Molecular Hallmarks of Multiparametric Magnetic Resonance Imaging Visibility in Prostate Cancer

被引:53
|
作者
Houlahan, Kathleen E. [1 ,2 ,3 ]
Salmasi, Amirali [4 ]
Sadun, Taylor Y. [4 ]
Pooli, Aydin [4 ]
Felker, Ely R. [5 ]
Livingstone, Julie [1 ]
Huang, Vincent [1 ]
Raman, Steven S. [5 ]
Ahuja, Preeti [5 ]
Sisk, Anthony E., Jr. [6 ]
Boutros, Paul C. [1 ,2 ,3 ,4 ,7 ,8 ,9 ,10 ,12 ]
Reiter, Robert E. [4 ,9 ,11 ,13 ]
机构
[1] Ontario Inst Canc Res, Toronto, ON, Canada
[2] Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
[3] Vector Inst, Toronto, ON, Canada
[4] Univ Calif Los Angeles, David Geffen Sch Med, Dept Urol, Los Angeles, CA 90095 USA
[5] Univ Calif Los Angeles, David Geffen Sch Med, Dept Radiol, Los Angeles, CA 90095 USA
[6] Univ Calif Los Angeles, David Geffen Sch Med, Dept Pathol, Los Angeles, CA 90095 USA
[7] Univ Toronto, Dept Pharmacol & Toxicol, Toronto, ON, Canada
[8] Univ Calif Los Angeles, Dept Human Genet, Los Angeles, CA 90095 USA
[9] Univ Calif Los Angeles, David Geffen Sch Med, Jonsson Comprehens Canc Ctr, Los Angeles, CA 90095 USA
[10] Univ Calif Los Angeles, Inst Precis Hlth, Los Angeles, CA 90095 USA
[11] Univ Calif Los Angeles, Inst Urol Oncol, Los Angeles, CA 90095 USA
[12] UCLA, Dept Human Genet, 10833 Le Conte Ave, Los Angeles, CA 90095 USA
[13] David Geffen Sch Med, Dept Urol, 300 Stein Plaza, Los Angeles, CA 90095 USA
关键词
Prostate cancer; Multiparametric magnetic resonance imaging visibility; Radiogenomics; Nimbosus; Transcriptomics; DATA SYSTEM; INTEROBSERVER AGREEMENT; SNORNA U50; CRIBRIFORM; ACCURACY; IMPACT; SCORE;
D O I
10.1016/j.eururo.2018.12.036
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Multiparametric magnetic resonance imaging (mpMRI) has transformed the management of localized prostate cancer by improving identification of clinically significant disease at diagnosis. Approximately 20% of primary prostate tumors are invisible to mpMRI, and we hypothesize that this invisibility reflects fundamental molecular properties of the tumor. We therefore profiled the genomes and transcriptomes of 40 International Society of Urological Pathology grade 2 tumors: 20 mpMRI-invisible (Prostate Imaging-Reporting and Data System [PI-RADS] v2 <3) and 20 mpMRI-visible (PI-RADS v2 5) tumors. mpMRI-visible tumors were enriched in hallmarks of nimbosus, an aggressive pathological, molecular, and microenvironmental phenomenon in prostate cancer. These hallmarks included genomes with increased mutation density, a higher prevalence of intraductal carcinoma/cribriform architecture pathology, and altered abundance of 102 transcripts, including overexpression of noncoding RNAs such as SCHLAP1. Multiple small nucleolar RNAs (snoRNAs) were identified, and a snoRNA signature synergized with nimbosus hallmarks to discriminate visible from invisible tumors. These data suggest a confluence of aggressive molecular and microenvironmental phenomena underlie mpMRI visibility of localized prostate cancer. Patient summary: We examined the correlation between tumor biology and magnetic resonance imaging (MRI) visibility in a group of patients with low- intermediate-risk prostate cancer. We observed that MRI findings are associated with biological features of aggressive prostate cancer. (C) 2019 European Association of Urology. Published by Elsevier B.V. All rights reserved.
引用
收藏
页码:18 / 23
页数:6
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