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Sayer M, Ng DQ, Chan R, Kober K, Chan A. Current evidence supporting associations of DNA methylation measurements with survivorship burdens in cancer survivors: A scoping review. Cancer Med 2024; 13:e7470. [PMID: 38963018 PMCID: PMC11222976 DOI: 10.1002/cam4.7470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 05/27/2024] [Accepted: 06/27/2024] [Indexed: 07/05/2024] Open
Abstract
INTRODUCTION Identifying reliable biomarkers that reflect cancer survivorship symptoms remains a challenge for researchers. DNA methylation (DNAm) measurements reflecting epigenetic changes caused by anti-cancer therapy may provide needed insights. Given lack of consensus describing utilization of DNAm data to predict survivorship issues, a review evaluating the current landscape is warranted. OBJECTIVE Provide an overview of current studies examining associations of DNAm with survivorship burdens in cancer survivors. METHODS A literature review was conducted including studies if they focused on cohorts of cancer survivors, utilized peripheral blood cell DNAm data, and evaluated the associations of DNAm and survivorship issues. RESULTS A total of 22 studies were identified, with majority focused on breast (n = 7) or childhood cancer (n = 9) survivors, and half studies included less than 100 patients (n = 11). Survivorship issues evaluated included those related to neurocognition (n = 5), psychiatric health (n = 3), general wellness (n = 9), chronic conditions (n = 5), and treatment specific toxicities (n = 4). Studies evaluated epigenetic age metrics (n = 10) and DNAm levels at individual CpG sites or regions (n = 12) for their associations with survivorship issues in cancer survivors along with relevant confounding factors. Significant associations of measured DNAm in the peripheral blood samples of cancer survivors and survivorship issues were identified. DISCUSSION/CONCLUSION Studies utilizing epigenetic age metrics and differential methylation analysis demonstrated significant associations of DNAm measurements with survivorship burdens. Associations were observed encompassing diverse survivorship outcomes and timeframes relative to anti-cancer therapy initiation. These findings underscore the potential of these measurements as useful biomarkers in survivorship care and research.
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Affiliation(s)
- Michael Sayer
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
| | - Ding Quan Ng
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
| | - Raymond Chan
- School of Nursing and Health SciencesFlinders UniversityAdelaideSouth AustraliaAustralia
| | - Kord Kober
- School of NursingUniversity of California San FranciscoSan FranciscoCaliforniaUSA
| | - Alexandre Chan
- School of Pharmacy and Pharmaceutical SciencesUniversity of California IrvineIrvineCaliforniaUSA
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Schneider J, Hernandez D, Schlander M, Arndt V. Out-of-pocket payments and loss of income among long-term breast cancer survivors in Germany: a multi-regional population-based study. J Cancer Surviv 2023; 17:1639-1659. [PMID: 36459378 PMCID: PMC10539192 DOI: 10.1007/s11764-022-01293-x] [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: 06/24/2022] [Accepted: 11/03/2022] [Indexed: 12/03/2022]
Abstract
PURPOSE This study aims to examine the magnitude of out of pocket (OOP) payments and income loss, as well as to identify socioeconomic and clinical factors among long-term breast cancer (BC) survivors in Germany. METHODS We examine data from 2654 long-term BC survivors in Germany that participated in the "CAncEr Survivorship - A multi-Regional population-based study" (CAESAR) and who were at least 5 years post diagnosis. BC-related OOP payments and income loss both within the 12 months prior to the survey were analyzed. Two-part regression models were performed to identify socioeconomic and clinical factors. RESULTS OOP payments were incurred by 51.9% of survivors with a total mean spending of 566 euros. Income loss was present among 9.6% of survivors and averaged 5463 euros among those reporting such. Socioeconomic and clinical factors associated with higher OOP payments (p ≤ 0.05) included age at time of diagnosis (65-79 years), education (10-11 years), (early) retirement, stage of diagnosis (stage III), time from diagnosis (more than 10 years), comorbidities (at least 1), and the use of rehabilitation services. Regarding income loss, age at time of diagnosis (50-59 years), (early) retirement, stage of diagnosis (stage II), time from diagnosis (5-7 years), comorbidities (at least 1), and receiving chemotherapy treatment were associated with higher losses. CONCLUSIONS For some survivors in Germany, financial burden can be considerably high despite comprehensive healthcare and support from social security. IMPLICATIONS FOR CANCER SURVIVORS OOP payments related to domestic help and nursing staff as well as to outpatient care are most frequent.
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Affiliation(s)
- Jana Schneider
- Medical Faculty Heidelberg, Heidelberg University, Heidelberg, Germany
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Diego Hernandez
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Michael Schlander
- Division of Health Economics, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Medical Faculty Mannheim, Heidelberg University, Mannheim, Germany
| | - Volker Arndt
- Unit of Cancer Survivorship, Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Health-related quality of life in long-term Caribbean prostate cancer survivors: comparisons with prostate cancer-free men. Qual Life Res 2022; 31:3391-3401. [PMID: 35900615 DOI: 10.1007/s11136-022-03202-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/09/2022] [Indexed: 11/12/2022]
Abstract
PURPOSE Prostate cancer (PCa) and its treatment can impact health-related quality of life (HRQoL). There are few studies of HRQoL in long-term PCa survivors of African ancestry from low- and middle-income countries. We examined the effect of PCa treatment on HRQoL of Jamaican PCa survivors compared with cancer-free controls and explored the effect of demographic and clinical factors on these outcomes. METHODS PCa survivors (n = 64) treated with and without ADT along with PCa-free controls (n = 88) from a case-control study of 10 years post enrolment. HRQoL was measured using the European Organisation for Research and Treatment of Cancer Quality of Life (EORTC-QLQ-C30). Effects of demographic and clinical variables on HRQoL on PCa and type of therapy were evaluated in multivariable linear regression models. RESULTS HRQoL of PCa survivors (overall and by treatment group) indicated a high quality of life, comparable to PCa-free men. However, ADT-treated survivors had lower physical functioning that was of small clinical relevance compared with those not on ADT. Symptom burden scores of PCa survivors and controls were similar excluding fatigue and dyspnoea which were highest in men on ADT and controls. In multivariable models, PCa was not an important determinant of overall HRQoL, functioning or symptom burdens. Underlying medical conditions and marital status were the main contributors to HRQoL in PCa survivors. CONCLUSION PCa cancer status was not an independent determinant of long-term HRQoL in Jamaican men. Interventions addressing social factors and comorbid illnesses could improve HRQOL in long-term PCa survivors.
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Adam S, Thong MSY, Martin-Diener E, Camey B, Egger Hayoz C, Konzelmann I, Mousavi SM, Herrmann C, Rohrmann S, Wanner M, Staehelin K, Strebel RT, Randazzo M, John H, Schmid HP, Feller A, Arndt V. Identifying classes of the pain, fatigue, and depression symptom cluster in long-term prostate cancer survivors-results from the multi-regional Prostate Cancer Survivorship Study in Switzerland (PROCAS). Support Care Cancer 2021; 29:6259-6269. [PMID: 33847829 PMCID: PMC8464556 DOI: 10.1007/s00520-021-06132-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2020] [Accepted: 03/04/2021] [Indexed: 12/25/2022]
Abstract
PURPOSE Aside from urological and sexual problems, long-term (≥5 years after initial diagnosis) prostate cancer (PC) survivors might suffer from pain, fatigue, and depression. These concurrent symptoms can form a cluster. In this study, we aimed to investigate classes of this symptom cluster in long-term PC survivors, to classify PC survivors accordingly, and to explore associations between classes of this cluster and health-related quality of life (HRQoL). METHODS Six hundred fifty-three stage T1-T3N0M0 survivors were identified from the Prostate Cancer Survivorship in Switzerland (PROCAS) study. Fatigue was assessed with the EORTC QLQ-FA12, depressive symptoms with the MHI-5, and pain with the EORTC QLQ-C30 questionnaire. Latent class analysis was used to derive cluster classes. Factors associated with the derived classes were determined using multinomial logistic regression analysis. RESULTS Three classes were identified: class 1 (61.4%) - "low pain, low physical and emotional fatigue, moderate depressive symptoms"; class 2 (15.1%) - "low physical fatigue and pain, moderate emotional fatigue, high depressive symptoms"; class 3 (23.5%) - high scores for all symptoms. Survivors in classes 2 and 3 were more likely to be physically inactive, report a history of depression or some other specific comorbidity, be treated with radiation therapy, and have worse HRQoL outcomes compared to class 1. CONCLUSION Three distinct classes of the pain, fatigue, and depression cluster were identified, which are associated with treatment, comorbidities, lifestyle factors, and HRQoL outcomes. Improving classification of PC survivors according to severity of multiple symptoms could assist in developing interventions tailored to survivors' needs.
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Affiliation(s)
- Salome Adam
- National Institute for Cancer Epidemiology and Registration (NICER), c/o University of Zurich, Zurich, Switzerland
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Melissa S Y Thong
- Unit of Cancer Survivorship, German Cancer Research Center (DKFZ), Heidelberg, Germany.
| | - Eva Martin-Diener
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | | | | | | | - Seyed Mohsen Mousavi
- Cancer Registry East Switzerland, St. Gallen, Switzerland
- Cancer Registry Graubünden and Glarus, Chur, Switzerland
| | - Christian Herrmann
- Cancer Registry East Switzerland, St. Gallen, Switzerland
- Cancer Registry Graubünden and Glarus, Chur, Switzerland
| | - Sabine Rohrmann
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
- Cancer Registry Zurich, Zug, Schaffhausen and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Miriam Wanner
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
- Cancer Registry Zurich, Zug, Schaffhausen and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | | | - Räto T Strebel
- Department of Urology, Graubünden Cantonal Hospital, Chur, Switzerland
| | - Marco Randazzo
- Department of Urology, GZO Spital Wetzikon AG, Wetzikon, Switzerland
- Department of Urology, Winterthur Cantonal Hospital, Winterthur, Switzerland
| | - Hubert John
- Department of Urology, Winterthur Cantonal Hospital, Winterthur, Switzerland
| | - Hans-Peter Schmid
- Department of Urology, School of Medicine (Med-HSG), St. Gallen, Switzerland
| | - Anita Feller
- National Institute for Cancer Epidemiology and Registration (NICER), c/o University of Zurich, Zurich, Switzerland
| | - Volker Arndt
- National Institute for Cancer Epidemiology and Registration (NICER), c/o University of Zurich, Zurich, Switzerland
- Unit of Cancer Survivorship, German Cancer Research Center (DKFZ), Heidelberg, Germany
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Leuteritz K, Richter D, Mehnert-Theuerkauf A, Stolzenburg JU, Hinz A. Quality of life in urologic cancer patients: importance of and satisfaction with specific quality of life domains. Qual Life Res 2021; 31:759-767. [PMID: 34275030 PMCID: PMC8921173 DOI: 10.1007/s11136-021-02954-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/12/2021] [Indexed: 11/15/2022]
Abstract
Purpose Quality of life (QoL) has been the subject of increasing interest in oncology. Most examinations of QoL have focused on health-related QoL, while other factors often remain unconsidered. Moreover, QoL questionnaires implicitly assume that the subjective importance of the various QoL domains is identical from one patient to the next. The aim of this study was to analyze QoL in a broader sense, considering the subjective importance of the QoL components. Methods A sample of 173 male urologic patients was surveyed twice: once while hospitalized (t1) and once again 3 months later (t2). Patients completed the Questions on Life Satisfaction questionnaire (FLZ-M), which includes satisfaction and importance ratings for eight dimensions of QoL. A control group was taken from the general population (n = 477). Results Health was the most important QoL dimension for both the patient and the general population groups. While satisfaction with health was low in the patient group, the satisfaction ratings of the other seven domains were higher in the patient group than in the general population. The satisfaction with the domain partnership/sexuality showed a significant decline from t1 to t2. Multiple regression analyses showed that the domains health and income contributed most strongly to the global QoL score at t2 in the patient group. Conclusion Health is not the only relevant category when assessing QoL in cancer patients; social relationships and finances are pertinent as well. Importance ratings contribute to a better understanding of the relevance of the QoL dimensions for the patients.
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Affiliation(s)
- Katja Leuteritz
- Department of Medical Psychology and Medical Sociology, University of Leipzig, 04103, Leipzig, Germany
| | - Diana Richter
- Department of Medical Psychology and Medical Sociology, University of Leipzig, 04103, Leipzig, Germany
| | - Anja Mehnert-Theuerkauf
- Department of Medical Psychology and Medical Sociology, University of Leipzig, 04103, Leipzig, Germany
| | | | - Andreas Hinz
- Department of Medical Psychology and Medical Sociology, University of Leipzig, 04103, Leipzig, Germany.
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Health-Related Quality of Life in Very Long-Term Cancer Survivors 14-24 Years Post-Diagnosis Compared to Population Controls: A Population-Based Study. Cancers (Basel) 2021; 13:cancers13112754. [PMID: 34206134 PMCID: PMC8199519 DOI: 10.3390/cancers13112754] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 05/25/2021] [Accepted: 05/28/2021] [Indexed: 01/06/2023] Open
Abstract
Simple Summary Little is known about the health-related quality of life in very long-term cancer survivors 10 and more years post-diagnosis. Therefore, we compared the health-related quality of life of survivors of breast, colorectal, and prostate cancer (14–24 years post-diagnosis) with that of same-aged non-cancer controls, according to age, sex, and disease status (disease-free vs. stage IV, recurrence, metastasis, or second cancer). We found that the overall global health status/quality of life of cancer survivors more than a decade after diagnosis was slightly higher than that of population controls of the same age, but more symptoms and lower functioning were reported. Differences were small but statistically significant. Results differed by age, sex, and disease status. The findings point out the need for a comprehensive survivorship care program in order to monitor and treat potential late and long-term effects after the diagnosis and treatment of cancer. Survivorship care should be risk-adapted to survivors’ needs according to sociodemographic and clinical factors. Abstract (1) Background: Little is known about the health-related quality of life (HRQoL) in very long-term cancer survivors (VLTCS) 10 and more years post-diagnosis. The objective was to compare cancer survivors’ HRQoL 14–24 years post-diagnosis with that of same-aged non-cancer controls, stratified by age, sex, and disease status (disease-free vs. stage IV, recurrence, metastasis, or second cancer). (2) Methods: We recruited 2704 very long-term survivors of breast, colorectal and prostate cancer, and 1765 controls in German multi-regional population-based studies. The HRQoL was assessed by the European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (EORTC QLQ-C30). Differences in the HRQoL were estimated with multiple regression, controlling for age, sex (where appropriate), and education. (3) Results: The overall global health status/quality of life of VLTCS more than a decade after diagnosis was slightly higher than that of population controls of the same age, but more symptoms and lower functioning were reported. Differences were small but statistically significant. Results differed by age, sex, and disease status. (4) Conclusions: The findings point out the need for a comprehensive survivorship care program in order to monitor and treat potential late and long-term effects after the diagnosis and treatment of cancer. Survivorship care should be risk-adapted to survivors’ needs according to sociodemographic and clinical factors.
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Ximenes CRC, Bergmann A, Lima JTDO, Cavalcanti AS, Britto MCAD, Mello MJG, Thuler LCS. Impact of age in health-related quality of life in older adults with cancer. GERIATRICS, GERONTOLOGY AND AGING 2021. [DOI: 10.5327/z2447-212320212000106] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE: To evaluate the impact of age in health-related quality of life (HRQoL) in older adults with cancer. METHODS: This was a cross-sectional study of 608 older adults diagnosed with cancer. Age groups were considered an independent variable. For the analysis of HRQoL, the mean scores of age groups were compared by analysis of variance and the Scheffé comparison test. For measuring the association between age and HRQoL, we used simple and multiple linear regression analyses. RESULTS: Cognitive function showed the highest scores (average 87.94 ± 26.87), while physical function showed the lowest ones (68.04 ± 28.63). The highest symptom score was observed for financial difficulties (34.21 ± 39.06), followed by pain (29.47 ± 33.92) and insomnia (28.51 ± 37.03). After adjustment, we observed a decrease in physical function (p = 0.028) and an improvement in emotional function (p = 0.003) with increasing age. Conclusions: In older patients with cancer, age negatively impacted physical function and positively impacted emotional function.
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Affiliation(s)
| | - Anke Bergmann
- Instituto Nacional de Câncer José Alencar Gomes da Silva, Brazil
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Adam S, Martin-Diener E, Camey B, Egger Hayoz C, Konzelmann I, Mohsen Mousavi S, Herrmann C, Rohrmann S, Wanner M, Staehelin K, Strebel RT, Randazzo M, John H, Schmid HP, Arndt V. Health-related quality of life in long-term prostate cancer survivors after nerve-sparing and non-nerve-sparing radical prostatectomy-Results from the multiregional PROCAS study. Cancer Med 2020; 9:5416-5424. [PMID: 32524704 PMCID: PMC7402816 DOI: 10.1002/cam4.3197] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2019] [Revised: 05/03/2020] [Accepted: 05/06/2020] [Indexed: 12/13/2022] Open
Abstract
Background Nerve‐sparing (NS) surgery was developed to improve postoperative sexual and potentially urological outcomes after radical prostatectomy (RP). However, it is largely unknown how NSRP affects health‐related quality of life (HRQoL) including urinary and sexual outcomes in prostate cancer (PC) survivors 5‐10 years after diagnosis in comparison with Non‐NSRP. Methods The study population included 382 stage pT2‐T3N0M0 PC survivors 5‐10 years post diagnosis, who were identified from the multiregional Prostate Cancer Survivorship in Switzerland (PROCAS) study. Briefly, in 2017/2018, PC survivors were identified via six population‐based cancer registries based in both German‐ and French‐speaking Switzerland. HRQoL and PC‐specific symptom burden was assessed using the EORTC QLQ‐C30 and EORTC QLQ‐PR25 questionnaires. Differences in HRQoL outcomes between survivors treated with NSRP (uni‐ & bilateral) and Non‐NSRP were analyzed with multivariable linear regression adjusted for age, years since diagnosis, cancer stage, comorbidities at diagnosis, and further therapies, if appropriate. Multiple imputation was performed to minimize the bias due to missing data. Results Five to ten years after diagnosis, PC survivors treated with NSRP and Non‐NSRP reported similar symptom burden and comparable HRQoL function scores. The only significant differences were reported for sexual activity, whereas PC survivors who underwent NSRP reported statistically significant (P = .031) higher sexual activity than those on Non‐NSRP. NSRP and Non‐NSRP reported similar scores for urinary symptoms and all other HRQoL outcomes. Conclusions Our results support nerve‐sparing techniques as an option to improve postoperative sexual, but not urinary outcomes after RP in long‐term PC survivors.
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Affiliation(s)
- Salome Adam
- National Institute for Cancer Epidemiology and Registration (NICER), c/o University of Zurich, Zurich, Switzerland.,Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Eva Martin-Diener
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | | | | | | | - Seyed Mohsen Mousavi
- Cancer Registry East Switzerland, St. Gallen, Switzerland.,Cancer Registry Graubünden and Glarus, Chur, Switzerland
| | - Christian Herrmann
- Cancer Registry East Switzerland, St. Gallen, Switzerland.,Cancer Registry Graubünden and Glarus, Chur, Switzerland
| | - Sabine Rohrmann
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland.,Cancer Registry Zurich, Zug, Schaffhausen and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | - Miriam Wanner
- Division of Chronic Disease Epidemiology, Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland.,Cancer Registry Zurich, Zug, Schaffhausen and Schwyz, University Hospital Zurich, Zurich, Switzerland
| | | | - Räto T Strebel
- Department of Urology, Graubünden Cantonal Hospital, Chur, Switzerland
| | - Marco Randazzo
- Department of Urology, Winterthur Cantonal Hospital, Winterthur, Switzerland
| | - Hubert John
- Department of Urology, Winterthur Cantonal Hospital, Winterthur, Switzerland
| | - Hans-Peter Schmid
- Department of Urology, St. Gallen Cantonal Hospital, St. Gallen, Switzerland
| | - Volker Arndt
- National Institute for Cancer Epidemiology and Registration (NICER), c/o University of Zurich, Zurich, Switzerland.,Unit of Cancer Survivorship, Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), Heidelberg, Germany
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