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Emegano DI, Mustapha MT, Ozsahin DU, Ozsahin I, Uzun B. Histopathology-Based Prostate Cancer Classification Using ResNet: A Comprehensive Deep Learning Analysis. JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2025:10.1007/s10278-025-01543-1. [PMID: 40394318 DOI: 10.1007/s10278-025-01543-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 05/05/2025] [Accepted: 05/05/2025] [Indexed: 05/22/2025]
Abstract
Prostate cancer is the most prevalent solid tumor in males and one of the most common causes of male mortality. It is the most common type of cancer in men, a major global public health issue, and accounts for up to 7.3% of all male cancer diagnoses worldwide. To optimize patient outcomes and ensure therapeutic success, an accurate diagnosis must be made promptly. To achieve this, we focused on using ResNet50, a convolutional neural network (CNN) architecture, to analyze prostate histological images to classify prostate cancer. ResNet50, due to its efficiency in medical image classification, was used to classify the histological images as benign or malignant. In this study, a total of 1276 prostate biopsy images were used on the ResNet50 model. We employed evaluation metrics such as accuracy, precision, recall, and F1 score. The results showed that the ResNet50 model performed excellently with an overall accuracy of 0.98, 1.00 as precision, 0.98 as recall, and 0.97 as F1 score for benign. The malignant histological image has 0.99, 0.98, and 0.97 as precision, recall, and F1 scores. It also recorded a 95% confidence interval (CI) for accuracy as (0.91, 1.00) and a performance gain of 4.26% compared to MobileNet and CNN-RNN. The result of our model was also compared with the state-of-the-art (SOTA) DL models to ensure robustness. This study has demonstrated the potential of the ResNet50 model in the classification of prostate cancer. Again, the clinical integration of the results of this study will aid decision-makers in enhancing patient outcomes.
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Affiliation(s)
- Declan Ikechukwu Emegano
- Operational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey.
- Department of Biomedical Engineering, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey.
| | - Mubarak Taiwo Mustapha
- Operational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey
| | - Dilber Uzun Ozsahin
- Operational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey
- Department of Medical Diagnostic Imaging, College of Health Science, University of Sharjah, Sharjah, UAE
- Research Institute for Medical and Health Sciences, University of Sharjah, Sharjah, UAE
| | - Ilker Ozsahin
- Operational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey
| | - Berna Uzun
- Operational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey.
- Department of Mathematics, Near East University, Nicosia/TRNC, 99138, Mersin 10, Turkey.
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Carlsson SV, Barata PC, Bryce AH, George DJ, Gillessen S, Loeb S, Montgomery B, Morris D, Riaz IB, Palapattu G, Schoen MW, Washington Iii SL, Cornell B, Levine R, Aggarwal P, McGowan T, Cotter M, Thompson B, Devgan G, Russell D, Kuperman G, Lenero E, Iwata K, Miyahira AK, Soule HR, Carithers G, Oh WK, Agarwal N. Prostate Cancer Foundation White Paper on Combination Therapy for Metastatic Hormone-Sensitive Prostate Cancer. JCO Oncol Pract 2025:OP2500050. [PMID: 40315399 DOI: 10.1200/op-25-00050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2025] [Revised: 02/22/2025] [Accepted: 03/19/2025] [Indexed: 05/04/2025] Open
Abstract
Despite several randomized controlled trials demonstrating the benefits of combination therapies for metastatic hormone-sensitive prostate cancer (mHSPC), a significant treatment gap persists. This initiative by the Prostate Cancer Foundation (PCF) convened stakeholders from academia, community practices, industry, and patient advocacy groups to address critical challenges in mHSPC care. Expert discussions and a review of real-world evidence and meta-analyses informed the development of strategies to improve care delivery. Evaluation of the data from global registries, such as IRONMAN, and large community databases was used to assess treatment utilization patterns and disparities. Combination therapies with two agents-androgen deprivation therapy (ADT) plus an androgen receptor pathway inhibitor (ARPI)-or three agents-ADT + ARPI + docetaxel-demonstrate significant survival improvements while preserving quality of life for patients with mHSPC, yet adoption remains inconsistent. Of the eligible patients, 20%-60% remain undertreated, with geographic, financial, and systemic barriers contributing to inconsistencies in care. Younger, White, urban-dwelling patients with fewer comorbidities are more likely to receive combination treatment, highlighting disparities across populations. Meta-analyses identified a lack of standardization due to varying inclusion criteria and comparators across trials. Real-world evidence underscored disparities influenced by geographic location, practice type, and access to specialty care. Initiatives such as the PANTHER study highlight improved outcomes in Black patients treated with combination therapies, emphasizing the importance of including diverse populations in clinical trials. To bridge gaps in care, this initiative prioritizes awareness, standardization, and equitable access to evidence-based therapies. Proposed solutions include targeted knowledge dissemination strategies, development of educational resources, and advocacy for policy changes to promote guideline-concordant care. By leveraging collaborative efforts, organizations, including PCF, can contribute to enhancing survival outcomes and quality of life for all patients with mHSPC.
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Affiliation(s)
- Sigrid V Carlsson
- Department of Surgery (Urology Service), Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
- Department of Translational Medicine, Division of Urological Cancers, Medical Faculty, Lund University, Lund, Sweden
| | - Pedro C Barata
- University Hospitals Seidman Cancer Center, Case Western Reserve University, Cleveland, OH
| | - Alan H Bryce
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Goodyear, AZ
| | - Daniel J George
- Department of Medicine, Duke University Medical Center, Durham, NC
| | - Silke Gillessen
- Oncology Institute of Southern Switzerland, EOC, Bellinzona, Switzerland
- Università della Svizzera Italia, Faculty of Biosciences, Lugano, Switzerland
| | - Stacy Loeb
- Department of Urology and Population Health, New York University Langone Health and Manhattan Veterans Affairs, New York, NY
| | - Bruce Montgomery
- Department of Medicine, University of Washington School of Medicine, Fred Hutchinson Cancer Center, VA Puget Sound, Seattle, WA
| | | | - Irbaz Bin Riaz
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA
| | | | - Martin W Schoen
- Department of Medicine, Saint Louis University School of Medicine, VA St Louis Healthcare System, St Louis, MO
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - William K Oh
- Division of Medical Oncology, Yale Cancer Center, Yale School of Medicine, New Haven, CT
| | - Neeraj Agarwal
- Division of Medical Oncology, Department of Internal Medicine, Huntsman Cancer Institute, University of Utah, Salt Lake City, UT
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Abstract
Importance Prostate cancer is the most common nonskin cancer in men in the US, with an estimated 299 010 new cases and 35 250 deaths in 2024. Prostate cancer is the second most common cancer in men worldwide, with 1 466 680 new cases and 396 792 deaths in 2022. Observations The most common type of prostate cancer is adenocarcinoma (≥99%), and the median age at diagnosis is 67 years. More than 50% of prostate cancer risk is attributable to genetic factors; older age and Black race (annual incidence rate, 173.0 cases per 100 000 Black men vs 97.1 cases per 100 000 White men) are also strong risk factors. Recent guidelines encourage shared decision-making for prostate-specific antigen (PSA) screening. At diagnosis, approximately 75% of patients have cancer localized to the prostate, which is associated with a 5-year survival rate of nearly 100%. Based on risk stratification that incorporates life expectancy, tumor grade (Gleason score), tumor size, and PSA level, one-third of patients with localized prostate cancer are appropriate for active surveillance with serial PSA measurements, prostate biopsies, or magnetic resonance imaging, and initiation of treatment if the Gleason score or tumor stage increases. For patients with higher-risk disease, radiation therapy or radical prostatectomy are reasonable options; treatment decision-making should include consideration of adverse events and comorbidities. Despite definitive therapy, 2% to 56% of men with localized disease develop distant metastases, depending on tumor risk factors. At presentation, approximately 14% of patients have metastases to regional lymph nodes. An additional 10% of men have distant metastases that are associated with a 5-year survival rate of 37%. Treatment of metastatic prostate cancer primarily relies on androgen deprivation therapy, most commonly through medical castration with gonadotropin-releasing hormone agonists. For patients with newly diagnosed metastatic prostate cancer, the addition of androgen receptor pathway inhibitors (eg, darolutamide, abiraterone) improves survival. Use of abiraterone improved the median overall survival from 36.5 months to 53.3 months (hazard ratio, 0.66 [95% CI, 0.56-0.78]) compared with medical castration alone. Chemotherapy (docetaxel) may be considered, especially for patients with more extensive disease. Conclusions and Relevance Approximately 1.5 million new cases of prostate cancer are diagnosed annually worldwide. Approximately 75% of patients present with cancer localized to the prostate, which is associated with a 5-year survival rate of nearly 100%. Management includes active surveillance, prostatectomy, or radiation therapy, depending on risk of progression. Approximately 10% of patients present with metastatic prostate cancer, which has a 5-year survival rate of 37%. First-line therapies for metastatic prostate cancer include androgen deprivation and novel androgen receptor pathway inhibitors, and chemotherapy for appropriate patients.
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Affiliation(s)
- Ruben Raychaudhuri
- Department of Medicine, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
| | - Daniel W Lin
- Department of Urology, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
| | - R Bruce Montgomery
- Department of Medicine, University of Washington, Seattle
- Fred Hutchinson Cancer Center, Seattle, Washington
- VA Puget Sound Health Care System, Seattle, Washington
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4
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Lawrence WR, Freedman ND, McGee-Avila JK, Hong HG, Gomez SL, Loehrer AP, Beyer KMM, Zhou Y, Magnani JW, Neighbors HW, Johnson JA, Lin Z, Davidoff AJ, Llanos AAM, Shiels MS. Contemporary neighborhood redlining and racial mortgage lending bias and disparities in prostate cancer survival. Cancer 2025; 131:e35850. [PMID: 40233138 PMCID: PMC12001745 DOI: 10.1002/cncr.35850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 02/04/2025] [Accepted: 03/12/2025] [Indexed: 04/17/2025]
Abstract
BACKGROUND Mortgage lending bias is a critical driver of residential segregation, and may contribute to disparities in cancer survival. This study investigated the association between contemporary redlining and racial lending bias and prostate cancer survival. METHODS This cohort study used a Surveillance, Epidemiology, and End Results-Medicare database that included 34,163 Black and White men diagnosed with prostate cancer between 2010 and 2013. Home Mortgage Disclosure Act data were used to calculate the census-tract redlining index (the systematic denial of mortgages based on property location) and racial lending bias index (the systematic denial of a mortgage application for a Black applicant compared with a White applicant in the local area). Both indices were assessed continuously and categorically (low, moderate, or high). Multivariable-adjusted Cox models were used to estimate hazard ratios (HRs) for prostate cancer-specific and all-cause mortality. RESULTS Overall, as the redlining index increased, men experienced poorer prostate cancer survival. Compared to men residing in low-redlined neighborhoods, those in high-redlined neighborhoods had an increased risk of prostate cancer-specific mortality (HR, 1.21; 95% confidence interval [CI], 1.03-1.42) and all-cause mortality (HR, 1.25; 95% CI, 1.17-1.34). Similar results were observed for redlining in a race-stratified analysis among Black and White men. Among White men, compared with those residing in low racial lending bias neighborhoods, those in high racial lending bias neighborhoods had an increased all-cause mortality risk (HR, 1.11; 95% CI, 1.03-1.21). CONCLUSIONS Contemporary redlining was associated with poorer prostate cancer survival in the overall population. However, an association between racial lending bias and elevated mortality was only observed among White men. Findings suggest that mortgage lending discrimination may contribute to disparities in prostate cancer survival.
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Affiliation(s)
- Wayne R. Lawrence
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Neal D. Freedman
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
- Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Jennifer K. McGee-Avila
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
- Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Hyokyoung G. Hong
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Scarlett L. Gomez
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Andrew P. Loehrer
- Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Dartmouth Cancer Center, Lebanon, NH, USA
- Department of Surgery, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- The Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, NH, USA
| | - Kirsten M. M. Beyer
- Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Yuhong Zhou
- Institute for Health & Equity, Medical College of Wisconsin, Milwaukee, WI, USA
| | - Jared W. Magnani
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Heart and Vascular Institute, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
- Department of Epidemiology, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, PA, USA
| | - Harold W. Neighbors
- Health Behavior and Health Education, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Jarrett A. Johnson
- Division of Community Health and Population Science, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Ziqiang Lin
- Department of Preventive Medicine, School of Medicine, Jinan University, Guangzhou, China
| | - Amy J. Davidoff
- Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
| | - Adana A. M. Llanos
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY, USA
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA
| | - Meredith S. Shiels
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, National Institutes of Health, Rockville, MD, USA
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5
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Leger P, Frencher S, Nauseef JT, Jones B, Bilen MA, Brown A, Ullah A, McDevitt S, Tsao CK. A multi-perspective study assessing Black and African American participation barriers in prostate cancer clinical trials. Future Oncol 2025; 21:967-973. [PMID: 39992723 PMCID: PMC11938956 DOI: 10.1080/14796694.2025.2467519] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Accepted: 02/12/2025] [Indexed: 02/26/2025] Open
Abstract
AIMS This study aimed to partner with patients, advocates, and physicians to better understand the barriers that exist for Black and African Americans to enroll in prostate cancer (PCa) clinical trials. PATIENTS & METHODS Through moderated discussions with patients, advocates, and physicians, we identified potential opportunities to increase the enrollment of underrepresented patients in PCa clinical trials. RESULTS We identified key barriers to Black and African American enrollment in PCa clinical trials that were shared by all groups but also identified group-specific barriers. We developed recommendations based on key themes that have the potential to increase the enrollment of Black and African Americans in PCa clinical trials. CONCLUSIONS While racial diversity in PCa clinical trials remains an unsolved problem, there are significant opportunities to better address this unmet need. Through a multi-perspective approach to identify key barriers that limit Black and African American enrollment in PCa clinical trials, we developed recommendations for both sponsors and clinical trial sites to increase diverse patient enrollment in PCa clinical trials, with a focus on employing practical strategies.
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Affiliation(s)
- Paul Leger
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University Medical Center, Washington, DC, USA
| | - Stanley Frencher
- Department of Urology, David Geffen School of Medicine, University of California, MLK Jr. Community Health, Los Angeles, CA, USA
| | - Jones T. Nauseef
- Division of Hematology and Medical Oncology, Weill Cornell Medicine, New York, NY, USA
| | - Brian Jones
- Pennsylvania Prostate Cancer Coalition, Harrisburg, PA, USA
| | - Mehmet A. Bilen
- Department of Hematology and Medical Oncology, Genitourinary Medical Oncology Program Winship Cancer Institute of Emory University, Atlanta, GA, USA
| | - Alan Brown
- Advocate Radiation Oncology, Fort Myers, FL, USA
| | - Aminha Ullah
- Bayer Healthcare Pharmaceuticals, Whippany, NJ, USA
| | | | - Che-Kai Tsao
- Tisch Cancer Institute, Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA
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6
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Dee EC, Todd R, Ng K, Aidoo-Micah G, Amen TB, Moon Z, Vince R, Muralidhar V, Mutsvangwa K, Funston G, Mounce LTA, Pintus E, Yamoah K, Spratt DE, Mahal BA, Shamash J, Horne R, Nguyen PL. Racial disparities in prostate cancer in the UK and the USA: similarities, differences and steps forwards. Nat Rev Urol 2025; 22:223-234. [PMID: 39424981 DOI: 10.1038/s41585-024-00948-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/10/2024] [Indexed: 10/21/2024]
Abstract
In the USA, Black men are approximately twice as likely to be diagnosed with and to die of prostate cancer than white men. In the UK, despite Black men having vastly different ancestral contexts and health-care systems from Black men in the USA, the lifetime risk of being diagnosed with prostate cancer is two-to-three times higher among Black British men than among white British men and Black British men are twice as likely to die of prostate cancer as white British men. Examination of racial disparities in prostate cancer in the USA and UK highlights systemic, socio-economic and sociocultural factors that might contribute to these differences. Variation by ancestry could affect incidence and tumour genomics. Disparities in incidence might also be affected by screening guidelines and access to and uptake of screening. Disparities in treatment access, continuity of care and outcomes could contribute to survival differences. In both localized and metastatic settings, equal access could diminish the observed disparities in both the USA and the UK. An understanding of behavioural medicine, especially an appreciation of cultural beliefs about illness and treatment, could inform and improve the ways in which health systems can engage with and deliver care to patients in minoritized groups affected by prostate cancer. Methods of promoting equity include targeting systemic barriers including systemic racism, proportional recruitment of patients into clinical trials, diversifying the health-care workforce and facilitating care informed by cultural humility. Actively engaging patients and communities in research and intervention might enable the translation of research into increasingly equitable care for patients with prostate cancer in the UK, the USA and globally.
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Affiliation(s)
- Edward Christopher Dee
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA.
| | - Rebecca Todd
- Department of Practice and Policy, Centre for Behavioural Medicine, University College London School of Pharmacy, London, UK
| | - Kenrick Ng
- Department of Medical Oncology, Barts Cancer Centre, London, UK
| | - Gloryanne Aidoo-Micah
- Department of Medical Oncology, Royal Free Hospital NHS Foundation Trust, London, UK
| | - Troy B Amen
- Department of Orthopedic Surgery, Hospital for Special Surgery, New York, NY, USA
| | - Zoe Moon
- Department of Practice and Policy, Centre for Behavioural Medicine, University College London School of Pharmacy, London, UK
| | - Randy Vince
- Case Western Reserve University, University Hospital Urology Institute, Cleveland, OH, USA
| | - Vinayak Muralidhar
- Department of Radiation Oncology, Kaiser Permanente Northwest, Portland, OR, USA
| | | | - Garth Funston
- Centre for Cancer Screening, Prevention and Early Diagnosis, Queen Mary University of London, London, UK
| | - Luke T A Mounce
- Department of Health and Community Sciences, University of Exeter, St Luke's Campus, Heavitree Road, Exeter, UK
| | - Elias Pintus
- Guy's Cancer Centre, Guy's and St Thomas' NHS Foundation Trust, Great Maze Pond, London, UK
| | - Kosj Yamoah
- Department of Radiation Oncology, H. Lee Moffitt Cancer Center & Research Institutes, Tampa, FL, USA
| | - Daniel E Spratt
- Department of Radiation Oncology, Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, OH, USA
| | - Brandon A Mahal
- Department of Radiation Oncology, University of Miami Miller School of Medicine, Miami, FL, USA
| | | | - Robert Horne
- Department of Practice and Policy, Centre for Behavioural Medicine, University College London School of Pharmacy, London, UK
| | - Paul L Nguyen
- Department of Radiation Oncology, Dana-Farber Cancer Institute/Harvard Cancer Center, Boston, MA, USA
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7
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Chung DH, Caverly TJ, Schipper MJ, Hofer TP, Gulati R, Rose BS, Caram MEV, Tsao PA, Stensland KD, Elliott D, Saini SD, Bryant AK. Prostate Cancer Mortality in Men Aged 70 Years Who Recently Underwent Prostate-Specific Antigen Screening. JAMA Netw Open 2025; 8:e2459766. [PMID: 39951264 PMCID: PMC11829239 DOI: 10.1001/jamanetworkopen.2024.59766] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2024] [Accepted: 12/09/2024] [Indexed: 02/17/2025] Open
Abstract
Importance Continuing prostate-specific antigen (PSA) screening after age 70 years might benefit men at high risk of prostate cancer-specific mortality (PCSM) or metastatic prostate cancer (mPCa), but the relative value of clinical factors (race and ethnicity, competing mortality, and PSA history) in identifying men at higher vs lower risk is unknown. Objective To examine the value of PSA levels, race and ethnicity, and competing mortality in risk stratification for PCSM and mPCa in men after age 70 years. Design, Setting, and Participants In this cohort study, clinical data of all men receiving health care through the Veterans Health Administration who turned age 70 years between 2008 and 2020 and had a normal screening PSA value between age 65 and 69 years (<4 ng/mL [baseline PSA]) and no prior history of prostate cancer or biopsy were examined. The data cutoff date was December 26, 2023. Exposure The most recent screening PSA value from age 65 to 69 years, self-reported race and ethnicity, and competing mortality risk derived from a machine learning model. Main Outcome and Measures The 10-year absolute risk of PCSM and mPCa were determined using regression modeling. Results The cohort included 921 609 men who turned 70 years between 2008 and 2020; 11% of whom self-reported as Black and 82% as White race. Between age 65 and 70 years, 45% of patients had a baseline PSA of less than 1.00 ng/mL, and 32% had a baseline PSA of 1.00 to 1.99 ng/mL. Most patients (87%) continued to undergo screening past age 70 years, with little variation by competing mortality risk or race and ethnicity. The 10-year cumulative incidence of PCSM was 0.26% overall, and 95% of men had a 10-year risk less than 0.73%. Higher baseline PSA level between age 65 and 69 years was associated with 10-year PCSM risk (0.79% for 3.00-3.99 ng/mL vs 0.10% for 0.20-0.99 ng/mL), race and ethnicity (0.36% for Black vs 0.25% for White), and competing mortality (0.24% for the highest quintile vs 0.21% for the lowest quintile). Similar results were found for mPCa. Low PSA (0.20-0.99 ng/mL) was associated with very low PCSM and mPCa risk, even among Black men in the healthiest quintile of competing mortality risk (10-year PCSM risk, 0.08% [95% CI, 0.01%-0.44%]; 10-year mPCa risk 0.24% [95% CI, 0.10%-0.52%]). Conclusions and Relevance In this cohort study, the findings suggest that most men receiving care through the VHA continue PSA screening after age 70 years despite low absolute 10-year PCSM risks. The PSA values from age 65 to 69 years may be highly informative for adverse prostate cancer outcomes after age 70 years, with a PSA less than 1 ng/mL associated with a very low risk of long-term PCSM and mPCa.
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Affiliation(s)
| | - Tanner J. Caverly
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Matthew J. Schipper
- Department of Radiation Oncology, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Biostatistics, University of Michigan, Ann Arbor
| | - Timothy P. Hofer
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Roman Gulati
- Division of Public Health Sciences, Fred Hutchinson Cancer Center, Seattle, Washington
| | - Brent S. Rose
- Department of Radiation Medicine and Applied Sciences, University of California, San Diego, La Jolla
| | - Megan E. V. Caram
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Phoebe A. Tsao
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Kristian D. Stensland
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Department of Urology, University of Michigan, Ann Arbor
| | - David Elliott
- Department of Radiation Oncology, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Radiation Oncology, University of Michigan, Ann Arbor
| | - Sameer D. Saini
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Department of Internal Medicine, University of Michigan, Ann Arbor
| | - Alex K. Bryant
- Veterans Affairs Center for Clinical Management Research, Ann Arbor, Michigan
- Department of Radiation Oncology, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, Michigan
- Department of Radiation Oncology, University of Michigan, Ann Arbor
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8
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Miksad RA, Sarkar S. Evaluating Cancer Screening in the Era of Advanced Causal Inference Methods: Innovation, Adherence, and Health Equity Considerations. JCO Clin Cancer Inform 2025; 9:e2400214. [PMID: 39792989 DOI: 10.1200/cci-24-00214] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 09/25/2024] [Indexed: 01/12/2025] Open
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9
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Kaushal JB, Raut P, Muniyan S, Siddiqui JA, Alsafwani ZW, Seshacharyulu P, Nair SS, Tewari AK, Batra SK. Racial disparity in prostate cancer: an outlook in genetic and molecular landscape. Cancer Metastasis Rev 2024; 43:1233-1255. [PMID: 38902476 PMCID: PMC11560487 DOI: 10.1007/s10555-024-10193-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 06/04/2024] [Indexed: 06/22/2024]
Abstract
Prostate cancer (PCa) incidence, morbidity, and mortality rates are significantly impacted by racial disparities. Despite innovative therapeutic approaches and advancements in prevention, men of African American (AA) ancestry are at a higher risk of developing PCa and have a more aggressive and metastatic form of the disease at the time of initial PCa diagnosis than other races. Research on PCa has underlined the biological and molecular basis of racial disparity and emphasized the genetic aspect as the fundamental component of racial inequality. Furthermore, the lower enrollment rate, limited access to national-level cancer facilities, and deferred treatment of AA men and other minorities are hurdles in improving the outcomes of PCa patients. This review provides the most up-to-date information on various biological and molecular contributing factors, such as the single nucleotide polymorphisms (SNPs), mutational spectrum, altered chromosomal loci, differential gene expression, transcriptome analysis, epigenetic factors, tumor microenvironment (TME), and immune modulation of PCa racial disparities. This review also highlights future research avenues to explore the underlying biological factors contributing to PCa disparities, particularly in men of African ancestry.
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Affiliation(s)
- Jyoti B Kaushal
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Pratima Raut
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Sakthivel Muniyan
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Jawed A Siddiqui
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Zahraa W Alsafwani
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Parthasarathy Seshacharyulu
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA
| | - Sujit S Nair
- Department of Urology and the Tisch Cancer Institute at the Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Ashutosh K Tewari
- Department of Urology and the Tisch Cancer Institute at the Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA
| | - Surinder K Batra
- Department of Biochemistry and Molecular Biology, University of Nebraska Medical Center, Omaha, NE-68198, USA.
- Fred and Pamela Buffett Cancer Center, University of Nebraska Medical Center, Omaha, NE-68198, USA.
- Division of Urology, Department of Surgery, University of Nebraska Medical Center, Omaha, NE-68198, USA.
- Eppley Institute for Research in Cancer and Allied Diseases, University of Nebraska Medical Center, Omaha, NE-68198, USA.
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Ngowi BN, Mremi A, Seif MJ, Kyara YS, Mteta VK, Bright F, Mbwambo OJ, Mitao MP, Nyindo M, Mteta KA, Mmbaga BT. Prostate Cancer: Burden and Correlation with Prostate Specific Antigen Among Screened African Men in Tanzania. Res Rep Urol 2024; 16:315-325. [PMID: 39605854 PMCID: PMC11598594 DOI: 10.2147/rru.s472472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2024] [Accepted: 10/30/2024] [Indexed: 11/29/2024] Open
Abstract
Background Serum prostate-specific antigen (PSA) is a widely used maker for prostate cancer (PCa) screening. However, its correlation with PCa varies, partly due to ethnic differences. This study investigated the correlation between PSA and PCa diagnosis as well as the burden of the disease in the Tanzanian community. Methods This community-based PCa screening took place in Northern Tanzania from May 2022 to September 2022, where men aged ≥40 years were involved. Each participant provided 5 milliliters of venous blood for PSA determination. Those with PSA levels >4 ng/mL underwent prostate biopsy. Two pathologists independently evaluated the biopsies. The correlation between PSA and biopsy results was assessed using STATA version 17.0. Results The study included 6164 African men with a mean age of 60±11 years. Of these, 912 (14.8%) had PSA >4 ng/mL, and hence 581 (63.7%) underwent prostate biopsy. A total of 179 men (30.8%) were histologically diagnosed with prostatic adenocarcinoma, whereby 46 (25.7%) had Gleason scores 8-9. Among participants with PSA >20 ng/mL, over 2/3 (64.7%) had PCa, rising to nearly 100% at PSA >100 ng/mL. A positive correlation between PSA levels and PCa/aggressive disease was observed. PSA sensitivity decreased with rising levels, hitting 78.2% at >10ng/mL and 24.6% at >100ng/mL, while specificity increased, peaking at 99.8% for >100ng/mL from 73.9% at >10ng/mL. The optimal PSA cut point was >10ng/mL. PSA demonstrated an 84% overall ability to predict PCa and a 71% ability to predict aggressive disease. Conclusion This study found a notable presence of intermediate-high grade PCa within the community, suggesting the need for regular screening and management. Moreover, PSA demonstrated clinically useful ability in predicting PCa among African men aged 40 years and older.
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Affiliation(s)
- Bartholomeo Nicholaus Ngowi
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Department of Urology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
- Kilimanjaro Clinical Research Institute, Moshi, Tanzania
| | - Alex Mremi
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Department of Pathology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Mshangama Juma Seif
- Department of Urology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | | | - Vaileth Kien Mteta
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Frank Bright
- Department of Urology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | - Orgeness Jasper Mbwambo
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Department of Urology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
| | | | - Mramba Nyindo
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
| | - Kien Alfred Mteta
- Faculty of Medicine, Kilimanjaro Christian Medical University College, Moshi, Tanzania
- Department of Urology, Kilimanjaro Christian Medical Centre, Moshi, Tanzania
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11
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Carlsson SV, Oh WK. How Can Guidelines Give Clearer Guidance on Prostate Cancer Screening? JAMA Oncol 2024; 10:1497-1498. [PMID: 39325462 DOI: 10.1001/jamaoncol.2024.3909] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2024]
Abstract
This Viewpoint explores how guideline groups can come together to agree on a framework that produces clear and unified recommendations.
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Affiliation(s)
- Sigrid V Carlsson
- Department of Surgery (Urology Service) and Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, New York
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy at University of Gothenburg, Gothenburg, Sweden
- Department of Translational Medicine, Division of Urological Cancers, Medical Faculty, Lund University, Lund, Sweden
| | - William K Oh
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, New York
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12
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Jimenez Rios MA, Scavuzzo A, Noverón NR, García Arango C, Calvo Vazquez I, Hurtado Vázquez A, Arrieta Rodriguez OG, Davila MAJ, Sighinolfi MC, Rocco B. Lethal Prostate Cancer in Mexico: Data from the Can.Prost Mexican Registry and a Project for Early Detection. Cancers (Basel) 2024; 16:3675. [PMID: 39518113 PMCID: PMC11544922 DOI: 10.3390/cancers16213675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/21/2024] [Accepted: 10/23/2024] [Indexed: 11/16/2024] Open
Abstract
INTRODUCTION Epidemiological data are crucial for adopting primary and secondary prevention strategies and to develop screening protocols against prostate cancer (PCa). Despite the comprehensive characterization of PCa across White and Black men, there is a lack of data from the Mexican population. This manuscript presents data from the Can.Prost registry that captures PCa trends over the past two decades in Mexico City; furthermore, we aimed to compare clinical differences and oncological outcomes before and after the promotion of early detection actions through a campaign against PCa that occurred in 2014. METHODS A retrospective observational study on newly diagnosed Mexican PCa patients was carried out at the Instituto Nacional de Cancerología (INCan) in Mexico City. During 2014 and 2015, a project for the early diagnosis of PCa ("OPUS program") was launched in the aforementioned tertiary hospital. Starting at the age of 45 years, all men were invited for a PSA measurement and a specialist urologist consultation. All individuals with clinical or biochemical suspicion of PCa (PSA > 4 ng/mL), in the context of age and prostate volume, underwent ultrasound-guided transrectal prostate biopsy. Then, patients with pathologically confirmed prostate cancer were stratified according to the year of diagnosis: Group A accounted for those diagnosed between 2000 and 2014 and Group B for those patients diagnosed in the timeframe of 2015-2021. Comparisons of PCa characteristics, treatment modalities and oncologic outcomes between Group A and B were performed. RESULTS Overall, we collected data from 2759 PCa patients from 2000 to 2021. The median PSA at baseline was 32 ng/mL, and 25% had a family history of PCa. Overall, 25.8% were asymptomatic and 46% had a non-metastatic presentation. After the OPUS campaign, PSA at diagnosis was significantly lower across all age groups. The incidence of PCa diagnosis in asymptomatic men was higher (31.4% vs. 19.9%) and a higher proportion of men were diagnosed with organ-confined, palpable disease (46% vs. 28%) (p < 0.001). The rate of patients eligible for active/radical treatment was higher after the OPUS campaign (patients who received surgery increased from 12.78% to 32.41%; patients who underwent radiation increased from 28.38% to 49.61%). The proportion of patients diagnosed with non-clinically significant disease was negligible and remained stable across time. CONCLUSIONS PCa in Mexican patients displays aggressive features at diagnosis, whereas the rate of non-significant disease is negligible. The introduction of early detection strategies may lead to lower symptomatic and metastatic PCa and higher opportunities for radical treatment. This emphasizes the need for public awareness and for adjustment of screening strategies to the peculiarities of the Mexican population.
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Affiliation(s)
- Miguel Angel Jimenez Rios
- Department of Urology, Instituto Nacional de Cancerología, UNAM—Univesidad Nacional Autónoma de Mexico, Mexico City 14080, Mexico; (M.A.J.R.); (M.A.J.D.)
| | - Anna Scavuzzo
- Department of Urology, Instituto Nacional de Cancerología, UNAM—Univesidad Nacional Autónoma de Mexico, Mexico City 14080, Mexico; (M.A.J.R.); (M.A.J.D.)
| | - Nancy Reynoso Noverón
- Department of Epidemiology, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (N.R.N.); (C.G.A.)
| | - Caleb García Arango
- Department of Epidemiology, Instituto Nacional de Cancerología, Mexico City 14080, Mexico; (N.R.N.); (C.G.A.)
| | - Ivan Calvo Vazquez
- Department of Urology, Instituto Nacional de Cancerología, UNAM—Univesidad Nacional Autónoma de Mexico, Mexico City 14080, Mexico; (M.A.J.R.); (M.A.J.D.)
| | - Alonso Hurtado Vázquez
- Opus Campaign, Department of Urology, Instituto Nacional de Cancerología, Mexico City 14080, Mexico
| | | | - Miguel Angel Jimenez Davila
- Department of Urology, Instituto Nacional de Cancerología, UNAM—Univesidad Nacional Autónoma de Mexico, Mexico City 14080, Mexico; (M.A.J.R.); (M.A.J.D.)
| | - Maria Chiara Sighinolfi
- ASST Santi Paolo and Carlo, 20147 Milan, Italy;
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica Sacro Cuore, 00168 Rome, Italy;
| | - Bernardo Rocco
- Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica Sacro Cuore, 00168 Rome, Italy;
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Kim DM, Freedland SJ, Gong J. Nature and nurture: addressable causes of disparities in prostate cancer care and survivorship in Black men. Expert Rev Anticancer Ther 2024; 24:921-924. [PMID: 39215479 DOI: 10.1080/14737140.2024.2398490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 08/27/2024] [Indexed: 09/04/2024]
Affiliation(s)
- Daniel M Kim
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Stephen J Freedland
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Department of Urology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Section of Urology, Durham VA Medical Center, Durham, NC, USA
| | - Jun Gong
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Hoffman RM. Reducing Prostate Cancer Disparities for Black Men. NEJM EVIDENCE 2024; 3:EVIDe2400065. [PMID: 38815154 DOI: 10.1056/evide2400065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2024]
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