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Jochems KFT, Menges D, Sanchez D, de Glas NA, Wildiers H, Eberli D, Puhan MA, Bastiaannet E. Outcomes in studies regarding older patients with prostate cancer: A systematic review. J Geriatr Oncol 2024; 15:101763. [PMID: 38575500 DOI: 10.1016/j.jgo.2024.101763] [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: 10/23/2023] [Revised: 03/24/2024] [Accepted: 03/28/2024] [Indexed: 04/06/2024]
Abstract
INTRODUCTION Older patients are often deemed ineligible for clinical research, and many frequently-used endpoints and outcome measures are not as relevant for older patients for younger ones. This systematic review aimed to present an overview of outcomes used in clinical research regarding patients over the age of 65 years with prostate cancer. MATERIALS AND METHODS PubMed and Embase were systematically searched to identify studies on prostate cancer (treatment) in patients aged ≥65 between 2016 and 2023. Data on title, study design, number of participants and age, stage of disease, treatment, and investigated outcomes were synthesized and descriptively analyzed. RESULTS Sixty-eight studies were included. Of these most included patients over 65 years, while others used a higher age. Overall, 39 articles (57.3%) reported on survival-related outcomes, 22 (32.4%) reported on progression of disease and 38 (55.9%) used toxicity or adverse events as an outcome measure. Health-related quality of life and functional outcomes were investigated in 29.4%, and cognition in two studies. The most frequently investigated survival-related outcomes were overall and cancer-specific survival (51.3%); however, 38.5% only studied overall survival. DISCUSSION The main focus of studies included in this review remains survival and disease progression. There is limited attention for health-related quality of life and functional status, although older patients often prioritize the latter. Future research should incorporate outcome measures tailored to the aged population to improve care for older patients with prostate cancer.
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Affiliation(s)
- Kim F T Jochems
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland; Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Dominik Menges
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Dafne Sanchez
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Nienke A de Glas
- Oncology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hans Wildiers
- Oncology, University Hospital Leuven, Leuven, Belgium
| | - Daniel Eberli
- Urology, University Hospital Zurich, Zurich, Switzerland
| | - Milo A Puhan
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland
| | - Esther Bastiaannet
- Epidemiology, Biostatistics and Prevention Institute, University of Zurich, Zurich, Switzerland.
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Galvin A, Soubeyran P, Brain E, Cheung KL, Hamaker ME, Kanesvaran R, Mauer M, Mohile S, Montroni I, Puts M, Rostoft S, Wildiers H, Mathoulin-Pélissier S, Bellera C. Assessing patient-reported outcomes (PROs) and patient-related outcomes in randomized cancer clinical trials for older adults: Results of DATECAN-ELDERLY initiative. J Geriatr Oncol 2024; 15:101611. [PMID: 37679204 DOI: 10.1016/j.jgo.2023.101611] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 08/01/2023] [Accepted: 08/23/2023] [Indexed: 09/09/2023]
Abstract
As older adults with cancer are underrepresented in randomized clinical trials (RCT), there is limited evidence on which to rely for treatment decisions for this population. Commonly used RCT endpoints for the assessment of treatment efficacy are more often tumor-centered (e.g., progression-free survival). These endpoints may not be as relevant for the older patients who present more often with comorbidities, non-cancer-related deaths, and treatment toxicity. Moreover, their expectation and preferences are likely to differ from younger adults. The DATECAN-ELDERLY initiative combines a broad expertise, in geriatric oncology and clinical research, with interest in cancer RCT that include older patients with cancer. In order to guide researchers and clinicians coordinating cancer RCT involving older patients with cancer, the experts reviewed the literature on relevant domains to assess using patient-reported outcomes (PRO) and patient-related outcomes, as well as available tools related to these domains. Domains considered relevant by the panel of experts when assessing treatment efficacy in RCT for older patients with cancer included functional autonomy, cognition, depression and nutrition. These were based on published guidelines from international societies and from regulatory authorities as well as minimum datasets recommended to collect in RCT including older adults with cancer. In addition, health-related quality of life, patients' symptoms, and satisfaction were also considered by the panel. With regards to tools for the assessment of these domains, we highlighted that each tool has its own strengths and limitations, and very few had been validated in older adults with cancer. Further studies are thus needed to validate these tools in this specific population and define the minimum clinically important difference to use when developing RCTs in this population. The selection of the most relevant tool should thus be guided by the RCT research question, together with the specific properties of the tool.
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Affiliation(s)
- Angéline Galvin
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France
| | - Pierre Soubeyran
- Univ. Bordeaux, Inserm, UMR 1312, SIRIC BRIO, France; Department of medical oncology, Bergonie Institute, Comprehensive Cancer Center, Bordeaux, France
| | - Etienne Brain
- Department of Medical Oncology, Institut Curie/Saint-Cloud, Saint-Cloud, France
| | - Kwok-Leung Cheung
- School of Medicine, University of Nottingham, Nottingham, United Kingdom
| | - Marije E Hamaker
- Department of Geriatric Medicine, Diakonessenhuis Utrecht/ Zeist/Doorn, Zeist, the Netherlands
| | | | - Murielle Mauer
- Statistics Department, European Organization for Research and Treatment of Cancer, Brussels, Belgium
| | - Supriya Mohile
- Department of Medicine, University of Rochester Medical Center, Rochester, NY, United States
| | - Isacco Montroni
- Division of Colorectal Surgery, Ospedale Santa Maria delle Croci, Ravenna, Italy
| | - Martine Puts
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Canada
| | - Siri Rostoft
- Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway; Institute of Clinical Medicine, University of Oslo, Oslo, Norway
| | - Hans Wildiers
- Department of General Medical Oncology and Multidisciplinary Breast Centre, University Hospitals Leuven, Leuven Cancer Institute, Belgium
| | - Simone Mathoulin-Pélissier
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France; INSERM CIC1401, Clinical and Epidemiological Research Unit, Bergonie Institute, Comprehensive Cancer Center, F-33000 Bordeaux, France
| | - Carine Bellera
- Univ. Bordeaux, Inserm, Bordeaux Population Health Research Center, Epicene team, UMR 1219, Bordeaux, France; INSERM CIC1401, Clinical and Epidemiological Research Unit, Bergonie Institute, Comprehensive Cancer Center, F-33000 Bordeaux, France.
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Lim J, Akbar Ali S, Prawira A, Sim HW. Impact of travel distance on outcomes for clinical trial patients: the Kinghorn Cancer Centre experience. Intern Med J 2023; 53:242-249. [PMID: 34613656 DOI: 10.1111/imj.15561] [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: 07/01/2021] [Revised: 09/18/2021] [Accepted: 10/01/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Geographic isolation and travel distance to specialist care is a known social determinant of health and contributes to poorer oncology survival outcomes. AIMS To compare survival and toxicity outcomes for patients travelling long distances (>50 km) for treatment on clinical trials with local patients (<10 km and 10-50 km). METHODS We performed a retrospective cohort study based at the Kinghorn Cancer Centre, a comprehensive cancer care centre in metropolitan Sydney. We included adult patients with advanced solid-organ malignancies who were enrolled on therapeutic clinical trials between July 2015 and December 2017. Outcome measures included overall survival, progression-free survival, rates of grade 3-4 toxicity and unplanned hospital admissions for the duration of the clinical trial. RESULTS We included 173 patients, of whom 27% lived within 10 km, 29% lived between 10 and 50 km and 44% lived further than 50 km. We did not identify significant differences between survival or toxicity outcomes between patients travelling long distances and local patients. CONCLUSIONS All patients should be considered for clinical trial referral based on clinical parameters and preference, regardless of geographic proximity. In the meantime, improving access to clinical trials for rural and regional patients continues to be a priority.
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Affiliation(s)
- Jennifer Lim
- Department of Medical Oncology, The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia.,Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Syafiq Akbar Ali
- Department of Medical Oncology, The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia
| | - Amy Prawira
- Department of Medical Oncology, The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia.,Garvan Institute of Medical Research, Sydney, New South Wales, Australia
| | - Hao-Wen Sim
- Department of Medical Oncology, The Kinghorn Cancer Centre, St Vincent's Hospital, Sydney, New South Wales, Australia.,St Vincent's Clinical School, University of New South Wales, Sydney, New South Wales, Australia.,NHMRC Clinical Trials Centre, The University of Sydney, Sydney, New South Wales, Australia
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Lee W, Basu A, Carlson JJ, Veenstra D. Can we predict trial failure among older adult-specific clinical trials using trial-level factors? J Geriatr Oncol 2023; 14:101404. [PMID: 36437194 DOI: 10.1016/j.jgo.2022.11.003] [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: 07/21/2022] [Revised: 09/16/2022] [Accepted: 11/14/2022] [Indexed: 11/27/2022]
Abstract
INTRODUCTION Conducting older adult-specific clinical trials can help overcome the lack of clinical evidence for older adults due to their underrepresentation in clinical trials. Understanding factors contributing to the successful completion of such trials can help trial sponsors and researchers prioritize studies and optimize study design. We aimed to develop a model that predicts trial failure among older adult-specific cancer clinical trials using trial-level factors. MATERIALS AND METHODS We identified phase 2-4 interventional cancer clinical trials that ended between 2008 and 2019 and had the minimum age limit of 60 years old or older using Aggregate Analysis of ClinicalTrials.gov data. We defined trial failure as closed early for reasons other than interim results or toxicity or completed with a sample of <85% of the targeted size. Candidate trial-level predictors were identified from a literature review. We evaluated eight types of machine learning algorithms to find the best model. Model fitting and testing were performed using 5-fold nested cross-validation. We evaluated the model performance using the area under receiver operating characteristic curve (AUROC). RESULTS Of 209 older adult-specific clinical trials, 87 were failed trials per the definition of trial failure. The model with the highest AUROC in the validation set was the least absolute shrinkage and selection operator (AUROC in the test set = 0.70; 95% confidence interval [CI]: 0.53, 0.86). Trial-level factors included in the best model were the study sponsor, the number of participating centers, the number of modalities, the level of restriction on performance score, study location, the number of arms, life expectancy restriction, and the number of target size. Among these factors, the number of centers (odds ratio [OR] = 0.83, 95% CI: 0.71, 0.94), study being in non-US only vs. US only (OR = 0.32, 95% CI: 0.12, 0.82), and life expectancy restriction (OR = 2.17, 95% CI: 1.04, 4.73) were significantly associated with the trial failure. DISCUSSION We identified trial-level factors predictive of trial failure among older adult-specific clinical trials and developed a prediction model that can help estimate the risk of failure before a study is conducted. The study findings could aid in the design and prioritization of future older adult-specific clinical trials.
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Affiliation(s)
- Woojung Lee
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, USA.
| | - Anirban Basu
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, USA
| | - Josh J Carlson
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, USA
| | - David Veenstra
- The Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, Department of Pharmacy, University of Washington, USA
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Mukand NH, Ko NY, Nabulsi NA, Hubbard CC, Chiu BCH, Hoskins KF, Calip GS. The association between physical health-related quality of life, physical functioning, and risk of contralateral breast cancer among older women. Breast Cancer 2022; 29:287-295. [PMID: 34797467 PMCID: PMC8885772 DOI: 10.1007/s12282-021-01309-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Accepted: 10/25/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Physical limitations prior to cancer diagnosis may lead to suboptimal health outcomes. Our objective was to evaluate the impacts of poor physical health-related quality of life (HRQOL) and physical functioning (PF) on the risk of contralateral breast cancer (CBC). METHODS We performed a nested case-control study of women with invasive unilateral breast cancer (UBC) who did not receive prophylactic contralateral mastectomy using the Surveillance, Epidemiology and End Results Medicare Health Outcomes Survey data resource. Among 2938 women aged ≥ 65 years diagnosed with first stage I-III UBC between 1997 and 2011, we identified 100 subsequent CBC cases and 915 matched controls without CBC using incidence density sampling without replacement. Pre-diagnosis physical HRQOL and PF were determined using Medical Outcomes Trust Short Form-36 (SF-36)/Veterans Rand 12-Item Health Survey (VR-12) responses within 2 years prior to first UBC diagnosis. We estimated adjusted odds ratios (OR) and 95% confidence intervals (CI) using conditional logistic regression models. RESULTS Cases and controls were similar with respect to comorbidities, stage, surgery, and radiation treatments, but differed by hormone receptor status (ER/PR-negative, 23% and 11%, respectively) of first UBC. Cases had modestly lower mean pre-diagnosis physical HRQOL (- 1.8) and PF (- 2.2) scores. In multivariable models, we observed an increased CBC risk associated with low physical HRQOL (lowest vs. highest quartile, OR = 1.8; 95% CI 0.8-4.3), but CIs included 1.0. Low PF was associated with a 2.7-fold (95% CI 1.1-6.7) increased CBC risk. CONCLUSIONS Findings indicate that low physical HRQOL, specifically poor PF, is associated with CBC risk. Efforts to understand and minimize declines in PF post-breast cancer are well motivated.
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Affiliation(s)
- Nita H Mukand
- Department of Epidemiology and Biostatistics, University of California San Francisco, San Francisco, CA, USA
| | - Naomi Y Ko
- School of Medicine, Section of Hematology Oncology, Boston University, Boston, MA, USA
| | - Nadia A Nabulsi
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, 833 South Wood Street MC 871, Chicago, IL, 60612<, USA
| | - Colin C Hubbard
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, 833 South Wood Street MC 871, Chicago, IL, 60612<, USA
- Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Brian C-H Chiu
- Department of Public Health Sciences, The University of Chicago, Chicago, IL, USA
| | - Kent F Hoskins
- Division of Hematology and Oncology, University of Illinois at Chicago, Chicago, IL, USA
| | - Gregory S Calip
- Center for Pharmacoepidemiology and Pharmacoeconomic Research, University of Illinois at Chicago, 833 South Wood Street MC 871, Chicago, IL, 60612<, USA.
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6
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Weiser R, Polychronopoulou E, Kuo YF, Haque W, Hatch SS, Tyler DS, Gradishar WJ, Klimberg VS. De-escalation of Endocrine Therapy in Early Hormone Receptor-positive Breast Cancer: When Is Local Treatment Enough? Ann Surg 2021; 274:654-663. [PMID: 34506321 DOI: 10.1097/sla.0000000000005064] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
OBJECTIVE To identify subgroups of hormone receptor-positive (HR+) breast cancer patients that might not benefit from adding endocrine therapy (ET) to their local treatment. BACKGROUND De-escalation in breast cancer treatment has included surgery, radiation, and chemotherapy and has often focused on older patient populations. Systemic ET has yet to be de-escalated, though it carries serious side-effects, decreasing quality of life over 5 to 10 years. We hypothesize the 21-gene recurrence score (RS) could identify subgroups of younger patients whose long-term survival is unaffected by adjuvant ET. METHODS The National Cancer Database was used to identify women aged ≥50, with HR+, HER2-negative tumors, ≤3 cm in size, N0 status, and a RS≤25, who underwent breast-conserving surgery in 2010 to 2016. Kaplan-Meier and Cox proportional hazards models were used to identify association between treatment and overall survival (OS). RESULTS Of the 45,217 patients identified, 80.6% were 50 to 69 years old. 42,632 (94.3%) patients received ET and 2585 (5.7%) did not. The 5-year OS was 96.4% for patients receiving ET and 93.1% for those who did not (P < 0.001). After adjusting for all covariates, patients aged 50 to 69 with RS < 11 showed no statistically significant improvement in OS when adding ET to surgery, with or without radiation (P = 0.40). With RS 11 to 25, there was a significant improvement of OS with ET plus radiation (P < 0.001). CONCLUSIONS Local treatment only, with de-escalation of long-term ET, for patients aged 50 to 69 with RS < 11, seems not to impact OS and should have an anticipated quality of life improvement. Prospective studies investigating this approach are warranted.
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Affiliation(s)
- Roi Weiser
- Department of Surgery, University of Texas Medical Branch, Galveston, Texas
| | - Efstathia Polychronopoulou
- Department of Preventive Medicine and Population Health, Office of Biostatistics, University of Texas Medical Branch, Galveston, Texas
| | - Yong-Fang Kuo
- Department of Preventive Medicine and Population Health, Office of Biostatistics, University of Texas Medical Branch, Galveston, Texas
| | - Waqar Haque
- Department of Radiation Oncology, Houston Methodist Hospital, Houston, Texas
| | - Sandra S Hatch
- Department of Radiation Oncology, University of Texas Medical Branch, Galveston, Texas
| | - Douglas S Tyler
- Department of Surgery, University of Texas Medical Branch, Galveston, Texas
- MD Anderson Cancer Center, Houston, Texas
| | - William J Gradishar
- Department of Medicine & Robert H. Lurie Comprehensive Cancer Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - V Suzanne Klimberg
- Department of Surgery, University of Texas Medical Branch, Galveston, Texas
- MD Anderson Cancer Center, Houston, Texas
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Gómez-Acebo I, Dierssen-Sotos T, Mirones M, Pérez-Gómez B, Guevara M, Amiano P, Sala M, Molina AJ, Alonso-Molero J, Moreno V, Suarez-Calleja C, Molina-Barceló A, Alguacil J, Marcos-Gragera R, Fernández-Ortiz M, Sanz-Guadarrama O, Castaño-Vinyals G, Gil-Majuelo L, Moreno-Iribas C, Aragonés N, Kogevinas M, Pollán M, Llorca J. Adequacy of early-stage breast cancer systemic adjuvant treatment to Saint Gallen-2013 statement: the MCC-Spain study. Sci Rep 2021; 11:5375. [PMID: 33686151 PMCID: PMC7970883 DOI: 10.1038/s41598-021-84825-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 01/20/2021] [Indexed: 11/27/2022] Open
Abstract
The St Gallen Conference endorsed in 2013 a series of recommendations on early breast cancer treatment. The main purpose of this article is to ascertain the clinical factors associated with St Gallen-2013 recommendations accomplishment. A cohort of 1152 breast cancer cases diagnosed with pathological stage < 3 in Spain between 2008 and 2013 was begun and then followed-up until 2017/2018. Data on patient and tumour characteristics were obtained from medical records, as well as their first line treatment. First line treatments were classified in three categories, according on whether they included the main St Gallen-2013 recommendations, more than those recommended or less than those recommended. Multinomial logistic regression models were carried out to identify factors associated with this classification and Weibull regression models were used to find out the relationship between this classification and survival. About half of the patients were treated according to St Gallen recommendations; 21% were treated over what was recommended and 33% received less treatment than recommended. Factors associated with treatment over the recommendations were stage II (relative risk ratio [RRR] = 4.2, 2.9-5.9), cancer positive to either progesterone (RRR = 8.1, 4.4-14.9) or oestrogen receptors (RRR = 5.7, 3.0-11.0). Instead, factors associated with lower probability of treatment over the recommendations were age (RRR = 0.7 each 10 years, 0.6-0.8), poor differentiation (RRR = 0.09, 0.04-0.19), HER2 positive (RRR = 0.46, 0.26-0.81) and triple negative cancer (RRR = 0.03, 0.01-0.11). Patients treated less than what was recommended in St Gallen had cancers in stage 0 (RRR = 21.6, 7.2-64.5), poorly differentiated (RRR = 1.9, 1.2-2.9), HER2 positive (RRR = 3.4, 2.4-4.9) and luminal B-like subtype (RRR = 3.6, 2.6-5.1). Women over 65 years old had a higher probability of being treated less than what was recommended if they had luminal B-like, HER2 or triple negative cancer. Treatment over St Gallen was associated with younger women and less severe cancers, while treatment under St Gallen was associated with older women, more severe cancers and cancers expressing HER2 receptors.
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Affiliation(s)
- Inés Gómez-Acebo
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain.
- Universidad de Cantabria, Santander, Spain.
- IDIVAL, Santander, Spain.
- Medicina Preventiva y Salud Pública, Facultad de Medicina, Avda. Herrera Oria s/n, 39011, Santander, Cantabria, Spain.
| | - Trinidad Dierssen-Sotos
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Universidad de Cantabria, Santander, Spain
- IDIVAL, Santander, Spain
| | | | - Beatriz Pérez-Gómez
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- National Center for Epidemiology, Carlos III Institute of Health, Madrid, Spain
| | - Marcela Guevara
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Pilar Amiano
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Public Health Division of Gipuzkoa, Biodonostia Health Research Institute, Ministry of Health of the Basque Government, San Sebastian, Spain
| | - Maria Sala
- Department of Epidemiology and Evaluation, IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Research Network on Health Services in Chronic Diseases (REDISSEC), Barcelona, Spain
| | - Antonio J Molina
- Grupo de Investigación en Interacción Gen-Ambiente-Salud (GIIGAS), Instituto de Biomedicina (IBIOMED), Universidad de León, León, Spain
| | | | - Victor Moreno
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Oncology Data Analytics Program, Catalan Institute of Oncology (ICO), Hospitalet de Llobregat, Barcelona, Spain
- Colorectal Cancer Group, ONCOBELL Program, Bellvitge Biomedical Research Institute (IDIBELL), Hospitalet de Llobregat, Barcelona, Spain
- Department of Clinical Sciences, Faculty of Medicine, University of Barcelona, Barcelona, Spain
| | - Claudia Suarez-Calleja
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias-ISPA, Oviedo, Spain
- IUOPA, Universidad de Oviedo, Oviedo, Spain
| | | | - Juan Alguacil
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Centro de Investigación en Recursos Naturales, Salud y Medio Ambiente (RENSMA), Universidad de Huelva, Huelva, Spain
| | - Rafael Marcos-Gragera
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Epidemiology Unit and Girona Cancer Registry, Oncology Coordination Plan, Department of Health, Autonomous Government of Catalonia, Catalan Institute of Oncology, Girona, Spain
| | | | - Oscar Sanz-Guadarrama
- Servicio de Cirugía General, Unidad de Mama, Complejo Asistencial Universitario de León, León, Spain
| | - Gemma Castaño-Vinyals
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- ISGlobal, Barcelona, Spain
- IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Leire Gil-Majuelo
- Public Health Division of Gipuzkoa, Biodonostia Health Research Institute, Ministry of Health of the Basque Government, San Sebastian, Spain
| | - Conchi Moreno-Iribas
- Navarra Public Health Institute, Pamplona, Spain
- Navarra Institute for Health Research (IdiSNA), Pamplona, Spain
| | - Nuria Aragonés
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Epidemiology Section, Public Health Division, Department of Health, Madrid, Spain
| | - Manolis Kogevinas
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- ISGlobal, Barcelona, Spain
- IMIM (Hospital del Mar Medical Research Institute), Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
| | - Marina Pollán
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- National Center for Epidemiology, Carlos III Institute of Health, Madrid, Spain
| | - Javier Llorca
- CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
- Universidad de Cantabria, Santander, Spain
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Olow AK, Veer LV', Wolf DM. Toward developing a metastatic breast cancer treatment strategy that incorporates history of response to previous treatments. BMC Cancer 2021; 21:212. [PMID: 33648460 PMCID: PMC7923477 DOI: 10.1186/s12885-021-07912-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Accepted: 02/15/2021] [Indexed: 12/04/2022] Open
Abstract
Background Information regarding response to past treatments may provide clues concerning the classes of drugs most or least likely to work for a particular metastatic or neoadjuvant early stage breast cancer patient. However, currently there is no systematized knowledge base that would support clinical treatment decision-making that takes response history into account. Methods To model history-dependent response data we leveraged a published in vitro breast cancer viability dataset (84 cell lines, 90 therapeutic compounds) to calculate the odds ratios (log (OR)) of responding to each drug given knowledge of (intrinsic/prior) response to all other agents. This OR matrix assumes (1) response is based on intrinsic rather than acquired characteristics, and (2) intrinsic sensitivity remains unchanged at the time of the next decision point. Fisher’s exact test is used to identify predictive pairs and groups of agents (BH p < 0.05). Recommendation systems are used to make further drug recommendations based on past ‘history’ of response. Results Of the 90 compounds, 57 have sensitivity profiles significantly associated with those of at least one other agent, mostly targeted drugs. Nearly all associations are positive, with (intrinsic/prior) sensitivity to one agent predicting sensitivity to others in the same or a related class (OR > 1). In vitro conditional response patterns clustered compounds into five predictive classes: (1) DNA damaging agents, (2) Aurora A kinase and cell cycle checkpoint inhibitors; (3) microtubule poisons; (4) HER2/EGFR inhibitors; and (5) PIK3C catalytic subunit inhibitors. The apriori algorithm implementation made further predictions including a directional association between resistance to HER2 inhibition and sensitivity to proteasome inhibitors. Conclusions Investigating drug sensitivity conditioned on observed sensitivity or resistance to prior drugs may be pivotal in informing clinicians deciding on the next line of breast cancer treatments for patients who have progressed on their current treatment. This study supports a strategy of treating patients with different agents in the same class where an associated sensitivity was observed, likely after one or more intervening treatments. Supplementary Information The online version contains supplementary material available at 10.1186/s12885-021-07912-7.
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Affiliation(s)
- Aleksandra K Olow
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, 94115, USA. .,Merck Research Laboratories, 213 E Grand Avenue, South San Francisco, CA, 94080, USA.
| | - Laura van 't Veer
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, 94115, USA
| | - Denise M Wolf
- Department of Laboratory Medicine, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, 94115, USA
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Luyendijk M, Vernooij RWM, Blommestein HM, Siesling S, Uyl-de Groot CA. Assessment of Studies Evaluating Incremental Costs, Effectiveness, or Cost-Effectiveness of Systemic Therapies in Breast Cancer Based on Claims Data: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2020; 23:1497-1508. [PMID: 33127021 DOI: 10.1016/j.jval.2020.05.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 04/10/2020] [Accepted: 05/11/2020] [Indexed: 06/11/2023]
Abstract
OBJECTIVES Large secondary databases, such as those containing insurance claims data, are increasingly being used to compare the effects and costs of treatments in routine clinical practice. Despite their appeal, however, caution must be exercised when using these data. In this study, we aimed to identify and assess the methodological quality of studies that used claims data to compare the effectiveness, costs, or cost-effectiveness of systemic therapies for breast cancer. METHODS We searched Embase, the Cochrane Library, Medline, Web of Science, and Google Scholar for English-language publications and assessed the methodological quality using the Good Research for Comparative Effectiveness principles. This study was registered with the International Prospective Register of Systematic Reviews (PROSPERO) under number CRD42018103992. RESULTS We identified 1251 articles, of which 106 met the inclusion criteria. Most studies were conducted in the United States (74%) and Taiwan (9%) and were based on claims data sets (35%) or claims data linked to cancer registries (58%). Furthermore, most included large samples (mean 17 130 patients) and elderly patients, and they covered various outcomes (eg, survival, adverse events, resource use, and costs). Key methodological shortcomings were the lack of information on relevant confounders, the risk of immortal time bias, and the lack of information on the validity of outcomes. Only a few studies performed sensitivity analyses. CONCLUSIONS Many comparative studies of cost, effectiveness, and cost-effectiveness have been published in recent decades based on claims data, and the number of publications has increased over time. Despite the availability of guidelines to improve quality, methodological issues persist and are often inappropriately addressed or reported.
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Affiliation(s)
- Marianne Luyendijk
- Department of Research and Development, Netherlands Comprehensive Cancer Center, Utrecht, The Netherlands; Erasmus School of Health Policy and Management, Erasmus University, Rotterdam, The Netherlands.
| | - Robin W M Vernooij
- Department of Research and Development, Netherlands Comprehensive Cancer Center, Utrecht, The Netherlands
| | - Hedwig M Blommestein
- Erasmus School of Health Policy and Management, Erasmus University, Rotterdam, The Netherlands
| | - Sabine Siesling
- Department of Research and Development, Netherlands Comprehensive Cancer Center, Utrecht, The Netherlands; Department of Health Technology and Services Research, University of Twente, Enschede, The Netherlands
| | - Carin A Uyl-de Groot
- Erasmus School of Health Policy and Management, Erasmus University, Rotterdam, The Netherlands
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10
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de Boer AZ, van de Water W, Bastiaannet E, de Glas NA, Kiderlen M, Portielje JEA, Extermann M. Early stage breast cancer treatment and outcome of older patients treated in an oncogeriatric care and a standard care setting: an international comparison. Breast Cancer Res Treat 2020; 184:519-526. [PMID: 32813120 PMCID: PMC7599178 DOI: 10.1007/s10549-020-05860-7] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2020] [Accepted: 08/06/2020] [Indexed: 12/18/2022]
Abstract
Introduction Since older patients with breast cancer are underrepresented in clinical trials, an oncogeriatric approach is advocated to guide treatment decisions. However, the effect on outcomes is unclear. The aim of this study was to compare treatments and outcomes between patients treated in an oncogeriatric and a standard care setting. Methods Patients aged ≥ 70 years with early stage breast cancer were included. The oncogeriatric cohort comprised unselected patients from the Moffitt Cancer Center, and the standard cohort patients from a Dutch population-based cohort. Cox models were used to characterize the influence of care setting on recurrence risk and overall mortality. Results Overall, 268 patients were included in the oncogeriatric and 1932 patients in the standard cohort. Patients in the oncogeriatric cohort were slightly younger, had more comorbidity, and received more adjuvant endocrine therapy and chemotherapy. Oncogeriatric care was associated with a lower risk of recurrence, which remained significant after adjustment for patient and tumour characteristics [hazard ratio (HR) 0.66, 95% confidence interval (CI) 0.44–0.99]. Oncogeriatric care was also associated with a lower overall mortality, which also remained significant after adjustment for patient and tumour characteristics (HR 0.69, 95% CI 0.55–0.87). Conclusions Patients treated in the oncogeriatric care setting had a lower risk of recurrence, which may be explained by more systemic treatment. Overall mortality was also lower, but other explanations besides care setting could not be ruled out as the cohorts had different patient profiles. Future studies need to clarify the impact of an oncogeriatric approach on outcomes. Electronic supplementary material The online version of this article (10.1007/s10549-020-05860-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anna Z de Boer
- Department of Surgery, Leiden University Medical Center, Location J10-71, Postzone K6-R, P.O. Box 9600, 2300 RC, Leiden, The Netherlands.
| | - Willemien van de Water
- Department of Surgery, Leiden University Medical Center, Location J10-71, Postzone K6-R, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Esther Bastiaannet
- Department of Surgery, Leiden University Medical Center, Location J10-71, Postzone K6-R, P.O. Box 9600, 2300 RC, Leiden, The Netherlands.,Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Nienke A de Glas
- Department of Medical Oncology, Leiden University Medical Center, Leiden, The Netherlands
| | - Mandy Kiderlen
- Department of Radiotherapy, Erasmus Medical Center, Rotterdam, The Netherlands
| | | | - Martine Extermann
- Department of Senior Adult Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
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11
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Gulbahce HE, White S, Herget KA, Stoddard G, Camp NJ, Buys SS, Sweeney C. 21-gene recurrence score testing utilization among older women from different races: A population-based study. J Geriatr Oncol 2020; 12:206-211. [PMID: 32646620 DOI: 10.1016/j.jgo.2020.06.004] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 03/13/2020] [Accepted: 06/03/2020] [Indexed: 10/23/2022]
Abstract
OBJECTIVES The influence of older age at diagnosis in combination with race/ethnicity on utilization and results of the 21-gene recurrence score (RS) assay for breast cancer (BC) patients is not fully understood. Our objectives were to evaluate the utilization of RS among older women with BC, the likelihood of a high-risk RS, and factors associated with breast cancer-specific mortality (BCSM) among older patients across different races. MATERIALS AND METHODS We utilized the Surveillance, Epidemiology, and Results (SEER) database with linked RS results to evaluate women with estrogen receptor-positive BC diagnosed 2004-2015. Multivariable logistic regression was used to describe the differences in utilization of RS testing and the association of high-risk RS according to patient characteristics. The Cox proportional hazards model was used to analyze factors associated with BCSM. RESULTS We found that 20.4% (109,244/536,555) of all women ≥18 and 14.3% (33,584/235,171) of women ≥65 underwent RS testing. Non-whites had lower odds of RS testing at younger ages whereas among women ≥65 there was no significant difference. After taking into account stage and grade, being ≥65 reduced the odds of high-risk RS in all races except American Indian/Alaskan Native. Age ≥ 65 was independently associated with increased hazard BCSM. Among women ≥65 with high-risk RS, chemotherapy was associated with lower hazard of BCSM in all races. CONCLUSIONS Older women are less likely to be tested for RS, but also less likely to have high-risk RS. Older women with high-risk RS, when given chemotherapy have reduced BCSM across all races.
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Affiliation(s)
- H Evin Gulbahce
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, 2000 Circle of Hope, Room 3100, Salt Lake City, UT 84112, United States of America.
| | - Sandra White
- Department of Pathology, Huntsman Cancer Institute, University of Utah Health, 2000 Circle of Hope, Room 3100, Salt Lake City, UT 84112, United States of America.
| | - Kimberly A Herget
- Utah Cancer Registry, 250 East 200 South, Room 1375, Salt Lake City, UT 84111, United States of America.
| | - Greg Stoddard
- Department of Internal Medicine, Division of Epidemiology, University of Utah Health, 295 Chipeta Building, Salt Lake City, UT 84108, United States of America.
| | - Nicola J Camp
- Department of Internal Medicine, Division of Hematology and Hematologic Malignancies, University of Utah Health, 2000 Circle of Hope, Suite 4126, Salt Lake City, UT 84112, United States of America.
| | - Saundra S Buys
- Department of Internal Medicine, Division of Oncology, University of Utah Health, 1950 Circle of Hope, Salt Lake City, UT 84103, United States of America.
| | - Carol Sweeney
- Utah Cancer Registry, 250 East 200 South, Room 1375, Salt Lake City, UT 84111, United States of America; Department of Internal Medicine, Division of Epidemiology, University of Utah Health, 295 Chipeta Building, Salt Lake City, UT 84108, United States of America.
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12
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Abstract
Managing elderly breast cancer patients brings challenges both to physicians and patients themselves. There are certain controversial issues regarding local treatment of early breast cancer in this population. Since elderly patients are more likely to have comorbidities and functional limitations, they are more prone to undertreatment. Although surgical treatment in elderly patients were reported to be safe, severity and number of comorbidities are shown to be related with increased complications, hence may lead to higher mortality and lower life quality. Therefore, frailty is one of the concerns which prevents elderly patients to receive standard-of-care local treatment. Nevertheless, breast cancers developing in elderly are more likely to be low grade and luminal type. Until now, primary endocrine treatment without surgical resection, omitting whole breast irradiation after partial mastectomy and avoiding sentinel lymph node biopsy, which are otherwise accepted as standard-of-care, were questionned in healthy, low-risk, elderly fit patients. Two main issues were suggested to be considered when assessing the impact of local treatment options in this patient group; the clinical significance of treatments' effects, and the patients' expectations. Due to their vulnerability, baseline geriatric assessment should be the initial step for management in elderly breast cancer patients. Even in those who are healthy and fit with long life-expectancy, de-escalation in management might be an option in low-risk patients after considering patients' individual expectations and limited clinical benefits of standard local treatment options.
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13
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Ramello M, Audisio RA. “Understanding older patients: Communication as the key step for a comprehensive approach”. Eur J Surg Oncol 2020; 46:301-304. [DOI: 10.1016/j.ejso.2019.11.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 08/07/2019] [Accepted: 11/05/2019] [Indexed: 02/06/2023] Open
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Effectiveness of radiotherapy after breast-conserving surgery in older patients with T1-2N0 breast cancer. Breast Cancer Res Treat 2019; 178:637-645. [PMID: 31451977 PMCID: PMC6817758 DOI: 10.1007/s10549-019-05412-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 08/19/2019] [Indexed: 11/30/2022]
Abstract
Purpose In the Netherlands, radiotherapy after breast-conserving surgery (BCS) is omitted in up to 30% of patients aged ≥ 75 years. Although omission of radiotherapy is considered an option for older women treated with endocrine treatment, the majority of these patients do not receive systemic treatment following Dutch treatment guidelines. Therefore, the aim of this study was to evaluate the effect of omission of radiotherapy on locoregional recurrence risk in this patient population. Methods Patients aged ≥ 75 years undergone BCS for T1-2N0 breast cancer diagnosed between 2003 and 2009 were selected from the Netherlands Cancer Registry. To minimize confounding by indication, hospital variation was used to assess the impact of radiotherapy-use on locoregional recurrence risk using cox proportional hazards regression. Hazards ratios with 95% confidence interval (CI) were estimated. Results Overall, 2390 patients were included. Of the patients with hormone receptor-positive breast cancer, 39.3% received endocrine treatment. Five-year incidences of locoregional recurrence were 1.9%, 2.8%, and 3.0% in patients treated at hospitals with higher (average radiotherapy-use 96.0%), moderate (88.0%), and lower radiotherapy-use (72.2%) respectively, and nine-year incidences were 2.2%, 3.1%, and 3.2% respectively. Adjusted hazard ratios were 1.46 (95% CI 0.77–2.78) and 1.50 (95% CI 0.79–2.85) for patients treated at hospitals with moderate and lower radiotherapy-use, compared to patient treated at hospitals with higher radiotherapy-use. Conclusions Despite endocrine treatment in only 39.3%, locoregional recurrence risk was low, even in patients treated at hospitals with lower radiotherapy-use. This provides reasonable grounds to consider omission of radiotherapy in patients aged ≥ 75 years with T1-2N0 breast cancer. Electronic supplementary material The online version of this article (10.1007/s10549-019-05412-8) contains supplementary material, which is available to authorized users.
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Abbema DV, Vissers P, Vos-Geelen JD, Lemmens V, Janssen-Heijnen M, Tjan-Heijnen V. Trends in Overall Survival and Treatment Patterns in Two Large Population-Based Cohorts of Patients with Breast and Colorectal Cancer. Cancers (Basel) 2019; 11:cancers11091239. [PMID: 31450842 PMCID: PMC6769766 DOI: 10.3390/cancers11091239] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Revised: 08/16/2019] [Accepted: 08/19/2019] [Indexed: 12/04/2022] Open
Abstract
Previous studies showed substantial improvement of survival rates in patients with cancer in the last two decades. However, lower survival rates have been reported for older patients compared to younger patients. In this population-based study, we analyzed treatment patterns and the survival of patients with breast cancer (BC) and colorectal cancer (CRC). Patients with stages I–III BC and CRC and diagnosed between 2003 and 2012 were selected from the Netherlands Cancer Registry (NCR). Trends in treatment modalities were evaluated with the Cochran-Armitage trend test. Trends in five-year overall survival were calculated with the Cox hazard regression model. The Ederer II method was used to calculate the five-year relative survival. The relative excess risk of death (RER) was estimated using a multivariate generalized linear model. During the study period, 98% of BC patients aged <75 years underwent surgery, whereas for patients ≥75 years, rates were 79.3% in 2003 and 66.7% in 2012 (p < 0.001). Most CRC patients underwent surgery irrespective of age or time period, although patients with rectal cancer aged ≥75 years received less surgery or radiotherapy over the entire study period than younger patients. The administration of adjuvant chemotherapy increased over time for CRC and BC patients, except for BC patients aged ≥75 years. The five-year relative survival improved only in younger BC patients (adjusted RER 0.95–0.96 per year), and was lower for older BC patients (adjusted RER 1.00, 95% Confidence Interval (CI) 0.98–1.02, and RER 1.00; 95% CI 0.98–1.01 per year for 65–74 years and ≥75 years, respectively). For CRC patients, the five-year relative survival improved over time for all ages (adjusted RER on average was 0.95 per year). In conclusion, the observed survival trends in BC and CRC patients suggest advances in cancer treatment, but with striking differences in survival between older and younger patients, particularly for BC patients.
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Affiliation(s)
- Doris van Abbema
- Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Peter Debyelaan 25, 6229 HX Maastricht, The Netherlands
- ACHIEVE Centre of Applied Research, Faculty of Health, Amsterdam University of Applied Sciences, Tafelbergweg 51, 1105 BD Amsterdam, The Netherlands
| | - Pauline Vissers
- Department of Research, Netherlands Comprehensive Cancer Organisation (IKNL), Godebaldkwartier 419, 3511 DT Utrecht, The Netherlands
| | - Judith de Vos-Geelen
- Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Peter Debyelaan 25, 6229 HX Maastricht, The Netherlands
| | - Valery Lemmens
- Department of Research, Netherlands Comprehensive Cancer Organisation (IKNL), Godebaldkwartier 419, 3511 DT Utrecht, The Netherlands
- Department of Public Health, Erasmus Medical Center, Wytemaweg 80, 3015 CN Rotterdam, The Netherlands
| | - Maryska Janssen-Heijnen
- Department of Clinical Epidemiology, VieCuri Medical Centre, Tegelseweg 210, 5912 BL Venlo, The Netherlands
- Department of Epidemiology, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Centre, Universiteitssingel 60, 6229 ER Maastricht, The Netherlands
| | - Vivianne Tjan-Heijnen
- Department of Internal Medicine, GROW-School for Oncology and Developmental Biology, Maastricht University Medical Center, Peter Debyelaan 25, 6229 HX Maastricht, The Netherlands.
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Kizy S, Altman AM, Marmor S, Denbo JW, Jensen EH, Tuttle TM, Hui JYC. 21-gene recurrence score testing in the older population with estrogen receptor-positive breast cancer. J Geriatr Oncol 2019; 10:322-329. [DOI: 10.1016/j.jgo.2018.07.006] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2018] [Revised: 06/06/2018] [Accepted: 07/11/2018] [Indexed: 10/28/2022]
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17
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Treatment strategies and survival outcomes in older women with breast cancer: A comparative study between the FOCUS cohort and Nottingham cohort. J Geriatr Oncol 2018; 9:635-641. [DOI: 10.1016/j.jgo.2018.05.004] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2018] [Revised: 03/14/2018] [Accepted: 05/04/2018] [Indexed: 11/18/2022]
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18
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Derks M, Bastiaannet E, van de Water W, de Glas N, Seynaeve C, Putter H, Nortier J, Rea D, Hasenburg A, Markopoulos C, Dirix L, Portielje J, van de Velde C, Liefers G. Impact of age on breast cancer mortality and competing causes of death at 10 years follow-up in the adjuvant TEAM trial. Eur J Cancer 2018; 99:1-8. [DOI: 10.1016/j.ejca.2018.04.009] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Revised: 04/03/2018] [Accepted: 04/16/2018] [Indexed: 01/09/2023]
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19
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Derks MGM, Bastiaannet E, Kiderlen M, Hilling DE, Boelens PG, Walsh PM, van Eycken E, Siesling S, Broggio J, Wyld L, Trojanowski M, Kolacinska A, Chalubinska-Fendler J, Gonçalves AF, Nowikiewicz T, Zegarski W, Audisio RA, Liefers GJ, Portielje JEA, van de Velde CJH. Variation in treatment and survival of older patients with non-metastatic breast cancer in five European countries: a population-based cohort study from the EURECCA Breast Cancer Group. Br J Cancer 2018; 119:121-129. [PMID: 29875471 PMCID: PMC6035184 DOI: 10.1038/s41416-018-0090-1] [Citation(s) in RCA: 55] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Revised: 03/23/2018] [Accepted: 03/28/2018] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Older patients are poorly represented in breast cancer research and guidelines do not provide evidence based recommendations for this specific group. We compared treatment strategies and survival outcomes between European countries and assessed whether variance in treatment patterns may be associated with variation in survival. METHODS Population-based study including patients aged ≥ 70 with non-metastatic BC from cancer registries from the Netherlands, Belgium, Ireland, England and Greater Poland. Proportions of local and systemic treatments, five-year relative survival and relative excess risks (RER) between countries were calculated. RESULTS In total, 236,015 patients were included. The proportion of stage I BC receiving endocrine therapy ranged from 19.6% (Netherlands) to 84.6% (Belgium). The proportion of stage III BC receiving no breast surgery varied between 22.0% (Belgium) and 50.8% (Ireland). For stage I BC, relative survival was lower in England compared with Belgium (RER 2.96, 95%CI 1.30-6.72, P < .001). For stage III BC, England, Ireland and Greater Poland showed significantly worse relative survival compared with Belgium. CONCLUSIONS There is substantial variation in treatment strategies and survival outcomes in elderly with BC in Europe. For early-stage BC, we observed large variation in endocrine therapy but no variation in relative survival, suggesting potential overtreatment. For advanced BC, we observed higher survival in countries with lower proportions of omission of surgery, suggesting potential undertreatment.
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Affiliation(s)
- Marloes G M Derks
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Esther Bastiaannet
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
- Department of Gerontology & Geriatrics, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Mandy Kiderlen
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Denise E Hilling
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Petra G Boelens
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Paul M Walsh
- National Cancer Registry of Ireland, Building 6800, Cork Airport Business Park, Kinsale Road, Cork, T12 CDF7, Ireland
| | | | - Sabine Siesling
- Department of Research, Netherlands Comprehensive Cancer Organisation (IKNL), Godebaldkwartier 419, Utrecht, 3511 DT, The Netherlands
| | - John Broggio
- Public Health England, 5 St Philip's Place, Birmingham, B3 2PW, UK
| | - Lynda Wyld
- Department of Oncology and Metabolism, University of Sheffield, Western Bank, Sheffield, S10 2TN, UK
| | - Maciej Trojanowski
- Greater Poland Cancer Registry, Greater Poland Cancer Center, Garbary 15, Poznań, 60-101, Poland
| | - Agnieszka Kolacinska
- Department of Head and Neck Cancer Surgery, Department of Surgical Oncology, Medical University of Lodz, Kościuszki 4, Łódź, 90-419, Poland
| | | | - Ana Filipa Gonçalves
- Portuguese Oncology Institute of Porto, R. Dr. António Bernardino de Almeida 62, Porto, 4200-162, Portugal
| | - Tomasz Nowikiewicz
- Department of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Jagiellońska 13-15, Bydgoszcz, 85-067, Poland
| | - Wojciech Zegarski
- Department of Surgical Oncology, Ludwik Rydygier's Collegium Medicum, Jagiellońska 13-15, Bydgoszcz, 85-067, Poland
| | - Riccardo A Audisio
- Department of Surgery, St Helens Teaching Hospital, University of Liverpool, Marshalls Cross Rd, Saint Helens, St Helens, WA9 3DA, UK
| | - Gerrit-Jan Liefers
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Johanneke E A Portielje
- Department of Medical Oncology, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands
| | - Cornelis J H van de Velde
- Department of Surgery, Leiden University Medical Center, Albinusdreef 2, Leiden, 2333 ZA, The Netherlands.
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Abstract
PURPOSE OF THE REVIEW In clinical practice, older patients are often undertreated due to underrepresentation in clinical trials and fear of toxicity. Our objective was therefore to review toxicities that are specific to older cancer patients, to review risk factors in order to help physicians guide their decisions, and to review interventions that can be implemented in routine clinical practice to prevent toxicity induced by cancer therapies. RECENT FINDINGS On the whole, reviews report similar number and frequency as well as similar grade 3 or 4 adverse events between subjects older and younger than 65 years. Yet patients included in clinical trials are often not representative of real-life patients and are often fit older cancer patients. Moreover, tolerance to the additive impact of multiple adverse effects is different between older and younger patients. And specific symptoms such as stomatitis may cause a series of consequences such as dehydration, denutrition, renal insufficiency, and adverse events of renally excreted drugs. Older patients are at high risk of toxicity due to many factors but mainly due to the prevalence of frailty in this population that has been estimated to be around 40% increasing the risk of chemotherapy intolerance. As a consequence, interventions must be implemented according to altered domains of comprehensive geriatric assessment in order to improve anticancer tolerance. These interventions are reviewed here.
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Affiliation(s)
- Olivia Le Saux
- Medical Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France.
| | - Claire Falandry
- Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France.,CarMen biomedical research laboratory (Cardiovascular diseases, Metabolism, diabetology and Nutrition) INSERM UMR 1060, Université de Lyon, Oullins, France
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Kanesvaran R, Le Saux O, Motzer R, Choueiri TK, Scotté F, Bellmunt J, Launay-Vacher V. Elderly patients with metastatic renal cell carcinoma: position paper from the International Society of Geriatric Oncology. Lancet Oncol 2018; 19:e317-e326. [PMID: 29893263 DOI: 10.1016/s1470-2045(18)30125-6] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Revised: 01/18/2018] [Accepted: 01/18/2018] [Indexed: 12/27/2022]
Abstract
Therapy for metastatic renal cell carcinoma should be tailored to the circumstances and preferences of the individual patient. Age should not be a barrier to effective treatment. Systematic geriatric screening and assessment contributes to the goal of personalised management, in addition to the involvement of a multidisciplinary team. A task force from the International Society of Geriatric Oncology (SIOG) updated its 2009 consensus statement on the management of elderly patients with metastatic renal cell carcinoma by reviewing data from studies involving recently approved targeted drugs and immunotherapies for this disease. Overall, it seems that age alone does not appreciably affect efficacy. Among the pivotal studies that were included, there is a striking scarcity of analyses that relate toxic effects to patient age. Even if the adverse effects of therapy are no more frequent or severe in elderly patients than in their younger counterparts, the practical, psychological, and functional impact of treatment may be greater, especially if toxic effects are chronic and cumulative.
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Affiliation(s)
| | - Olivia Le Saux
- Medical Oncology Department, Hospices Civils de Lyon, Lyon Sud Hospital, Pierre-Bénite, France
| | - Robert Motzer
- Memorial Sloan Kettering Cancer Center, Memorial Hospital, New York, NY, USA
| | | | - Florian Scotté
- Medical Oncology and Supportive Care Department, Foch Hospital, Suresnes, France
| | - Joaquim Bellmunt
- Dana-Farber Cancer Institute, Boston, MA, USA; Hospital del Mar Medical Research Institute, Parc de Salut Mar, Barcelona Spain
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Le Saux O, Lapotre-Aurelle S, Watelet S, Castel-Kremer E, Lecardonnel C, Murard-Reeman F, Ravot C, Falandry C. Systematic review of care needs for older patients treated with anticancer drugs. J Geriatr Oncol 2018; 9:441-450. [PMID: 29573968 DOI: 10.1016/j.jgo.2018.02.009] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2017] [Revised: 11/05/2017] [Accepted: 02/23/2018] [Indexed: 10/17/2022]
Abstract
OBJECTIVE When treated with anticancer therapies, a number of issues are raised for older patients such as physical needs (coping with symptoms and side-effects) or psychological needs. Geriatric tailored interventions addressing these needs may be effective in terms of improving quality of life of our patients. METHODS A systematic review was performed in September 2017 in MEDLINE. All reports assessing older patients with cancer care needs in the context of anticancer systemic therapy were reviewed. RESULTS A total of 357 articles were analyzed. From these, 35 studies were included in the analysis. Compared to younger patients, the elderly had less supportive care needs. While older patients asked for less information than their younger counterparts, they still requested information on diagnosis, seriousness of the disease, chances of cure, spread of the disease, recovery, courses of illness, possible consequences, treatment procedures, treatment options, possible side effects and how to deal with them, and what they could do in daily life. When taking into consideration the various needs as assessed by the "Supportive Care Needs Survey", physical and daily living were the most frequently reported needs with emphasis on nutrition, coping with physical symptoms, dealing with side effects of treatment, and performing usual physical tasks and activities. CONCLUSION Information demand seemed moderate but a great deal of attention was paid to nutrition and well-being.
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Affiliation(s)
- Olivia Le Saux
- Medical Oncology Department, Institut de Cancérologie des Hospices Civils de Lyon (IC-HCL), Pierre-Bénite, France; Lyon 1 University, EMR 3738, Faculté de Médecine Lyon-Sud, Oullins, France; Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France.
| | | | - Sophie Watelet
- Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France
| | | | - Clémence Lecardonnel
- Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France
| | | | - Christine Ravot
- Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France
| | - Claire Falandry
- Geriatric Oncology Department, Centre Hospitalier Lyon Sud, Pierre-Bénite, France; CarMen Biomedical Research Laboratory (Cardiovascular Diseases, Metabolism, Diabetology and Nutrition) INSERM UMR 1060, Université de Lyon, Oullins, France
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Le Saux O, Falandry C, Gan H, You B, Freyer G, Péron J. Changes in the use of end points in clinical trials for elderly cancer patients over time. Ann Oncol 2017; 28:2606-2611. [DOI: 10.1093/annonc/mdx354] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Treatment recommendations for older women with breast cancer: A survey among surgical, radiation and medical oncologists. Eur J Surg Oncol 2017; 43:1288-1296. [DOI: 10.1016/j.ejso.2017.02.006] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2016] [Revised: 01/11/2017] [Accepted: 02/04/2017] [Indexed: 11/19/2022] Open
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Methodology of phase II clinical trials in metastatic elderly breast cancer: a literature review. Breast Cancer Res Treat 2017; 164:505-513. [DOI: 10.1007/s10549-017-4278-5] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2016] [Accepted: 05/04/2017] [Indexed: 10/19/2022]
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Le Saux O, Falandry C, Gan H, You B, Freyer G, Péron J. Inclusion of elderly patients in oncology clinical trials. Ann Oncol 2016; 27:1799-804. [DOI: 10.1093/annonc/mdw259] [Citation(s) in RCA: 77] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2016] [Accepted: 06/22/2016] [Indexed: 11/12/2022] Open
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Derks MGM, de Glas NA, Bastiaannet E, de Craen AJM, Portielje JEA, van de Velde CJH, van Leeuwen FE, Liefers GJ. Physical Functioning in Older Patients With Breast Cancer: A Prospective Cohort Study in the TEAM Trial. Oncologist 2016; 21:946-53. [PMID: 27368882 DOI: 10.1634/theoncologist.2016-0033] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Accepted: 04/18/2016] [Indexed: 01/24/2023] Open
Abstract
BACKGROUND Previous retrospective studies have shown that physical functioning in older cancer survivors is affected after treatment, yet prospective data are lacking. The aim of this study was to assess change in physical functioning in different age groups of patients with hormone receptor-positive breast cancer who were enrolled in the Tamoxifen Exemestane Adjuvant Multinational (TEAM) phase III trial. METHODS Two physical parameters were assessed. Physical functioning was assessed using the European Organisation for Research and Treatment of Cancer (EORTC) QLQ-C30 questionnaire 1 year (T1) and 2 years (T2) after diagnosis. Physical activity was measured in metabolic equivalent of task (MET) hours/week at T1 and T2. Physical activity before diagnosis (T0) was assessed retrospectively at the T1 questionnaire. Patients were divided into three age groups: <60, 60-69, and ≥70 years. Decline in physical functioning was assessed using linear regression analysis. Differences in mean values of physical activity levels were calculated using repeated-measures one-way analysis of variance. RESULTS A total of 431 patients were included for analysis. In all age groups, physical activity levels at T1 and T2 were significantly lower than prediagnostic physical activity levels (T0) (p < .001 for all age groups). Age ≥70 years was independently associated with decline in physical functioning between T1 and T2 (β = -4.62, 95% confidence interval -8.73 to -0.51, p = .028). CONCLUSION Patients aged 70 years or older treated with breast surgery and adjuvant hormonal therapy did not improve between years 1 and 2 after diagnosis to the same extent as did younger patients. IMPLICATIONS FOR PRACTICE Although older patients constitute a large share of the breast cancer population, little is known about the effect and consequences of treatment of breast cancer in this specific age group. This study revealed that, unlike younger patients, older patients do not regain their physical abilities after surgical and adjuvant treatment for breast cancer. In older adults, the effect of treatment on physical functioning and independency could be more relevant than survival outcomes. Clinicians and older patients should be aware of the impact of treatment on physical functioning and prevent older patients from experiencing physical decline, which could lead to institutionalization and loss of independence. There is a need for age-specific guidelines that take into account the heterogeneity of the older population and for evidence-based treatment that focuses not only on cancer-specific outcomes but also on the consequences of treatment for physical and cognitive functioning and quality of life.
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Affiliation(s)
- Marloes G M Derks
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Nienke A de Glas
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Esther Bastiaannet
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | - Anton J M de Craen
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
| | | | | | - Floor E van Leeuwen
- Division of Psychosocial Research and Epidemiology, Netherlands Cancer Institute, Amsterdam, The Netherlands
| | - Gerrit-Jan Liefers
- Department of Gerontology and Geriatrics, Leiden University Medical Center, Leiden, The Netherlands
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de Glas NA, Bastiaannet E, Engels CC, de Craen AJM, Putter H, van de Velde CJH, Hurria A, Liefers GJ, Portielje JEA. Validity of the online PREDICT tool in older patients with breast cancer: a population-based study. Br J Cancer 2016; 114:395-400. [PMID: 26783995 PMCID: PMC4815772 DOI: 10.1038/bjc.2015.466] [Citation(s) in RCA: 64] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2015] [Revised: 11/27/2015] [Accepted: 11/30/2015] [Indexed: 11/18/2022] Open
Abstract
Background: Predicting breast cancer outcome in older patients is challenging, as it has been shown that the available tools are not accurate in older patients. The PREDICT tool may serve as an alternative tool, as it was developed in a cohort that included almost 1800 women aged 65 years or over. The aim of this study was to assess the validity of the online PREDICT tool in a population-based cohort of unselected older patients with breast cancer. Methods: Patients were included from the population-based FOCUS-cohort. Observed 5- and 10-year overall survival were estimated using the Kaplan–Meier method, and compared with predicted outcomes. Calibration was tested by composing calibration plots and Poisson Regression. Discriminatory accuracy was assessed by composing receiver-operator-curves and corresponding c-indices. Results: In all 2012 included patients, observed and predicted overall survival differed by 1.7%, 95% confidence interval (CI)=−0.3–3.7, for 5-year overall survival, and 4.5%, 95% CI=2.3–6.6, for 10-year overall survival. Poisson regression showed that 5-year overall survival did not significantly differ from the ideal line (standardised mortality ratio (SMR)=1.07, 95% CI=0.98–1.16, P=0.133), but 10-year overall survival was significantly different from the perfect calibration (SMR=1.12, 95% CI=1.05–1.20, P=0.0004). The c-index for 5-year overall survival was 0.73, 95% CI=0.70–0.75, and 0.74, 95% CI=0.72–0.76, for 10-year overall survival. Conclusions: PREDICT can accurately predict 5-year overall survival in older patients with breast cancer. Ten-year predicted overall survival was, however, slightly overestimated.
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Affiliation(s)
- N A de Glas
- Department of Surgery, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands.,Department of Gerontology and Geriatrics, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - E Bastiaannet
- Department of Surgery, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands.,Department of Gerontology and Geriatrics, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - C C Engels
- Department of Surgery, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - A J M de Craen
- Department of Gerontology and Geriatrics, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - H Putter
- Department of Medical Statistics, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - C J H van de Velde
- Department of Surgery, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - A Hurria
- Cancer and Ageing Research Program, City of Hope, 1500 E Duarte Road, Duarte, CA 91010, USA
| | - G J Liefers
- Department of Surgery, Leiden University Medical Centre, PO Box 9600, 2300RC Leiden, The Netherlands
| | - J E A Portielje
- Department of Medical Oncology, Haga Hospital The Hague, Leyweg 275, 2545 CH Den Haag, The Netherlands
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de Glas NA, Kiderlen M, Vandenbroucke JP, de Craen AJM, Portielje JEA, van de Velde CJH, Liefers GJ, Bastiaannet E, Le Cessie S. Performing Survival Analyses in the Presence of Competing Risks: A Clinical Example in Older Breast Cancer Patients. J Natl Cancer Inst 2015; 108:djv366. [PMID: 26614095 DOI: 10.1093/jnci/djv366] [Citation(s) in RCA: 79] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2014] [Accepted: 10/28/2015] [Indexed: 01/30/2023] Open
Abstract
An important consideration in studies that use cause-specific endpoints such as cancer-specific survival or disease recurrence is that risk of dying from another cause before experiencing the event of interest is generally much higher in older patients. Such competing events are of major importance in the design and analysis of studies with older patients, as a patient who dies from another cause before the event of interest cannot reach the endpoint. In this Commentary, we present several clinical examples of research questions in a population-based cohort of older breast cancer patients with a high frequency of competing events and discuss implications of choosing models that deal with competing risks in different ways. We show that in populations with high frequency of competing events, it is important to consider which method is most appropriate to estimate cause-specific endpoints. We demonstrate that when calculating absolute cause-specific risks the Kaplan-Meier method overestimates risk of the event of interest and that the cumulative incidence competing risks (CICR) method, which takes competing risks into account, should be used instead. Two approaches are commonly used to model the association between prognostic factors and cause-specific survival: the Cox proportional hazards model and the Fine and Gray model. We discuss both models and show that in etiologic research the Cox Proportional Hazards model is recommended, while in predictive research the Fine and Gray model is often more appropriate. In conclusion, in studies with cause-specific endpoints in populations with a high frequency of competing events, researchers should carefully choose the most appropriate statistical method to prevent incorrect interpretation of results.
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