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Leong JY, Pinkhasov R, Chandrasekar T, Shapiro O, Daneshvar M, Jacob J, Sanford T, Bratslavsky G, Goldberg H. Prostate-specific Antigen Testing in Men with Disabilities: A Cross-sectional Analysis of the Health Information National Trends Survey. Eur Urol Focus 2022; 8:1125-1132. [PMID: 34332951 DOI: 10.1016/j.euf.2021.07.009] [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: 04/05/2021] [Revised: 07/11/2021] [Accepted: 07/21/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Patients with disabilities represent a unique minority population. The incidence of prostate-specific antigen (PSA) testing among this population is unknown. OBJECTIVE To compare PSA testing rates and associated predictors among men with and without reported disabilities in the USA. DESIGN, SETTING, AND PARTICIPANTS A cross-sectional study of the Health Information National Trends Survey (HINTS) for the years 2012, 2013, 2017 and 2019 was conducted in men with reported disabilities. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Baseline demographics of the entire cohort were stratified based on their reported disabilities (none, disabled, deaf, and blind). Each disability was compared separately and in combination with the cohort without disabilities. Multivariable logistic regression models determined clinically significant predictors of PSA testing in men with disabilities compared with those without. RESULTS AND LIMITATIONS Overall, 782 (15%) men with disabilities were compared with 4569 (85%) men without disabilities. The former cohort was older with a median (interquartile range) age of 65 (56-75) versus 57 (43-67) yr (p < 0.001). On multivariable analysis, men with any disability were less likely to undergo PSA testing (odds ratio 0.77, 95% confidence interval 0.62-0.96, p = 0.018). Variables associated with increased PSA testing included age, having a health care provider, health insurance, and living with a partner. CONCLUSIONS Inequalities in PSA testing exist among men with disabilities in the USA, especially among the deaf and blind, being less likely to undergo PSA testing. Further research is required to identify and deal with any obstacles in the implementation of equal PSA testing in this unique population. PATIENT SUMMARY In the USA, men with reported disabilities are less likely to undergo PSA testing than patients without reported disabilities.
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Affiliation(s)
- Joon Yau Leong
- Department of Urology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Ruben Pinkhasov
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Thenappan Chandrasekar
- Department of Urology, Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA, USA
| | - Oleg Shapiro
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Michael Daneshvar
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Joseph Jacob
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | - Thomas Sanford
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA
| | | | - Hanan Goldberg
- Department of Urology, SUNY Upstate Medical University, Syracuse, NY, USA.
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Gellerstedt L, Langius-Eklöf A, Kelmendi N, Sundberg K, Craftman ÅG. Men's experiences of receiving a prostate cancer diagnosis after opportunistic screening-A qualitative descriptive secondary analysis. Health Expect 2022; 25:2485-2491. [PMID: 35898187 DOI: 10.1111/hex.13567] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 07/02/2022] [Accepted: 07/03/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Prostate cancer is one of the most common types of cancer in men and could occur without symptoms. Screening has been debated but remains controversial and, in most countries, organized population-based screening does not exist. The aim of this study was to describe men's experiences of receiving a prostate cancer diagnosis after opportunistic screening. METHODS This study is a secondary analysis from interviews with 17 men (aged 56-80 years) who had undergone curative treatment for prostate cancer. Data were collected in an urban region of Sweden through interviews conducted face to face or by telephone. An inductive content analysis was used with Consolidated criteria for Reporting Qualitative research as a reporting checklist. RESULTS Two main categories were identified. Screening is a lifesaver enclosed by ethical dilemmas reflects how men considered screening as a lifesaving test. Testing was surrounded by injustice and an eagerness to encourage other men to undergo screening. Facing challenges during diagnosis reflects the men's experiences of being in an unknown field yet expected to engage in decision-making concerning appropriate treatment. Receiving the diagnosis rendered mixed emotions about having a cancer disease, that the treatment could cause lifelong symptom distress and the men described being hesitant to talk about their diagnosis. CONCLUSIONS The findings highlight men's opinions about screening and that the lack of routine screening represents injustice. The men considered this as an ethical question of lifesaving justice, while stakeholders may argue that screening could lead to unnecessary suffering and overtreatment. Men do not always talk openly about their diagnosis, linked to the fact that it concerns intimate areas. It is important to balance the information in relation to shared decision-making regarding treatment. Health care professionals have an ethical responsibility to support and coach the patient in their decision. PATIENT OR PUBLIC CONTRIBUTION This study was based on interviews with men who had experienced a diagnosis of prostate cancer.
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Affiliation(s)
- Linda Gellerstedt
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden
| | - Ann Langius-Eklöf
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden
| | - Nazmije Kelmendi
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden.,Stockholm County Council, Academic Primary Health Care Center, Stockholm, Sweden
| | - Kay Sundberg
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden
| | - Åsa G Craftman
- Department of Neurobiology, Care Sciences and Society, Division of Nursing, Karolinska Institutet, Stockholm, Sweden.,Department of Nursing Science, Sophiahemmet University, Stockholm, Sweden
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Mao C, Dong W, Lu J, Zhang Z, Wu H, Ghavamian A, Bi D, Gao P, Liu Z, Ding S. βKlotho Inhibits Cell Proliferation by Downregulating ELK4 and Predicts Favorable Prognosis in Prostate Cancer. Cancer Manag Res 2021; 13:6377-6387. [PMID: 34408497 PMCID: PMC8366951 DOI: 10.2147/cmar.s320490] [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: 05/17/2021] [Accepted: 07/27/2021] [Indexed: 11/23/2022] Open
Abstract
Objective Prostate cancer (PCa) ranks as the second common malignancy in males worldwide. Although conspicuous progressions in diagnosis and treatment have been achieved in the past decades, the prognosis expectation of PCa remains unsatisfied yet. To improve the prognosis prediction of PCa, more specific biomarkers are needed. In this retrospective research, we focused on βKlotho and ETS-like transcription factor 4 (ELK4), aiming to identify potential prognostic biomarkers for PCa. Methods Western blotting was used to determine the expression of βKlotho, ELK4, and PARP in C4-2B and PC3 PCa cell lines. CCK-8 assay and colony formation assay were applied to examine the roles of βKlotho and ELK4 in the proliferation of PCa cells. The expression of βKlotho and ELK4 in PCa tissue samples was determined by immunochemistry. Pearson's χ2 test and Fisher's exact test were performed to investigate the associations among βKlotho, ELK4 and various clinical factors. Kaplan-Meier curves and Cox regression model were established to reveal the correlation among βKlotho, ELK4 expression and the prognosis of patients. Results βKlotho overexpression down-regulated the ELK4 expression, induced apoptosis and inhibited cell proliferation in both C4-2B and PC3 cells, which were reversed by ELK4 overexpression. βKlotho expression in PCa tissue samples had negative correlation with the ELK4 expression, and higher βKlotho expression was associated with lower Gleason score, absent distant metastasis and lower prostate-specific antigen (PSA) level. On the contrast, higher ELK4 expression was correlated with distant metastasis and higher PSA level. Moreover, βKlotho and ELK4 were both recognized as independent factors for the prognosis of patients with PCa. Conclusion βKlotho inhibits proliferation of prostate cancer cells by downregulating ELK4. Both βKlotho and ELK4 expressions correlate with the prognosis of PCa, which may serve as potential biomarkers for follow-up surveillance and prognostic assessments.
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Affiliation(s)
- Changlin Mao
- Department of Urology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250021, People's Republic of China
| | - Wei Dong
- Department of Urology, Shandong Provincial Hospital West Branch, Jinan, Shandong, 250000, People's Republic of China
| | - Jiaju Lu
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People's Republic of China
| | - Zhao Zhang
- Department of Urology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, People's Republic of China
| | - Hongliang Wu
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, People's Republic of China
| | - Armin Ghavamian
- Department of Urology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250021, People's Republic of China
| | - Dongbin Bi
- Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People's Republic of China
| | - Pei Gao
- Department of Urology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250021, People's Republic of China
| | - Zhao Liu
- Department of Urology, Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250012, People's Republic of China
| | - Sentai Ding
- Department of Urology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, 250021, People's Republic of China.,Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, People's Republic of China
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Abstract
Classification tasks are a common challenge to every field of science. To correctly interpret the results provided by a classifier, we need to know the performance indices of the classifier including its sensitivity, specificity, the most appropriate cut-off value (for continuous classifiers), etc. Typically, several studies should be conducted to find all these indices. Herein, we show that they already exist, hidden in the distribution of the variable used to classify, and can readily be harvested. An educated guess about the distribution of the variable used to classify in each class would help us to decompose the frequency distribution of the variable in population into its components—the probability density function of the variable in each class. Based on the harvested parameters, we can then calculate the performance indices of the classifier. As a case study, we applied the technique to the relative frequency distribution of prostate-specific antigen, a biomarker commonly used in medicine for the diagnosis of prostate cancer. We used nonlinear curve fitting to decompose the variable relative frequency distribution into the probability density functions of the non-diseased and diseased people. The functions were then used to determine the performance indices of the classifier. Sensitivity, specificity, the most appropriate cut-off value, and likelihood ratios were calculated. The reference range of the biomarker and the prevalence of prostate cancer for various age groups were also calculated. The indices obtained were in good agreement with the values reported in previous studies. All these were done without being aware of the real health status of the individuals studied. The method is even applicable for conditions with no definite definitions (e.g., hypertension). We believe the method has a wide range of applications in many scientific fields.
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Bioinformatics analysis of the genes involved in the extension of prostate cancer to adjacent lymph nodes by supervised and unsupervised machine learning methods: The role of SPAG1 and PLEKHF2. Genomics 2020; 112:3871-3882. [PMID: 32619574 DOI: 10.1016/j.ygeno.2020.06.035] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 06/11/2020] [Accepted: 06/22/2020] [Indexed: 12/12/2022]
Abstract
The present study aimed to identify the genes associated with the involvement of adjunct lymph nodes of patients with prostate cancer (PCa) and to provide valuable information for the identification of potential diagnostic biomarkers and pathological genes in PCa metastasis. The most important candidate genes were identified through several machine learning approaches including K-means clustering, neural network, Naïve Bayesian classifications and PCA with or without downsampling. In total, 21 genes associated with lymph nodes involvement were identified. Among them, nine genes have been identified in metastatic prostate cancer, six have been found in the other metastatic cancers and four in other local cancers. The amplification of the candidate genes was evaluated in the other PCa datasets. Besides, we identified a validated set of genes involved in the PCa metastasis. The amplification of SPAG1 and PLEKHF2 genes were associated with decreased survival in patients with PCa.
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Dickey SL, Matthews C, Millender E. An Exploration of Precancer and Post-Cancer Diagnosis and Health Communication Among African American Prostate Cancer Survivors and Their Families. Am J Mens Health 2020; 14:1557988320927202. [PMID: 32452292 PMCID: PMC7252380 DOI: 10.1177/1557988320927202] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Prostate cancer is the second most common cancer among American men, with Black men at the highest risk for the disease. Few studies have been published on how communication between Black prostate cancer survivors and their family members affect health outcomes and subsequent health communication. The purpose of this study was to understand cancer and health communication among Black prostate cancer survivors and their families before and after disclosing their diagnosis. Through a mixed method design, 11 Black prostate cancer survivors participated from the Southeastern region of the United States, completed questionnaires, and took part in a focus group. The study utilized 4 focus groups of Black prostate cancer survivors ranging in age from 51 to 76 years. Descriptive statistics revealed 91% (n = 10) of participants indicated they could openly discuss health issues in their family and 82% (n = 9) indicated a female relative as the person responsible for teaching about health. An analysis of the transcripts revealed four themes utilizing thematic network: (a) communication over the life course of the prostate cancer survivor, (b) parents’ communication with family, (c) disclosing prostate cancer diagnosis, and (d) treatment options for prostate cancer. Results suggested the participants recognized the importance of discussing prostate cancer with their families to reduce fears and misconceptions about the disease. Through the exploration of cancer and health communication within Black families, solutions can be derived for increasing health behaviors and health knowledge among men.
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