1
|
Boehmer A, Thio CSH, Christina J, Miller M, Fauer A, Dent E, Lam WWT, Ng DWL, Chan RJ, Han CY. Dietary indices to measure diet quality in older cancer survivors: A scoping review on tools, their components and association with health outcomes. Arch Gerontol Geriatr 2025; 132:105797. [PMID: 40022807 PMCID: PMC12068661 DOI: 10.1016/j.archger.2025.105797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 02/11/2025] [Accepted: 02/18/2025] [Indexed: 03/04/2025]
Abstract
BACKGROUND Older cancer survivors live with more comorbidities and have a higher mortality rate compared to the general older population. A high-quality diet that adheres to evidence based dietary recommendations and guidelines may help mitigate these issues. This can be assessed using dietary quality indices (DQIs), which objectively summarize scores for selected dietary components. OBJECTIVE Identify the DQIs available in the literature for older cancer survivors, and their associations with health outcomes. METHOD Five databases were searched to identify peer-reviewed articles in English, from inception to 12th November 2024. Two researchers independently screened 3,145 studies, extracted and qualitatively assessed data from 28 included reports from 16 studies. RESULTS 12 DQIs and 40 unique components within these indices were identified and summarised narratively. Total vegetables (n = 8), total fruits (n = 8), whole grains (n = 6), saturated fat (n = 8), and salt/sodium (n = 8) were the most frequently incorporated components within a DQI. All DQIs were derived from evidence-based dietary guidelines. Only three DQIs were specifically designed for oncology population. Higher diet quality was associated with higher HR-QoL in breast, prostate, and colorectal cancer survivors in all but one study. The associations between mortality and diet quality were inconsistent, depending on the type of cancer and the mortality type i.e., cancer-specific or other causes. CONCLUSIONS DQIs are associated with important health outcomes. A major knowledge gap exists in DQIs suitable for older cancer survivors. Future research should develop DQIs to better assess how high-quality diets enhance health outcomes in older cancer survivors.
Collapse
Affiliation(s)
- Andrea Boehmer
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Christina Syu Hong Thio
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Juliana Christina
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Michelle Miller
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Alex Fauer
- Betty Irene Moore School of Nursing, University of California Davis, Sacramento, California, USA
| | - Elsa Dent
- Faculty of Health Sciences & Medicine, Bond University, Gold Coast, Queensland, Australia
| | - Wendy Wing Tak Lam
- LKS Faculty of Medicine, School of Public Health, Centre for Psycho-Oncology Research and Training, The University of Hong Kong, Hong Kong, Hong Kong SAR, China; LKS Faculty of Medicine, Jockey Club Institute of Cancer Care, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Danielle Wing Lam Ng
- LKS Faculty of Medicine, School of Public Health, Centre for Psycho-Oncology Research and Training, The University of Hong Kong, Hong Kong, Hong Kong SAR, China; LKS Faculty of Medicine, Jockey Club Institute of Cancer Care, The University of Hong Kong, Hong Kong, Hong Kong SAR, China
| | - Raymond Javan Chan
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia
| | - Chad Yixian Han
- Caring Futures Institute, College of Nursing and Health Sciences, Flinders University, Adelaide, South Australia, Australia.
| |
Collapse
|
2
|
Porfyris O, Detopoulou P, Adamantidi T, Tsoupras A, Papageorgiou D, Ioannidis A, Rojas Gil AP. Phytochemicals as Chemo-Preventive and Therapeutic Agents Against Bladder Cancer: A Comprehensive Review. Diseases 2025; 13:103. [PMID: 40277814 PMCID: PMC12026019 DOI: 10.3390/diseases13040103] [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: 01/23/2025] [Revised: 03/15/2025] [Accepted: 03/25/2025] [Indexed: 04/26/2025] Open
Abstract
Bladder cancer has a high incidence worldwide and is characterized by a high recurrence rate, metastatic potential, and a significant socioeconomic burden. Conventional treatment modalities usually exhibit serious adverse complications, which also negatively affect patients' quality of life. In the context of exploring new treatment approaches with fewer side effects, the utilization of natural compounds as alternative and/or complementary therapeutic options seems appealing. In the present study, the potential use and effects of various bioactive phytochemicals, including curcumin, resveratrol, epigallocatechin, genistein, and several others, in bladder cancer treatment are thoroughly reviewed. A special focus is given to their potential to beneficially modulate important molecular signaling pathways and mechanisms affecting cell survival, proliferation, migration, and apoptosis, which play a crucial role in the pathogenesis of bladder cancer, such as the PI3K/AKT/mTOR, Ras/Raf/MEK/MAPK, Wnt/β-Catenin, Notch, Hedgehog, Hippo, JAK2/STAT3, and PAF/PAF-receptor pathways. Nevertheless, most studies have been conducted in cell cultures and animal models. Due to differences in genetics and metabolism, more clinical trials are needed to ensure the bio-efficacy of these phytochemicals in humans.
Collapse
Affiliation(s)
- Orestis Porfyris
- Laboratory of Basic Health Sciences, Department of Nursing, Faculty of Health Sciences, University of the Peloponnese, Akadimaikou GK, 3 Building OAED, 22100 Tripoli, Greece; (O.P.); (A.I.)
| | - Paraskevi Detopoulou
- Department of Nutritional Science and Dietetics, Faculty of Health Sciences, University of Peloponnese, New Building, Antikalamos, 24100 Kalamata, Greece;
| | - Theodora Adamantidi
- Hephaestus Laboratory, School of Chemistry, Faculty of Sciences, Democritus University of Thrace, Kavala University Campus, 65404 Kavala, Greece; (T.A.); (A.T.)
| | - Alexandros Tsoupras
- Hephaestus Laboratory, School of Chemistry, Faculty of Sciences, Democritus University of Thrace, Kavala University Campus, 65404 Kavala, Greece; (T.A.); (A.T.)
| | - Dimitris Papageorgiou
- Department of Nursing, Faculty of Health Sciences, University of Peloponnese Panarcadian Hospital of Tripoli, Red Cross Terminal (Administrative Services) 2nd Floor, 22100 Tripoli, Greece;
| | - Anastasios Ioannidis
- Laboratory of Basic Health Sciences, Department of Nursing, Faculty of Health Sciences, University of the Peloponnese, Akadimaikou GK, 3 Building OAED, 22100 Tripoli, Greece; (O.P.); (A.I.)
| | - Andrea Paola Rojas Gil
- Laboratory of Basic Health Sciences, Department of Nursing, Faculty of Health Sciences, University of the Peloponnese, Akadimaikou GK, 3 Building OAED, 22100 Tripoli, Greece; (O.P.); (A.I.)
| |
Collapse
|
3
|
Curtis AR, Livingstone KM, Daly RM, Brayner B, Abbott G, Kiss N. Dietary patterns, malnutrition, muscle loss and sarcopenia in cancer survivors: findings from the UK Biobank. J Cancer Surviv 2024; 18:1889-1902. [PMID: 37468793 PMCID: PMC11502595 DOI: 10.1007/s11764-023-01428-8] [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: 04/27/2023] [Accepted: 07/03/2023] [Indexed: 07/21/2023]
Abstract
PURPOSE To identify dietary patterns derived from protein, polyunsaturated fatty acids (PUFA) and vitamin D and examine associations with malnutrition, low muscle mass and sarcopenia in cancer survivors. METHODS This cross-sectional study included cancer survivors (n = 2415) from the UK Biobank (age [mean ± SD] 59.7 ± 7.1 years; 60.7% female). The Oxford WebQ 24-h dietary assessment estimated food and nutrient intakes. Reduced rank regression derived dietary patterns (response variables: protein [g/kg/day], PUFA [g/day] and vitamin D [μg/day]). Adjusted logistic regression analysis examined associations between dietary patterns and malnutrition, low muscle mass and sarcopenia. RESULTS Three dietary patterns were identified: (i) 'high oily fish and nuts', characterised by higher oily fish and nuts and seeds intake; (ii) 'low oily fish', characterised by lower oily fish intake and higher potato intake; and (iii) 'meat and dairy', characterised by higher intake of meat, poultry and dairy. Eighteen percent of participants were malnourished, 5% had low muscle mass and 6.5% had sarcopenia. Odds of being malnourished were significantly lower with adherence to a 'high oily fish and nuts' pattern (OR: 0.57; 95% CI: 0.50, 0.65) and 'low oily fish' pattern (OR: 0.81; 95% CI: 0.73, 0.90). The 'meat and dairy' pattern was not associated with malnutrition. No dietary patterns were associated with low muscle mass or sarcopenia. CONCLUSIONS Energy-rich dietary patterns were associated with lower odds of malnutrition in cancer survivors but did not influence muscle mass or sarcopenia risk. IMPLICATIONS FOR CANCER SURVIVORS Better understanding of dietary patterns may improve cancer-related outcomes for cancer survivors.
Collapse
Affiliation(s)
- Annie R Curtis
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia.
| | | | - Robin M Daly
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia
| | - Barbara Brayner
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia
| | - Gavin Abbott
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia
| | - Nicole Kiss
- Institute for Physical Activity and Nutrition, Deakin University, Geelong, Australia
- Allied Health Research, Peter MacCallum Cancer Centre, Melbourne, Australia
| |
Collapse
|
4
|
Rigiroli F, Zhang D, Molinger J, Wang Y, Chang A, Wischmeyer PE, Inman BA, Gupta RT. Automated versus manual analysis of body composition measures on computed tomography in patients with bladder cancer. Eur J Radiol 2022; 154:110413. [PMID: 35732083 PMCID: PMC9398959 DOI: 10.1016/j.ejrad.2022.110413] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2022] [Accepted: 06/11/2022] [Indexed: 11/24/2022]
Abstract
PURPOSE Manual measurement of body composition on computed tomography (CT) is time-consuming, limiting its clinical use. We validate a software program, Automatic Body composition Analyzer using Computed tomography image Segmentation (ABACS), for the automated measurement of body composition by comparing its performance to manual segmentation in a cohort of patients with bladder cancer. METHOD We performed a retrospective analysis of 285 patients treated for bladder cancer at the Duke University Health System from 1996 to 2017. Abdominal CT images were manually segmented at L3 using Slice-O-Matic. Automated segmentation was performed with ABACS on the same L3-level images. Measures of interest were skeletal muscle (SM) area, subcutaneous adipose tissue (SAT) area, and visceral adipose tissue (VAT) area. SM index, SAT index, and VAT index were calculated by dividing component areas by patient height2 (m2). Patients were dichotomized as sarcopenic, having excessive subcutaneous fat, or having excessive visceral fat using published cut-off values. Agreement between manual and automated segmentation was assessed using the Pearson product-moment correlation coefficient (PPMCC), the interclass correlation coefficient (ICC3), and the kappa statistic (κ). RESULTS There was strong agreement between manual and automatic segmentation, with PPMCCs > 0.90 and ICC3s > 0.90 for SM, SAT, and VAT areas. Categorization of patients as sarcopenic (κ = 0.73), having excessive subcutaneous fat (κ = 0.88), or having excessive visceral fat (κ = 0.90) displayed high agreement between methods. CONCLUSIONS Automated segmentation of body composition measures on CT using ABACS performs similarly to manual analysis and may expedite data collection in body composition research.
Collapse
Affiliation(s)
- Francesca Rigiroli
- Department of Radiology, Duke University Medical Center, Durham, NC, USA; Department of Radiology, Beth Israel Deaconess Medical Center, Boston, MA, USA.
| | - Dylan Zhang
- Department of Radiology, Duke University Medical Center, Durham, NC, USA.
| | - Jeroen Molinger
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.
| | - Yingqi Wang
- Division of Urology, Duke Cancer Institute, Durham, NC, USA.
| | - Andrew Chang
- Division of Urology, Duke Cancer Institute, Durham, NC, USA.
| | - Paul E Wischmeyer
- Department of Anesthesiology, Duke University Medical Center, Durham, NC, USA.
| | - Brant A Inman
- Division of Urology, Duke Cancer Institute, Durham, NC, USA; Duke Cancer Institute Center for Prostate and Urologic Cancers, Durham, NC, USA.
| | - Rajan T Gupta
- Department of Radiology, Duke University Medical Center, Durham, NC, USA; Division of Urology, Duke Cancer Institute, Durham, NC, USA; Duke Cancer Institute Center for Prostate and Urologic Cancers, Durham, NC, USA.
| |
Collapse
|
5
|
Bellos TC, Tzelves LI, Manolitsis IS, Katsimperis SN, Berdempes MV, Skolarikos A, Karakousis ND. Sarcopenia in Urinary Bladder Cancer: Definition, Prevalence and Prognostic Value in Survival. MAEDICA 2022; 17:427-435. [PMID: 36032591 PMCID: PMC9375863 DOI: 10.26574/maedica.2022.17.2.427] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Sarcopenia, defined as the systemic loss of muscle function and mass, is commonly seen in advanced oncologic states, usually in conjunction with cancer cachexia. Bladder cancer represents one of the most common neoplasms worldwide and affects mainly the elderly who are already frail. The purpose of this study is to review the potential association between sarcopenia and bladder cancer in patients receiving different types of treatments. A thorough MEDLINE/PubMed non-systematic literature review was conducted from 1990 to January 2022, using the following search terms: "sarcopenia and bladder cancer" and "low muscle mass and bladder cancer". Sarcopenia probably poses a negative impact on the prognosis of patients at any stage of bladder cancer, as it is linked with overall worse survival, cancer specific survival and progression-free survival in those treated, with either radical cystectomy or chemotherapy. In addition, sarcopenia seems to be a strong predictor concerning complications and a negative prognostic factor following chemotherapy and surgery for bladder cancer. On the other hand, it seems that sarcopenic patients who receive radiotherapy or immunotherapy are not so severely affected.
Collapse
Affiliation(s)
| | - Lazaros I Tzelves
- 2nd Department of Urology, Sismanoglio General Hospital of Athens, Athens, Greece
| | - Ioannis S Manolitsis
- 2nd Department of Urology, Sismanoglio General Hospital of Athens, Athens, Greece
| | | | - Marinos V Berdempes
- 2nd Department of Urology, Sismanoglio General Hospital of Athens, Athens, Greece
| | - Andreas Skolarikos
- 2nd Department of Urology, Sismanoglio General Hospital of Athens, Athens, Greece
| | | |
Collapse
|
6
|
Curtis AR, Livingstone KM, Daly RM, Marchese LE, Kiss N. Associations between Dietary Patterns and Malnutrition, Low Muscle Mass and Sarcopenia in Adults with Cancer: A Scoping Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:1769. [PMID: 35162796 PMCID: PMC8834841 DOI: 10.3390/ijerph19031769] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 01/31/2022] [Accepted: 02/03/2022] [Indexed: 02/07/2023]
Abstract
Dietary patterns examine the combinations, types and quantities of foods consumed in the diet. Compared to individual nutrients, dietary patterns may be better associated with cancer-related malnutrition, low muscle mass and sarcopenia. This scoping review identified associations between dietary patterns, assessed using data-driven methods (i.e., statistical methods used to derive existing dietary patterns) and hypothesis-orientated methods (i.e., adherence to diet quality indices), and malnutrition, low muscle (lean) mass and sarcopenia. MEDLINE, Embase and CINAHL databases were searched up to September 2021. Of the 3341 studies identified, seven studies were eligible for review. Study designs included experimental (n = 5) and observational (n = 2), and people with prostate, ovarian and endometrial, bladder, breast, and gastrointestinal cancers. One study used data-driven methods to derive dietary patterns, finding adherence to a 'fat and fish' diet was associated with lower odds of low muscle mass. Two studies examined adherence to hypothesis-orientated methods including the Mediterranean Diet Adherence Screener and Healthy Eating Index 2010 and four studies used 'non-traditional' approaches to analyse dietary patterns. Hypothesis-orientated dietary patterns, developed to improve general health and prevent chronic disease, and 'non-traditional' dietary patterns demonstrated inconsistent effects on muscle (lean) mass. All studies investigated muscle (lean) mass, omitting malnutrition and sarcopenia as cancer-related outcomes. This scoping review highlights the limited research examining the effect of dietary patterns on cancer-related outcomes.
Collapse
Affiliation(s)
- Annie R. Curtis
- Institute for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia; (K.M.L.); (R.M.D.); (L.E.M.); (N.K.)
| | - Katherine M. Livingstone
- Institute for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia; (K.M.L.); (R.M.D.); (L.E.M.); (N.K.)
| | - Robin M. Daly
- Institute for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia; (K.M.L.); (R.M.D.); (L.E.M.); (N.K.)
| | - Laura E. Marchese
- Institute for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia; (K.M.L.); (R.M.D.); (L.E.M.); (N.K.)
| | - Nicole Kiss
- Institute for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University, Geelong, VIC 3220, Australia; (K.M.L.); (R.M.D.); (L.E.M.); (N.K.)
- Allied Health Department, Peter MacCallum Cancer Centre, Melbourne, VIC 3000, Australia
| |
Collapse
|
7
|
Lokeshwar SD, Press BH, Nie J, Klaassen Z, Kenney PA, Leapman MS. Cachexia and bladder cancer: clinical impact and management. Curr Opin Support Palliat Care 2021; 15:260-265. [PMID: 34698663 DOI: 10.1097/spc.0000000000000580] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
PURPOSE OF REVIEW The purpose of this review is to describe the causes, management, and clinical outcomes associated with cachexia and related components including sarcopenia, among patients with bladder cancer (BCa). RECENT FINDINGS Cachexia in patients with BCa is associated with poorer outcomes after radical cystectomy (RC), radiation, and chemotherapy. Nutritional supplements and novel pharmaceutical agents including magnolol, flucoidan and Anamorelin are currently undergoing investigation for their potential use in BCa patients with cachexia. SUMMARY Cachexia is a hypercatabolic state thought to be caused by an immune-regulated release of cytokines and disruptions of molecular pathways within the tumor microenvironment and systemically. Nutritional deficiencies in patients with BCa also contribute to cachexia and sarcopenia. Patients with BCa -related cachexia and sarcopenia experience worse survival and therapeutic outcomes after RC, chemotherapy, and radiation therapy. Patients with cachexia also experience more postoperative complications after RC. The management of cachexia in patients with BCa remains challenging and requires timely identification, and multidisciplinary management including nutritional supplementation, physical therapy, palliative care, and pharmacological agents. Clinical trials and human studies are still required to determine which pharmacological agents are optimal for BCa cachexia.
Collapse
Affiliation(s)
- Soum D Lokeshwar
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - Benjamin H Press
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - James Nie
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - Zachary Klaassen
- Department of Urology, Medical College of Georgia, Augusta, Georgia, USA
| | - Patrick A Kenney
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| | - Michael S Leapman
- Department of Urology, Yale University School of Medicine, New Haven, Connecticut
| |
Collapse
|
8
|
Regnier P, DE Luca V, Brunelle S, Sfumato P, Walz J, Rybikowski S, Maubon T, Branger N, Fakhfakh S, Durand M, Gravis G, Pignot G. Impact of sarcopenia status of muscle-invasive bladder cancer patients on kidney function after neoadjuvant chemotherapy. Minerva Urol Nephrol 2020; 73:215-224. [PMID: 32083413 DOI: 10.23736/s2724-6051.20.03616-4] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND Sarcopenia is suspected to influence the complication rates in patients undergoing radical cystectomy (RC). The aim of our study was to assess variations in sarcopenia in patients scheduled for neoadjuvant cisplatin-based chemotherapy (NAC) and RC for muscle invasive bladder cancer (MIBC) and to explore the impact of sarcopenia on complications linked to NAC or surgery. METHODS Between 2012 and 2017, 82 consecutive patients who underwent NAC and RC for cT2-T4 N0 MIBC were retrospectively selected. Using CT scan before and after NAC, Lumbar Skeletal Muscle Index (SMI) was assessed by two observers. We defined severe sarcopenia as SMI <50 cm2/m2 for men and SMI <35 cm2/m2 for women. We evaluated pre- and post-NAC cisplatin-based chemotherapy renal function and post-operative complication rates after cystectomy using the Clavien-Dindo classification. We explored risk factors of complications by logistic regression models. RESULTS According to the SMI, 47 patients (57.3%) were classified as sarcopenic and 35 patients (42.7%) non-sarcopenic. Patients' characteristics between sarcopenic and non-sarcopenic patients were not significantly different except for BMI (P<0.001). Among patients non-sarcopenic before NAC, nine (25.7%) became sarcopenic after NAC. In multivariate analysis, sarcopenia was an independent significant predictor of renal impairment after NAC (P=0.02). Moreover, sarcopenia and ASA score were independent significant predictors of postoperative early complications (P=0.01 and P=0.03, respectively). CONCLUSIONS We observed significant changes in sarcopenic status during NAC. Sarcopenia, estimated by the lumbar SMI measurement, was an independent predictor associated with the risk of renal impairment during NAC and early postoperative complications after RC.
Collapse
Affiliation(s)
- Pierre Regnier
- Department of Urology, Nice University Hospital, University of Nice Sophia Antipolis, Nice, France
| | - Valeria DE Luca
- Department of Radiology, Paoli-Calmettes Institute, Marseille, France
| | - Serge Brunelle
- Department of Radiology, Paoli-Calmettes Institute, Marseille, France
| | - Patrick Sfumato
- Department of Biostatistics, Paoli-Calmettes Institute, Marseille, France
| | - Jochen Walz
- Department of Surgical Oncology 2, Paoli-Calmettes Institute, Marseille, France
| | | | - Thomas Maubon
- Department of Surgical Oncology 2, Paoli-Calmettes Institute, Marseille, France
| | - Nicolas Branger
- Department of Surgical Oncology 2, Paoli-Calmettes Institute, Marseille, France
| | - Sami Fakhfakh
- Department of Surgical Oncology 2, Paoli-Calmettes Institute, Marseille, France
| | - Matthieu Durand
- Department of Urology, Nice University Hospital, University of Nice Sophia Antipolis, Nice, France
| | - Gwenaelle Gravis
- Department of Medical Oncology, Paoli-Calmettes Institute, Aix-Marseille University, Marseille, France
| | - Géraldine Pignot
- Department of Surgical Oncology 2, Paoli-Calmettes Institute, Marseille, France -
| |
Collapse
|