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Novel Prognostic Models for Patients With Penile Carcinoma

Although penile carcinoma is a rare malignancy, there is still an unmet need to identify prognostic factors associated with poor survival. In this study, we utilized demographic and clinical information to identify the most informative variables associated with overall survival in patients with peni...

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Autores principales: Reyes, Monica E., Borges, Heloise, Adjao, Muhamed Said, Vijayakumar, Nisha, Spiess, Philippe E., Schabath, Matthew B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7223867/
https://www.ncbi.nlm.nih.gov/pubmed/32397742
http://dx.doi.org/10.1177/1073274820924728
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author Reyes, Monica E.
Borges, Heloise
Adjao, Muhamed Said
Vijayakumar, Nisha
Spiess, Philippe E.
Schabath, Matthew B.
author_facet Reyes, Monica E.
Borges, Heloise
Adjao, Muhamed Said
Vijayakumar, Nisha
Spiess, Philippe E.
Schabath, Matthew B.
author_sort Reyes, Monica E.
collection PubMed
description Although penile carcinoma is a rare malignancy, there is still an unmet need to identify prognostic factors associated with poor survival. In this study, we utilized demographic and clinical information to identify the most informative variables associated with overall survival in patients with penile cancer. From a full model including all covariates found to be statistically significant in univariable analyses, we identified a parsimonious reduced model containing tumor site (penis glans: hazard ratio [HR] = 0.48; 95% CI: 0.28-0.85 and penis not otherwise specified: HR = 0.45; 95% CI: 0.25-0.84), undetermined tumor differentiation (HR = 0.48; 95% CI: 0.27-0.86), and TNM stage III/IV (HR = 2.83; 95% CI: 1.68-4.75). When all of the covariates from the full model were subjected to classification and regression tree analysis, we identified 6 novel risk groups. Of particular interest, we found marriage was associated with substantial improvement in survival among men with the same stage and disease site. Specifically, among single/widowed/divorced men with TNM stage 0-II and prepuce/penis corpus/overlapping lesions had worse survival (5-year survival = 18.2%) versus married men (5-year survival = 62.5%). Since marital status is linked to social support, these findings warrant a deeper investigation into the relationships between disease prognosis and social support in patients with penile carcinoma.
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spelling pubmed-72238672020-05-20 Novel Prognostic Models for Patients With Penile Carcinoma Reyes, Monica E. Borges, Heloise Adjao, Muhamed Said Vijayakumar, Nisha Spiess, Philippe E. Schabath, Matthew B. Cancer Control Research Article Although penile carcinoma is a rare malignancy, there is still an unmet need to identify prognostic factors associated with poor survival. In this study, we utilized demographic and clinical information to identify the most informative variables associated with overall survival in patients with penile cancer. From a full model including all covariates found to be statistically significant in univariable analyses, we identified a parsimonious reduced model containing tumor site (penis glans: hazard ratio [HR] = 0.48; 95% CI: 0.28-0.85 and penis not otherwise specified: HR = 0.45; 95% CI: 0.25-0.84), undetermined tumor differentiation (HR = 0.48; 95% CI: 0.27-0.86), and TNM stage III/IV (HR = 2.83; 95% CI: 1.68-4.75). When all of the covariates from the full model were subjected to classification and regression tree analysis, we identified 6 novel risk groups. Of particular interest, we found marriage was associated with substantial improvement in survival among men with the same stage and disease site. Specifically, among single/widowed/divorced men with TNM stage 0-II and prepuce/penis corpus/overlapping lesions had worse survival (5-year survival = 18.2%) versus married men (5-year survival = 62.5%). Since marital status is linked to social support, these findings warrant a deeper investigation into the relationships between disease prognosis and social support in patients with penile carcinoma. SAGE Publications 2020-05-12 /pmc/articles/PMC7223867/ /pubmed/32397742 http://dx.doi.org/10.1177/1073274820924728 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Research Article
Reyes, Monica E.
Borges, Heloise
Adjao, Muhamed Said
Vijayakumar, Nisha
Spiess, Philippe E.
Schabath, Matthew B.
Novel Prognostic Models for Patients With Penile Carcinoma
title Novel Prognostic Models for Patients With Penile Carcinoma
title_full Novel Prognostic Models for Patients With Penile Carcinoma
title_fullStr Novel Prognostic Models for Patients With Penile Carcinoma
title_full_unstemmed Novel Prognostic Models for Patients With Penile Carcinoma
title_short Novel Prognostic Models for Patients With Penile Carcinoma
title_sort novel prognostic models for patients with penile carcinoma
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7223867/
https://www.ncbi.nlm.nih.gov/pubmed/32397742
http://dx.doi.org/10.1177/1073274820924728
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