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Stroomberg HV, Larsen SB, Kjær Nielsen T, Helgstrand JT, Brasso K, Røder A. Outcomes of Biopsy Grade Group 1 Prostate Cancer Diagnosis in the Danish Population. Eur Urol Oncol 2024; 7:770-777. [PMID: 37884421 DOI: 10.1016/j.euo.2023.10.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Revised: 09/22/2023] [Accepted: 10/06/2023] [Indexed: 10/28/2023]
Abstract
BACKGROUND Debate regarding a nomenclature change for grade group 1 (GG 1) prostate cancer to noncancer has been revived, as this could be a powerful tool in reducing the overtreatment of indolent disease. OBJECTIVE To describe outcomes for all men diagnosed with GG 1 prostate cancer in the Danish population, with a focus on men followed conservatively. DESIGN, SETTING, AND PARTICIPANTS This was a population-based observational study using data from the Danish Prostate Registry. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS We measured the cumulative incidence of curative treatment, endocrine treatment, and cause-specific mortality. RESULTS AND LIMITATIONS The cumulative incidence of endocrine therapy at 10 yr was 5.3% (95% confidence interval [CI] 4.3-6.3%) for men with initial active surveillance and 21% (95% CI 19-23%) for men with initial watchful waiting for localized GG 1. In the GG1 cohort, the prostate cancer-specific mortality rate at 15 yr was 14% (95 CI% 11-16%) for men on watchful waiting, 10% (95 CI% 6.7-14%) for men with prostate-specific antigen <10 ng/ml on watchful waiting, and 16% (95 CI% 13-19%) for men who did not receive curative-intent treatment or histological assessment. The study is limited by the historic nature of the observations over a period during which diagnostic procedures and treatments have evolved. CONCLUSIONS GG 1 cancer can lead to disease-specific mortality in men with localized prostate cancer, and changing the nomenclature for all men may lead to undertreatment. PATIENT SUMMARY Key opinion leaders have suggested that prostate cancers of Gleason grade group 1 (GG 1) should be renamed as noncancer to reduce overtreatment. The argument is that low-grade cancer does not metastasize. However, our nationwide population-based study showed that death from prostate cancer can occur in some men diagnosed with GG 1 disease. These men should be considered in discussions on changing the name for GG 1 prostate cancer.
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Affiliation(s)
- Hein V Stroomberg
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Section of Biostatistics, Department of Public Health, University of Copenhagen, Copenhagen, Denmark.
| | - Signe Benzon Larsen
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Survivorship and Inequality in Cancer, Danish Cancer Society Research Centre, Copenhagen, Denmark; Section of Epidemiology, Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Torben Kjær Nielsen
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - J Thomas Helgstrand
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Klaus Brasso
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Andreas Røder
- Copenhagen Prostate Cancer Center, Department of Urology, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark; Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Wong PF, McNeil C, Wang Y, Paparian J, Santori C, Gutierrez M, Homyk A, Nagpal K, Jaroensri T, Wulczyn E, Yoshitake T, Sigman J, Steiner DF, Rao S, Cameron Chen PH, Restorick L, Roy J, Cimermancic P. Clinical-Grade Validation of an Autofluorescence Virtual Staining System With Human Experts and a Deep Learning System for Prostate Cancer. Mod Pathol 2024; 37:100573. [PMID: 39069201 DOI: 10.1016/j.modpat.2024.100573] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 07/03/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
The tissue diagnosis of adenocarcinoma and intraductal carcinoma of the prostate includes Gleason grading of tumor morphology on the hematoxylin and eosin stain and immunohistochemistry markers on the prostatic intraepithelial neoplasia-4 stain (CK5/6, P63, and AMACR). In this work, we create an automated system for producing both virtual hematoxylin and eosin and prostatic intraepithelial neoplasia-4 immunohistochemistry stains from unstained prostate tissue using a high-throughput hyperspectral fluorescence microscope and artificial intelligence and machine learning. We demonstrate that the virtual stainer models can produce high-quality images suitable for diagnosis by genitourinary pathologists. Specifically, we validate our system through extensive human review and computational analysis, using a previously validated Gleason scoring model, and an expert panel, on a large data set of test slides. This study extends our previous work on virtual staining from autofluorescence, demonstrates the clinical utility of this technology for prostate cancer, and exemplifies a rigorous standard of qualitative and quantitative evaluation for digital pathology.
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Affiliation(s)
- Pok Fai Wong
- Verily Life Sciences LLC, San Francisco, California
| | - Carson McNeil
- Verily Life Sciences LLC, San Francisco, California.
| | - Yang Wang
- Verily Life Sciences LLC, San Francisco, California.
| | | | | | | | - Andrew Homyk
- Verily Life Sciences LLC, San Francisco, California
| | | | | | | | | | - Julia Sigman
- Verily Life Sciences LLC, San Francisco, California
| | | | - Sudha Rao
- Verily Life Sciences LLC, San Francisco, California
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Gallo G, Lombardo R, De Nunzio C. Re: Hein V. Stroomberg, Signe Benzon Larsen, Torben Kjær Nielsen, J. Thomas Helgstrand, Klaus Brasso, Andreas Røder. Outcomes of Biopsy Grade Group 1 Prostate Cancer Diagnosis in the Danish Population. Eur Urol Oncol. In press. https://doi.org/10.1016/j.euo.2023.10.005. Eur Urol Oncol 2024; 7:646-647. [PMID: 38290922 DOI: 10.1016/j.euo.2023.12.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2023] [Accepted: 12/22/2023] [Indexed: 02/01/2024]
Affiliation(s)
- Giacomo Gallo
- Department of Urology, Sapienza University of Rome, Rome, Italy.
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Berlin A, Ramotar M, Santiago AT, Liu Z, Li J, Wolinsky H, Wallis CJD, Chua MLK, Paner GP, van der Kwast T, Cooperberg MR, Vickers AJ, Urbach DR, Eggener SE. The influence of the "cancer" label on perceptions and management decisions for low-grade prostate cancer. J Natl Cancer Inst 2023; 115:1364-1373. [PMID: 37285311 PMCID: PMC10637044 DOI: 10.1093/jnci/djad108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 06/01/2023] [Accepted: 06/05/2023] [Indexed: 06/09/2023] Open
Abstract
BACKGROUND Grade Group 1 (GG1) prostate cancer should be managed with active surveillance (AS). Global uptake of AS remains disappointingly slow and heterogeneous. Removal of cancer labels has been proposed to reduce GG1 overtreatment. We sought to determine the impact of GG1 disease terminology on individual's perceptions and decision making. METHODS Discrete choice experiments were conducted on 3 cohorts: healthy men, canonical partners (partners), and patients with GG1 (patients). Participants reported preferences in a series of vignettes with 2 scenarios each, permuting key opinion leader-endorsed descriptors: biopsy (adenocarcinoma, acinar neoplasm, prostatic acinar neoplasm of low malignant potential [PAN-LMP], prostatic acinar neoplasm of uncertain malignant potential), disease (cancer, neoplasm, tumor, growth), management decision (treatment, AS), and recurrence risk (6%, 3%, 1%, <1%). Influence on scenario selection were estimated by conditional logit models and marginal rates of substitution. Two additional validation vignettes with scenarios portraying identical descriptors except the management options were embedded into the discrete choice experiments. RESULTS Across cohorts (194 healthy men, 159 partners, and 159 patients), noncancer labels PAN-LMP or prostatic acinar neoplasm of uncertain malignant potential and neoplasm, tumor, or growth were favored over adenocarcinoma and cancer (P < .01), respectively. Switching adenocarcinoma and cancer labels to PAN-LMP and growth, respectively, increased AS choice by up to 17%: healthy men (15%, 95% confidence interval [CI] = 10% to 20%, from 76% to 91%, P < .001), partners (17%, 95% CI = 12% to 24%, from 65% to 82%, P < .001), and patients (7%, 95% CI = 4% to 12%, from 75% to 82%, P = .063). The main limitation is the theoretical nature of questions perhaps leading to less realistic choices. CONCLUSIONS "Cancer" labels negatively affect perceptions and decision making regarding GG1. Relabeling (ie, avoiding word "cancer") increases proclivity for AS and would likely improve public health.
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Affiliation(s)
- Alejandro Berlin
- Department of Radiation Oncology, University of Toronto; Radiation Medicine Program, Princess Margaret Cancer Centre; TECHNA Institute, University Health Network, Toronto, ON, Canada
| | - Matthew Ramotar
- Department of Radiation Oncology, University of Toronto; Radiation Medicine Program, Princess Margaret Cancer Centre; TECHNA Institute, University Health Network, Toronto, ON, Canada
| | - Anna T Santiago
- Department of Biostatistics, Princess Margaret Cancer Centre; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Zhihui Liu
- Department of Biostatistics, Princess Margaret Cancer Centre; Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Joyce Li
- The University of Western Ontario, London, ON, Canada
| | - Howard Wolinsky
- AnCan Active Surveillance Virtual Support Group; The Active Surveillor Newsletter, Chicago, IL, USA
| | - Christopher J D Wallis
- Division of Urology, Department of Surgery, University of Toronto, Mount Sinai Hospital, and University Hospital Network, Toronto, ON, Canada
| | - Melvin L K Chua
- Divisions of Radiation Oncology and Medical Sciences, National Cancer Centre Singapore; Oncology Academic Programme, Duke-NUS Medical School, Singapore
| | - Gladell P Paner
- Departments of Pathology and Surgery, University of Chicago. Chicago, IL, USA
| | | | - Matthew R Cooperberg
- Departments of Urology and Epidemiology and Biostatistics, University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA
| | - Andrew J Vickers
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - David R Urbach
- Institute for Clinical Evaluative Sciences (ICES), Department of Surgery, University of Toronto; Perioperative Services, Women’s College Hospital and Research Institute, Toronto, ON, Canada
| | - Scott E Eggener
- Section of Urology, Department of Surgery, The University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
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Lupold SE, Isaacs WB, Luo J. Aggravated Androgen Receptor Activity in Otherwise Indolent Prostate Cancer. Eur Urol 2023; 84:461-462. [PMID: 37635043 DOI: 10.1016/j.eururo.2023.08.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Accepted: 08/09/2023] [Indexed: 08/29/2023]
Affiliation(s)
- Shawn E Lupold
- The James Buchanan Brady Urological Institute and Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| | - William B Isaacs
- The James Buchanan Brady Urological Institute and Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jun Luo
- The James Buchanan Brady Urological Institute and Department of Urology, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Vickers AJ, Cooperberg MR, Eggener SE. Removing the Designation of Cancer from Grade Group 1 Disease Will Do More Good than Harm. Eur Urol 2023; 83:304-306. [PMID: 36280498 DOI: 10.1016/j.eururo.2022.10.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 10/05/2022] [Indexed: 11/04/2022]
Affiliation(s)
- Andrew J Vickers
- Department of Epidemiology & Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Matthew R Cooperberg
- Department of Urology, University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA; Department of Epidemiology & Biostatistics, University of California San Francisco Comprehensive Cancer Center, San Francisco, CA, USA
| | - Scott E Eggener
- Section of Urology, Department of Surgery, The University of Chicago Comprehensive Cancer Center, Chicago, IL, USA
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Re: George J. Netto, Mahul B. Amin, Eva M. Compérat, et al. Prostate Adenocarcinoma Grade Group 1: Rationale for Retaining a Cancer Label in the 2022 World Health Organization Classification. Eur Urol. In press. https://doi.org/ 10.1016/j.eururo.2022.09.015. Eur Urol 2023; 83:e84-e86. [PMID: 36517350 DOI: 10.1016/j.eururo.2022.11.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2022] [Accepted: 11/11/2022] [Indexed: 12/15/2022]
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