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Zhu Z, Zhou X, Yu M, Cong R, Wang Y, Zhou X, Ji C, Luan J, Yao L, Wang W, Song N. Risk factors for distant metastasis and prognosis of the penile cancer with distant metastasis. Transl Androl Urol 2024; 13:1256-1267. [PMID: 39100830 PMCID: PMC11291400 DOI: 10.21037/tau-24-92] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2024] [Accepted: 05/24/2024] [Indexed: 08/06/2024] Open
Abstract
Background Penile cancer (PC) is a rare malignant tumor, whose distant metastasis (DM) is associated with the poorest outcomes. The risk factors associated with DM and prognosis of the PC with DM remain elusive. This study was aimed at investigating risk factors associated with DM and constructing prediction models of PC with DM. Methods This study analyzed data from the Surveillance, Epidemiology, and End Results (SEER) database over a period of 2000-2020, including clinical characteristics such as age, marital status, tumor size, Tumor Node Metastasis (TNM) staging, and treatment information. Utilizing univariate and multivariate logistic regression, alongside cox regression analysis, we identified independent risk factors for DM and prognosis in the total cases and the cases with DM. Nomograms were developed for predicting DM and prognosis in PC patients. Results Enrolling 1,488 cases, our study identified tumor size and N stage as independent predictors of DM. The predictive nomogram for DM achieved an area under the curve (AUC) of 0.904. Notably, the 1-, 3-, and 5-year cumulative survival rates for PC with DM were 35%, 17%, and 13%, respectively, with larger tumor size associated with prognosis of PC cases with DM. This study verified a correlation between advanced age and TNM stage, as well as chemotherapy with the poor PC prognosis. The nomogram yielded 0.72, 0.69 and 0.69, in predicting 1-, 3-, and 5-year overall survivals (OS), while 0.73, 0.70 and 0.69 in predicting 1-, 3-, 5-year cancer specific survivals (CSS), respectively. Conclusions This study investigated risk factors of PC with DM. Also, nomograms for predicting DM, OS and CSS of PC patients were developed.
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Affiliation(s)
- Zheng Zhu
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xuan Zhou
- Department of Urology, The Second Affiliated Hospital, Naval Medical University, Shanghai, China
| | - Mengchi Yu
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Rong Cong
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Yichun Wang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Xiang Zhou
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Chengjian Ji
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Jiaochen Luan
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Liangyu Yao
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Wei Wang
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
| | - Ninghong Song
- Department of Urology, The First Affiliated Hospital of Nanjing Medical University, Nanjing, China
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Yang S, Chang W, Zhang B, Hou Q, Zhang B, Kang Y, Yin Y, Wan J, Shang P. Development and validation of a predictive model for penile cancer based on the surveillance, epidemiology, and end results database and multi-center cases. J Cancer Res Clin Oncol 2023; 149:13665-13676. [PMID: 37522926 DOI: 10.1007/s00432-023-04784-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 04/15/2023] [Indexed: 08/01/2023]
Abstract
PURPOSE Penile cancer (PC) is a great impact on the quality of life and psychological status of patients. This study aimed to construct nomograms using data from the Surveillance, Epidemiology, and End Results (SEER) database to predict overall survival (OS) and cancer-specific survival (CSS) in patients with penile cancer (PC). METHODS Patients were divided into a training cohort (n = 634) and a validation cohort (n = 272) in a 7:3 ratio. Independent risk factors influencing the prognosis of PC were screened using univariate and multivariate Cox analyses, and models for predicting PC were developed. Data from 203 patients with PC in four tertiary hospitals in Gansu Province from 2012 to 2021 were externally validated. RESULTS Univariate analysis and multivariate analysis showed revealed that the OS-related factors were age, grade, T stage, N stage, M stage and tumor size (p < 0.05); the CSS-related factors were age, mode of surgery, T stage, N stage, M stage and tumor size (p < 0.05). The C-indices of the OS and CSS nomograms in the training cohort were 0.743 [95% confidence interval (CI) (0.714-0.772)] and 0.797 (0.762-0.832), respectively. The C-indices of the OS and CSS nomograms in the internal validation cohort were 0.735 (0.686-0.784) and 0.755 (0.688-0.822), respectively, and those in the external validation cohort were 0.801 (0.746-0.856) and 0.863 (0.812-0.914), respectively. Receiver operating characteristic (ROC) curves, calibration curves, and survival curves all demonstrated good predictive performance of the nomograms. CONCLUSION The nomograms for PC were developed using the SEER database. The accuracy and clinical usefulness of the model were validated through a combination of internal and external validations.
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Affiliation(s)
- Shujun Yang
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China
| | - Wei Chang
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China
| | - Bin Zhang
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China
| | - Qian Hou
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China
| | - Biao Zhang
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China
| | - Yindong Kang
- Department of Urology, The 940th Hospital of Joint Logistics Support Force of People's Liberation Army, Lanzhou, Gansu, China
| | - Yongsheng Yin
- Department of Urology, Gansu Provincial People's Hospital, Lanzhou, Gansu, China
| | - Jianghou Wan
- Department of Urology, First Hospital of Lanzhou University, Lanzhou, Gansu, China
| | - Panfeng Shang
- Department of Urology, Lanzhou University Second Hospital, Chengguan District, Lanzhou, 730030, Gansu, China.
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Akinyemi OA, Fasokun ME, Weldeslase TA, Adeoye O, Coleman PW. Influence of Race/Ethnicity and Household Median Income on Penile Cancer Mortality. Cureus 2023; 15:e40909. [PMID: 37496530 PMCID: PMC10366004 DOI: 10.7759/cureus.40909] [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] [Accepted: 06/24/2023] [Indexed: 07/28/2023] Open
Abstract
INTRODUCTION Penile cancer, while relatively rare in developed nations, presents substantial disparities in outcomes among different demographic groups. Previous research has shown race/ethnicity and socioeconomic status, often proxied by household median income, to be critical determinants of health outcomes across various diseases. OBJECTIVE This study examines the association of race/ethnicity and household median income with survival among penile cancer patients in the United States. METHODS We utilized the Surveillance, Epidemiology, and End Results (SEER) Registry to identify patients with a primary diagnosis of penile malignancies from 2000 to 2019. Our primary outcome of interest was the hazard of death following a diagnosis of penile cancer. We utilized the Cox regression model to explore the association between race/ethnicity and median household income and how this influences survival among these patients. We adjusted for patients' characteristics, disease stage at presentation, and treatment modalities. RESULT Of the 6,520 penile cancer patients identified, 5,242 (80.4%) had primary malignancies. The distribution of patients was as follows: 64.1% non-Hispanic Whites, 8.9% non-Hispanic Blacks, 20.8% Hispanics, and 6.2% from other racial/ethnic groups. The median diagnosis age was 66 years (interquartile range: 56-74). Survival rates at 5, 10, and 15 years showed racial disparities: 76.4%, 72.5%, and 69.7% for non-Hispanic Whites; 70.6%, 64.1%, and 61.1% for non-Hispanic Blacks; and 70.5%, 67.4%, and 65.6% for Hispanics. Multivariate Cox regression revealed worst survival for Black (HR=1.40; 95% CI=1.08-1.81, p=0.01) and Hispanic patients (HR=1.24; 95% CI=1.01-1.52, p=0.04). No association was found between median household income and survival. Interaction analysis indicated that the poorest Black men had worse outcomes than the poorest Whites did (HR=2.08; 95% CI=1.27-3.41, p=0.003). CONCLUSION Survival rates for non-Hispanic Black and Hispanic patients are significantly lower than those for non-Hispanic Whites. Furthermore, survival is worse for low-income Black patients than their White counterparts in the same income bracket.
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Affiliation(s)
- Oluwasegun A Akinyemi
- Health Policy and Management, University of Maryland School of Public Health, College Park, USA
- Surgery, Howard University, Washington, DC, USA
| | - Mojisola E Fasokun
- Epidemiology and Public Health, University of Alabama at Birmingham, Birmingham, USA
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Abstract
PURPOSE OF REVIEW The purpose of this review is to look at recent advancements and treatment options of systemic therapies to treat penile squamous cell carcinoma (PSCC). PSCC is a rare cancer that remains with limited funding for research and systemic therapy development. This review aims to discuss the most recent advancements in systemic treatments and our understanding of PSCC. RECENT FINDINGS Neoadjuvant chemotherapy (NAC) and adjuvant therapy remain integral parts of treatment in locally advanced PSCC. New potential drug regimens are being studied to expand on the availability of first-line regimen options. There has been a large development in discoveries of cellular pathways and immune system targets as potential treatment options but these therapies as of today have limited trial evidence and currently have no support to be used in a clinical setting. SUMMARY PSCC is a rare genitourinary cancer with limited treatment options for patients with advanced disease that is refractory to chemotherapy. Although many new therapies targeting the immune system and cellular pathways are being developed for other studies, clinical and translational research for PSCC are still understudied and underfunded.
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Affiliation(s)
- Jad Chahoud
- Department of Genitourinary Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, Florida
| | - Rachel Pham
- McGovern Medical School at the University of Texas Health Science Center at Houston, Houston, Texas
| | - Guru Sonpavde
- Department of Genitourinary Oncology, Dana-Farber Cancer Institute, Boston, Massachusetts, USA
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Shao Y, Lia T, Wang Y, Wu K, Hu X, Liu Y, Feng S, Ren S, Yang Z, Xiong S, Yang W, Wei Q, Zeng H, Li X. Prognostic Values of Different Clinicopathological Factors and Predictive Models for Penile Carcinoma. Cancer Manag Res 2021; 13:5623-5632. [PMID: 34285582 PMCID: PMC8285520 DOI: 10.2147/cmar.s323321] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 07/07/2021] [Indexed: 02/05/2023] Open
Abstract
Objective To evaluate the prognostic factors of penile cancer and the utility of prognostic models. Methods We analyzed postoperatively collected data of 311 patients diagnosed with penile cancer. Survival analysis (Kaplan–Meier and cox regression methods) was performed on this cohort. The c-index was used to determine the predictive accuracies of potential prognostic factors. The accuracies of four prognostic models were also evaluated, which were AJCC prognostic stage group for three recent editions, and four nomograms constructed by the Surveillance, Epidemiology, and End Results program (SEER). Two novel nomograms using our data were created and AUC of 2-year survival were determined to compare existing and newly established models. Results Tumor site, T and N stages, nuclear grade and lymph vascular invasion (LVI) significantly influenced prognosis. The 8th T and N stages had better c-indexes than former editions, while no improvement was seen in the 8thAJCC stage group. 6th AJCC+grade nomogram had a higher c-index than other three nomograms (SEER+grade, 6th TNM+grade, and 6th T1-3N0-3+grade nomograms; c-index: 0.831 vs 0.738, 0.792 and 0.781). New nomogram 1 included the 8th T and N stages, tumor site, nuclear grade, and LVI, with a c-index of 0.870. Novel nomogram 2 replaced the T and N stages with the AJCC stage group, which had a lower c-index of 0.855. The order of prediction accuracy of 2-year survival in the old and new models is consistent with the c-index results. Conclusion Tumor site, stages, grade, and LVI play important roles in predicting survival of penile cancer. The 8th stages have better predictive accuracy than former editions. We proposed two models with better predictive accuracy than former models; specifically, nomogram 1 may be a more precise and convenient tool for predicting penile cancer outcomes.
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Affiliation(s)
- Yanxiang Shao
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Thongher Lia
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Yaohui Wang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Kan Wu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Xu Hu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Yang Liu
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Shuyang Feng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Shangqing Ren
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China.,Robotic Minimally Invasive Surgery Center, Sichuan Academy of Medical Sciences & Sichuan Provincial People's Hospital, Chengdu, 610072, People's Republic of China
| | - Zhen Yang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China.,Department of Urology, Chengdu Second People's Hospital, Chengdu, 610021, People's Republic of China
| | - Sanchao Xiong
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Weixiao Yang
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Qiang Wei
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Hao Zeng
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
| | - Xiang Li
- Department of Urology, Institute of Urology, West China Hospital, Sichuan University, Chengdu, 610041, People's Republic of China
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Cao J, Yang CH, Han WQ, Xie Y, Liu ZZ, Jiang SS. Correlation Between the Evolution of Somatic Alterations During Lymphatic Metastasis and Clinical Outcome in Penile Squamous Cell Carcinoma. Front Oncol 2021; 11:641869. [PMID: 34150614 PMCID: PMC8207884 DOI: 10.3389/fonc.2021.641869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 04/29/2021] [Indexed: 11/13/2022] Open
Abstract
Penile squamous cell carcinoma (PSCC) is a rare malignancy with poor survival after standard treatment. Although genomic alterations of PSCC have been characterized in several latest studies, the association between the formation of somatic landscape and regional lymph node metastasis (LNM), an important predictor for patient survival, has not been comprehensively investigated. Here, we collected formalin-fixed paraffin-embedded tumor tissue and matched normal samples of 32 PSCC patients, including 14 LNM patients and 18 clinically node-negative patients, to implement a whole-exome sequencing. Comparison of genomic features among different lymph node status subgroups was conducted after genomic profiling and its effects on patient survival were explored. Top-ranked recurrent gene mutants in our PSCC cohort were TP53 (13/32), NOTCH1 (12/32), CDKN2A (11/32), TTN (9/32) and FAT1 (8/32), mainly identified in the Notch, Hippo, cell cycle, TP53, RTK-RAS and PI3K pathways. While CDKN2A was confirmed to be the driver gene in all PSCC patients, certain gene mutants were significantly enriched in LNM involved patients, including TP53 (9/14 vs. 4/18, p = 0.029) and GBF1 (4/14 vs. 0/18, p = 0.028). Overall survival stratification of PSCC patients were found to be significantly correlated with mutations of three genes, including PIK3CA (Hazard ratio [HR] = 4.15, p = 0.029), CHD7 (HR = 4.82, p = 0.032) and LAMC3 (HR = 15.9, p < 0.001). PIK3CA and LAMC3 held a higher prevalence in patients with LNM compared to those without LNM (PIK3CA: 3/14 vs. 1/18, LAMC3: 2/14 vs. 1/18). Our finding demonstrated that genomic divergence exists across PSCC patients with different lymph node statuses, and it may be correlated with their survival outcome. It helps delineate somatic evolution during tumor progression and perfect potential therapeutic intervention in this disease.
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Affiliation(s)
- Jian Cao
- Department of Urology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya Medicine School, Central South University, Changsha, China
| | - Chun-He Yang
- GloriousMed Clinical Laboratory Co., Ltd., Shanghai, China
| | - Wei-Qing Han
- Department of Urology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya Medicine School, Central South University, Changsha, China
| | - Yu Xie
- Department of Urology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya Medicine School, Central South University, Changsha, China
| | - Zhi-Zhong Liu
- Department of Urology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya Medicine School, Central South University, Changsha, China
| | - Shu-Suan Jiang
- Department of Urology, Hunan Cancer Hospital and The Affiliated Cancer Hospital of Xiangya Medicine School, Central South University, Changsha, China
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Panic A, Reis H, Wittka A, Darr C, Hadaschik B, Jendrossek V, Klein D. The Biomarker Potential of Caveolin-1 in Penile Cancer. Front Oncol 2021; 11:606122. [PMID: 33868995 PMCID: PMC8045968 DOI: 10.3389/fonc.2021.606122] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 03/12/2021] [Indexed: 01/11/2023] Open
Abstract
Various types of human cancers were characterized by an altered expression of epithelial or stromal caveolin-1 (CAV1). However, the clinical significance of CAV1 expression in penile cancer remains largely unknown. Here the expression patterns of CAV1 were analyzed in a retrospective cohort (n=43) of penile squamous cell carcinomas (SCC). Upon penile cancer progression, significantly increased CAV1-levels were determined within the malignant epithelium, whereas within the tumor stroma, namely the fibroblastic tumor compartment harboring activated and/or cancer associated fibroblasts, CAV1 levels significantly decline. Concerning the clinicopathological significance of CAV1 expression in penile cancer as well as respective epithelial-stromal CAV1 distributions, high expression within the tumor cells as well as low expression of CAV1 within the stromal compartment were correlated with decreased overall survival of penile cancer patients. Herein, CAV1 expressions and distributions at advanced penile cancer stages were independent of the immunohistochemically proven tumor protein p53 status. In contrast, less differentiated p16-positive tumor epithelia (indicative for human papilloma virus infection) were characterized by significantly decreased CAV1 levels. Conclusively, we provide further and new evidence that the characteristic shift in stromal‐epithelial CAV1 being functionally relevant to tumor progression even occurs in penile SCC.
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Affiliation(s)
- Andrej Panic
- Department of Urology, West German Cancer Center, University of Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Henning Reis
- Institute of Pathology, West German Cancer Center, University of Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Alina Wittka
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, University Hospital, Essen, Germany
| | - Christopher Darr
- Department of Urology, West German Cancer Center, University of Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Boris Hadaschik
- Department of Urology, West German Cancer Center, University of Duisburg-Essen, University Hospital Essen, Essen, Germany
| | - Verena Jendrossek
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, University Hospital, Essen, Germany
| | - Diana Klein
- Institute of Cell Biology (Cancer Research), University of Duisburg-Essen, University Hospital, Essen, Germany
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