Citations

Clear

105 citation(s) found for "Western, Daniel".

Characterization of PSMA and 18F-fluciclovine transporter gene expression in localized prostate cancer.
Alshalalfa, Mohammed , Zhao, Shuang G. , Herlemann, Annika , Mahal, Brandon A. , Kishan, Amar U. , Karnes, Jeffrey , Wong, Anthony , Feng, Felix Y. , Chu, Carissa Ellen , Sjöström, Martin , Zhao, Shuang G , Chou, Jonathan , Spratt, Daniel E. , Small, Eric J. , Porten, Sima P. , Hope, Thomas A. , Davicioni, Elai , Nguyen, Paul L. , Carroll, Peter R , Schaeffer, Edward M. , Cooperberg, Matthew R

Mayo Clinic

Journal of Clinical Oncology | February 19, 2020 | Volume: 38 | Issue: 6_suppl | Pages: 295-295

10.1200/jco.2020.38.6_suppl.295 Get It

295 Background: While 18F-fluciclovine PET/CT is approved in the US and recommended by the NCCN, prostate-specific membrane antigen (PSMA) PET/CT is more common in Europe/Australia and recommended by the EAU. Less is known about the biology of lesions detected by either modality. 18F-fluciclovine PET relies on radiotracer uptake by amino acid transporters LAT1-4 and ASCT1-2. PSMA PET is dependent on surface expression of PSMA. We compared relative expression of PSMA and fluciclovine transporter genes in radical prostatectomy (RP) samples to determine their distribution across subtypes and correlation with outcomes. Methods: Gene expression data of 19,102 RP samples were analyzed using the Affymetrix Human Exon 1.0 ST microarray. 1,135 patients had long term follow up. Associations between expression of PSMA and fluciclovine transporter genes (LAT1-4 and ASCT1-2) and pathologic variables, molecular subtypes, and clinical outcomes were conducted. Results: All fluciclovine transporter genes (LAT 1-4, ASCT1-2) were expressed at lower levels than PSMA (p <0.0001). PSMA expression was positively correlated with genomic risk score and pathologic Gleason score (p<0.0001), but LAT2-3 and ASCT2 were inversely correlated with genomic risk in primary tumors (p<0.0001) and less expressed in GS 9-10 tumors (p<0.0001). PSMA expression was associated with worse metastasis-free survival (MFS) (HR 1.45, p=0.001) and lymph node involvement (HR 2.14, p<0.0001). Expression of LAT2, LAT3, ASCT2 expression was associated with better MFS (HR 0.85, 0.63, 0.74, p<0.0001-0.04). After multivariable adjustment, PSMA expression remained independently prognostic of poorer MFS (HR 1.3, p=0.028). Luminal B subtype was notable for PSMA overexpression; Luminal A was enriched in ASCT2 and LAT2 (p<0.0001). PSMA expression did not correlate with ERG fusion prostate cancers, but LAT2, ASCT1, and ASCT2 were overexpressed in ERG fusion negative tumors (p<0.0001). Conclusions: PSMA expression is associated with more aggressive disease and poorer clinical outcomes than fluciclovine transporter genes in localized prostate cancer. Molecular subtypes of prostate cancer vary in PSMA and fluciclovine transporter gene expression.
Transcriptome profiling of NRG Oncology/RTOG 9601: Validation of a prognostic genomic classifier in salvage radiotherapy prostate cancer patients from a prospective randomized trial.
Feng, Felix Y. , Huang, Huei–Chung, Simko, Jeffry, Dignam, James J., Seiferheld, Wendy, Lukka, Himanshu, Bahary, Jean-Paul , Pisansky, Thomas M. , Hall, William A. , Shah, Amit I., Pugh, Stephanie L. , Pollack, Alan , Shipley, William U. , Sandler, Howard M. , Davicioni, Elai , Nguyen, Paul L. , Efstathiou, Jason A. , Dicker, Adam P. , Spratt, Daniel E. , Tran, Phuoc T

Mayo Clinic

Journal of Clinical Oncology | February 19, 2020 | Volume: 38 | Issue: 6_suppl | Pages: 276-276

10.1200/jco.2020.38.6_suppl.276 Get It

276 Background: Decipher is a genomic classifier (GC) that estimates risk of prostate cancer (PCa) distant metastases (DM) post-radical prostatectomy (RP). Herein, we validate the GC within the context of a randomized phase 3 trial. Methods: RP specimens from patients on the NRG/RTOG 9601 phase 3 placebo-controlled randomized trial of salvage radiotherapy (sRT) +/- 2 years of bicalutamide (NCT00002874) were centrally reviewed and the highest-grade tumor underwent RNA extraction. Samples passing quality control (QC) were run on a clinical-grade whole-transcriptome assay to assign the GC score (scale 0-1). Our NCTN-CCSC approved pre-specified statistical plan (NRG-GU-TS002 CSC0075) included the primary objective of validating the ability of the GC to independently prognosticate the cumulative incidence of DM, with secondary endpoints of prostate cancer-specific mortality (PCSM) and overall survival (OS). Results: Of patients with tissue available, 352 passed QC and were included for analysis. The final GC cohort was a representative sample of the overall cohort, with a median follow-up of 13 years. On multivariable analysis, the GC (continuous variable) was independently associated with DM (HR 1.19 [95%CI 1.06-1.35], p=0.003), PCSM (HR 1.37 [95%CI 1.18-1.61], p<0.001), and OS (HR 1.16 [95%CI 1.06-1.28], p=0.002) after adjusting for age, race, Gleason score, T-stage, margin status, entry PSA, and treatment arm. The estimated absolute impact of bicalutamide on 12-year OS was less in patients with lower vs higher GC scores (2.4% vs 8.9%), further demonstrated in men receiving early sRT at PSA <0.7 ng/mL (-2.0% vs 5.0%). Conclusions: This is the first validation of this GC in a prospective randomized trial cohort and demonstrates association of the GC with DM and PCSM independent of standard clinicopathologic variables. The GC may help personalize shared decision-making to weigh the absolute benefit from the addition of bicalutamide to sRT.
Impact of initial treatment selection on clinical outcomes after biochemical failure in radiorecurrent high-risk prostate cancer.
Levin-Epstein, Rebecca , Romero, Tahmineh , Wong, J.K. , Demanes, D. Jeffrey, Stish, B.J., Krauss, Daniel , Wedde, Trude B. , Lilleby, Wolfgang , Stock, Richard G. , Steinberg, Michael L. , Horwitz, Eric M. , Tendulkar, Rahul D. , Kishan, Amar U. , Cook, Kiri A. , Dess, Robert T. , Spratt, Daniel E. , Moran, Brian Joseph , Merrick, Gregory Stephen , Tran, Phuoc T , Tward, Jonathan D.

Mayo Clinic

Journal of Clinical Oncology | February 19, 2020 | Volume: 38 | Issue: 6_suppl | Pages: 208-208

10.1200/jco.2020.38.6_suppl.208 Get It

208 Background: Treatment of high risk prostate cancer (HRPCa) with external beam radiotherapy (EBRT) plus brachytherapy (BT) boost (EBRT+BT) has been prospectively associated with lower rates of BCR, albeit potentially with increased toxicity, and retrospectively linked to decreased distant metastasis (DM) and PCa-specific mortality (PCSM) compared to EBRT alone. However, it is unclear whether patients who develop BCR following either approach have similar downstream oncologic outcomes. Methods: We identified 706 out of 3820 men with HRPCa treated at 13 institutions from 1998-2015 with EBRT (n=468/2134) or EBRT+BT (n=238/1686) who developed BCR. We compared rates of DM, PCSM, and all-cause mortality (ACM) after BCR between treatment groups using Fine-Gray competing risk regression. Models were adjusted for age, Gleason grade group, initial PSA (iPSA), clinical T stage, time-dependent use of systemic salvage, and interval to BCR using inverse probability of treatment weighting. Results: Median follow-up was 9.9 years from RT and 4.8 years from BCR. Groups were similar in age, iPSA, presence of ≥2 HR features, and median interval to BCR (3.3 years). Most men received neoadjuvant/concurrent androgen deprivation therapy (ADT), 92.5% and 91.0% for EBRT and EBRT+BT, respectively, though for a longer duration with EBRT (median 14.7 vs. 9.0 months, p=0.0012). Local and systemic salvage rates were 2.3% and 36.3% after EBRT, and 2.6% and 43.6% after EBRT+BT, respectively. Initial EBRT+BT was associated with significantly lower rates of DM after BCR (HR 0.48, 95% CI 0.36-0.64, p<0.001). Rates of PCSM and ACM did not significantly differ (HR 0.93, 95% CI 0.67-1.30, p=0.93, and HR 0.8, 95% CI 0.6-1.1, p=0.11, respectively). Conclusions: In this large retrospective series of radiorecurrent HRPCa, initial treatment with EBRT+BT was associated with significantly lower rates of DM after BCR compared with EBRT, despite shorter ADT use and a similar median interval to BCR. Local salvage was widely underutilized in both groups. In the absence of salvage for local failure after EBRT, upfront treatment intensification with BT may reduce DM, though not PCSM or ACM, even after development of BCR.
Genomic and clinical characterization of stromal infiltration markers in prostate cancer
Mahal, Brandon A. , Alshalalfa, Mohammed , Zhao, Shuang G. , Beltran, Himisha , Chen, William S. , Chipidza, Fallon , Karnes, R. Jeffrey , Ku, Sheng‐Yu , Muralidhar, Vinayak , Schaeffer, Edward M. , Spratt, Daniel E. , Feng, Felix Y. , Nguyen, Paul L. , Spratt, Daniel E , Zhao, Shuang G , Davicioni, Elai , Lotan, Tamara Levin , Rebbeck, Timothy R.

Mayo Clinic

Cancer | January 6, 2020 | Volume: 126 | Issue: 7 | Pages: 1407-1412

10.1002/cncr.32688 | PMID 31905251 Get It

BackgroundThe progression of prostate cancer is a complex, multistep process that involves molecular alterations in cells of the tumor and the microenvironment, with associated interactions between the stroma and epithelium. Genomic expression analyses of stromal infiltration markers were performed to determine the significance thereof in prostate cancer.MethodsGenome‐wide expression profiles of formalin‐fixed, paraffin‐embedded radical prostatectomy samples were evaluated from a prospective registry cohort (n = 5239) and 3 retrospective institutional cohorts (n = 1135). Two independent stromal gene expression signatures implied stromal infiltration. Cox proportional hazards regression defined the association between stromal infiltration expression and metastasis‐free survival (MFS).ResultsStromal expression scores were correlated with stromal signature genes and with other key stromal markers (CAV1, VIM, and TAGLN), basal activity, and CD3 and CD4 immune biomarkers (r > 0.5 for all). The top decile of stromal expression was associated with high genomic risk scores (Decipher ≥ 0.6) , high Cancer of the Prostate Risk Assessment–Postsurgical scores, Gleason 9 to 10 disease, and a higher risk for metastasis (hazard ratio, 2.35; 95% CI, 1.37‐4.02; P = .001). A higher stromal infiltration score was also associated with decreased expression of DNA repair genes and higher radiation sensitivity genomic scores. Postoperative radiation therapy (RT) was associated with an MFS benefit for patients with high stromal scores, but not for patients with low stromal scores (Pinteraction = .02).ConclusionsExpression of stromal infiltration markers is correlated with prostate cancer aggressiveness/progression and may be predictive of a response to RT. Stromal infiltration markers should be studied and considered for incorporation into clinical prognostication and decision making.
Assessment of resistance vessel function in human skeletal muscle: guidelines for experimental design, Doppler ultrasound, and pharmacology
Limberg, Jacqueline K. , Casey, Darren P. , Trinity, Joel D. , Nicholson, Wayne T. , Tschakovsky, Michael E. , Green, Daniel J. , Hellsten, Ylva , Fadel, Paul J. , Padilla, Jaume , Tschakovsky, Michael E , Green, Daniel J , Hellsten, Ylva , Padilla, Jaume , Fadel, Paul J , Wray, David Walter , Joyner, Michael J.

Mayo Clinic

American Journal of Physiology-Heart and Circulatory Physiology | December 30, 2019 | Volume: 318 | Issue: 2 | Pages: H301-H325

10.1152/ajpheart.00649.2019 | PMID 31886718 Get It

The introduction of duplex Doppler ultrasound almost half a century ago signified a revolutionary advance in the ability to assess limb blood flow in humans. It is now widely used to assess blood flow under a variety of experimental conditions to study skeletal muscle resistance vessel function. Despite its pervasive adoption, there is substantial variability between studies in relation to experimental protocols, procedures for data analysis, and interpretation of findings. This guideline results from a collegial discussion among physiologists and pharmacologists, with the goal of providing general as well as specific recommendations regarding the conduct of human studies involving Doppler ultrasound-based measures of resistance vessel function in skeletal muscle. Indeed, the focus is on methods used to assess resistance vessel function and not upstream conduit artery function (i.e., macrovasculature), which has been expertly reviewed elsewhere. In particular, we address topics related to experimental design, data collection, and signal processing as well as review common procedures used to assess resistance vessel function, including postocclusive reactive hyperemia, passive limb movement, acute single limb exercise, and pharmacological interventions. Listen to this article’s corresponding podcast at https://ajpheart.podbean.com/e/guidelines-for-doppler-ultrasound-and-resistance-vessel-function/ .
Mimicking exercise: what matters most and where to next?
Hawley, John A. , Green, Daniel J. , Green, Daniel J , Joyner, Michael J.

Mayo Clinic

The Journal of Physiology | November 20, 2019 | Volume: 599 | Issue: 3 | Pages: 791-802

10.1113/jp278761 | PMID 31749163 Get It

Abstract The past decade has witnessed growing scientific and commercial interest in the identification of bioactive oral compounds that mimic or potentiate the effects of exercise, so‐called ‘exercise pills’ or ‘exercise mimetics.’ These compounds have, to date, typically targeted skeletal muscle in an attempt to stimulate some of the adaptations to exercise induced by endurance training. Accordingly, they fail to impart many of the broad health protecting effects of exercise that are seen in tissues and organs other than skeletal muscle. In the context that multiple integrative regulatory and often redundant pathways have evolved to detect and respond to human movement, here we consider the complex challenges of designing a pill that might mimic the extensive range of exercise benefits. In particular, we consider the limits of the current ‘myocentric’ paradigm given the wide‐ranging array of impacts that exercise exerts on atherosclerosis and the cardiovascular system. We discuss the validity and limitations of the concept that low dose cardiovascular polypills, already in large scale trials, may represent one form of cardiovascular exercise mimetic. Finally, given that some calls for an exercise pill stem from a response to the perceived failure of expert advice, evidence‐based guidelines and current public health approaches, we explore possible strategies that might address the global rise in inactivity. In the event that a broad spectrum exercise mimetic might ever be developed, we discuss some generic issues related to adoption and adherence of therapeutic interventions. image
Exercise is medicine in oncology: Engaging clinicians to help patients move through cancer
Schmitz, Kathryn H. , Campbell, Anna , Stuiver, Martijn M. , Pinto, Bernardine M. , Schwartz, Anna L. , Morris, Gerwyn , Ligibel, Jennifer A. , Galvão, Daniel A. , Alfano, Catherine M. , Patel, Alpa V. , Hue, Trisha F. , Sallis, Robert E. , Stout, Nicole L. , Chan, Leighton , Flowers, Fiona, Doyle, Colleen, Helmrich, Susan P., Sokolof, Jonas, Campbell, Kristin L. , Campbell, Anna M , Galvão, Daniel A , Alfano, Catherine M , Gerber, Lynn H , Gusani, Niraj J , Winters-Stone, Kerri M , Campbell, Kristin L , Matthews, Charles E , Schmitz, Kathryn H , Morris, G. Stephen, Cheville, Andrea , Gerber, Lynn H. , Gusani, Niraj J. , Bain, William, Winters‐Stone, Kerri M.

Mayo Clinic

CA: A Cancer Journal for Clinicians | October 16, 2019 | Volume: 69 | Issue: 6 | Pages: 468-484

10.3322/caac.21579 | PMID 31617590 Get It

Multiple organizations around the world have issued evidence‐based exercise guidance for patients with cancer and cancer survivors. Recently, the American College of Sports Medicine has updated its exercise guidance for cancer prevention as well as for the prevention and treatment of a variety of cancer health‐related outcomes (eg, fatigue, anxiety, depression, function, and quality of life). Despite these guidelines, the majority of people living with and beyond cancer are not regularly physically active. Among the reasons for this is a lack of clarity on the part of those who work in oncology clinical settings of their role in assessing, advising, and referring patients to exercise. The authors propose using the American College of Sports Medicine's Exercise Is Medicine initiative to address this practice gap. The simple proposal is for clinicians to assess, advise, and refer patients to either home‐based or community‐based exercise or for further evaluation and intervention in outpatient rehabilitation. To do this will require care coordination with appropriate professionals as well as change in the behaviors of clinicians, patients, and those who deliver the rehabilitation and exercise programming. Behavior change is one of many challenges to enacting the proposed practice changes. Other implementation challenges include capacity for triage and referral, the need for a program registry, costs and compensation, and workforce development. In conclusion, there is a call to action for key stakeholders to create the infrastructure and cultural adaptations needed so that all people living with and beyond cancer can be as active as is possible for them.
Transcriptomic Heterogeneity of Androgen Receptor Activity Defines a de novo low AR-Active Subclass in Treatment Naïve Primary Prostate Cancer
Spratt, Daniel E. , Alshalalfa, Mohammed , Fishbane, Nick , Weiner, Adam B. , Mehra, Rohit , Mahal, Brandon A. , Lehrer, Jonathan , Zhao, Shuang G. , Speers, Corey , Morgan, Todd M. , Dicker, Adam P. , Freedland, Stephen J. , Karnes, R. Jeffery, Weinmann, Sheila , Ross, Ashley E. , Nguyen, Paul L. , Feng, Felix Y. , Chinnaiyan, Arul M., Schaeffer, Edward M. , Speers, Corey , Davicioni, Elai , Den, Robert B , Spratt, Daniel E , Morgan, Todd M , Dicker, Adam P , Liu, Yang , Zhao, Shuang G , Karnes, R. Jeffrey , Davicioni, Elai , Den, Robert B. , Lotan, Tamara Levin

Mayo Clinic

Clinical Cancer Research | September 12, 2019 | Volume: 25 | Issue: 22 | Pages: 6721-6730

10.1158/1078-0432.ccr-19-1587 | PMID 31515456 Get It

Abstract Purpose: The heterogeneity of androgen receptor (AR)-activity (AR-A) is well-characterized in heavily treated metastatic castration-resistant prostate cancer (mCRPC). However, the diversity and clinical implications of AR-A in treatment-naïve primary prostate cancer is largely unknown. We sought to characterize AR-A in localized prostate cancer and understand its molecular and clinical implications. Experimental Design: Genome-wide expression profiles from prostatectomy or biopsy samples from 19,470 patients were used, all with independent pathology review. This was comprised of prospective discovery (n = 5,239) and validation (n = 12,728) cohorts, six retrospective institutional cohorts with long-term clinical outcomes data (n = 1,170), and The Cancer Genome Atlas (n = 333). Results: A low AR-active subclass was identified, which comprised 9%–11% of each cohort, and was characterized by increased immune signaling, neuroendocrine expression, and decreased DNA repair. These tumors were predominantly ERG and basal subtype. Low AR-active tumors had significantly more rapid development of recurrence or metastatic disease across cohorts, which was maintained on multivariable analysis [HR, 2.61; 95% confidence interval (CI), 1.22–5.60; P = 0.014]. Low AR-active tumors were predicted to be more sensitive to PARP inhibition, platinum chemotherapy, and radiotherapy, and less sensitive to docetaxel and androgen-deprivation therapy. This was validated clinically, in that low AR-active tumors were less sensitive to androgen-deprivation therapy (OR, 0.41; 95% CI, 0.21–0.80; P = 0.008). Conclusions: Leveraging large-scale transcriptomic data allowed the identification of an aggressive subtype of treatment-naïve primary prostate cancer that harbors molecular features more analogous to mCRPC. This suggests that a preexisting subgroup of patients may have tumors that are predisposed to fail multiple current standard-of-care therapies and warrant dedicated therapeutic investigation.
DNA-Dependent Protein Kinase Drives Prostate Cancer Progression through Transcriptional Regulation of the Wnt Signaling Pathway
Kothari, Vishal , Goodwin, Jonathan F., Zhao, Shuang G. , Chang, S. Laura , Evans, Joseph R. , Wilder-Romans, Kari , Gabbara, Kristina M., Dylgjeri, Emanuela , Sun, Grace Y., Tomlins, Scott A. , Mehra, Rohit , Hege, Kristen , Filvaroff, Ellen, Schaeffer, Edward M. , Karnes, R. Jeffrey , Quigley, David A. , Speers, Corey , Spratt, Daniel E. , Gilbert, Luke A. , Ashworth, Alan , Chinnaiyan, Arul M., Raj, Ganesh V. , Feng, Felix Y. , Speers, Corey , Spratt, Daniel E , Zhao, Shuang G , Drake, Justin M , Yin, Yi Ming , Chou, Jonathan , Rathkopf, Dana E , He, Housheng Hansen , Knudsen, Karen E.

Mayo Clinic

Clinical Cancer Research | July 2, 2019 | Volume: 25 | Issue: 18 | Pages: 5608-5622

10.1158/1078-0432.ccr-18-2387 | PMID 31266829 Get It

Abstract Purpose: Protein kinases are known to play a prominent role in oncogenic progression across multiple cancer subtypes, yet their role in prostate cancer progression remains underexplored. The purpose of this study was to identify kinases that drive prostate cancer progression. Experimental Design: To discover kinases that drive prostate cancer progression, we investigated the association between gene expression of all known kinases and long-term clinical outcomes in tumor samples from 545 patients with high-risk disease. We evaluated the impact of genetic and pharmacologic inhibition of the most significant kinase associated with metastatic progression in vitro and in vivo. Results: DNA-dependent protein kinase (DNAPK) was identified as the most significant kinase associated with metastatic progression in high-risk prostate cancer. Inhibition of DNAPK suppressed the growth of both AR-dependent and AR-independent prostate cancer cells. Gene set enrichment analysis nominated Wnt as the top pathway associated with DNAPK. We found that DNAPK interacts with the Wnt transcription factor LEF1 and is critical for LEF1-mediated transcription. Conclusions: Our data show that DNAPK drives prostate cancer progression through transcriptional regulation of Wnt signaling and is an attractive therapeutic target in aggressive prostate cancer.
Biologic Significance of Magnetic Resonance Imaging Invisibility in Localized Prostate Cancer
Salami, Simpa S. , Kaplan, Jeremy , Nallandhighal, Srinivas , Takhar, Mandeep, Tosoian, Jeffrey J. , Lee, Matthew , Yoon, Junhee, Plouffe, Komal , Kaffenberger, Samuel D. , Schaeffer, Edward M. , Karnes, R. Jeffrey , George, Arvin K. , Montgomery, Jeffrey S., You, Sungyong , Tomlins, Scott A. , Curci, Nicole E. , Kim, Hyung L. , Spratt, Daniel E. , Palapattu, Ganesh S. , Spratt, Daniel E , Kim, Hyung L , Salami, Simpa S , Hovelson, Daniel H. , Lotan, Tamara Levin , Morgan, Todd M. , Davenport, Matthew S. , Udager, Aaron M , Lee, Matthew S

Mayo Clinic

JCO Precision Oncology | June 12, 2019 | Volume: No volume available | Issue: 3 | Pages: 1-12

10.1200/po.19.00054 | PMID 32914029 Get It

PURPOSE Multiparametric magnetic resonance imaging (mpMRI) is used widely for prostate cancer (PCa) evaluation. Approximately 35% of aggressive tumors, however, are not visible on mpMRI. We sought to identify the molecular alterations associated with mpMRI-invisible tumors and determine whether mpMRI visibility is associated with PCa prognosis. METHODS Discovery and validation cohorts included patients who underwent mpMRI before radical prostatectomy and were found to harbor both mpMRI-visible (Prostate Imaging and Reporting Data System 3 to 5) and -invisible (Prostate Imaging and Reporting Data System 1 or 2) foci on surgical pathology. Next-generation sequencing was performed to determine differential gene expression between mpMRI-visible and -invisible foci. A genetic signature for tumor mpMRI visibility was derived in the discovery cohort and assessed in an independent validation cohort. Its association with long-term oncologic outcomes was evaluated in a separate testing cohort. RESULTS The discovery cohort included 10 patients with 26 distinct PCa foci on surgical pathology, of which 12 (46%) were visible and 14 (54%) were invisible on preoperative mpMRI. Next-generation sequencing detected prioritized genetic mutations in 14 (54%) tumor foci (n = 8 mpMRI visible, n = 6 mpMRI invisible). A nine-gene signature (composed largely of cell organization/structure genes) associated with mpMRI visibility was derived (area under the curve = 0.89), and the signature predicted MRI visibility with 75% sensitivity and 100% specificity (area under the curve = 0.88) in the validation cohort. In the testing cohort (n = 375, median follow-up 8 years) there was no significant difference in biochemical recurrence, distant metastasis, or cancer-specific mortality in patients with predicted mpMRI-visible versus -invisible tumors (all P > .05). CONCLUSION Compared with mpMRI-invisible disease, mpMRI-visible tumors are associated with underexpression of cellular organization genes. mpMRI visibility does not seem to be predictive of long-term cancer outcomes, highlighting the need for biopsy strategies that detect mpMRI-invisible tumors.