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Wolff J, Seidel S, Wuelfing P, Lux MP, zu Eulenburg C, Smollich M, Baumann F, Seitz S, Kuemmel S, Thill M, Tio J, Braun M, Hollaender H, Seitz A, Horn F, Harbeck N, Wuerstlein R. App-based support for breast cancer patients to reduce psychological distress during therapy and survivorship - a multicentric randomized controlled trial. Front Oncol 2024; 14:1354377. [PMID: 38699636 PMCID: PMC11064693 DOI: 10.3389/fonc.2024.1354377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Accepted: 03/04/2024] [Indexed: 05/05/2024] Open
Abstract
Introduction The negative impact of unmanaged psychological distress on quality of life and outcome in breast cancer survivors has been demonstrated. Fortunately, studies indicate that distress can effectively be addressed and even prevented using evidence-based interventions. In Germany prescription-based mobile health apps, known as DiGAs (digital health applications), that are fully reimbursed by health insurances, were introduced in 2020. In this study, the effectiveness of an approved breast cancer DiGA was investigated: The personalized coaching app PINK! Coach supports and accompanies breast cancer patients during therapy and follow-up. Methods PINK! Coach was specifically designed for breast cancer (BC) patients from the day of diagnosis to the time of Follow-up (aftercare). The app offers individualized, evidence-based therapy and side-effect management, mindfulness-based stress reduction, nutritional and psychological education, physical activity tracking, and motivational exercises to implement lifestyle changes sustainably in daily routine. A prospective, intraindividual RCT (DRKS00028699) was performed with n = 434 patients recruited in 7 German breast cancer centers from September 2022 until January 2023. Patients with BC were included independent of their stage of diseases, type of therapy and molecular characteristics of the tumor. Patients were randomized into one of two groups: The intervention group got access to PINK! over 12 weeks; the control group served as a waiting-list comparison to "standard of care." The primary endpoint was psychological distress objectified by means of Patient Health Questionnaire-9 (PHQ-9). Subgroups were defined to investigate the app's effect on several patient groups such as MBC vs. EBC patients, patients on therapy vs. in aftercare, patients who received a chemotherapy vs. patients who did not. Results Efficacy analysis of the primary endpoint revealed a significant reduction in psychological distress (least squares estimate -1.62, 95% confidence interval [1.03; 2.21]; p<0.001) among intervention group patients from baseline to T3 vs, control group. Subgroup analysis also suggested improvements across all clinical situations. Conclusion Patients with breast cancer suffer from psychological problems including anxiety and depression during and after therapy. Personalized, supportive care with the app PINK! Coach turned out as a promising opportunity to significantly improve psychological distress in a convenient, accessible, and low-threshold manner for breast cancer patients independent of their stage of disease (EBC/MBC), therapy phase (aftercare or therapy) or therapy itself (chemotherapy/other therapy options). The app is routinely available in Germany as a DiGA. Clinical Trial Registration: DRKS Trial Registry (DRKS00028699).
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Affiliation(s)
- Josefine Wolff
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Ludwig-Maximilian University Munich (LMU) University Hospital, Munich, Germany
- Department Clinical Research, PINK! Gegen Brustkrebs GmbH, Hamburg, Germany
| | - Svenja Seidel
- Department Clinical Research, PINK! Gegen Brustkrebs GmbH, Hamburg, Germany
| | - Pia Wuelfing
- Department Clinical Research, PINK! Gegen Brustkrebs GmbH, Hamburg, Germany
| | - Michael Patrick Lux
- Department of Gynecology and Obstetrics, Frauenklinik St. Louise and St. Josefs-Krankenhaus, St. Vincenz Klinik GmbH, Paderborn, Germany
| | - Christine zu Eulenburg
- Department for Medical Biometry and Epidemiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
| | - Martin Smollich
- Institute of Nutritional Medicine, University Hospital Schleswig-Holstein, Luebeck, Germany
| | - Freerk Baumann
- Department I of Internal Medicine, University of Cologne, Cologne, Germany
| | - Stephan Seitz
- Department of Obstetrics and Gynecology, Caritas Hospital St. Josef, University of Regensburg, Regensburg, Germany
| | | | - Marc Thill
- Markus Hospital, Breast Center, Frankfurt, Germany
| | - Joke Tio
- Department of Gynecology and Obstetrics, University Hospital of Münster, Münster, Germany
| | - Michael Braun
- Department of Gynecology, Breast Center, Red Cross Hospital, Munich, Germany
| | - Hannah Hollaender
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Ludwig-Maximilian University Munich (LMU) University Hospital, Munich, Germany
| | - Angenla Seitz
- Department Clinical Research, PINK! Gegen Brustkrebs GmbH, Hamburg, Germany
| | - Felicitas Horn
- Department Clinical Research, PINK! Gegen Brustkrebs GmbH, Hamburg, Germany
| | - Nadia Harbeck
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Ludwig-Maximilian University Munich (LMU) University Hospital, Munich, Germany
| | - Rachel Wuerstlein
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Ludwig-Maximilian University Munich (LMU) University Hospital, Munich, Germany
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Trojan A, Roth S, Atassi Z, Kiessling M, Zenhaeusern R, Kadvany Y, Schumacher J, Kullak-Ublick GA, Aapro M, Eniu A. Comparison of the Real-World Reporting of Symptoms and Well-Being for the HER2-Directed Trastuzumab Biosimilar Ogivri With Registry Data for Herceptin in the Treatment of Breast Cancer: Prospective Observational Study (OGIPRO) of Electronic Patient-Reported Outcomes. JMIR Cancer 2024; 10:e54178. [PMID: 38573759 PMCID: PMC11027054 DOI: 10.2196/54178] [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: 11/01/2023] [Revised: 12/22/2023] [Accepted: 02/27/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Trastuzumab has had a major impact on the treatment of human epidermal growth factor receptor 2 (HER2)-positive breast cancer (BC). Anti-HER2 biosimilars such as Ogivri have demonstrated safety and clinical equivalence to trastuzumab (using Herceptin as the reference product) in clinical trials. To our knowledge, there has been no real-world report of the side effects and quality of life (QoL) in patients treated with biosimilars using electronic patient-reported outcomes (ePROs). OBJECTIVE The primary objective of this prospective observational study (OGIPRO study) was to compare the ePRO data related to treatment side effects collected with the medidux app in patients with HER2-positive BC treated with the trastuzumab biosimilar Ogivri (prospective cohort) to those obtained from historical cohorts treated with Herceptin alone or combined with pertuzumab and/or chemotherapy (ClinicalTrials.gov NCT02004496 and NCT03578731). METHODS Patients were treated with Ogivri alone or combined with pertuzumab and/or chemotherapy and hormone therapy in (neo)adjuvant and palliative settings. Patients used the medidux app to dynamically record symptoms (according to the Common Terminology Criteria for Adverse Events [CTCAE]), well-being (according to the Eastern Cooperative Oncology Group Performance Status scale), QoL (using the EQ-5D-5L questionnaire), cognitive capabilities, and vital parameters over 6 weeks. The primary endpoint was the mean CTCAE score. Key secondary endpoints included the mean well-being score. Data of this prospective cohort were compared with those of the historical cohorts (n=38 patients; median age 51, range 31-78 years). RESULTS Overall, 53 female patients with a median age of 54 years (range 31-87 years) were enrolled in the OGIPRO study. The mean CTCAE score was analyzed in 50 patients with available data on symptoms, while the mean well-being score was evaluated in 52 patients with available data. The most common symptoms reported in both cohorts included fatigue, taste disorder, nausea, diarrhea, dry mucosa, joint discomfort, tingling, sleep disorder, headache, and appetite loss. Most patients experienced minimal (grade 0) or mild (grade 1) toxicities in both cohorts. The mean CTCAE score was comparable between the prospective and historical cohorts (29.0 and 30.3, respectively; mean difference -1.27, 95% CI -7.24 to 4.70; P=.68). Similarly, no significant difference was found for the mean well-being score between the groups treated with the trastuzumab biosimilar Ogivri and Herceptin (74.3 and 69.8, respectively; mean difference 4.45, 95% CI -3.53 to 12.44; P=.28). CONCLUSIONS Treatment of patients with HER2-positive BC with the trastuzumab biosimilar Ogivri resulted in equivalent symptoms, adverse events, and well-being as found for patients treated with Herceptin as determined by ePRO data. Hence, integration of an ePRO system into research and clinical practice can provide reliable information when investigating the real-world tolerability and outcomes of similar therapeutic compounds. TRIAL REGISTRATION ClinicalTrials.gov NCT05234021; https://clinicaltrials.gov/study/NCT05234021.
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Affiliation(s)
- Andreas Trojan
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
- BrustZentrum Zürichsee, Horgen, Switzerland
| | - Sven Roth
- Faculty of Medicine, University of Zurich, Zurich, Switzerland
| | | | | | | | | | | | - Gerd A Kullak-Ublick
- Department of Clinical Pharmacology and Toxicology, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Matti Aapro
- Cancer Center, Clinique de Genolier, Genolier, Switzerland
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Shahnam A, Nindra U, Desai J, Hui R, Buyse M, Hopkins AM, Sorich MJ. Time to deterioration of patient-reported outcomes as a surrogate of overall survival: a meta-analysis. J Natl Cancer Inst 2023; 115:1475-1482. [PMID: 37540222 DOI: 10.1093/jnci/djad152] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/06/2023] [Accepted: 07/31/2023] [Indexed: 08/05/2023] Open
Abstract
BACKGROUND Overall survival is the optimal marker of treatment efficacy in randomized clinical trials (RCTs) but can take considerable time to mature. Progression-free survival (PFS) has served as an early surrogate of overall survival but is imperfect. Time to deterioration in quality of life (QOL) measures could be a surrogate for overall survival. METHODS Phase 3 RCTs in solid malignancies that reported overall survival, PFS, and time to deterioration in QOL or physical function published between January 1, 2010, and June 30, 2022, were evaluated. Weighted regression analysis was used to assess the relationship between PFS, time to deterioration in QOL, and time to deterioration in physical function with overall survival. The coefficient of determination (R2) was used to quantify surrogacy. RESULTS In total, 138 phase 3 RCTs were included. Of these, 47 trials evaluated immune checkpoint inhibitors and 91 investigated non-immune checkpoint inhibitor agents. Time to deterioration in QOL (137 RCTs) and time to deterioration in physical function (75 RCTs) performed similarly to PFS as surrogates for overall survival (R2 = 0.18 vs R2 = 0.19 and R2 = 0.10 vs R2 = 0.09, respectively). For immune checkpoint inhibitor studies, time to deterioration in physical function had a higher association with overall survival than with PFS (R2 = 0.38 vs R2 = 0.19), and PFS and time to deterioration in physical function did not correlate with each other (R2 = 0). When time to deterioration in physical function and PFS are used together, the coefficient of determination increased (R2 = 0.57). CONCLUSIONS Time to deterioration in physical function appears to be an overall survival surrogate measure of particular importance for immune checkpoint inhibitor treatment efficacy. The combination of time to deterioration in physical function with PFS may enable better prediction of overall survival treatment benefit in RCTs of immune checkpoint inhibitors than either PFS or time to deterioration in physical function alone.
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Affiliation(s)
- Adel Shahnam
- Department of Medical Oncology, Peter McCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Udit Nindra
- Department of Medical Oncology, Liverpool Hospital, Sydney, New South Wales, Australia
| | - Jayesh Desai
- Department of Medical Oncology, Peter McCallum Cancer Centre, Melbourne, Victoria, Australia
| | - Rina Hui
- Centre of Cancer Medicine, University of Hong Kong, Hong Kong
| | - Marc Buyse
- International Drug Development Institute, Brussels, Belgium
| | - Ashley M Hopkins
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
| | - Michael J Sorich
- College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
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Wolff J, Wuelfing P, Koenig A, Ehrl B, Damsch J, Smollich M, Baumann FT, Harbeck N, Wuerstlein R. App-Based Lifestyle Coaching (PINK!) Accompanying Breast Cancer Patients and Survivors to Reduce Psychological Distress and Fatigue and Improve Physical Activity: A Feasibility Pilot Study. Breast Care (Basel) 2023; 18:354-365. [PMID: 37901047 PMCID: PMC10601684 DOI: 10.1159/000531495] [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: 04/20/2023] [Accepted: 06/09/2023] [Indexed: 10/31/2023] Open
Abstract
Introduction This pilot study aimed to investigate the effects of using an app-based certified medical product named PINK! on breast cancer patients and survivors. The objectives were to measure psychological distress, physical activity, and therapy-related fatigue of patients using PINK! to identify trends and develop a study design for a subsequent multicentric proof of efficacy RCT. Materials and Methods PINK! offers individualized, evidence-based therapy and side-effect management, mindfulness-based stress reduction, nutritional and psychological education, physical activity tracking, and motivational exercises to implement lifestyle changes sustainably in daily routine. A prospective, intraindividual RCT was performed with n = 60 patients in 2021 at Comprehensive Cancer Center Munich. Patients with BC were included independent of the stage of diseases. The intervention group got access to PINK! over 12 weeks. Control group served as a waiting-list comparison to "standard of care." Results Primary efficacy variable analysis revealed a relative average decrease of 32.9% in psychological distress, which corresponds to a statistically significant reduction (p < 0.001) within 12 weeks compared to the control group. Linear regressions within usage groups showed a correlation of high app usage and a reduction of psychological distress. Fatigue data presented a statistically significant antifatigue efficacy (p < 0.001) and physical activity increased by 63.9%. Conclusion App-based supportive care offers a promising, low-threshold, and cost-efficient opportunity to improve psychological well-being, quality of life, fatigue, and physical activity. More research is needed to implement eHealth solutions in clinical cancer care.
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Affiliation(s)
- Josefine Wolff
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
| | - Pia Wuelfing
- PINK! gegen Brustkrebs GmbH, Department Clinical Research, Hamburg, Germany
| | - Alexander Koenig
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
| | - Brigitte Ehrl
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
| | - Jana Damsch
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
| | - Martin Smollich
- Institute of Nutritional Medicine, University Hospital Schleswig-Holstein, Lübeck, Germany
| | | | - Nadia Harbeck
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
| | - Rachel Wuerstlein
- Breast Center, Department of Gynecology and Obstetrics, and Comprehensive Cancer Center Munich, Ludwig-Maximilians-University, University Hospital, Munich, Germany
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Pham TD. Prediction of Five-Year Survival Rate for Rectal Cancer Using Markov Models of Convolutional Features of RhoB Expression on Tissue Microarray. IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS 2023; 20:3195-3204. [PMID: 37155403 DOI: 10.1109/tcbb.2023.3274211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/10/2023]
Abstract
The ability to predict survival in cancer is clinically important because the finding can help patients and physicians make optimal treatment decisions. Artificial intelligence in the context of deep learning has been increasingly realized by the informatics-oriented medical community as a powerful machine-learning technology for cancer research, diagnosis, prediction, and treatment. This paper presents the combination of deep learning, data coding, and probabilistic modeling for predicting five-year survival in a cohort of patients with rectal cancer using images of RhoB expression on biopsies. Using about one-third of the patients' data for testing, the proposed approach achieved 90% prediction accuracy, which is much higher than the direct use of the best pretrained convolutional neural network (70%) and the best coupling of a pretrained model and support vector machines (70%).
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Mandó P, Waisberg F, Pasquinelli R, Rivero S, Ostinelli A, Perazzo F. HER2-Directed Therapy in Advanced Breast Cancer: Benefits and Risks. Onco Targets Ther 2023; 16:115-132. [PMID: 36844609 PMCID: PMC9948634 DOI: 10.2147/ott.s335934] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Accepted: 01/20/2023] [Indexed: 02/20/2023] Open
Abstract
Around 20% of breast cancers are associated with amplification or overexpression of human epidermal growth factor receptor 2 (HER2). In this setting, anti-HER2-targeted agents are the cornerstone of cancer therapeutic strategies. This includes monoclonal antibodies, tyrosine kinase inhibitors (TKIs) and, recently, antibody-drug conjugates (ADCs). With the advent of these new alternatives, the decision-making process has become more complex, especially with regard to the treatment sequence possibilities. In spite of the fact that overall survival has significantly improved accordingly, resistance to treatment remains a challenge in HER2-positive breast cancer. The introduction of new agents has created awareness regarding new potential specific adverse events, and consequently, their increasing application pose major challenges in daily patient care. This review describes the therapeutic landscape for HER2-positive advanced breast cancer (ABC) and evaluates its benefits and risks in the clinical setting.
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Affiliation(s)
- Pablo Mandó
- Clinical Oncology Department, Centro de Educación Médica e Investigaciones Clínicas “Norberto Quirno” (CEMIC), Ciudad Autónoma de Buenos Aires, Argentina
| | - Federico Waisberg
- Clinical Oncology Department, Instituto Alexander Fleming, Ciudad Autónoma de Buenos Aires, Argentina
| | - Rosario Pasquinelli
- Clinical Oncology Department, Centro de Educación Médica e Investigaciones Clínicas “Norberto Quirno” (CEMIC), Ciudad Autónoma de Buenos Aires, Argentina
| | - Sergio Rivero
- Clinical Oncology Department, Instituto Alexander Fleming, Ciudad Autónoma de Buenos Aires, Argentina
| | - Alexis Ostinelli
- Clinical Oncology Department, Instituto Alexander Fleming, Ciudad Autónoma de Buenos Aires, Argentina
| | - Florencia Perazzo
- Clinical Oncology Department, Centro de Educación Médica e Investigaciones Clínicas “Norberto Quirno” (CEMIC), Ciudad Autónoma de Buenos Aires, Argentina
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Zhou K, Bellanger M, Le Lann S, Robert M, Frenel JS, Campone M. The predictive value of patient-reported outcomes on the impact of breast cancer treatment-related quality of life. Front Oncol 2022; 12:925534. [PMID: 36313651 PMCID: PMC9613969 DOI: 10.3389/fonc.2022.925534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 09/21/2022] [Indexed: 11/16/2022] Open
Abstract
Purpose Patient-reported outcomes (PROs) have been widely used to measure breast cancer (BC) treatment outcomes. However, evidence is still limited on using routinely PROs to personalize treatment decision-making, including or not chemotherapy, targeted therapy, and radiotherapy. Using patient baseline PRO scores, we aimed to use PROs before treatment initiation to predict improvement or decline in health-related quality of life (HRQoL) due to treatment that they receive. Methods In two French cancer sites, women with non-metastatic BC completed the EORTC QLQ-C30 and QLQ-BR23 and BREAST-Q questionnaires to assess their PROs at baseline and again at 6 months. The outcome measured was post-operative change in PROs with minimal important difference for QLQ-C30 domains. We performed multivariate ordinal logistic regression to estimate the incremental probability of post-operative PRO improvements and deteriorations depending upon treatment options and baseline HRQoL. Results One hundred twenty-seven women completed questionnaires. Chemotherapy had significant negative impacts on Global health status (GHS) and on physical and social functioning. Chemotherapy and radiotherapy increased patient fatigue scores after adjusting for clinical factors (p< 0.01 and p< 0.05, respectively). The incremental probability of GHS deteriorations for chemotherapy was +0.3, +0.5, and +0.34 for patients with baseline GHS scores of 40, 70, and 100, respectively. This showed that different pre-treatment PROs might predict differential effects of chemotherapy on women change in HRQoL. Conclusion Patients with different baseline PRO scores may experience dissimilar impacts from BC treatments on post-operative PROs in terms of improvements and deteriorations. Oncologists might decide to adapt the treatment option based on a given level of the negative impact. Future studies should concentrate on incorporating this information into routine clinical decision-making strategies to optimize the treatment benefit for patients.
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Affiliation(s)
- Ke Zhou
- Department of Human and Social Sciences, Institut de Cancérologie de l’Ouest René Gauducheau, Saint-Herblain, France
- *Correspondence: Ke Zhou,
| | - Martine Bellanger
- Department of Human and Social Sciences, Institut de Cancérologie de l’Ouest René Gauducheau, Saint-Herblain, France
- UMR CNRS6051 Rennes1 – EHESP School of Public Health, Rennes, France
| | - Sophie Le Lann
- Department of Quality, Risk Management and Organization, Institut de Cancérologie de l’Ouest René Gauducheau, Saint-Herblain, France
| | - Marie Robert
- Department of Medical Oncology, Institut de Cancérologie de l’Ouest, René Gauducheau, Saint-Herblain, France
| | - Jean-Sebastien Frenel
- Department of Medical Oncology, Institut de Cancérologie de l’Ouest, René Gauducheau, Saint-Herblain, France
- CRCINA Team 8, UMR 1232 INSERM, Université de Nantes, Université d’Angers, Institut de Recherche en Santé-Université de Nantes, Nantes, France
- SIRIC ILIAD, Institut de Recherche en Santé-Université de Nantes, Nantes, France
| | - Mario Campone
- Department of Medical Oncology, Institut de Cancérologie de l’Ouest, René Gauducheau, Saint-Herblain, France
- CRCINA Team 8, UMR 1232 INSERM, Université de Nantes, Université d’Angers, Institut de Recherche en Santé-Université de Nantes, Nantes, France
- SIRIC ILIAD, Institut de Recherche en Santé-Université de Nantes, Nantes, France
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