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Published in: BMC Urology 1/2020

Open Access 01-12-2020 | Prostate Cancer | Research article

A urine-based Exosomal gene expression test stratifies risk of high-grade prostate Cancer in men with prior negative prostate biopsy undergoing repeat biopsy

Authors: James McKiernan, Mikkel Noerholm, Vasisht Tadigotla, Sonia Kumar, Phillipp Torkler, Grannum Sant, Jason Alter, Michael J. Donovan, Johan Skog

Published in: BMC Urology | Issue 1/2020

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Abstract

Background

Initial prostate biopsy often fails to identify prostate cancer resulting in patient anxiety, especially when clinical features such as prostate specific antigen (PSA) remain elevated, leading to the need for repeat biopsies. Prostate biomarker tests, such as the ExoDx™ Prostate (IntelliScore), or EPI test, have been shown to provide individualized risk assessment of clinically significant prostate cancer at initial biopsy; however, the performance in the repeat biopsy setting is not well established.

Methods

As part of a previous prospective clinical validation study evaluating the performance of the EPI test, we collected first-catch, non-DRE urine samples across 22 sites from men with at least one prior negative biopsy scheduled to undergo a repeat prostate biopsy to rule out prostate cancer. All men were 50 years or older with a PSA 2–10 ng/mL. Exosomal mRNA was extracted and expression of three genomic markers, PCA3, ERG and SPDEF was measured. The resulting EPI score was correlated with biopsy results.

Results

229 men with a prior negative biopsy underwent repeat biopsies. ExoDx Prostate demonstrated good performance ruling out high-grade (Grade group 2, GG2, or higher) prostate cancer (HGPCa) using the previously validated 15.6 cut point in the initial biopsy setting. The EPI test yielded an NPV of 92% independent of other clinical features and would have avoided 26% of unnecessary biopsies while missing only five patients with HGPCa (2.1%). Furthermore, the EPI test provided additional information at a cut-point of 20 and 29.6 with an NPV of 94%, potentially delaying 35 and 61% of unnecessary biopsies, respectively. AUC curves and Net Health Benefit Analyses demonstrated superior performance of ExoDx Prostate over PSA and clinical only risk calculators, i.e. ERSPC.

Conclusions

The EPI test provided good performance using the 15.6 cut-point for ruling out HGPCa / GG2 or higher in men undergoing a repeat prostate biopsy with a PSA of 2–10 ng/ml. Furthermore, the test utilizes gene expression data independent of clinical features to predict the likelihood of HGPCa / GG2 on a subsequent needle biopsy.
Literature
1.
go back to reference Miller KD, Nogueira L, Mariotto AB, et al. Cancer treatment and survivorship statistics, 2019. CA Cancer J Clin. 2019;69:363–85.CrossRef Miller KD, Nogueira L, Mariotto AB, et al. Cancer treatment and survivorship statistics, 2019. CA Cancer J Clin. 2019;69:363–85.CrossRef
2.
go back to reference Bjurlin MA, Wysock JS, Taneja SS. Optimization of prostate biopsy: review of technique and complications. Urol Clin North Am. 2014;41:299–313.CrossRef Bjurlin MA, Wysock JS, Taneja SS. Optimization of prostate biopsy: review of technique and complications. Urol Clin North Am. 2014;41:299–313.CrossRef
3.
go back to reference Lundstrom KJ, Drevin L, Carlsson S, Garmo H, Loeb S, Stattin P, et al. Nationwide population-based study of infections after transrectal ultrasound-guided prostate biopsy. J Urol. 2014;192:1116–22.CrossRef Lundstrom KJ, Drevin L, Carlsson S, Garmo H, Loeb S, Stattin P, et al. Nationwide population-based study of infections after transrectal ultrasound-guided prostate biopsy. J Urol. 2014;192:1116–22.CrossRef
4.
go back to reference Nam RK, Saskin R, Lee Y, Liu Y, Law C, Klotz LH, et al. Increasing hospital admission rates for urological complications after transrectal ultrasound-guided prostate biopsy. J Urol. 2010;183:963–8.CrossRef Nam RK, Saskin R, Lee Y, Liu Y, Law C, Klotz LH, et al. Increasing hospital admission rates for urological complications after transrectal ultrasound-guided prostate biopsy. J Urol. 2010;183:963–8.CrossRef
5.
go back to reference Bruyere F, Malavaud S, Bertrand P, Decock A, Cariou G, Doublet JD, et al. Prosbiotate: a multicenter, prospective analysis of infectious complications after prostate biopsy. J Urol. 2014;193:145–50.CrossRef Bruyere F, Malavaud S, Bertrand P, Decock A, Cariou G, Doublet JD, et al. Prosbiotate: a multicenter, prospective analysis of infectious complications after prostate biopsy. J Urol. 2014;193:145–50.CrossRef
6.
go back to reference Loeb S, Vellekoop A, Ahmed HU, Catto J, Emberton M, Nam R, et al. Systematic review of complications of prostate biopsy. Eur Urol. 2013;64:876–92..CrossRef Loeb S, Vellekoop A, Ahmed HU, Catto J, Emberton M, Nam R, et al. Systematic review of complications of prostate biopsy. Eur Urol. 2013;64:876–92..CrossRef
7.
go back to reference Abouassaly R, Thompson IM Jr, Platz EA, Klein EA. Epidemiology, etiology, and prevention of prostate cancer. In: WS MD, Wein A, Kavoussi L, Novick AC, Partin AW, Peters CA, et al., editors. Campbell-Walsh Urology. 10th ed. Philadelphia: Elsevier Saunders; 2012. Abouassaly R, Thompson IM Jr, Platz EA, Klein EA. Epidemiology, etiology, and prevention of prostate cancer. In: WS MD, Wein A, Kavoussi L, Novick AC, Partin AW, Peters CA, et al., editors. Campbell-Walsh Urology. 10th ed. Philadelphia: Elsevier Saunders; 2012.
8.
go back to reference Berman DM, Epstein JI. When is prostate cancer really cancer? Urol Clin North Am. 2014;41:339–46.CrossRef Berman DM, Epstein JI. When is prostate cancer really cancer? Urol Clin North Am. 2014;41:339–46.CrossRef
9.
go back to reference Klotz L. Active surveillance versus radical treatment for favorable-risk localized prostate cancer. Curr Treat Options in Oncol. 2006;7:355–62.CrossRef Klotz L. Active surveillance versus radical treatment for favorable-risk localized prostate cancer. Curr Treat Options in Oncol. 2006;7:355–62.CrossRef
10.
go back to reference Getzenberg RH, Partin AW. Prostate cancer tumor markers. In: Wein AJ, Kavoussi LR, Novick AC, Partin AW, Peters CA, editors. Campbell-Walsh urology. 10th ed. Philadelphia: Elsevier Saunders; 2012. Getzenberg RH, Partin AW. Prostate cancer tumor markers. In: Wein AJ, Kavoussi LR, Novick AC, Partin AW, Peters CA, editors. Campbell-Walsh urology. 10th ed. Philadelphia: Elsevier Saunders; 2012.
11.
go back to reference Ahmed HU, El-Shater BA, Brown LC, Gabe R, Kaplan R, Parmar MK, et al. Diagnostic accuracy of multi-parametric MRI and TRUS biopsy in prostate cancer (PROMIS): a paired validating confirmatory study. Lancet. 2017;389(10071):815–22.CrossRef Ahmed HU, El-Shater BA, Brown LC, Gabe R, Kaplan R, Parmar MK, et al. Diagnostic accuracy of multi-parametric MRI and TRUS biopsy in prostate cancer (PROMIS): a paired validating confirmatory study. Lancet. 2017;389(10071):815–22.CrossRef
12.
go back to reference Welch HG, Fisher ES, Gottlieb DJ, Barry MJ. Detection of prostate cancer via biopsy in the Medicare-SEER population during the PSA era. J Natl Cancer Inst. 2007;99:1395–400.CrossRef Welch HG, Fisher ES, Gottlieb DJ, Barry MJ. Detection of prostate cancer via biopsy in the Medicare-SEER population during the PSA era. J Natl Cancer Inst. 2007;99:1395–400.CrossRef
13.
go back to reference Schroder FH, Hugosson J, Roobol MJ, Tammela TL, Zappa M, Nelen V, et al. Screening and prostate cancer mortality: results of the European randomized study of screening for prostate cancer (ERSPC) at 13 years of follow-up. Lancet. 2014;384:2027–35.CrossRef Schroder FH, Hugosson J, Roobol MJ, Tammela TL, Zappa M, Nelen V, et al. Screening and prostate cancer mortality: results of the European randomized study of screening for prostate cancer (ERSPC) at 13 years of follow-up. Lancet. 2014;384:2027–35.CrossRef
14.
go back to reference Foley RW, Maweni RM, Gorman L, et al. European randomized study of screening for prostate cancer (ERSPC) risk calculators significantly outperform the Prostate Cancer Prevention Trial (PCPT) 2.0 in the prediction of prostate cancer: a multi-institutional study. BJU. 2016;118:706–13..CrossRef Foley RW, Maweni RM, Gorman L, et al. European randomized study of screening for prostate cancer (ERSPC) risk calculators significantly outperform the Prostate Cancer Prevention Trial (PCPT) 2.0 in the prediction of prostate cancer: a multi-institutional study. BJU. 2016;118:706–13..CrossRef
15.
go back to reference Donovan MJ, Noerholm M, Bentink S, et al. A molecular signature of PCA3 and ERG exosomal RNA from non-DRE urine is predictive of initial prostate biopsy result. PCPD. 2015;18:370–5. Donovan MJ, Noerholm M, Bentink S, et al. A molecular signature of PCA3 and ERG exosomal RNA from non-DRE urine is predictive of initial prostate biopsy result. PCPD. 2015;18:370–5.
16.
go back to reference McKiernan J, Donovan MJ, O’Neill V, et al. A novel urine exosome gene expression assay to predict high-grade prostate cancer at initial biopsy. JAMA Oncol. 2016;2(7):1–8.CrossRef McKiernan J, Donovan MJ, O’Neill V, et al. A novel urine exosome gene expression assay to predict high-grade prostate cancer at initial biopsy. JAMA Oncol. 2016;2(7):1–8.CrossRef
17.
go back to reference McKiernan J, Donovan MJ, Margolis E, et al. A prospective adaptive utility trial to validate performance of a novel urine exosome gene expression assay to predict high-grade prostate cancer in patients with prostate-specific antigen 2-10 ng/mL at initial biopsy. Eur Urol. 2018;74:731–8.CrossRef McKiernan J, Donovan MJ, Margolis E, et al. A prospective adaptive utility trial to validate performance of a novel urine exosome gene expression assay to predict high-grade prostate cancer in patients with prostate-specific antigen 2-10 ng/mL at initial biopsy. Eur Urol. 2018;74:731–8.CrossRef
18.
go back to reference van der Vos KE, Balaj L, Skog J, Breakefield XO. Brain tumor microvesicles: insights into intercellular communication in the nervous system. Cell Mol Neurobiol. 2011;31:949–59.CrossRef van der Vos KE, Balaj L, Skog J, Breakefield XO. Brain tumor microvesicles: insights into intercellular communication in the nervous system. Cell Mol Neurobiol. 2011;31:949–59.CrossRef
19.
go back to reference Nilsson J, Skog J, Nordstrand A, Baranov V, Mincheva-Nilsson L, Breakefield XO, et al. Prostate cancer-derived urine exosomes: a novel approach to biomarkers for prostate cancer. Br J Cancer. 2009;100:1603–7.CrossRef Nilsson J, Skog J, Nordstrand A, Baranov V, Mincheva-Nilsson L, Breakefield XO, et al. Prostate cancer-derived urine exosomes: a novel approach to biomarkers for prostate cancer. Br J Cancer. 2009;100:1603–7.CrossRef
20.
go back to reference Skog J, Wurdinger T, van Rijn S, Meijer DH, Gainche L, Sena-Esteves M, et al. Glioblastoma microvesicles transport RNA and proteins that promote tumour growth and provide diagnostic biomarkers. Nat Cell Biol. 2008;10:1470–6.CrossRef Skog J, Wurdinger T, van Rijn S, Meijer DH, Gainche L, Sena-Esteves M, et al. Glioblastoma microvesicles transport RNA and proteins that promote tumour growth and provide diagnostic biomarkers. Nat Cell Biol. 2008;10:1470–6.CrossRef
21.
go back to reference Valadi H, Ekstrom K, Bossios A, Sjostrand M, Lee JJ, Lotvall JO. Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat Cell Biol. 2007;9:654–9.CrossRef Valadi H, Ekstrom K, Bossios A, Sjostrand M, Lee JJ, Lotvall JO. Exosome-mediated transfer of mRNAs and microRNAs is a novel mechanism of genetic exchange between cells. Nat Cell Biol. 2007;9:654–9.CrossRef
22.
go back to reference Ankerst DP, Hoefler J, Bock S, et al. Prostate cancer prevention trial risk calculator 2.0 for the prediction of low vs. high-grade prostate cancer. Urology. 2014;83:1362–7.CrossRef Ankerst DP, Hoefler J, Bock S, et al. Prostate cancer prevention trial risk calculator 2.0 for the prediction of low vs. high-grade prostate cancer. Urology. 2014;83:1362–7.CrossRef
23.
go back to reference Roobol MJ, Schröder FH, Hugosson J, et al. Importance of prostate volume in the European randomised study of screening for prostate Cancer (ERSPC) risk calculators: results from the prostate biopsy collaborative group. World J Urol. 2012;30:149–55.CrossRef Roobol MJ, Schröder FH, Hugosson J, et al. Importance of prostate volume in the European randomised study of screening for prostate Cancer (ERSPC) risk calculators: results from the prostate biopsy collaborative group. World J Urol. 2012;30:149–55.CrossRef
24.
go back to reference Vickers AJ, Elkin EB. Decision curve analysis: a novel method for evaluating prediction models. Med Decis Mak. 2006;26(6):565–74.CrossRef Vickers AJ, Elkin EB. Decision curve analysis: a novel method for evaluating prediction models. Med Decis Mak. 2006;26(6):565–74.CrossRef
25.
go back to reference Feliciano J, Teper E, Ferrandino M, et al. The incidence of fluoroquinolone resistant infections after prostate biopsy--are fluoroquinolones still effective prophylaxis? J Urol. 2008;179(3):952–5.CrossRef Feliciano J, Teper E, Ferrandino M, et al. The incidence of fluoroquinolone resistant infections after prostate biopsy--are fluoroquinolones still effective prophylaxis? J Urol. 2008;179(3):952–5.CrossRef
26.
go back to reference Loeb S. When is a negative prostate biopsy really negative? Repeat biopsies in detection and active surveillance. J Urol. 2017;197:973–4.CrossRef Loeb S. When is a negative prostate biopsy really negative? Repeat biopsies in detection and active surveillance. J Urol. 2017;197:973–4.CrossRef
27.
go back to reference Wei JT, Feng Z, Partin AW, et al. Can urinary PCA3 supplement PSA in the early detection of prostate cancer? J Clin Oncol. 2014;32(36):4066–72.CrossRef Wei JT, Feng Z, Partin AW, et al. Can urinary PCA3 supplement PSA in the early detection of prostate cancer? J Clin Oncol. 2014;32(36):4066–72.CrossRef
28.
go back to reference Gittelman MC, Hertzman B, Bailen J, et al. PCA3 molecular urine test as a predictor of repeat prostate biopsy outcome in men with previous negative biopsies: a prospective multicenter clinical study. J Urol. 2013;190(1):64–9.CrossRef Gittelman MC, Hertzman B, Bailen J, et al. PCA3 molecular urine test as a predictor of repeat prostate biopsy outcome in men with previous negative biopsies: a prospective multicenter clinical study. J Urol. 2013;190(1):64–9.CrossRef
29.
go back to reference Leyten GH, Hessels D, Jannink SA, et al. Prospective multicentre evaluation of PCA3 and TMPRSS2-ERG gene fusions as diagnostic and prognostic urinary biomarkers for prostate cancer. Eur Urol. 2014;65(3):534–42.CrossRef Leyten GH, Hessels D, Jannink SA, et al. Prospective multicentre evaluation of PCA3 and TMPRSS2-ERG gene fusions as diagnostic and prognostic urinary biomarkers for prostate cancer. Eur Urol. 2014;65(3):534–42.CrossRef
31.
go back to reference Haller AC, Tan W, Payne-Ondracek R, et al. High SPDEF may identify patients who will have a prolonged response to androgen deprivation therapy. Prostate. 2014;74(5):509–19.CrossRef Haller AC, Tan W, Payne-Ondracek R, et al. High SPDEF may identify patients who will have a prolonged response to androgen deprivation therapy. Prostate. 2014;74(5):509–19.CrossRef
32.
go back to reference St John J, Powell K, Conley-Lacomb MK, et al. TMPRSS2-ERG fusion gene expression in prostate tumor cells and its clinical and biological significance in prostate Cancer progression. J Cancer Sci Ther. 2012;4(4):94–101.CrossRef St John J, Powell K, Conley-Lacomb MK, et al. TMPRSS2-ERG fusion gene expression in prostate tumor cells and its clinical and biological significance in prostate Cancer progression. J Cancer Sci Ther. 2012;4(4):94–101.CrossRef
33.
go back to reference Hagen RM, Adamo P, Karamat S, et al. Quantitative analysis of ERG expression anz.D its splice isoforms in formalin-fixed, paraffin-embedded prostate cancer samples: association with seminal vesicle invasion and biochemical recurrence. Am J Clin Pathol. 2014;142(4):533–40.CrossRef Hagen RM, Adamo P, Karamat S, et al. Quantitative analysis of ERG expression anz.D its splice isoforms in formalin-fixed, paraffin-embedded prostate cancer samples: association with seminal vesicle invasion and biochemical recurrence. Am J Clin Pathol. 2014;142(4):533–40.CrossRef
35.
go back to reference Parekh DJ, Punnen S, Sjoberg SD, et al. A multi-institutional prospective trial in the USA confirms that the 4kscore accurately identifies men with high-grade prostate cancer. Eur Urol. 2015;68:464–70.CrossRef Parekh DJ, Punnen S, Sjoberg SD, et al. A multi-institutional prospective trial in the USA confirms that the 4kscore accurately identifies men with high-grade prostate cancer. Eur Urol. 2015;68:464–70.CrossRef
36.
go back to reference Neste LV, Hendriks RJ, Dijkstra S, et al. Detection of high-grade prostate cancer using a urinary molecular biomarker–based risk score. Eur Urol. 2016;70(5):740–8.CrossRef Neste LV, Hendriks RJ, Dijkstra S, et al. Detection of high-grade prostate cancer using a urinary molecular biomarker–based risk score. Eur Urol. 2016;70(5):740–8.CrossRef
37.
go back to reference Prostate Cancer Early Detection. National Comprehensive Cancer Network version 2.2020 – July 24, 2020. Prostate Cancer Early Detection. National Comprehensive Cancer Network version 2.2020 – July 24, 2020.
Metadata
Title
A urine-based Exosomal gene expression test stratifies risk of high-grade prostate Cancer in men with prior negative prostate biopsy undergoing repeat biopsy
Authors
James McKiernan
Mikkel Noerholm
Vasisht Tadigotla
Sonia Kumar
Phillipp Torkler
Grannum Sant
Jason Alter
Michael J. Donovan
Johan Skog
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Urology / Issue 1/2020
Electronic ISSN: 1471-2490
DOI
https://doi.org/10.1186/s12894-020-00712-4

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