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Ng ZX, Handa P, Zheng H, Chen MZ, Soon YY, Blinman P, Stockler M, Ho F. Health-related quality of life with comprehensive geriatric assessment guided care versus usual care in older adults with cancer: A systematic review and meta-analysis of randomized trials. Crit Rev Oncol Hematol 2024; 201:104442. [PMID: 39002788 DOI: 10.1016/j.critrevonc.2024.104442] [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: 04/25/2024] [Revised: 06/29/2024] [Accepted: 07/06/2024] [Indexed: 07/15/2024] Open
Abstract
BACKGROUND To evaluate if comprehensive geriatric assessment (CGA)-guided care improves health-related quality of life (HRQL) in older adults with cancer compared to usual care. METHODS Relevant randomized controlled trials (RCTs) were identified through biomedical databases. Meta-analyses using DerSimonian-Laird model summarized the difference in the mean change of HRQL scores from baseline across various time points, with evidence certainty assessed by the GRADE tool. Logistic regression via generalized estimating equations analyzed predictors of HRQL improvement. RESULTS Potential improvement in the global HRQL score by CGA-guided care at 3 months (Cohen's d 0.27, 95 % CI -0.03-0.58, moderate certainty), could not be excluded. Larger RCTs or those mandating CGA before initiating anti-cancer treatment were predictors of improved HRQL. CONCLUSION The effects of CGA-guided care on HRQL were variable. Larger RCTs and those mandating pre-treatment CGA tended to report improved HRQL.
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Affiliation(s)
- Zhi Xuan Ng
- Department of Radiation Oncology, National University Cancer Institute, Singapore, Singapore
| | - Pooja Handa
- Department of Radiation Oncology, National University Cancer Institute, Singapore, Singapore
| | - Huili Zheng
- Clinical Research Unit, Khoo Teck Puat Hospital, Singapore
| | - Matthew Zhixuan Chen
- Division of Geriatric Medicine, Department of Medicine, National University Hospital, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yu Yang Soon
- Department of Radiation Oncology, National University Cancer Institute, Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia.
| | - Prunella Blinman
- Department of Medical Oncology, Concord Repatriation General Hospital, Sydney, NSW, Australia
| | - Martin Stockler
- NHMRC Clinical Trials Centre, University of Sydney, Sydney, NSW, Australia; Department of Medical Oncology, Concord Repatriation General Hospital, Sydney, NSW, Australia; Department of Medical Oncology, Chris O'Brien Lifehouse, Sydney, NSW, Australia
| | - Francis Ho
- Department of Radiation Oncology, National University Cancer Institute, Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
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Diaz FC, Hamparsumian A, Loh KP, Verduzco-Aguirre H, Abdallah M, Williams GR, Hsu T, Soto-Perez-de-Celis E, Elias R. Geriatric Oncology: A 5-Year Strategic Plan. Am Soc Clin Oncol Educ Book 2024; 44:e100044. [PMID: 38709980 DOI: 10.1200/edbk_100044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
The increasing rate of the older adult population across the world over the next 20 years along with significant developments in the treatment of oncology will require a more granular understanding of the older adult population with cancer. The ASCO Geriatric Oncology Community of Practice (COP) herein provides an outline for the field along three fundamental pillars: education, research, and implementation, inspired by ASCO's 5-Year Strategic Plan. Fundamental to improving the understanding of geriatric oncology is research that intentionally includes older adults with clinically meaningful data supported by grants across all career stages. The increased knowledge base that is developed should be conveyed among health care providers through core competencies for trainees and continuing education for practicing oncologists. ASCO's infrastructure can serve as a resource for fellowship programs interested in acquiring geriatric oncology content and provide recommendations on developing training pathways for fellows interested in pursuing formalized training in geriatrics. Incorporating geriatric oncology into everyday practice is challenging as each clinical setting has unique operational workflows with barriers that limit implementation of valuable geriatric tools such as Geriatric Assessment. Partnerships among experts in quality improvement from the ASCO Geriatric Oncology COP, the Cancer and Aging Research Group, and ASCO's Quality Training Program can provide one such venue for implementation of geriatric oncology through a structured support mechanism. The field of geriatric oncology must continue to find innovative strategies using existing resources and partnerships to address the pressing needs of the older adult population with cancer to improve patient outcomes.
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Affiliation(s)
- Fernando C Diaz
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC
- Division of Geriatrics, University of North Carolina, Chapel Hill, NC
| | - Anahid Hamparsumian
- Geriatric Research Education and Clinical Center, Veterans Affairs Greater Los Angeles Healthcare System, Los Angeles, CA
| | - Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
| | - Haydeé Verduzco-Aguirre
- Department of Hemato-Oncology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Maya Abdallah
- Section of Hematology/Oncology, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA
| | - Grant R Williams
- Lewis and Faye Manderson Cancer Center at DCH Regional Medical Center, Tuscaloosa, AL
- Division of Hematology & Oncology, University of Alabama at Birmingham, Birmingham, AL
| | - Tina Hsu
- Division of Medical Oncology, The Ottawa Hospital Cancer Centre, University of Ottawa, Ottawa, ON, Canada
| | - Enrique Soto-Perez-de-Celis
- Department of Geriatrics, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Rawad Elias
- Division of Hematology-Oncology, UMass Chan Medical School-Baystate, Springfield, MA
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Lam AB, Moore V, Nipp RD. Care Delivery Interventions for Individuals with Cancer: A Literature Review and Focus on Gastrointestinal Malignancies. Healthcare (Basel) 2023; 12:30. [PMID: 38200936 PMCID: PMC10779432 DOI: 10.3390/healthcare12010030] [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: 09/26/2023] [Revised: 12/05/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Gastrointestinal malignancies represent a particularly challenging condition, often requiring a multidisciplinary approach to management in order to meet the unique needs of these individuals and their caregivers. PURPOSE In this literature review, we sought to describe care delivery interventions that strive to improve the quality of life and care for patients with a focus on gastrointestinal malignancies. CONCLUSION We highlight patient-centered care delivery interventions, including patient-reported outcomes, hospital-at-home interventions, and other models of care for individuals with cancer. By demonstrating the relevance and utility of these different care models for patients with gastrointestinal malignancies, we hope to highlight the importance of developing and testing new interventions to address the unique needs of this population.
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Affiliation(s)
- Anh B. Lam
- Department of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73104, USA
| | - Vanessa Moore
- College of Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, OK 73117, USA;
| | - Ryan D. Nipp
- Division of Hematology and Oncology, University of Oklahoma Health Sciences Center, Stephenson Cancer Center, Oklahoma City, OK 73104, USA
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Arihara Y, Shibuya R, Ono M, Suzuki N, Omori G, Ikeda Y, Nakamura H, Yamada M, Abe T, Takada K, Maeda M. Detailed Clinical Characteristics, Interventions, and Long-Term Outcomes of Patients With Gastric Cancer Who Received the Best Supportive Care Without Any Anticancer Treatment. Palliat Med Rep 2023; 4:334-338. [PMID: 38098858 PMCID: PMC10719647 DOI: 10.1089/pmr.2023.0066] [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] [Accepted: 11/01/2023] [Indexed: 12/17/2023] Open
Abstract
Background Due to the lack of studies, the long-term prognoses of unfit patients with gastric cancer (GC) who did not receive any aggressive cancer treatment (best supportive care [BSC] cases) remain unclear, especially for those with potentially curable GC. We conducted this observational study to capture the real-world data of characteristics and outcomes for BSC cases. Method Consecutive clinical records of patients with GC diagnosed at Steel Memorial Muroran Hospital from January 2017 to December 2021 were analyzed. Result Of 481 patients diagnosed with GC, 91 (18.9%) were BSC cases. The median overall survival (OS) was 12.4, 8.3, and 2.5 months for clinical stage (cStage) I, II-III, and IV, respectively. Patients with potentially curable GC (cStage I-III) had significantly longer OS than those with incurable disease (cStage IV), with a hazard ratio for death of 0.29 (95% confidence interval: 0.18-0.47). Conclusion Our report provides useful information for decision-making for unfit patients with GC in daily clinical practice.
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Affiliation(s)
- Yohei Arihara
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Ryo Shibuya
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Michihiro Ono
- Department of Pancreatobiliary Medicine, Steel Memorial Muroran Hospital, Hokkaido, Japan
| | - Norito Suzuki
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Ginji Omori
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Yuki Ikeda
- Department of Pancreatobiliary Medicine, Steel Memorial Muroran Hospital, Hokkaido, Japan
| | - Hajime Nakamura
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Michiko Yamada
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
| | - Tomoyuki Abe
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
| | - Kohichi Takada
- Department of Medical Oncology, Sapporo Medical University School of Medicine, Hokkaido, Japan
| | - Masahiro Maeda
- Department of Gastroenterology, Steel Memorial Muroran Hospital, Hokkaido, Japan
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Loh KP, Mohile SG. Geriatric assessment and management: is decreasing treatment toxicity good enough? J Natl Cancer Inst 2023; 115:1445-1447. [PMID: 37949100 PMCID: PMC11032707 DOI: 10.1093/jnci/djad207] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2023] [Accepted: 09/28/2023] [Indexed: 11/12/2023] Open
Affiliation(s)
- Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
| | - Supriya G Mohile
- Division of Hematology/Oncology, Department of Medicine, James P. Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY, USA
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Seaman AT, Rowland JH, Werts SJ, Tam RM, Torres TK, Hucek FA, Wickersham KE, Fairman CM, Patel HD, Thomson CA, Hebert JR, Friedman DB. Examining provider perceptions and practices for comprehensive geriatric assessment among cancer survivors: a qualitative study with an implementation science focus. FRONTIERS IN AGING 2023; 4:1305922. [PMID: 38111517 PMCID: PMC10725930 DOI: 10.3389/fragi.2023.1305922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/21/2023] [Indexed: 12/20/2023]
Abstract
Introduction: Cancer rates increase with age, and older cancer survivors have unique medical care needs, making assessment of health status and identification of appropriate supportive resources key to delivery of optimal cancer care. Comprehensive geriatric assessments (CGAs) help determine an older person's functional capabilities as cancer care providers plan treatment and follow-up care. Despite its proven utility, research on implementation of CGA is lacking. Methods: Guided by a qualitative description approach and through interviews with primary care providers and oncologists, our goal was to better understand barriers and facilitators of CGA use and identify training and support needs for implementation. Participants were identified through Cancer Prevention and Control Research Network partner listservs and a national cancer and aging organization. Potential interviewees, contacted via email, were provided with a description of the study purpose. Eight semi-structured interviews were conducted via Zoom, recorded, and transcribed verbatim by a professional transcription service. The interview guide explored providers' knowledge and use of CGAs. For codebook development, three representative transcripts were independently reviewed and coded by four team members. The interpretive process involved reflecting, transcribing, coding, and searching for and identifying themes. Results: Providers shared that, while it would be ideal to administer CGAs with all new patients, they were not always able to do this. Instead, they used brief screening tools or portions of CGAs, or both. There was variability in how CGA domains were assessed; however, all considered CGAs useful and they communicated with patients about their benefits. Identified facilitators of implementation included having clinic champions, an interdisciplinary care team to assist with implementation and referrals for intervention, and institutional resources and buy-in. Barriers noted included limited staff capacity and competing demands on time, provider inexperience, and misaligned institutional priorities. Discussion: Findings can guide solutions for improving the broader and more systematic use of CGAs in the care of older cancer patients. Uptake of processes like CGA to better identify those at risk of poor outcomes and intervening early to modify treatments are critical to maximize the health of the growing population of older cancer survivors living through and beyond their disease.
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Affiliation(s)
- Aaron T. Seaman
- Department of Internal Medicine - General Internal Medicine, Carver College of Medicine, University of Iowa, Iowa City, IA, United States
| | - Julia H. Rowland
- Smith Center for Healing and the Arts, Washington, DC, United States
| | - Samantha J. Werts
- Department of Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
- University of Arizona Cancer Center, Tucson, AZ, United States
| | - Rowena M. Tam
- Physical Therapy Program, School of Exercise and Nutritional Sciences, San Diego State University, San Diego, CA, United States
- Herbert Wertheim School of Public Health and Human Longevity Science, UC San Diego, San Diego, CA, United States
| | - Tara K. Torres
- University of Arizona Cancer Center, Tucson, AZ, United States
- Department of Psychology, College of Science, University of Arizona, Tucson, AZ, United States
| | - Freda Allyson Hucek
- Office for the Study of Aging, Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Karen E. Wickersham
- College of Nursing, University of South Carolina, Columbia, SC, United States
| | - Ciaran M. Fairman
- Department of Exercise Science, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Hiten D. Patel
- Department of Urology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Cynthia A. Thomson
- Department of Health Promotion Sciences, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ, United States
- University of Arizona Cancer Center, Tucson, AZ, United States
| | - James R. Hebert
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
- Cancer Prevention and Control Program, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
| | - Daniela B. Friedman
- Office for the Study of Aging, Department of Health Promotion, Education, and Behavior, Arnold School of Public Health, University of South Carolina, Columbia, SC, United States
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Dale W, Klepin HD, Williams GR, Alibhai SMH, Bergerot C, Brintzenhofeszoc K, Hopkins JO, Jhawer MP, Katheria V, Loh KP, Lowenstein LM, McKoy JM, Noronha V, Phillips T, Rosko AE, Ruegg T, Schiaffino MK, Simmons JF, Subbiah I, Tew WP, Webb TL, Whitehead M, Somerfield MR, Mohile SG. Practical Assessment and Management of Vulnerabilities in Older Patients Receiving Systemic Cancer Therapy: ASCO Guideline Update. J Clin Oncol 2023; 41:4293-4312. [PMID: 37459573 DOI: 10.1200/jco.23.00933] [Citation(s) in RCA: 68] [Impact Index Per Article: 68.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 05/16/2023] [Accepted: 05/30/2023] [Indexed: 08/12/2023] Open
Abstract
PURPOSE To update the ASCO guideline (2018) on the practical assessment and management of age-associated vulnerabilities in older patients undergoing systemic cancer therapy. METHODS An Expert Panel conducted a systematic review to identify relevant randomized clinical trials (RCTs), systematic reviews, and meta-analyses from January 2016 to December 2022. RESULTS A total of 26 publications met eligibility criteria and form the evidentiary basis for the update. RECOMMENDATIONS The Expert Panel reiterates its overarching recommendation from the prior guideline that geriatric assessment (GA), including all essential domains, should be used to identify vulnerabilities or impairments that are not routinely captured in oncology assessments for all patients over 65 years old with cancer. Based on recently published RCTs demonstrating significantly improved clinical outcomes, all older adults with cancer (65+ years old) receiving systemic therapy with GA-identified deficits should have GA-guided management (GAM) included in their care plan. GAM includes using GA findings to inform cancer treatment decision-making as well as to address impairments through appropriate interventions, counseling, and/or referrals. A GA should include high priority aging-related domains known to be associated with outcomes in older adults with cancer: physical and cognitive function, emotional health, comorbid conditions, polypharmacy, nutrition, and social support. Clinical adaptation of the GA based on patient population, resources, and time is appropriate.The Panel recommends the Practical Geriatric Assessment as one option for this purpose (https://old-prod.asco.org/sites/new-www.asco.org/files/content-files/practice-patients/documents/2023-PGA-Final.pdf; https://youtu.be/jnaQIjOz2Dw; https://youtu.be/nZXtwaGh0Z0).Additional information is available at www.asco.org/supportive-care-guidelines.
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Affiliation(s)
- William Dale
- City of Hope National Medical Center, Duarte, CA
| | - Heidi D Klepin
- Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
| | | | | | | | | | | | | | - Vani Katheria
- City of Hope Comprehensive Cancer Center, Duarte, CA
| | - Kah Poh Loh
- University of Rochester Medical Center, Rochester, NY
| | | | - June M McKoy
- Robert H. Lurie Comprehensive Cancer Center, Northwestern University Feinberg School of Medicine, Chicago, IL
| | | | - Tanyanika Phillips
- Department of Medical Oncology & Therapeutics Research, City of Hope Cancer Center, Duarte, CA
| | - Ashley E Rosko
- Ohio State University Comprehensive Cancer Center, Columbus, OH
| | - Tracy Ruegg
- WellStar School of Nursing, Kennesaw State University, Kennesaw, GA
| | | | | | | | - William P Tew
- Memorial Sloan Kettering Cancer Center, New York, NY
| | - Tracy L Webb
- Wake Forest University Health Sciences, Winston Salem, NC
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Mariano C, Brennenstuhl S, Alibhai S, Tejero I, Strohschein F, Monette J, Szumacher E, Hsu T, Puts M. Predictors and effects of toxicity experienced by older adults with cancer receiving systemic therapy in a randomized clinical trial of geriatric assessment. J Geriatr Oncol 2023; 14:101584. [PMID: 37429107 DOI: 10.1016/j.jgo.2023.101584] [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: 12/22/2022] [Revised: 03/06/2023] [Accepted: 06/30/2023] [Indexed: 07/12/2023]
Abstract
INTRODUCTION Older adults represent a large segment of the oncology population, however, they remain underrepresented in clinical research. Treatment of older adults is often extrapolated using data from younger and fitter patients, which may not be appropriate. Furthermore the implications of toxicity from treatment can be greater for this population. Predicting toxicity from treatment and its effect on quality of life and functional status for older adults therefore is important. MATERIALS AND METHODS We analyzed data from a clinical trial of geriatric assessment and management for Canadian elders with cancer (5C study). We assessed whether the baseline Cancer and Aging Research Group (CARG) toxicity score, G8 score, and Eastern Cooperative Oncology Group (ECOG) performance predicted grade 3-5 toxicity using logistic regression and pattern mixture models. We also assessed the impact of toxicity on quality of life and functional decline. Patients were followed for six months. RESULTS Three hundred sixteen patients were included. Mean age was 76 years old and 40% of patients were female. One hundred nineteen patients (38%) experienced at least one grade 3-5 toxicity. Neither the CARG toxicity score, G8, or ECOG were predictive of grade 3-5 toxicity. Patients who experienced grade 3-5 toxicity were more likely to have functional impairments over time (odds ratio 3.71, p = 0.03). However, they maintained their quality of life. DISCUSSION In this secondary analysis of a randomized controlled trial of geriatric assessment and management we did not find any predictors of grade 3-5 toxicity. Patients who did experience toxicity were more likely to report functional decline over time. Older adults who do experience treatment related toxicity may benefit from increased supports. CLINICAL TRIAL INFORMATION NCT0315467.
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Affiliation(s)
- Caroline Mariano
- Department of Medical Oncology, BC Cancer Center, Vancouver, British Columbia, Canada.
| | - Sarah Brennenstuhl
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
| | - Shabbir Alibhai
- Department of Geriatric Medicine, University Health Network, Toronto, Ontario, Canada
| | - Isabel Tejero
- Geriatrics Department, Hospital del Mar, Barcelona, Spain
| | - Fay Strohschein
- Faculty of Nursing, University of Calgary, Calgary, Alberta, Canada
| | - Johanne Monette
- Division of Geriatric Medicine, Department of Medicine, McGill University, Montreal, Québec, Canada
| | - Ewa Szumacher
- Department of Radiation Oncology, Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Tina Hsu
- Division of Medical Oncology, The Ottawa Hospital, Ottawa, Ontario, Canada
| | - Martine Puts
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, Toronto, Ontario, Canada
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Dottorini L, Petrelli F, Ghidini A, Rea CG, Borgonovo K, Dognini G, Parati MC, Petrò D, Ghilardi M, Luciani A. Oxaliplatin in Adjuvant Colorectal Cancer: Is There a Role in Older Patients? J Clin Oncol 2023:JCO2300354. [PMID: 37186881 DOI: 10.1200/jco.23.00354] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/17/2023] Open
Affiliation(s)
| | | | | | | | | | | | | | - Daniela Petrò
- Oncology Unit, ASST Bergamo Ovest, Treviglio (BG), Italy
| | - Mara Ghilardi
- Oncology Unit, ASST Bergamo Ovest, Treviglio (BG), Italy
| | - Andrea Luciani
- Oncology Unit, ASST Bergamo Ovest, Treviglio (BG), Italy
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10
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Flannery M, Culakova E, Mohile S. Reply to T. Kaneko et al. J Clin Oncol 2023; 41:2666-2667. [PMID: 36930847 PMCID: PMC10414705 DOI: 10.1200/jco.23.00248] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 03/19/2023] Open
Affiliation(s)
- Marie Flannery
- Marie Flannery, RN, PhD, School of Nursing, University of Rochester Medical Center, Rochester, NY; Eva Culakova, MS, PhD, Department of Surgery, University of Rochester Medical Center, Rochester, NY; and Supriya Mohile, MD, MS, Department of Medicine, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
| | - Eva Culakova
- Marie Flannery, RN, PhD, School of Nursing, University of Rochester Medical Center, Rochester, NY; Eva Culakova, MS, PhD, Department of Surgery, University of Rochester Medical Center, Rochester, NY; and Supriya Mohile, MD, MS, Department of Medicine, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
| | - Supriya Mohile
- Marie Flannery, RN, PhD, School of Nursing, University of Rochester Medical Center, Rochester, NY; Eva Culakova, MS, PhD, Department of Surgery, University of Rochester Medical Center, Rochester, NY; and Supriya Mohile, MD, MS, Department of Medicine, Wilmot Cancer Institute, University of Rochester Medical Center, Rochester, NY
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11
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Kaneko T, Shimomura A, Shimizu C. What Is the Optimal Way to Use Geriatric Assessment and Patient-Reported Outcomes in Older Patients With Advanced Cancer? J Clin Oncol 2023; 41:2665-2666. [PMID: 36930841 DOI: 10.1200/jco.22.02874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 12/27/2022] [Accepted: 02/10/2023] [Indexed: 03/19/2023] Open
Affiliation(s)
- Takahiro Kaneko
- Takahiro Kaneko, MD, Akihiko Shimomura, MD, PhD, and Chikako Shimizu, MD, PhD, Department of Breast and Medical Oncology, National Center for Global Health and Medicine, Tokyo, Japan
| | - Akihiko Shimomura
- Takahiro Kaneko, MD, Akihiko Shimomura, MD, PhD, and Chikako Shimizu, MD, PhD, Department of Breast and Medical Oncology, National Center for Global Health and Medicine, Tokyo, Japan
| | - Chikako Shimizu
- Takahiro Kaneko, MD, Akihiko Shimomura, MD, PhD, and Chikako Shimizu, MD, PhD, Department of Breast and Medical Oncology, National Center for Global Health and Medicine, Tokyo, Japan
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Braulke F, Para S, Alt-Epping B, Tewes M, Bäumer M, Haberland B, Mayer-Steinacker R, Hopprich A, de Wit M, Grabe M, Bender-Säbelkampf S, Weßling C, Aulmann C, Gerlach C, Regincos P, Fischer F, Haarmann S, Huys T, Drygas S, Rambau A, Kiani A, Schnabel A, Buhl C, Seipke S, Hiemer S, Polata S, Meßmann M, Hansmeier A, Anastasiadou L, Letsch A, Wecht D, Hellberg-Naegele M, Krug U, Wedding U, van Oorschot B. Systematic symptom screening in patients with advanced cancer treated in certified oncology centers: results of the prospective multicenter German KeSBa project. J Cancer Res Clin Oncol 2023:10.1007/s00432-023-04818-8. [PMID: 37145199 PMCID: PMC10374724 DOI: 10.1007/s00432-023-04818-8] [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: 04/07/2023] [Accepted: 04/24/2023] [Indexed: 05/06/2023]
Abstract
PURPOSE Guidelines recommend a structured symptom screening (SC) for especially advanced cancer patients (CPs). The aim of this multicenter German prospective quality assurance project KeSBa (Kennzahl Symptom- und Belastungserfassung) was to gain knowledge on SC procedures in Oncology Centers (OCs) for advanced cancer patients and a first impression on the consequences of SC. METHODS The KeSBa project consisted of three phases: pilot, 3 months screening and feedback phase. Participating OCs decided to use either the Minimal Documentation System (MIDOS) or the Integrated Palliative care Outcome Scale (IPOS) and defined the cutoff values for positive screening results. RESULTS Out of 172 certified German OCs, 40 (23%) participated in the KeSBa pilot phase, 29 (16.8%) in the 3 months screening phase using MIDOS (n = 18, 58.6%) or IPOS (n = 11, 41.3%) and in the feedback round. 25/29 performed paper-based screening (86.2%). 2.963 CPs were screened. Results were documented for 1255 (42.2%, SC +) positive and 874 (29.5%, SC-) negative screenings depending on the center´s schedules: 452 SC + CPs (28.4%) and 42 SC- CPs (2.6%) had contact to specialized palliative care or other supportive specialist teams afterwards, 458 SC + CPs (28.8%) and 605 SC- CPs (38.1%) remained in standard oncology care. In the feedback round missing resources (personal and IT) and improved communication were mentioned most often. CONCLUSION Routine SC is feasible in advanced CPs treated in OCs but associated with considerable workload. In 42.2% of CPs SC was classified as positive, indicating the need of further diagnostics or professional judgment. SC requires staff and IT resources.
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Affiliation(s)
- Friederike Braulke
- Comprehensive Cancer Center, University Medical Center Göttingen, Göttingen, Germany
| | - Servet Para
- Interdisciplinary Center Palliative Medicine, University Hospital Würzburg, Würzburg, Germany
| | - Bernd Alt-Epping
- Department of Palliative Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Mitra Tewes
- Department of Palliative Medicine, West German Cancer Center, University Hospital Essen, University of Duisburg-Essen, Essen, Germany
| | - Markus Bäumer
- Kliniken Maria Hilf GmbH Mönchengladbach, Mönchengladbach, Germany
| | | | | | - Anne Hopprich
- Department of Radiooncology and Radiotherapy, University Medical Center Mainz, Mainz, Germany
| | - Maike de Wit
- Cancer Center Berlin-Neukölln - Vivantes Klinikum Neukölln, Berlin, Germany
| | - Michaela Grabe
- Cancer Center Rems-Murr-Hospital Winnenden, Winnenden, Germany
| | | | | | | | - Christina Gerlach
- Department of Palliative Medicine, University Hospital Heidelberg, Heidelberg, Germany
| | - Pascale Regincos
- Clinic of Hematology, Oncology and Palliative Care, Klinikum Stuttgart, Stuttgart, Germany
| | | | - Soraya Haarmann
- Kliniken Heilbronn GmbH, Fachklinik Löwenstein, Löwenstein, Germany
| | | | - Sabine Drygas
- Brüderkrankenhaus St. Josef Paderborn, Paderborn, Germany
| | - Anett Rambau
- Caritas Krankenhaus Bad Mergentheim, Bad Mergentheim, Germany
| | - Alexander Kiani
- Klinikum Bayreuth GmbH, and Comprehensive Cancer Center Erlangen-EMN, Erlangen, Germany
| | | | - Christoph Buhl
- Department of Oncology, Hematology, Palliative Medicine, Special Pain Therapy, Hospital Leverkusen, Leverkusen, Germany
| | - Stefanie Seipke
- Comprehensive Cancer Center, Hannover Medical School, Hannover, Germany
| | | | - Silke Polata
- Evangelisches Waldkrankenhaus Berlin-Spandau, Berlin, Germany
| | - Maximilian Meßmann
- Department of Palliative Medicine, Hospital St. Elisabeth Straubing GmbH, Straubing, Germany
| | | | | | - Anne Letsch
- Department of Hematology and Oncology, University Hospital Schleswig-Holstein, Kiel, Germany
| | - Daniel Wecht
- Specialist Care in Oncology and Palliative Care, University Hospital Gießen and Marburg, Marburg, Germany
| | | | - Utz Krug
- Department of Oncology, Hematology, Palliative Medicine, Special Pain Therapy, Hospital Leverkusen, Leverkusen, Germany
| | - Ulrich Wedding
- Department of Palliative Care, University Hospital Jena, Am Klinikum 1, 07747, Jena, Germany.
| | - Birgitt van Oorschot
- Interdisciplinary Center Palliative Medicine, University Hospital Würzburg, Würzburg, Germany
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Xu H, Mohamed M, Flannery M, Peppone L, Ramsdale E, Loh KP, Wells M, Jamieson L, Vogel VG, Hall BA, Mustian K, Mohile S, Culakova E. An Unsupervised Machine Learning Approach to Evaluating the Association of Symptom Clusters With Adverse Outcomes Among Older Adults With Advanced Cancer: A Secondary Analysis of a Randomized Clinical Trial. JAMA Netw Open 2023; 6:e234198. [PMID: 36947036 PMCID: PMC10034574 DOI: 10.1001/jamanetworkopen.2023.4198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2022] [Accepted: 12/20/2022] [Indexed: 03/23/2023] Open
Abstract
Importance Older adults with advanced cancer who have high pretreatment symptom severity often experience adverse events during cancer treatments. Unsupervised machine learning may help stratify patients into different risk groups. Objective To evaluate whether clusters identified from baseline patient-reported symptom severity were associated with adverse outcomes. Design, Setting, and Participants This secondary analysis of the Geriatric Assessment Intervention for Reducing Toxicity in Older Patients With Advanced Cancer (GAP70+) Trial (2014-2019) included patients who completed the National Cancer Institute Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) before starting a new cancer treatment regimen and received care at community oncology sites across the United States. An unsupervised machine learning algorithm (k-means with Euclidean distance) clustered patients based on similarities of baseline symptom severities. Clustering variables included severity items of 24 PRO-CTCAE symptoms (range, 0-4; corresponding to none, mild, moderate, severe, and very severe). Total severity score was calculated as the sum of 24 items (range, 0-96). Whether the clusters were associated with unplanned hospitalization, death, and toxic effects was then examined. Analyses were conducted in January and February 2022. Exposures Symptom severity. Main Outcomes and Measures Unplanned hospitalization over 3 months (primary), all-cause mortality over 1 year, and any clinician-rated grade 3 to 5 toxic effect over 3 months. Results Of 718 enrolled patients, 706 completed baseline PRO-CTCAE and were included (mean [SD] age, 77.2 [5.5] years, 401 [56.8%] male patients; 51 [7.2%] Black and 619 [87.8%] non-Hispanic White patients; 245 [34.7%] with gastrointestinal cancer; 175 [24.8%] with lung cancer; mean [SD] impaired Geriatric Assessment domains, 4.5 [1.6]). The algorithm classified 310 (43.9%), 295 (41.8%), and 101 (14.3%) into low-, medium-, and high-severity clusters (within-cluster mean [SD] severity scores: low, 6.3 [3.4]; moderate, 16.6 [4.3]; high, 29.8 [7.8]; P < .001). Controlling for sociodemographic variables, clinical factors, study group, and practice site, compared with patients in the low-severity cluster, those in the moderate-severity cluster were more likely to experience hospitalization (risk ratio, 1.36; 95% CI, 1.01-1.84; P = .046). Moderate- and high-severity clusters were associated with a higher risk of death (moderate: hazard ratio, 1.31; 95% CI, 1.01-1.69; P = .04; high: hazard ratio, 2.00; 95% CI, 1.43-2.78; P < .001), but not toxic effects. Conclusions and Relevance In this study, unsupervised machine learning partitioned patients into distinct symptom severity clusters; patients with higher pretreatment severity were more likely to experience hospitalization and death. Trial Registration ClinicalTrials.gov Identifier: NCT02054741.
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Affiliation(s)
- Huiwen Xu
- School of Public and Population Health, University of Texas Medical Branch, Galveston
- Sealy Center on Aging, University of Texas Medical Branch, Galveston
| | - Mostafa Mohamed
- Department of Public Health Sciences, University of Rochester Medical Center, Rochester, New York
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Marie Flannery
- School of Nursing, University of Rochester Medical Center, Rochester, New York
| | - Luke Peppone
- Department of Surgery, Supportive Care in Cancer, University of Rochester Medical Center, Rochester, New York
| | - Erika Ramsdale
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Kah Poh Loh
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Megan Wells
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Leah Jamieson
- Metro Minnesota Community Oncology Research Program, St Louis Park, Minnesota
| | - Victor G. Vogel
- Geisinger Cancer Institute National Cancer Institute Community Oncology Research Program, Danville, Pennsylvania
| | - Bianca Alexandra Hall
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Karen Mustian
- Department of Surgery, Supportive Care in Cancer, University of Rochester Medical Center, Rochester, New York
| | - Supriya Mohile
- James P. Wilmot Cancer Institute, Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York
| | - Eva Culakova
- Department of Surgery, Supportive Care in Cancer, University of Rochester Medical Center, Rochester, New York
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