men at risk for prostate
Abbreviations
and Acronyms
AMC [ Albany Medical Center
CS [ clinically significant
DMC [ Downstate Medical
Center
GG [ Grade Group
HG [ high grade
miRNA [ micro RNA
MRI [ magnetic resonance
imaging
NEPC [ no evidence of prostate
cancer
NPV [ negative predictive value
PCa [ prostate cancer
PPV [ positive predictive value
PSA [ prostate specific antigen
sncRNA [ small noncoding RNA
snoRNA [ small nucleolar RNA
Accepted for publication March 13, 2020.
No direct or indirect commercial, personal,
academic, political, religious or ethical incentive
is associated with publishing this article.
* Current Address: Department of Urology,
UMass Memorial Medical Center, 33 Kendall St.,
Worcester, Massachusetts 01605.
† Correspondence: miR Scientific LLC, Suite
202, 1 Discovery Drive, Rensselaer, New York
12144.
0022-5347/20/2043-0466/0
THE JOURNAL OF UROLOGY
®
Ó 2020 by AMERICAN UROLOGICAL ASSOCIATION EDUCATION AND RESEARCH,INC.
https://doi.org/10.1097/JU.0000000000001020
Vol. 204, 466-475, September 2020
Printed in U.S.A.
466 j www.auajournals.org/jurology
Copyright © 2020 American Urological Association Education and Research, Inc. Unauthorized reproduction of this article is prohibited.