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1.
Prostate ; 84(8): 723-730, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38476030

ABSTRACT

BACKGROUND: To validate the use of a cumulative cancer locations (CCLO) score, a measurement of tumor volume on biopsy, and to develop a novel magnetic resonance imaging (MRI)-informed CCLO (mCCLO) score to predict clinical outcomes on active surveillance (AS). METHODS: The CCLO score is a sum of uniquely involved sextants with prostate cancer on diagnostic + confirmatory biopsy. The mCCLO score incorporates MRI findings into the CCLO score. Participants included 1284 individuals enrolled on AS between 1994 and 2022, 343 of whom underwent prostate MRI. The primary outcome was grade reclassification (GR) to grade group ≥2 disease; the secondary outcome was receipt of definitive treatment. RESULTS: Increasing CCLO and mCCLO risk groups were associated with higher risk of GR and undergoing definitive treatment (both p < 0.001). On multivariable analysis, increasing mCCLO score was associated with higher risk of GR and receipt of definitive treatment (hazard ratios [HRs] per 1-unit increase: 1.26 [95% confidence interval [CI]: 1.12-1.41] and 1.21 [95% CI: 1.07-1.36], respectively). The model using mCCLO score to predict GR (c-index: 0.671; 95% CI: 0.621-0.721) performed at least as well as models using the number of cores positive for cancer (0.664 [0.613-0.715]; p = 0.7) and the maximum percentage of cancer in a core (0.641 [0.585-0.696]; p = 0.14). CONCLUSIONS: The CCLO score is a valid, objective metric to predict GR and receipt of treatment in a large AS cohort. The ability of the MRI-informed mCCLO to predict GR is on par with traditional metrics of tumor volume but is more descriptive and may benefit from greater reproducibility. The mCCLO score can be implemented as a shorthand, informative tool for counseling patients about whether to remain on AS.


Subject(s)
Magnetic Resonance Imaging , Prostate , Prostatic Neoplasms , Watchful Waiting , Humans , Male , Prostatic Neoplasms/pathology , Prostatic Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Middle Aged , Aged , Prostate/pathology , Prostate/diagnostic imaging , Watchful Waiting/methods , Tumor Burden , Neoplasm Grading , Biopsy/methods
2.
JAMA ; 331(24): 2084-2093, 2024 06 25.
Article in English | MEDLINE | ID: mdl-38814624

ABSTRACT

Importance: Outcomes from protocol-directed active surveillance for favorable-risk prostate cancers are needed to support decision-making. Objective: To characterize the long-term oncological outcomes of patients receiving active surveillance in a multicenter, protocol-directed cohort. Design, Setting, and Participants: The Canary Prostate Active Surveillance Study (PASS) is a prospective cohort study initiated in 2008. A cohort of 2155 men with favorable-risk prostate cancer and no prior treatment were enrolled at 10 North American centers through August 2022. Exposure: Active surveillance for prostate cancer. Main Outcomes and Measures: Cumulative incidence of biopsy grade reclassification, treatment, metastasis, prostate cancer mortality, overall mortality, and recurrence after treatment in patients treated after the first or subsequent surveillance biopsies. Results: Among 2155 patients with localized prostate cancer, the median follow-up was 7.2 years, median age was 63 years, 83% were White, 7% were Black, 90% were diagnosed with grade group 1 cancer, and median prostate-specific antigen (PSA) was 5.2 ng/mL. Ten years after diagnosis, the incidence of biopsy grade reclassification and treatment were 43% (95% CI, 40%-45%) and 49% (95% CI, 47%-52%), respectively. There were 425 and 396 patients treated after confirmatory or subsequent surveillance biopsies (median of 1.5 and 4.6 years after diagnosis, respectively) and the 5-year rates of recurrence were 11% (95% CI, 7%-15%) and 8% (95% CI, 5%-11%), respectively. Progression to metastatic cancer occurred in 21 participants and there were 3 prostate cancer-related deaths. The estimated rates of metastasis or prostate cancer-specific mortality at 10 years after diagnosis were 1.4% (95% CI, 0.7%-2%) and 0.1% (95% CI, 0%-0.4%), respectively; overall mortality in the same time period was 5.1% (95% CI, 3.8%-6.4%). Conclusions and Relevance: In this study, 10 years after diagnosis, 49% of men remained free of progression or treatment, less than 2% developed metastatic disease, and less than 1% died of their disease. Later progression and treatment during surveillance were not associated with worse outcomes. These results demonstrate active surveillance as an effective management strategy for patients diagnosed with favorable-risk prostate cancer.


Subject(s)
Clinical Protocols , Prostate-Specific Antigen , Prostatic Neoplasms , Watchful Waiting , Aged , Humans , Male , Middle Aged , Biopsy , Disease Progression , Neoplasm Grading , Neoplasm Metastasis , Neoplasm Recurrence, Local , Prospective Studies , Prostate/pathology , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/mortality , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Treatment Outcome , North American People , White , Black or African American , United States , British Columbia
3.
Mod Pathol ; 36(10): 100247, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37307876

ABSTRACT

Microscopic examination of prostate cancer has failed to reveal a reproducible association between molecular and morphologic features. However, deep-learning algorithms trained on hematoxylin and eosin (H&E)-stained whole slide images (WSI) may outperform the human eye and help to screen for clinically-relevant genomic alterations. We created deep-learning algorithms to identify prostate tumors with underlying ETS-related gene (ERG) fusions or PTEN deletions using the following 4 stages: (1) automated tumor identification, (2) feature representation learning, (3) classification, and (4) explainability map generation. A novel transformer-based hierarchical architecture was trained on a single representative WSI of the dominant tumor nodule from a radical prostatectomy (RP) cohort with known ERG/PTEN status (n = 224 and n = 205, respectively). Two distinct vision transformer-based networks were used for feature extraction, and a distinct transformer-based model was used for classification. The ERG algorithm performance was validated across 3 RP cohorts, including 64 WSI from the pretraining cohort (AUC, 0.91) and 248 and 375 WSI from 2 independent RP cohorts (AUC, 0.86 and 0.89, respectively). In addition, we tested the ERG algorithm performance in 2 needle biopsy cohorts comprised of 179 and 148 WSI (AUC, 0.78 and 0.80, respectively). Focusing on cases with homogeneous (clonal) PTEN status, PTEN algorithm performance was assessed using 50 WSI reserved from the pretraining cohort (AUC, 0.81), 201 and 337 WSI from 2 independent RP cohorts (AUC, 0.72 and 0.80, respectively), and 151 WSI from a needle biopsy cohort (AUC, 0.75). For explainability, the PTEN algorithm was also applied to 19 WSI with heterogeneous (subclonal) PTEN loss, where the percentage tumor area with predicted PTEN loss correlated with that based on immunohistochemistry (r = 0.58, P = .0097). These deep-learning algorithms to predict ERG/PTEN status prove that H&E images can be used to screen for underlying genomic alterations in prostate cancer.

4.
J Urol ; 209(1): 180-186, 2023 01.
Article in English | MEDLINE | ID: mdl-36073925

ABSTRACT

PURPOSE: We aimed to evaluate the clinical significance of perineural invasion in men on active surveillance for Grade Group 1 prostate cancer. MATERIALS AND METHODS: We identified 1,969 men with Grade Group 1 prostate cancer and at least 1 follow-up biopsy. A time-dependent Cox model and a logistic regression model were used to assess the association between biopsy-detected perineural invasion and grade reclassification (defined as the detection of Grade Group ≥2 prostate cancer on a surveillance biopsy), and adverse pathology (defined as Grade Group ≥3 ± seminal vesicle invasion ± lymph node involvement) at radical prostatectomy, respectively. RESULTS: The 198 men with perineural invasion detected during active surveillance had lower rates of grade reclassification-free survival than those without perineural invasion (P < .001). On multivariable analysis perineural invasion was significantly associated with grade reclassification (HR 3.25, 95% CI 2.54-4.16, P < .001); an association that persisted in the multiparametric magnetic resonance imaging subset. At radical prostatectomy, men with biopsy-detected perineural invasion had more extraprostatic extension than men without perineural invasion (Relative Risk 1.71, 95% CI 1.15-2.56). However, on multivariable analysis biopsy-detected perineural invasion was not associated with adverse pathology (OR 0.68, 95% CI 0.27-1.68, P = .40) and these patients did not exhibit more biochemical recurrence at 5 years (P > .05). CONCLUSIONS: Perineural invasion during active surveillance was associated with grade reclassification. At radical prostatectomy biopsy-detected perineural invasion patients exhibited more extraprostatic extension but biopsy-detected perineural invasion was not independently associated with more adverse pathology. In addition, these patients did not have more biochemical recurrence during follow-up. Perineural invasion should not preclude Grade Group 1 patients from active surveillance but they may warrant more stringent monitoring.


Subject(s)
Clinical Relevance , Prostatic Neoplasms , Humans , Male , Watchful Waiting , Prostatic Neoplasms/surgery
5.
J Urol ; 209(1): 198-207, 2023 01.
Article in English | MEDLINE | ID: mdl-36067374

ABSTRACT

PURPOSE: Clinical guidelines suggest that for low-grade, clinically localized prostate cancer, patients with higher volume of disease at diagnosis may benefit from definitive therapy, although the data remain unclear. Our objective was to determine associations between low-grade prostate cancer volume and outcomes in men managed with primary radical prostatectomy. MATERIALS AND METHODS: Men with cT1-2N0/xM0/x prostate cancer, prostate specific antigen at diagnosis <10 ng/mL, and Gleason grade group 1 pathology on diagnostic biopsy managed with primary radical prostatectomy were included. Outcomes were pathological upgrade at radical prostatectomy (≥Gleason grade group 2), University of California, San Francisco adverse pathology at radical prostatectomy (≥Gleason grade group 3, pT3/4, or pN1), alternate adverse pathology at radical prostatectomy (≥Gleason grade group 3, ≥pT3b, or pN1), and recurrence (biochemical failure with 2 prostate specific antigen ≥0.2 ng/mL or salvage treatment). Multivariable logistic regression models were used to estimate associations between percentage of positive cores and risk of upgrade and adverse pathology at radical prostatectomy. Multivariable Cox proportional hazards regression models were used to estimate associations between percentage of positive cores and hazard of recurrence after radical prostatectomy. RESULTS: A total of 1,029 men met inclusion criteria. Multivariable logistic regression models demonstrated significant associations between percentage of positive cores and pathological upgrade (OR 1.31, 95% CI 1.1-1.57, P < .01), but not University of California, San Francisco adverse pathology at radical prostatectomy (P = .84); percentage of positive cores was negatively associated with alternate adverse pathology (OR 0.67, 95% CI 0.48-0.93, P = .02). Multivariable Cox regression models demonstrated no association between percentage of positive cores and hazard of recurrence after radical prostatectomy (P = .11). CONCLUSIONS: In men with Gleason grade group 1 prostate cancer, tumor volume may be associated with upgrading at radical prostatectomy, but not more clinically significant outcomes of adverse pathology or recurrence.


Subject(s)
Prostate-Specific Antigen , Prostatic Neoplasms , Humans , Male , Prostatic Neoplasms/surgery
6.
J Urol ; 210(1): 99-107, 2023 07.
Article in English | MEDLINE | ID: mdl-37042826

ABSTRACT

PURPOSE: Men on active surveillance with Grade Group 1 prostate cancer who reclassify to Grade Group 2 on surveillance biopsy often leave active surveillance. We aimed to identify subgroups of men who can safely remain on active surveillance despite preoperative reclassification to Grade Group 2. MATERIALS AND METHODS: We studied 249 active surveillance patients with surveillance biopsies classified as Grade Group 1 or Grade Group 2 who underwent radical prostatectomy. Perineural invasion, cancer volume, linear length and maximum percentage of Gleason pattern 4, and prostate-specific antigen density were evaluated. Radical prostatectomy adverse pathology was defined by any of: pN1; ≥pT3; ≥Grade Group 2 with ≥20% Gleason pattern 4; intraductal carcinoma; large cribriform glands. RESULTS: A multivariable logistic regression model incorporating prostate-specific antigen density and perineural invasion stratified radical prostatectomy adverse pathology risk among Grade Group 1 and Grade Group 2 active surveillance patients. 57% (39/68) of Grade Group 1 men reclassified to Grade Group 2 while on active surveillance had favorable radical prostatectomy pathology. Those without biopsy perineural invasion and with low prostate-specific antigen density were more likely to have favorable radical prostatectomy pathology. CONCLUSIONS: Most Grade Group 1 men who enter active surveillance and subsequently reclassify to Grade Group 2 have favorable findings at radical prostatectomy and can remain on active surveillance. Among patients reclassified to Grade Group 2, those with low prostate-specific antigen density and without perineural invasion had the lowest risk of radical prostatectomy adverse pathology, comparable to (or below) that of Grade Group 1 patients who were not reclassified to Grade Group 2 preoperatively. Prostate-specific antigen density and perineural invasion stratify risk in active surveillance patients reclassified to Grade Group 2 and, if concordant with other clinicopathological and radiographic findings, can enable more patients to remain on active surveillance. Reclassification to Grade Group 2 alone should not disqualify men from remaining on active surveillance.


Subject(s)
Prostate-Specific Antigen , Prostatic Neoplasms , Male , Humans , Watchful Waiting , Prostatic Neoplasms/surgery , Prostatic Neoplasms/pathology , Prostate/pathology , Prostatectomy , Biopsy , Neoplasm Grading
7.
Curr Opin Oncol ; 34(3): 212-218, 2022 05 01.
Article in English | MEDLINE | ID: mdl-35238838

ABSTRACT

PURPOSE OF REVIEW: This review provides an overview of the current role of genetic testing in prostate cancer screening, diagnosis, and treatment. RECENT FINDINGS: Recent studies have uncovered few but highly penetrant rare pathogenic mutations (RPMs), in genes, such as BRCA2, with strong prostate cancer risk and outcomes associations. Over 260 single nucleotide polymorphisms (SNPs) have also been identified, each associated with small incremental prostate cancer risk and when combined in a polygenic risk score (PRS), they provide strong prostate cancer risk prediction but do not seem to predict outcomes. Tumor tissue sequencing can also help identify actionable somatic mutations in many patients with advanced prostate cancer and inform on their risk of harboring a germline pathogenic mutation. SUMMARY: RPM testing, PRS testing, and tumor sequencing all have current and/or potential future roles in personalized prostate cancer care.


Subject(s)
Prostatic Neoplasms , Early Detection of Cancer , Genes, BRCA2 , Genetic Predisposition to Disease , Genetic Testing , Germ-Line Mutation , Humans , Male , Prostate-Specific Antigen/genetics , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/genetics , Prostatic Neoplasms/therapy
8.
J Urol ; 205(1): 109-114, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33198555

ABSTRACT

PURPOSE: Men with low risk prostate cancer on active surveillance undergo multiple biopsies over time. The long-term clinical significance of consecutively negative biopsies is not known. MATERIALS AND METHODS: Men with low risk prostate cancer prospectively enrolled in an active surveillance database with at least 4 biopsies were included in the study. Exposure variables were 0, 1 or 2 consecutively negative biopsies after diagnosis. Other variables included age, prostate specific antigen, prostate specific antigen density, Gleason grade group, percent positive cores and magnetic resonance imaging findings. Outcome variables were the detection of any cancer at fourth biopsy and active treatment. RESULTS: A total of 514 men were included, with 112 (22%) men having 1 negative biopsy and 78 (15%) with 2 consecutively negative biopsies. Median prostate specific antigen density was lower for men with 1 negative biopsy (0.11) and consecutively negative biopsies (0.10) compared to men who never had a negative biopsy (0.13, p <0.01). On univariable logistic regression higher prostate specific antigen density (OR 1.68, 95% CI 1.16-2.45) and suspicious magnetic resonance imaging lesions (OR 2.00, 95% CI 1.16-3.42) were associated with a higher likelihood of detecting cancer on fourth biopsy. On multivariable logistic regression 1 negative biopsy (OR 0.22, 95% CI 0.12-0.41) and consecutively negative biopsies (OR 0.12, 95% CI 0.06-0.24) were associated with a lower likelihood of detecting cancer at outcome biopsy. Unadjusted 10-year treatment-free survival was highest for patients with consecutively negative biopsies (84%) and 1 negative biopsy (74%) than those who had none (66%) (log rank p=0.02). CONCLUSIONS: Consecutively negative surveillance biopsies are correlated with favorable clinical risk factors and independently associated with subsequent negative biopsy and lower risk of active treatment.


Subject(s)
Prostatic Neoplasms/diagnosis , Watchful Waiting/methods , Aged , Androgen Antagonists/therapeutic use , Disease Progression , Humans , Image-Guided Biopsy/statistics & numerical data , Kallikreins/blood , Kaplan-Meier Estimate , Magnetic Resonance Imaging , Male , Middle Aged , Neoplasm Grading , Prospective Studies , Prostate/diagnostic imaging , Prostate/pathology , Prostate-Specific Antigen/blood , Prostatectomy/statistics & numerical data , Prostatic Neoplasms/blood , Prostatic Neoplasms/mortality , Prostatic Neoplasms/therapy , Radiotherapy/statistics & numerical data , Risk Assessment/statistics & numerical data , Risk Factors , Watchful Waiting/statistics & numerical data
9.
J Urol ; 205(2): 452-460, 2021 02.
Article in English | MEDLINE | ID: mdl-32897802

ABSTRACT

PURPOSE: We aimed to evaluate 4Kscore® and ExosomeDx™ with multiparametric magnetic resonance imaging in the detection of high grade prostate cancer and number of biopsies avoided. MATERIAL AND METHODS: Patients had 1 liquid biomarker test with or without multiparametric magnetic resonance imaging. High grade prostate cancer was defined as Gleason grade group 2 or greater. The overall number of avoided biopsies (with Gleason grade 1 or less), and number of missed Gleason grade 2 or greater cancer among the biopsied patients, were determined. RESULTS: Of the 783 patients in the overall cohort 419 (53.5%) underwent biopsy. 4Kscore and ExosomeDx scores higher than the manufacturers' cut point were associated with PI-RADS™ scores 3 to 5 and Gleason grade 2 or greater prostate cancer. Limiting biopsy to the men with liquid biomarker scores above the manufacturers' cut point would have resulted avoiding 29.5% to 39.9% unnecessary biopsies overall, while missing 4.0% to 4.8% Gleason grade 2 or greater prostate cancer in the biopsy group. Screening algorithms with up-front liquid biomarker testing followed by multiparametric magnetic resonance imaging if the biomarker is above the manufacturers' cut point, then followed by biopsy if the multiparametric magnetic resonance imaging is positive or if 4Kscore 20 or greater or ExosomeDx 19 or greater would have missed 4.8% to 5.6% of Gleason grade 2 or greater prostate cancer in the biopsy group while avoiding 39.4% to 43.0% biopsies and 29.5% to 39.9% multiparametric magnetic resonance imaging overall. Similar algorithms with up-front multiparametric magnetic resonance imaging followed by liquid biomarker testing for negative multiparametric magnetic resonance imaging would have missed 2.4% of Gleason grade 2 or greater prostate cancer in the biopsy group but only avoided 17.2% 19.3% biopsies overall. CONCLUSIONS: Screening algorithms with up-front liquid biomarker testing followed by multiparametric magnetic resonance imaging and biopsy at certain biomarker thresholds could reduce unnecessary biopsies, multiparametric magnetic resonance imaging and overdetection of Gleason grade 1 prostate cancer.


Subject(s)
Early Detection of Cancer/methods , Multiparametric Magnetic Resonance Imaging , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Aged , Humans , Male , Middle Aged , Neoplasm Grading , Retrospective Studies
10.
World J Urol ; 39(6): 1911-1916, 2021 Jun.
Article in English | MEDLINE | ID: mdl-32737581

ABSTRACT

PURPOSE: To evaluate the clinical, pathological, and survival outcomes of bladder cancer in patients aged 18-40 years. METHODS: We identified 362,091 bladder cancer patients from the National Cancer Database between 2004-2013 and compared patients aged 18-40 years to those > 40 years of age with univariate analysis using Chi-square tests. A subset analysis was performed on patients who underwent cystectomy. Multivariable Cox regression was used for overall survival analysis. RESULTS: Our final analysis included 314,177 patients with 3314 (1.1%) patients aged 18-40 years. Patients aged 18-40 years had a lower male-to-female ratio (2.4 versus 3.0), a greater proportion of low-grade tumors (72.7% versus 48.3%, p < 0.001), non-muscle invasive tumors (90.3% versus 81.2%, p < 0.001), and variant histology (4.0% versus 3.3%, p < 0.001). Similar trends were observed at cystectomy including lower male-to-female ratio in the 18-40 years group (1.7 versus 3.1), a greater proportion of variant histology (25.0% versus 10.0%, p < 0.001); and 53.3% of those younger patients with variant histology were women. Patients aged 18-40 years who underwent cystectomy had a higher proportion of locally advanced disease (pT4 19.2% versus 14.6%, p = 0.004). Multivariable analyses in both cohorts demonstrated that variant histology was a predictor of worse overall survival. CONCLUSION: The majority of patients aged 18-40 years with bladder cancer present with low-grade, non-muscle-invasive disease associated with better survival. However, a subset of younger patients with a higher proportion of women presents with aggressive bladder cancer which may be partly explained by a higher prevalence of variant histology.


Subject(s)
Cystectomy , Urinary Bladder Neoplasms/mortality , Urinary Bladder Neoplasms/surgery , Adolescent , Adult , Databases, Factual , Female , Humans , Male , Retrospective Studies , Survival Rate , United States/epidemiology , Young Adult
11.
J Urol ; 210(1): 97-98, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37139610
13.
J Urol ; 194(1): 65-72, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25636659

ABSTRACT

PURPOSE: We evaluated the ability of PHI to discriminate aggressive prostate cancer from indolent or no cancer in a biopsy naïve population. MATERIALS AND METHODS: Two independent prospective cohorts of 561 and 395 subjects, respectively, with no prior prostate biopsy who were enrolled at different clinical sites were used to validate the results. We compared the diagnostic specificity of PHI to prebiopsy total and percent free prostate specific antigen using prostate biopsy results. We also determined the optimal PHI threshold to discriminate aggressive prostate cancer (Gleason score 7 or greater) from indolent or no prostate cancer (Gleason score 6 or less). RESULTS: In the primary cohort higher PHI values were significantly associated with Gleason score 7 or greater. The AUC to detect aggressive prostate cancer was 0.815. At 95% sensitivity PHI specificity was 36.0% vs 17.2% and 19.4% for total and percent free prostate specific antigen, respectively. At 95% sensitivity for detecting aggressive prostate cancer the optimal PHI cutoff was 24, which would help avoid 41% of unnecessary biopsies. A cutoff of 24 led to 36% biopsies avoided with few aggressive cancers missed. These results were confirmed in the validation cohort. CONCLUSIONS: The PHI detected aggressive prostate cancer with better specificity than total and percent free prostate specific antigen in a biopsy naïve population. It could be a useful tool to decrease unnecessary prostate biopsies.


Subject(s)
Health Status Indicators , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Biopsy , Humans , Male , Mathematical Concepts , Middle Aged , Prospective Studies , Prostate/pathology , Prostatic Neoplasms/pathology
14.
Urol Int ; 95(1): 72-8, 2015.
Article in English | MEDLINE | ID: mdl-25721803

ABSTRACT

INTRODUCTION: In this study we analyzed major histocompatibility complex class I (MHCI) expression as a potential prognostic immune marker for patients with clear cell renal cell carcinoma (ccRCC). PATIENTS AND METHODS: 34 patients with localized ccRCC (pT1-pT3) who had undergone nephrectomy and had at least 4 years of clinical follow-up data were included in the study. Immunohistochemical staining for MHCI was performed on tumor sections. An automated image analysis algorithm was applied to representative tumor areas to quantitate the proportion of stained pixels (positivity score = positive pixels/total pixels) on scanned digital slides. RESULTS: At the end of the study, the patients who were alive had increased MHCI expression (mean positivity score 0.80) compared to those who died of the disease (mean positivity score 0.53; p < 0.0001, t test). Patients who were alive with recurrence had increased MHCI expression (positivity score 0.81) compared to those who succumbed to their disease recurrence (positivity score 0.53; p < 0.0001, t test). Survival was higher among patients with high MHCI expression compared to patients with low MHCI expression (p < 0.0001, Mantel-Cox). CONCLUSIONS: With an automated high-throughput image analysis technique, this study shows that higher tumor cell MHCI expression promotes increased survival and reduced incidence of recurrence compared to patients with lower tumor cell MHCI expression.


Subject(s)
Biomarkers, Tumor/metabolism , Carcinoma, Renal Cell/immunology , Gene Expression Regulation, Neoplastic , Histocompatibility Antigens Class I , Kidney Neoplasms/immunology , Aged , Aged, 80 and over , Algorithms , Carcinoma, Renal Cell/diagnosis , Carcinoma, Renal Cell/pathology , Databases, Factual , Disease-Free Survival , Female , Follow-Up Studies , Humans , Image Processing, Computer-Assisted , Immunohistochemistry , Kidney Neoplasms/diagnosis , Kidney Neoplasms/pathology , Male , Middle Aged , Neoplasm Recurrence, Local , Neoplasm Staging , Nephrectomy , Prognosis , Proportional Hazards Models , Treatment Outcome
15.
J Natl Cancer Inst ; 2024 Jun 18.
Article in English | MEDLINE | ID: mdl-38889303

ABSTRACT

Deep learning (DL)-based algorithms to determine prostate cancer (PCa) Grade Group (GG) on biopsy slides have not been validated by comparison to clinical outcomes. We used a DL-based algorithm, AIRAProstate, to re-grade initial prostate biopsies in two independent PCa active surveillance (AS) cohorts. In a cohort initially diagnosed with GG1 PCa using only systematic biopsies (n = 138), upgrading of the initial biopsy to ≥GG2 by AIRAProstate was associated with rapid or extreme grade reclassification on AS (odds ratio 3.3, p = .04), whereas upgrading of the initial biopsy by contemporary uropathologist reviews was not associated with this outcome. In a contemporary validation cohort that underwent prostate magnetic resonance imaging before initial biopsy (n = 169), upgrading of the initial biopsy (all contemporary GG1 by uropathologist grading) by AIRAProstate was associated with grade reclassification on AS (hazard ratio 1.7, p = .03). These results demonstrate the utility of a DL-based grading algorithm in PCa risk stratification for AS.

16.
Urology ; 180: 194-199, 2023 Oct.
Article in English | MEDLINE | ID: mdl-37536582

ABSTRACT

OBJECTIVE: To determine whether radiological change on serial multiparametric magnetic resonance imaging scored using the Prostate Cancer Radiological Estimation of Change in Sequential Evaluation (PRECISE) Scoring system predicts grade reclassification (GR) at surveillance biopsy in men on active surveillance (AS) with Grade Group 1 (GG1) prostate cancer (PCa). METHODS: We retrospectively reviewed records of 255 men with low-risk PCa on AS with magnetic resonance imaging (MRI)-informed diagnostic and confirmatory biopsies and studied the subset who had surveillance biopsies (n = 163) within 6months of an interval MRI. RESULTS: We studied 309 PRECISE scores in 255 men. 14% demonstrated radiological progression (PRECISE 4-5) on interval MRI performed within 24months, compared to 34% of those whose interval MRI was performed at a >3-year interval (P = .002). 28% (46/163) of men undergoing surveillance biopsy experienced GR to ≥ GG2 PCa. There was no significant increase in the rate of GR with increasing PRECISE score (PRECISE 1-2: 24%, PRECISE 3: 23%, PRECISE 4-5: 38%; P = .11). There was a significant increase in the rate of GR with increasing PI-RADS score (P < .05). On multivariable analysis, a PI-RADS score of 4-5 was significantly associated with GR compared to men who had a highest PI-RADS ≤3 (OR=1.98 [95% CI: 1.45-3.09, P = .01]). CONCLUSION: In a low-risk AS cohort with limited follow-up, a patient's highest PI-RADS rather than their PRECISE score on interval MRI was predictive of GR on surveillance biopsy.

17.
Urol Oncol ; 41(11): 455.e1-455.e6, 2023 11.
Article in English | MEDLINE | ID: mdl-37722985

ABSTRACT

BACKGROUND: It is not known whether baseline prostate health index (PHI) at the initiation of active surveillance (AS) or repeated PHI testing during AS is of clinical value after confirmatory biopsy in AS men followed with multiparametric magnetic resonance imaging (mpMRI). METHODS: We identified 382 AS patients with no greater than Grade Group 1 (GG1) prostate cancer on diagnostic and confirmatory biopsy, at least one mpMRI and PHI test, of which 241 had at least 2 PHI tests. Grade reclassification (GR) was defined as ≥GG2 on surveillance biopsy. PHI risk categories 1 to 4 were as defined by the manufacturer. Associations between baseline PHI risk category or baseline PSA density (PSAD), change in PHI risk categories over time or PSAD changes over time and GR were evaluated with multivariable Cox proportional hazard regression models adjusted for age, Prostate Imaging-Reporting and Data System score and number of positive cores. RESULTS: Men with baseline PHI scores in the highest risk categories had lower rates of GR-free survival (log-rank P < 0.001), as did those who increased in PHI risk category or remained in a high PHI risk category during surveillance (log-rank P = 0.032). On multivariable regression, baseline PHI risk category was a predictor of GR (risk category 4 [vs. 1] hazard ratio [HR] 2.74, 95% confidence interval [CI] 1.32-5.66, P = 0.002, model C-index 0.764, Akaike Information Criterion [AIC] 797), as were PHI risk category changes over time (risk category 4 [vs. 1] HR 4.20, 95% CI 1.76-10.05, P = 0.002, C-index 0.759, AIC 489). Separate models with baseline PSAD and PSAD changes over time yielded C-indices of 0.709 (AIC 809) and 0.733 (AIC 495) respectively. CONCLUSIONS: Baseline PHI risk category and PHI changes over time were both independent predictors of GR after confirmatory biopsy, but the added benefit over PSAD seemed modest. However, baseline PHI and PHI risk category changes provided clinically useful risk stratification for time to GR, so further evaluation of PHI's ability to help reduce the frequency of mpMRI and/or surveillance biopsies with more PHI data points over time may be warranted.


Subject(s)
Multiparametric Magnetic Resonance Imaging , Prostatic Neoplasms , Male , Humans , Prostate/pathology , Watchful Waiting/methods , Prostatic Neoplasms/pathology , Prostate-Specific Antigen , Biopsy , Magnetic Resonance Imaging/methods
18.
Urol Case Rep ; 43: 102096, 2022 Jul.
Article in English | MEDLINE | ID: mdl-35520026

ABSTRACT

Primary mesonephric adenocarcinoma of the bladder is a very rare lesion. Only 9 cases have been reported since 1968, when it was first described. Due to its morphological diversity and variable immunohistochemical profile, mesonephric adenocarcinoma presents a diagnostic challenge, especially when seen in male patients, due to the rarity this entity in men. Here we present a rare case of a 63-year-old man who was found to have a bladder tumor and diagnosed with mesonephric adenocarcinoma of the bladder.

19.
Nat Rev Urol ; 19(12): 708-726, 2022 12.
Article in English | MEDLINE | ID: mdl-36168057

ABSTRACT

In order to proliferate in unfavourable conditions, cancer cells can take advantage of the naturally occurring endoplasmic reticulum-associated unfolded protein response (UPR) via three highly conserved signalling arms: IRE1α, PERK and ATF6. All three arms of the UPR have key roles in every step of tumour progression: from cancer initiation to tumour growth, invasion, metastasis and resistance to therapy. At present, no cure for metastatic prostate cancer exists, as targeting the androgen receptor eventually results in treatment resistance. New research has uncovered an important role for the UPR in prostate cancer tumorigenesis and crosstalk between the UPR and androgen receptor signalling pathways. With an improved understanding of the mechanisms by which cancer cells exploit the endoplasmic reticulum stress response, targetable points of vulnerability can be uncovered.


Subject(s)
Endoplasmic Reticulum Stress , Prostatic Neoplasms , Male , Humans , Endoplasmic Reticulum Stress/physiology , Endoribonucleases/metabolism , Protein Serine-Threonine Kinases/genetics , Receptors, Androgen , Prostatic Neoplasms/genetics
20.
Adv Radiat Oncol ; 7(5): 100941, 2022.
Article in English | MEDLINE | ID: mdl-35847550

ABSTRACT

Background: Enzalutamide is an antiandrogen used to treat both metastatic and nonmetastatic prostate cancer. Here we present results from a phase 2 trial designed to determine the safety, tolerability, and efficacy of adding enzalutamide to standard androgen deprivation therapy with radiation therapy in high-risk localized or regional, nonmetastatic patients with prostate cancer. Methods and Materials: Enrollment criteria included at least 2 of the following: stage cT3a/b, prostate specific antigen (PSA) ≥20 ng/mL, Gleason grade 8 to 10, ≥33% core involvement on biopsy, or pelvic lymph node involvement on computed tomography or magnetic resonance imaging. Patients with metastatic disease were excluded. All patients received 24 months of leuprolide and enzalutamide, and 5 weeks of intensity modulated radiation therapy followed by a brachytherapy boost. Adverse events (AE), PSA, testosterone, and basic laboratory tests were then followed for up to 36 months. Primary outcomes were safety and tolerability and PSA complete response rate (PSA-CR, defined as PSA ≤0.3). Secondary outcomes included time to biochemical recurrence (BCR; nadir + 2 ng/mL). Results: Sixteen patients were enrolled; 2 were ineligible and 3 withdrew before starting treatment. Median age at enrollment was 69.0 years (interquartile range [IQR] 11.5). Median treatment duration was 24.0 months (IQR 11.9). Median follow-up time was 35.5 months (IQR 11.2), and 9 of 11 (81.8%) patients completed the 36 months of follow-up. One of 11 (9%) patients had grade 4 AE (seizure), and no grade 5 AE were reported. Four of 11 (36.4%) patients had grade 3 AE, such as erectile dysfunction and hot flashes. All patients achieved PSA-CR, and median time to PSA-CR was 4.2 months (IQR 1.4). At 24 months follow-up, 0 of 11 (0%) patients had a biochemical recurrence. At 36 months, 1 of 9 (11.1%) patient had a biochemical recurrence. Of note, this patient did not complete the full 24 months of enzalutamide and leuprolide due to AEs. Conclusions: Enzalutamide in combination with standard androgen deprivation therapy and radiation therapy was well-tolerated and effective warranting further study in a randomized controlled trial.

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