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      Predicting trajectories of recovery in prostate cancer patients undergone Robot-Assisted Radical Prostatectomy (RARP)

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          Abstract

          Objective

          To identify trends of patients’ urinary and sexual dysfunctions from a clinical and psychological perspective and understand whether sociodemographic and medical predictors could differentiate among patients following different one-year longitudinal trajectories.

          Methods

          An Italian sample of 478 prostate cancer patients undergone Robot-Assisted Radical Prostatectomy completed the EPIC-26 survey between July 2015 and July 2016 at the pre-hospitalization (T0), 45 days (T1) and 3 (T2), 6 (T3), 9 (T4), and 12 months (T5) after surgery. Sociodemographic and clinical characteristics (age, BMI, diabetes, nerve-sparing procedure) were also collected. Latent Class Growth Analysis was conducted separately for sexual dysfunction and urinary incontinence EPIC-26 subscales. The association between membership in the two longitudinal trajectories of urinary and sexual dysfunctions was assessed by considering Chi-square test and its related contingency table.

          Results

          People who have a high level of urinary incontinence at T1 are likely to have a worse recovery. Age, BMI and pre-surgical continence may affect the level of incontinence at T1 and the recovery trajectories. Patients with low and moderate sexual problems at T1 can face a moderate linear recovery, while people with high level of impotence immediately after surgery may take a longer period to solve sexual dysfunctions. Age and the pre-surgical sexual condition may impact the recovery. Finally, a great proportion of patients reported both steady problems in sexual function and constant high levels of urinary incontinence over time.

          Conclusions

          This study highlights different categories of patients at risk who may be important to know in order to develop personalized medical pathways and predictive models in a value-based healthcare.

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          Most cited references44

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          American Cancer Society prostate cancer survivorship care guidelines.

          Prostate cancer survivors approach 2.8 million in number and represent 1 in 5 of all cancer survivors in the United States. While guidelines exist for timely treatment and surveillance for recurrent disease, there is limited availability of guidelines that facilitate the provision of posttreatment clinical follow-up care to address the myriad of long-term and late effects that survivors may face. Based on recommendations set forth by a National Cancer Survivorship Resource Center expert panel, the American Cancer Society developed clinical follow-up care guidelines to facilitate the provision of posttreatment care by primary care clinicians. These guidelines were developed using a combined approach of evidence synthesis and expert consensus. Existing guidelines for health promotion, surveillance, and screening for second primary cancers were referenced when available. To promote comprehensive follow-up care and optimal health and quality of life for the posttreatment survivor, the guidelines address health promotion, surveillance for prostate cancer recurrence, screening for second primary cancers, long-term and late effects assessment and management, psychosocial issues, and care coordination among the oncology team, primary care clinicians, and nononcology specialists. A key challenge to the development of these guidelines was the limited availability of published evidence for management of prostate cancer survivors after treatment. Much of the evidence relies on studies with small sample sizes and retrospective analyses of facility-specific and population databases.
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            Value-based health care delivery.

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              Personality as independent predictor of long-term mortality in patients with coronary heart disease.

              Emotional distress has been related to mortality in patients with coronary heart disease (CHD), but little is known about the role of personality in long-term prognosis. We postulated that type-D personality (the tendency to suppress emotional distress) was a predictor of long-term mortality in CHD, independently of established biomedical risk factors. We studied 268 men and 35 women with angiographically documented CHD, aged 31-79 years, who were taking part in an outpatient rehabilitation programme. All patients completed personality questionnaire at entry to the programme. We contacted them 6-10 years later (mean 7-9) to find out survival status. The main endpoint was death from all causes. At follow-up, 38 patients had died; there were 24 cardiac deaths. The rate of death was higher for type-D patients than for those without type-D (23 [27%]/85 vs 15 [7%]/218; p < 0.00001). The association between type-D personality and mortality was still evident more than 5 years after the coronary event and was found in both men and women. Mortality was also associated with impaired left ventricular function, three-vessel disease, low exercise tolerance, and the lack of thrombolytic therapy after myocardial infarction. When we controlled for these biomedical predictors in multiple logistic regression analysis, the impact of type-D remained significant (odds ratio 4.1 [95% CI 1.9-8.8]; p = 0.0004). In this group of CHD patients, type-D was an independent predictor of both cardiac and non-cardiac mortality. Social alienation and depression were also related to mortality, but did not add to the predictive power of type-D. We found that type-D personality was a significant predictor of long-term mortality in patients with established CHD, independently of biomedical risk factors. Personality traits should be taken into account in the association between emotional distress and mortality in CHD.
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                Author and article information

                Contributors
                Role: ConceptualizationRole: Data curationRole: Formal analysisRole: InvestigationRole: MethodologyRole: Project administrationRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: Formal analysisRole: MethodologyRole: SupervisionRole: Writing – original draftRole: Writing – review & editing
                Role: ConceptualizationRole: MethodologyRole: Project administrationRole: Writing – review & editing
                Role: Data curationRole: Project administration
                Role: ResourcesRole: Writing – original draft
                Role: Supervision
                Role: Project administrationRole: Writing – review & editing
                Role: ConceptualizationRole: SupervisionRole: Writing – review & editing
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, CA USA )
                1932-6203
                4 April 2019
                2019
                : 14
                : 4
                : e0214682
                Affiliations
                [1 ] Department of Oncology and Hemato-Oncology, University of Milan, Milan, Italy
                [2 ] Applied Research Division for Cognitive and Psychological Science, European Institute of Oncology IRCCS, Milan, Italy
                [3 ] Patient Safety & Risk Management Service, European Institute of Oncology IRCCS, Milan, Italy
                [4 ] Division of Urology, European Institute of Oncology IRCCS, Milan, Italy
                University of South Alabama Mitchell Cancer Institute, UNITED STATES
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Author information
                http://orcid.org/0000-0001-7761-2804
                http://orcid.org/0000-0003-1382-6779
                Article
                PONE-D-19-00739
                10.1371/journal.pone.0214682
                6448842
                30946773
                3f99d25d-17cf-4270-bdc6-1b2e2835a71d
                © 2019 Marzorati et al

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 9 January 2019
                : 18 March 2019
                Page count
                Figures: 2, Tables: 4, Pages: 15
                Funding
                The authors received no specific funding for this work.
                Categories
                Research Article
                Medicine and Health Sciences
                Urology
                Incontinence
                Medicine and Health Sciences
                Urology
                Sexual Dysfunction
                Medicine and Health Sciences
                Surgical and Invasive Medical Procedures
                Medicine and Health Sciences
                Surgical and Invasive Medical Procedures
                Reproductive System Procedures
                Prostatectomy
                Radical Prostatectomy
                Medicine and Health Sciences
                Surgical and Invasive Medical Procedures
                Surgical Excision
                Prostatectomy
                Radical Prostatectomy
                Medicine and Health Sciences
                Endocrinology
                Endocrine Disorders
                Diabetes Mellitus
                Medicine and Health Sciences
                Metabolic Disorders
                Diabetes Mellitus
                Medicine and Health Sciences
                Geriatrics
                Geriatric Urology
                Medicine and Health Sciences
                Urology
                Geriatric Urology
                Medicine and Health Sciences
                Oncology
                Cancers and Neoplasms
                Genitourinary Tract Tumors
                Prostate Cancer
                Medicine and Health Sciences
                Urology
                Prostate Diseases
                Prostate Cancer
                Medicine and Health Sciences
                Oncology
                Cancer Treatment
                Custom metadata
                All relevant data are within the manuscript. Data made available to all interested researchers upon request ( chiara.marzorati@ 123456ieo.it ).

                Uncategorized
                Uncategorized

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