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Giri S, Harmon C, Hess D, Cespedes Feliciano E, Fumagalli I, Caan B, Lenchik L, Popuri K, Chow V, Beg M, Bhatia S, Williams G. CT-Based Body Composition and Frailty as Predictors of Survival Among Older Adults With Gastrointestinal Malignancies. J Cachexia Sarcopenia Muscle 2025; 16:e13664. [PMID: 39711205 PMCID: PMC11744297 DOI: 10.1002/jcsm.13664] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 10/21/2024] [Accepted: 11/01/2024] [Indexed: 12/24/2024] Open
Abstract
BACKGROUND Older adults with cancer are at an increased risk of treatment related toxicities and early death. Routinely collected clinico-demographic characteristics inadequately explain this increased risk limiting accurate prognostication. Prior studies have suggested that altered body composition and frailty are independently associated with worse survival among older adults with cancer; however, their combined influence remains unclear. METHODS We used data from a single-institution prospective cohort study of older adults (≥ 60 years) who underwent geriatric assessment (GA) at the time of initial consultation with a medical oncologist from September 2017 to December 2020 and available baseline abdominal computed tomography within 60 days of GA. Using multi-slice CT images from T12 to L5 level, we assessed volumetric measures of skeletal muscle (SMV), visceral adipose tissue (VATV), subcutaneous adipose tissue (SATV) and averaged skeletal muscle density (SMD), computing sex-specific z for each measure. Frailty was measured using a 44-item frailty index using the deficit accumulation approach. Primary outcome of interest was overall survival (OS) defined as time from GA to death or last follow up. We used multivariable Cox regression model to study the independent association between the above four body composition measurements and OS adjusted for baseline confounders and frailty. RESULTS We included 459 patients with a mean age of 69.7 ± 7.5 years, 60% males and 77% non-Hispanic Whites. Most had colorectal (27%) or pancreatic cancer (20%) and 48% had stage IV disease. Over a median follow up of 39.4 months, 209 patients (46%) died. In multivariable Cox regression models adjusted for age, sex, race, cancer type, cancer stage and frailty, skeletal muscle volume (HR 0.74; 95% CI 0.58-0.96; p = 0.02, per 1 SD increment) was independently associated with OS. The addition of body composition variables to baseline clinico-demographic variables and frailty led to a slightly improved model discrimination. CONCLUSIONS SMV is independently associated with OS among older adults with newly diagnosed gastrointestinal cancers. Capturing body composition measurements in oncology practice may provide additional prognostic information for older adults with cancer above and beyond what is captured in routine clinical assessment including frailty.
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Affiliation(s)
- Smith Giri
- Institute for Cancer Outcomes and SurvivorshipUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Department of Medicine, Division of Hematology and OncologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Department of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Christian Harmon
- Institute for Cancer Outcomes and SurvivorshipUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Daniel Hess
- Department of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | | | | | - Bette Caan
- Division of ResearchKaiser Permanente, Northern CaliforniaOaklandCaliforniaUSA
| | - Leon Lenchik
- Department of RadiologyWake Forest University School of MedicineWinston‐SalemNorth CarolinaUSA
| | - Karteek Popuri
- Department of Computer ScienceMemorial University of NewfoundlandSt John'sNewfoundland and LabradorCanada
| | - Vincent Chow
- School of Engineering ScienceSimon Fraser UniversityBurnabyBritish ColumbiaCanada
| | - Mirza Faisal Beg
- School of Engineering ScienceSimon Fraser UniversityBurnabyBritish ColumbiaCanada
| | - Smita Bhatia
- Institute for Cancer Outcomes and SurvivorshipUniversity of Alabama at BirminghamBirminghamAlabamaUSA
| | - Grant R. Williams
- Institute for Cancer Outcomes and SurvivorshipUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Department of Medicine, Division of Hematology and OncologyUniversity of Alabama at BirminghamBirminghamAlabamaUSA
- Department of MedicineUniversity of Alabama at BirminghamBirminghamAlabamaUSA
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Lee HJ, Boscardin J, Walter LC, Smith AK, Cohen HJ, Giri S, Williams GR, Presley CJ, Singhal S, Huang LW, Velazquez AI, Gubens MA, Blakely CM, Mulvey CK, Cheng ML, Sakoda LC, Kushi LH, Quesenberry C, Liu R, Fleszar-Pavlovic S, Eskandar C, Cutler E, Mercurio AM, Wong ML. Associations of frailty with survival, hospitalization, functional decline, and toxicity among older adults with advanced non-small cell lung cancer. Oncologist 2024:oyae349. [PMID: 39657913 DOI: 10.1093/oncolo/oyae349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 11/11/2024] [Indexed: 12/12/2024] Open
Abstract
INTRODUCTION Among older adults with cancer receiving chemotherapy, frailty indices predict OS and toxicity. Given the increased use of immunotherapy and targeted therapy for advanced non-small cell lung cancer (aNSCLC), we evaluated frailty and Karnofsky Performance Status (KPS) among older adults with aNSCLC receiving chemotherapy, immunotherapy, and/or targeted therapy. METHODS Patients aged ≥ 65 with aNSCLC starting systemic therapy with non-curative intent underwent geriatric assessments over 6 months. We developed a deficit-accumulation frailty index to categorize patients as robust, pre-frail, or frail. To evaluate associations between frailty and KPS with OS, we used Cox proportional hazards models adjusted for race, insurance, and treatment. We used logistic regression to evaluate hospitalizations, functional decline, and severe toxicity. RESULTS Among 155 patients (median age 73), 45.8% were robust, 36.1% pre-frail, and 18.2% frail; 34.8% had a KPS ≥ 90, 32.9% had a KPS of 80, and 32.3% had a KPS ≤ 70. The median OS was 17.9 months. Pre-frail/frail patients had worse OS compared to robust patients (adjusted hazard ratio [HR] 2.09, 95% CI, 1.31-3.34) and were more likely to be hospitalized (adjusted odds ratio [OR] 2.21, 95% CI, 1.09-4.48), functionally decline (adjusted OR 2.29, 95% CI, 1.09-4.78), and experience grade ≥ 3 hematologic toxicity (adjusted OR 5.18, 95% CI, 1.02-26.03). KPS was only associated with OS. CONCLUSIONS Our frailty index was associated with OS, hospitalization, functional decline, and hematologic AEs among older adults with aNSCLC receiving systemic therapies, while KPS was only associated with OS. Pretreatment frailty assessment may help identify older adults at risk for poor outcomes to optimize decision-making and supportive care.
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Affiliation(s)
- Howard J Lee
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
| | - John Boscardin
- Division of Geriatrics, University of California, San Francisco and San Francisco Veterans Affairs Health Care System, San Francisco, CA 94143, United States
| | - Louise C Walter
- Division of Geriatrics, University of California, San Francisco and San Francisco Veterans Affairs Health Care System, San Francisco, CA 94143, United States
| | - Alexander K Smith
- Division of Geriatrics, University of California, San Francisco and San Francisco Veterans Affairs Health Care System, San Francisco, CA 94143, United States
| | - Harvey J Cohen
- Center for the Study of Aging & Human Development and Duke Cancer Institute, Duke University, Durham, NC 27708, United States
| | - Smith Giri
- Divisions of Hematology/Oncology and Gerontology, Geriatrics, and Palliative Care, The University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Grant R Williams
- Divisions of Hematology/Oncology and Gerontology, Geriatrics, and Palliative Care, The University of Alabama at Birmingham, Birmingham, AL 35294, United States
| | - Carolyn J Presley
- Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center, Columbus, OH 43210, United States
| | - Surbhi Singhal
- Division of Hematology and Oncology, University of California, Davis, Sacramento, CA 95819, United States
| | - Li-Wen Huang
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Division of Hematology-Oncology, San Francisco Veterans Affairs Health Care System, San Francisco, CA 94121, United States
| | - Ana I Velazquez
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco. San Francisco, CA 94143, United States
| | - Matthew A Gubens
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco. San Francisco, CA 94143, United States
| | - Collin M Blakely
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco. San Francisco, CA 94143, United States
| | - Claire K Mulvey
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco. San Francisco, CA 94143, United States
| | - Michael L Cheng
- Division of Hematology/Oncology, University of California, San Francisco, San Francisco, CA 94143, United States
- Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco. San Francisco, CA 94143, United States
| | - Lori C Sakoda
- Division of Research, Kaiser Permanente Northern California, The Permanente Medical Group, Pleasanton, CA 94588, United States
- Department of Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA 91101, United States
| | - Lawrence H Kushi
- Division of Research, Kaiser Permanente Northern California, The Permanente Medical Group, Pleasanton, CA 94588, United States
| | - Charles Quesenberry
- Division of Research, Kaiser Permanente Northern California, The Permanente Medical Group, Pleasanton, CA 94588, United States
| | - Raymond Liu
- Division of Research, Kaiser Permanente Northern California, The Permanente Medical Group, Pleasanton, CA 94588, United States
- Division of Hematology-Oncology, Kaiser Permanente San Francisco Medical Center, The Permanente Medical Group, San Francisco, CA 94115, United States
| | - Sara Fleszar-Pavlovic
- Sylvester Comprehensive Cancer Center, University of Miami Miller School of Medicine, Miami, FL 33136, United States
| | - Caroline Eskandar
- Division of Geriatrics, University of California, San Francisco and San Francisco Veterans Affairs Health Care System, San Francisco, CA 94143, United States
| | - Edward Cutler
- Lens Study Patient and Caregiver Advisory Board, Pleasanton, CA 94588, United States
| | - Anne Marie Mercurio
- Lens Study Patient and Caregiver Advisory Board, Pleasanton, CA 94588, United States
| | - Melisa L Wong
- Division of Geriatrics, University of California, San Francisco and San Francisco Veterans Affairs Health Care System, San Francisco, CA 94143, United States
- Division of Research, Kaiser Permanente Northern California, The Permanente Medical Group, Pleasanton, CA 94588, United States
- Division of Hematology-Oncology, Kaiser Permanente San Francisco Medical Center, The Permanente Medical Group, San Francisco, CA 94115, United States
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Padamatinti S, Fowler ME, Stephenson C, Dai C, Giri S, Outlaw D, Hollis R, Williams GR. Association of Limited Health Literacy With Frailty, Health-Related Quality of Life, and Health Care Utilization Among Older Adults With Cancer: The Cancer and Aging Resilience Evaluation Registry. JCO Oncol Pract 2024:OP2400184. [PMID: 39514824 DOI: 10.1200/op.24.00184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 05/28/2024] [Accepted: 10/10/2024] [Indexed: 11/16/2024] Open
Abstract
PURPOSE Limited health literacy-ability to obtain, process, and understand health information-can hinder communication, access to medical treatment, and identification and management of comorbidities. Older adults have high rates of poor health literacy, but its role in aging-related outcomes among older adults with cancer is understudied. METHODS We included 876 older adults age 60 years and older with cancer from the Cancer and Aging Resilience Evaluation Registry completing self-reported geriatric assessment, including health literacy, at first visit to medical oncology. The exposure was limited health literacy. Outcomes were frailty, physical/mental health-related quality of life (HRQOL), and health care utilization. We used modified Poisson regression to examine the association of exposure on outcomes adjusting for age, race-ethnicity, sex, and cancer type/stage. RESULTS Median age at enrollment was 68; 57.8% were male; 20.2% were non-Hispanic Black. The most prevalent cancers were advanced-stage (46.8% stage IV) colorectal (26.9%) and pancreatic (19.0%). Those with limited health literacy were older (70 v 68 years; P < .001), male (63.0% v 55.1%; P = .026), non-Hispanic Black (28.8% v 16.1%; P < .001), ≤high school educated (62.3% v 28.1%; P < .001), and retired/disabled (86.3% v 71.2%; P < .001). In multivariable analysis, limited health literacy was associated with higher prevalence of frailty (prevalence ratio [PR], 2.64 [95% CI, 2.15 to 3.26]), impaired physical (PR, 1.90 [95% CI, 1.59 to 2.27]) and mental (PR, 2.08 [95% CI, 1.76 to 2.47]) HRQOL, and hospitalization in the last year (PR, 1.28 [95% CI, 1.10 to 1.48]) versus adequate health literacy. CONCLUSION Older adults with cancer and limited health literacy had higher adjusted prevalence of frailty, impaired physical and mental HRQOL, and recent hospitalization. Interventions to address limited health literacy should be explored in this vulnerable and growing cancer population.
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Affiliation(s)
- Srihitha Padamatinti
- School of Health Professions, University of Alabama at Birmingham, Birmingham, AL
| | - Mackenzie E Fowler
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - Coryn Stephenson
- Department of Health Sciences, University of Missouri at Columbia, Columbia, MO
| | - Chen Dai
- Institute for Cancer Outcomes & Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Smith Giri
- Institute for Cancer Outcomes & Survivorship, University of Alabama at Birmingham, Birmingham, AL
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Darryl Outlaw
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Robert Hollis
- Institute for Cancer Outcomes & Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Grant R Williams
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
- DCH Health System, Tuscaloosa, AL
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Gahagan A, Maheshwari S, Rangarajan S, Ubersax C, Tucker A, Harmon C, Pasala MS, Bal S, Godby K, Ravi G, Costa LJ, Williams GR, Bhatia S, Giri S. Evaluating concordance between International Myeloma Working Group (IMWG) frailty score and simplified frailty scale among older adults with multiple myeloma. J Geriatr Oncol 2024; 15:102051. [PMID: 39241344 DOI: 10.1016/j.jgo.2024.102051] [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: 04/03/2024] [Revised: 06/25/2024] [Accepted: 08/21/2024] [Indexed: 09/09/2024]
Abstract
INTRODUCTION Several frailty assessment tools exist for classifying older adults with multiple myeloma (MM) by their frailty status, such as the International Myeloma Working Group (IMWG) frailty score and the simplified frailty scale. The level of agreement between the IMWG frailty score and the simplified frailty scale remains unknown. MATERIALS AND METHODS In a cross-sectional analysis of a prospective cohort study, we identified adults ≥50y initiating a new treatment regimen for MM who underwent a baseline geriatric assessment (GA). Using data from the GA and electronic health records, we measured IMWG frailty score and the simplified frailty scale, and classified patients by frailty status. We merged the fit and intermediate-fit categories of IMWG frailty score to create a binary category (frail, non-frail) for comparison with simplified frailty scale and measured their agreement using Cohen's Kappa statistic. We tested the diagnostic utility of simplified frailty scale as a screening tool using IMWG frailty score as the gold standard, using sensitivity, specificity, and decision curve analysis (DCA). RESULTS Three hundred older adults were included with a median age at diagnosis of 64y; 56 % were male and 63 % were non-Hispanic White. By IMWG frailty score, 41 % were fit, 38 % intermediate-fit, and 21 % frail, while simplified frailty scale indicated 22 % frail and 78 % non-frail patients. The agreement between IMWG frailty score and simplified frailty scale was moderate (κ = 0.43); 19 % of the patients were misclassified. Despite discordance, when testing simplified frailty scale as a screening tool, we found a sensitivity of 56 % and specificity of 87 % to diagnose frailty. Substituting patient-reported performance status (PS) instead of physician reported ECOG PS led to a sensitivity of 91 % and specificity of 61 %. DCA showed that using simplified frailty scale (with patient reported PS) as a screening tool led to a 43-44 % reduction in the number of unnecessary GAs across reasonable threshold probabilities. DISCUSSION IMWG frailty score and simplified frailty scale have limited agreement with each other. This creates a possibility of misclassification bias and poses difficulty in comparing existing literature on frail patients with MM. Despite discordance, simplified frailty scale may have a potential role as a screening tool, when using patient-reported PS.
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Affiliation(s)
- Andrew Gahagan
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Supriya Maheshwari
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sunil Rangarajan
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Clare Ubersax
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Abigail Tucker
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Monica Sai Pasala
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Susan Bal
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Kelly Godby
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Gayathri Ravi
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Luciano J Costa
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smith Giri
- Division of Hematology & Oncology, Department of Medicine, University of Alabama at Birmingham, AL, USA; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA.
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Magnuson A, Loh KP, Stauffer F, Dale W, Gilmore N, Kadambi S, Klepin HD, Kyi K, Lowenstein LM, Phillips T, Ramsdale E, Schiaffino MK, Simmons JF, Williams GR, Zittel J, Mohile S. Geriatric assessment for the practicing clinician: The why, what, and how. CA Cancer J Clin 2024; 74:496-518. [PMID: 39207229 PMCID: PMC11848937 DOI: 10.3322/caac.21864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 07/25/2024] [Accepted: 07/29/2024] [Indexed: 09/04/2024] Open
Abstract
Older adults with cancer heterogeneously experience health care, treatment, and symptoms. Geriatric assessment (GA) offers a comprehensive evaluation of an older individual's health status and can predict cancer-related outcomes in individuals with solid tumors and those with hematologic malignancies. In the last decade, randomized controlled trials have demonstrated the benefits of GA and GA management (GAM), which uses GA information to provide tailored intervention strategies to address GA impairments (e.g., implementing physical therapy for impaired physical function). Multiple phase 3 clinical trials in older adults with solid tumors and hematologic malignancies have demonstrated that GAM improves treatment completion, quality of life, communication, and advance care planning while reducing treatment-related toxicity, falls, and polypharmacy. Nonetheless, implementation and uptake of GAM remain challenging. Various strategies have been proposed, including the use of GA screening tools, to identify patients most likely to benefit from GAM, the systematic engagement of the oncology workforce in the delivery of GAM, and the integration of technologies like telemedicine and mobile health to enhance the availability of GA and GAM interventions. Health inequities in minoritized groups persist, and systematic GA implementation has the potential to capture social determinants of health that are relevant to equitable care. Caregivers play an important role in cancer care and experience burden themselves. GA can guide dyadic supportive care interventions, ultimately helping both patients and caregivers achieve optimal health.
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Affiliation(s)
- Allison Magnuson
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Kah Poh Loh
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Fiona Stauffer
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - William Dale
- Department of Supportive Care, City of Hope, Antelope Valley, Duarte, California, USA
| | - Nikesha Gilmore
- Division of Supportive Care in Cancer, Department of Surgery, University of Rochester Medical Center, Rochester, New York, USA
| | - Sindhuja Kadambi
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Heidi D. Klepin
- Section on Hematology and Oncology, Department of Medicine, Wake Forest School of Medicine, Wake Forest, North Carolina, USA
| | - Kaitlin Kyi
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Lisa M. Lowenstein
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Tanyanika Phillips
- Department of Medical Oncology and Therapeutics, City of Hope, Antelope Valley, Duarte, California, USA
| | - Erika Ramsdale
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Melody K. Schiaffino
- Department of Radiation Medicine and Applied Sciences, University of California San Diego School of Medicine, La Jolla, California, USA
| | - John F. Simmons
- Cancer and Aging Research Group SCOREboard, City of Hope, Duarte, California, USA
| | - Grant R. Williams
- Division of Hematology/Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jason Zittel
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
| | - Supriya Mohile
- Division of Hematology/Oncology, Department of Medicine, University of Rochester Medical Center, Rochester, New York, USA
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Maheshwari S, Dai C, Giri S, Harmon C, Tucker A, Fowler ME, Outlaw D, Williams GR. Intrinsic capacity and survival among older adults with gastrointestinal malignancies: The Cancer and Aging Resilience Evaluation registry. Cancer 2024; 130:3530-3539. [PMID: 38865419 DOI: 10.1002/cncr.35427] [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: 12/05/2023] [Revised: 05/03/2024] [Accepted: 05/06/2024] [Indexed: 06/14/2024]
Abstract
BACKGROUND Intrinsic capacity (IC) was introduced by the World Health Organization (WHO) as a marker of healthy aging, and is defined as the combination of an individual's physical, mental, and psychological capacities. This study aimed to assess IC via a patient-reported geriatric assessment (GA) and evaluate its association with survival among older adults with gastrointestinal (GI) malignancies. METHODS Data were used from a single-institution prospective registry of older adults undergoing GA before cancer therapy. Key domains of IC (vitality, locomotion, and sensory [hearing and visual], psychological, and cognitive capacities) were captured via GA, and each was given a score of 0 or 1 (0, impaired) to compute the total IC score (range, 0-6, where 6 indicates no impairment and ≤5 indicates impairment in ≥1 domains). A frailty index (FI) was measured via the deficit accumulation method. Cox regression models and Kaplan-Meier curves were used to examine the impact of IC impairment on survival. RESULTS The study included 665 patients; the median age was 68 years, 57.4% were men, and 72.9% were White. The median IC score was 4, and 79.3% of participants showed impairment in ≥1 domains of IC. Most commonly impaired domains were locomotion (48.7%) and vitality (43.9%). IC was inversely associated with FI (Spearman coefficient, -0.75; p < .001). IC impairment was associated with inferior overall survival (score, 4-5: adjusted hazard ratio [aHR], 1.7; 95% CI, 1.11-2.48; score, 2-3: aHR, 1.9; 95% CI, 1.30-2.85; score, 0-1: aHR, 1.9; 95% CI, 1.11-2.48). CONCLUSIONS IC impairment is associated with frailty and reduced overall survival in older patients with GI malignancies. GA can be used to screen for IC impairment as recommended by the WHO. PLAIN LANGUAGE SUMMARY The World Health Organization introduced intrinsic capacity as a marker of healthy aging. Intrinsic capacity is the combination of an individual's physical, mental, and psychological capacities. It contains six key domains: vitality, locomotion, and sensory (hearing and visual), psychological, and cognitive capacities. Older adults with cancer are susceptible to a decrease in intrinsic capacity as a result of cancer and the aging process. In this study, we aimed to assess the intrinsic capacity for patients with gastrointestinal cancer and also identify whether there exists any association of intrinsic capacity with overall survival. We identified that approximately 80% of this population had one or more impaired domains, and more intrinsic capacity impairment was associated with reduced overall survival.
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Affiliation(s)
- Supriya Maheshwari
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Chen Dai
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Smith Giri
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Abigail Tucker
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Mackenzie E Fowler
- Department of Epidemiology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Darryl Outlaw
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, Alabama, USA
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
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7
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Fowler ME, Harmon C, Tucker A, Sharafeldin N, Oates G, Baker E, Nassel A, Giri S, Williams GR. The association between social vulnerability and geriatric assessment impairments among older adults with gastrointestinal cancers-The CARE Registry. Cancer 2024; 130:3188-3197. [PMID: 38824657 PMCID: PMC12021024 DOI: 10.1002/cncr.35390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2024] [Revised: 04/19/2024] [Accepted: 04/23/2024] [Indexed: 06/04/2024]
Abstract
BACKGROUND Older adults comprise the majority of patients with gastrointestinal (GI) cancer. Geriatric assessments (GAs) are recommended for older adults with cancer in part to detect aging-related impairments (e.g., frailty) associated with early mortality. Social factors like social vulnerability may also influence aging-related impairments. However, the association between social vulnerability and aging outcomes among older adults with cancer is understudied. METHODS The authors included 908 older adults aged 60 years and older who were recently diagnosed with GI cancer undergoing GA at their first prechemotherapy visit to the University of Alabama at Birmingham oncology clinic. The primary exposure of interest was the social vulnerability index (SVI). Outcomes were frailty (frail vs. robust/prefrail) and total number of GA impairments (range, 0-13). The authors examined the association between SVI and outcomes using Poisson regression with robust variance estimation and generalized estimating equations. RESULTS The median age at GA was 69 years (interquartile range, 64-75 years), 58.2% of patients were male, 22.6% were non-Hispanic Black, 29.1% had colorectal cancer, 28.2% had pancreatic cancer, and 70.3% had stage III/IV disease. Adjusting for age, sex, cancer type, and disease stage, each decile increase in the SVI was associated with an 8% higher prevalence of frailty (prevalence ratio, 1.08; 95% confidence interval, 1.05-1.11) and a 4% higher average count of total GA impairments (risk ratio, 1.04; 95% confidence interval, 1.02-1.06). The results were attenuated after further adjustment for race and education. CONCLUSIONS Greater social vulnerability was associated with a higher prevalence of frailty and an increasing average number of GA impairments among older adults with GI cancers before systemic treatment. Intervening on social vulnerability may be a target for improving the risk of frailty and GA impairments, but associations of race and education should be further evaluated.
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Affiliation(s)
- Mackenzie E. Fowler
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Abigail Tucker
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Noha Sharafeldin
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gabriela Oates
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Elizabeth Baker
- Department of Sociology, College of Arts and Sciences, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ariann Nassel
- Lister Hill Center for Health Policy, School of Public Health, Birmingham, AL, USA
| | - Smith Giri
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R. Williams
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
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8
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Ozluk AA, Williams GR, Dai C, Goldberg J, Malla M, Pywell C, Siwakoti K, Outlaw DA, Gupta G, El-Rayes B, Giri S, Akce M. Association between frailty and overall survival among older adults with hepatocellular carcinoma. J Geriatr Oncol 2024; 15:102045. [PMID: 39129113 DOI: 10.1016/j.jgo.2024.102045] [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: 01/14/2024] [Revised: 07/10/2024] [Accepted: 08/05/2024] [Indexed: 08/13/2024]
Abstract
INTRODUCTION Older adults undergoing cancer treatment often experience more treatment-related toxicities and increased risk of mortality compared to younger patients. The role of frailty among older individuals as a predictor of outcomes has gained growing significance. We evaluated the association between frailty and overall survival (OS) in patients with hepatocellular carcinoma (HCC) ≥60 years. MATERIALS AND METHODS Older adults ≥60 years with HCC enrolled in a prospective single-institution registry underwent a patient-reported geriatric assessment (GA) covering multiple health domains related to prior to their initial medical oncology appointment. Frailty was measured using a 44-item deficit accumulation frailty index. We categorized patients as robust, pre-frail, and frail using standard cutpoints. The primary outcome was overall survival (OS). Univariable and multivariable models were built to evaluate the association between frailty and OS after adjusting for potential confounders. RESULTS Total of 116 older adults with HCC with a median age of 67 years were enrolled; 82% male, 27% Black, and 78% with stage III/IV disease. Overall, 19 (16.3%) were robust, 39 (33.6%) pre-frail, and 58 (50.1%) frail. There were 76 patients receiving liver directed therapy. Of these, 13 (17%) were robust, 26 (34%) were pre-frail, and 37 (49%) were frail. Over a median follow up of 0.9 years, 53 patients died. After adjusting for age, stage, etiology, and Child-Pugh class, being frail (vs. robust) was associated with worse OS (hazard ratio (HR) 2.6 [95% CI 1.03-6.56]; p = 0.04). DISCUSSION Half of the participants in this study were frail, which was independently associated with worse survival in adults ≥60 years of age with HCC. Identification of pre-treatment frailty may allow opportunities to guide treatment decisions and prognostication.
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Affiliation(s)
- Ahmet Anil Ozluk
- Division of Tulay Aktas Medical Oncology, Department of Medicine, Ege University, Bornova, Izmir, Turkey
| | - Grant Richard Williams
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Chen Dai
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jonathan Goldberg
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Midhun Malla
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Cameron Pywell
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Krishmita Siwakoti
- Division of Endocrinology, Diabetes and Metabolism, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Darryl Alan Outlaw
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Garima Gupta
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Bassel El-Rayes
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smith Giri
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mehmet Akce
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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9
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Warnock C, Ulman J, Skilbeck J, Tod A. Patient and staff perspectives on the concept of frailty and its role in assessment and decision making in treatment for older people with lung cancer. Eur J Oncol Nurs 2024; 71:102611. [PMID: 38897102 DOI: 10.1016/j.ejon.2024.102611] [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: 11/13/2023] [Revised: 05/06/2024] [Accepted: 05/14/2024] [Indexed: 06/21/2024]
Abstract
PURPOSE Frailty influences outcomes in patients with cancer and should be considered when making decisions about treatment but concerns have been raised about possible negative consequences of doing this. Many patients with lung cancer have attributes of frailty and this study explores patient and staff perspectives on its role in decision making in older people with lung cancer. METHODS The study adopted a two-phase qualitative approach using semi-structured telephone interviews and an in-person focus group. Data was analysed using framework techniques. RESULTS Three key themes were identified: describing frailty, assessing frailty and perceptions of frailty. Each presented opportunities and challenges for using frailty in the context of treatment decision making. Frailty was described in relation to diverse attributes which made it difficult to define and assess. It was also associated with negative connotations, particularly by patients. CONCLUSION Frailty has the potential to inform decision making that balances the wish to provide optimum treatment against risks to patients who may not be able to tolerate it. The challenge for healthcare staff is to incorporate frailty assessment into clinical practice in a way that is acceptable to patients and avoids potential unintended harms.
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Affiliation(s)
- Clare Warnock
- Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Trust, United Kingdom.
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10
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Thai ST, Lund JL, Poole C, Buse JB, Stürmer T, Harmon CA, Al-Obaidi M, Williams GR. Skeletal muscle density performance for screening frailty in older adults with cancer and the impact of diabetes: The CARE Registry. J Geriatr Oncol 2024; 15:101815. [PMID: 38896951 PMCID: PMC11346769 DOI: 10.1016/j.jgo.2024.101815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 05/30/2024] [Accepted: 06/11/2024] [Indexed: 06/21/2024]
Abstract
INTRODUCTION Skeletal muscle density (SMD) measurements from imaging scans identify myosteatosis and could screen patients for geriatric assessment. We assessed SMD performance as a screening tool to identify older adults with cancer likely to be frail and who could benefit from in-depth assessment; we compared performance by sex and diabetes status. MATERIALS AND METHODS We analyzed patients in the Cancer & Aging Resilience Evaluation (CARE) Registry. Frailty and diabetes were captured using a patient-reported geriatric assessment (CARE tool). Frailty was defined using CARE frailty index (CARE-FI) based on principles of deficit accumulation. SMD was calculated from computed tomography scans (L3 vertebrae). Analyses were conducted by sex and diabetes status. Scatterplots and linear regression described crude associations between SMD and frailty score. Classification performance (frail vs. non-frail) was analyzed with (1) area under the receiver operating characteristic curves (AUC) and confidence intervals (CIs); and (2) sensitivity/specificity for sex-specific SMD quartile cut-offs (Q1, median, Q3). Performance was compared between patients with and without diabetes using differences and estimated CIs (2000 bootstrap replicates). We additionally calculated positive and negative likelihood ratios (LR+, LR-). RESULTS The analytic cohort included 872 patients (39% female, median age 68 years, 27% with diabetes) with predominately stage III/IV gastrointestinal cancer; >60% planning to initiate first-line chemotherapy. SMD was negatively associated with frailty score; models were best fit in male patients with diabetes. AUC estimates for female (range: 0.58-0.62) and male (0.58-0.68) patients were low. Q3 cut-offs had high sensitivity (range: 0.76-0.89), but poor specificity (0.25-0.34). Diabetes did not impact estimates for female patients. Male patients with diabetes had greater sensitivity estimates compared to those without (sensitivity differences: 0.23 [0.07, 0.38], 0.08 [-0.07, 0.24], and 0.11 [0.00, 0.22] for Q1, median, Q3, respectively). LR estimates were most notable for male patients with diabetes (LR+ = 2.92, Q1 cut-off; LR- = 0.46, Q3 cut-off). DISCUSSION Using SMD alone to screen older patients for geriatric assessment requires improvement. High-sensitivity cut-off points could miss 11-24% of patients with frailty, and many non-frail patients may be flagged. Screening with SMD is practical but work is needed to understand clinical andresource impacts of different cut-off points. Future research should evaluate performance with additional clinical data and in subgroups.
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Affiliation(s)
- Sydney T Thai
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA.
| | - Jennifer L Lund
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Charles Poole
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - John B Buse
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Til Stürmer
- Department of Epidemiology, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Christian A Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mustafa Al-Obaidi
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Hematology/Oncology, University of Alabama at Birmingham, Birmingham, AL, USA
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11
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Siwakoti K, Harmon C, Al-Obaidi M, Basu A, Williams GR. Association of frailty with health-related quality of life and survival among older adults with prostate cancer. J Geriatr Oncol 2024; 15:101812. [PMID: 38902148 DOI: 10.1016/j.jgo.2024.101812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 05/23/2024] [Accepted: 05/29/2024] [Indexed: 06/22/2024]
Affiliation(s)
- Krishmita Siwakoti
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Mustafa Al-Obaidi
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Arnab Basu
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
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12
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Xu W, Yang H, Li W, Wang Y, Zhang X, Chen Y. The Impact of Frailty on Chemotherapy Outcomes in Patients With Digestive System Tumors: A Systematic Review and Meta-analysis. Cancer Nurs 2024:00002820-990000000-00261. [PMID: 38865649 DOI: 10.1097/ncc.0000000000001373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2024]
Abstract
BACKGROUND The prevalence of patients with digestive system tumors has been high. In recent years, frailty has been considered to be associated with poor prognosis of digestive system tumors, but there are conflicting research results. A better understanding of the relationship between frailty and outcomes after chemotherapy can help advance the development of oncology care. OBJECTIVE The aim of this study was to evaluate the effects of prechemotherapy frailty on chemotherapy toxicity, overall mortality, unplanned hospitalization, and overall survival in patients with digestive system tumors. METHODS Up to April 2023, observational studies assessing the impact of frailty on chemotherapy outcomes in patients with digestive system tumors were collected through searching 10 online research databases. Two evaluators independently extracted literature based on the inclusion and exclusion criteria and evaluated the quality of the studies using the Newcastle-Ottawa Scale. RESULTS Eventually, 11 cohort studies encompassing 2380 patients were included. The meta-analysis revealed that the frail group exhibited an increased risk of overall mortality, with poorer overall survival than the nonfrail group. CONCLUSION Frailty increases the risk of chemotherapy-induced toxic effects, unplanned hospitalization, and death in patients. However, because of this study's limited number of participants, large-sample, multicenter studies to verify these findings are required. IMPLICATIONS FOR PRACTICE This study provides theoretical support for incorporating frailty assessment into the nursing evaluation of patients with digestive system tumors before chemotherapy. This integration aids in predicting patients at a high risk of chemotherapy toxicity, mortality, and unplanned hospitalization, therefore providing corresponding interventions in advance to reduce adverse outcomes.
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Affiliation(s)
- Weiyan Xu
- Author Affiliations: School of Nursing and Rehabilitation, Cheeloo College of Medicine, Shandong University (Miss Xu, Wang and Zhang); and Qilu Hospital of Shandong University (Mrs Yang, Mrs Li, and Mrs Chen), Jinan, China
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13
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Maheshwari S, Arias M, Ubersax C, Tucker A, Bal S, Ravi G, Godby K, Costa LJ, Williams GR, Shrestha S, Bhatia S, Giri S. Understanding health outcome preferences of older adults diagnosed with multiple myeloma. J Geriatr Oncol 2024; 15:101781. [PMID: 38714092 DOI: 10.1016/j.jgo.2024.101781] [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: 01/18/2024] [Revised: 04/02/2024] [Accepted: 04/24/2024] [Indexed: 05/09/2024]
Abstract
INTRODUCTION Health outcome preferences of older adults with cancer vary based on burden/intensity of treatment and its impact on health outcomes such as survival, quality of life, and functional and cognitive well-being. We studied the association between age and health outcome preferences of adults with multiple myeloma (MM). MATERIALS AND METHODS Using a single center prospective cohort study, we identified adults ≥50y with MM who underwent geriatric assessment (GA) within 30 days of initiating a new line of therapy. We assessed health outcome preferences using a nine-item health outcome preference scale where patients were asked to prioritize varying treatment outcomes in a Likert scale. We compared the response patterns for each item by age group (50-69y vs ≥70y) using Mantel-Haenszel chi-squared test. For items significant in bi-variable analysis, we built proportional odds models to study the association between age and health outcome preferences adjusting for sex, race, frailty, and high risk cytogenetics. RESULTS We included 119 patients with a median age of 65y. Of these, 58% were male, 56% were non-Hispanic White, and 28% were frail. Older adults (≥70y) versus younger adults (50-69y) were more likely to prioritize health outcomes such as quality of life (53% vs. 34%), functional independence (74% vs. 33%), maintaining cognitive ability (79% vs. 54%), and living free from pain (50% vs 18%) over longer survival (all p values <0.05). In multivariable models, each one interquartile range (IQR) increase in age was associated with increased odds of prioritization of functional independence [adjusted odds ratio (aOR) 2.55, 95% confidence interval (CI) (1.44-4.53)], maintaining cognitive ability [aOR 1.75, 95% CI (1.01-3.02)], and willingness to take milder/ fewer treatments [aOR 2.40, 95% CI (1.36-4.26)] over longer survival. Similarly, each IQR increase in age was associated with decreased odds of prioritization of survival over quality of life [aOR 0.45, 95% CI (0.26-0.78)] and survival over being free from pain [aOR 0.39, 95% CI (0.22-0.69)]. DISCUSSION Three out of four older adults (age ≥ 70y) with MM rated other outcomes, particularly functional and cognitive well-being, above survival. Determining the most significant treatment outcomes for older adults with MM can aid in establishing treatment goals and enhance shared decision-making.
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Affiliation(s)
- Supriya Maheshwari
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Miguel Arias
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Clare Ubersax
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Abigail Tucker
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Susan Bal
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gayathri Ravi
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Kelly Godby
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Luciano J Costa
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Sadeep Shrestha
- Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smita Bhatia
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Pediatric Hematology and Oncology, Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smith Giri
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA.
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14
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Pergolotti M, Wood KC, Hidde M, Kendig TD, Ronnen EA, Giri S, Williams GR. Geriatric assessment-identified impairments and frailty in adults with cancer younger than 65: An opportunity to optimize oncology care. J Geriatr Oncol 2024; 15:101751. [PMID: 38569461 DOI: 10.1016/j.jgo.2024.101751] [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: 06/27/2023] [Revised: 03/11/2024] [Accepted: 03/18/2024] [Indexed: 04/05/2024]
Abstract
INTRODUCTION Frailty, a state of increased vulnerability to stressors due to aging or treatment-related accelerated aging, is associated with declines in physical, cognitive and/or social functioning, and quality of life for cancer survivors. For survivors aged <65 years, little is known about frailty status and associated impairments to inform intervention. We aimed to evaluate the prevalence of frailty and contributing geriatric assessment (GA)-identified impairments in adults aged <65 versus ≥65 years with cancer. MATERIALS AND METHODS This study is a secondary analysis of clinical trial data (NCT04852575). Participants were starting a new line of systemic therapy at a community-based oncology private practice. Before starting treatment, participants completed an online patient-reported GA and the Physical Activity (PA) Vital Sign questionnaire. Frailty score and category were derived from GA using a validated deficit accumulation model: frail (>0.35), pre-frail (0.2-0.35), or robust (0-0.2). PA mins/week were calculated, and participants were coded as either meeting/not-meeting guidelines (≥90 min/week). We used Spearman (ρ) correlation to examine the association between age and frailty score and chi-squared/Fisher's-exact or ANOVA/Kruskal-Wallis statistic to compare frailty and PA outcomes between age groups. RESULTS Participants (n = 96) were predominantly female (62%), Caucasian (68%), beginning first-line systemic therapy (69%), and 1.75 months post-diagnosis (median). Most had stage III to IV disease (66%). Common cancer types included breast (34%), gastrointestinal (23%), and hematologic (15%). Among participants <65, 46.8% were frail or pre-frail compared to 38.7% of those ≥65. There was no association between age and frailty score (ρ = 0.01, p = 0.91). Between age groups, there was no significant difference in frailty score (p = 0.95), the prevalence of frailty (p = 0.68), number of GA impairments (p = 0.33), or the proportion meeting PA guidelines (p = 0.72). However, older adults had more comorbid conditions (p = 0.03) and younger adults had non-significant but clinically relevant differences in functional ability, falls, and PA level. DISCUSSION In our cohort, the prevalence of frailty was similar among adults with cancer <65 when compared to those older than 65, however, types of GA impairments differed. These results suggest GA and the associated frailty index could be useful to identify needs for intervention and inform clinical decisions during cancer treatment regardless of age. Additional research is needed to confirm our findings.
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Affiliation(s)
- Mackenzi Pergolotti
- ReVital Cancer Rehabilitation, Select Medical, Mechanicsburg, PA, United States of America; University of North Carolina at Chapel Hill, NC, United States of America
| | - Kelley C Wood
- ReVital Cancer Rehabilitation, Select Medical, Mechanicsburg, PA, United States of America.
| | - Mary Hidde
- ReVital Cancer Rehabilitation, Select Medical, Mechanicsburg, PA, United States of America; Division of Hematology and Oncology, Medical College of Wisconsin, Milwaukee, WI, United States of America
| | - Tiffany D Kendig
- ReVital Cancer Rehabilitation, Select Medical, Mechanicsburg, PA, United States of America
| | - Ellen A Ronnen
- Astera Cancer Care, East Brunswick, NJ, United States of America
| | - Smith Giri
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, United States of America
| | - Grant R Williams
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, United States of America
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15
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Fowler ME, Harmon C, Sharafeldin N, Baker E, Oates G, Nassel A, Clausing D, Giri S, Williams GR. The association between food access and frailty among older adults with gastrointestinal malignancies-The CARE Registry. Cancer 2024; 130:1083-1091. [PMID: 38059840 PMCID: PMC10939932 DOI: 10.1002/cncr.35144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 10/04/2023] [Accepted: 10/31/2023] [Indexed: 12/08/2023]
Abstract
BACKGROUND Food access is associated with higher gastrointestinal (GI) cancer mortality; however, its association with frailty, which is a predictor of premature mortality among older adults with cancer, is less understood. METHODS The authors included 880 adults aged 60 years and older who were recently diagnosed with GI cancers and were undergoing self-reported geriatric assessment at their first prechemotherapy visit to the University of Alabama at Birmingham oncology clinic. Food access was measured using the 2019 US Department of Agriculture Economic Research Service designation low-income, low-access (LILA), classifying census tracts based on income and/or access to food stores at various distances. The primary outcome was frailty on the CARE (Cancer and Aging Resilience Evaluation) Frailty Index, a composite of the proportion of impaired geriatric assessment measures. The authors examined the LILA-frailty association with modified Poisson regression accounting for census-tract clustering. RESULTS The median patient age was 69 years, 58.1% were men, 22.5% were non-Hispanic Black, 29.2% had colorectal cancer, 28.0% had pancreatic cancer, 70.1% presented with stage III/IV disease, and 34.9% were frail. A higher proportion in LILA areas were non-Hispanic Black (44.1% vs. 10.8%; p < .001) and had less education (high school or less: 48.1% vs. 37.9%; p = .020). Adjusting for age, race and ethnicity, sex, cancer type and stage, and education, an LILA designation was associated with 58% greater odds of worsening frailty status (95% confidence interval, 1.18-2.12). An analysis of LILA subcategories revealed that associations were maintained across all LILA measures. CONCLUSIONS Poor food access was associated with a greater risk of frailty among newly diagnosed older adults with GI cancers before they received systemic treatment. Intervening on local food access, particularly in LILA areas, may be a target for improving rates of frailty and promoting health equity in this population.
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Affiliation(s)
- Mackenzie E. Fowler
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Noha Sharafeldin
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Elizabeth Baker
- Department of Sociology, College of Arts and Sciences, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Gabriela Oates
- Department of Pediatrics, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Ariann Nassel
- Lister Hill Center for Health Policy, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Daniel Clausing
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Smith Giri
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Grant R. Williams
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA
- DCH Health System, Tuscaloosa, AL, USA
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Murugappan MN, King-Kallimanis BL, Bhatnagar V, Kanapuru B, Farley JF, Seifert RD, Stenehjem DD, Chen TY, Horodniceanu EG, Kluetz PG. Patient-reported frailty phenotype (PRFP) vs. International Myeloma Working Group frailty index (IMWG FI) proxy: A comparison between two approaches to measuring frailty. J Geriatr Oncol 2024; 15:101681. [PMID: 38104480 DOI: 10.1016/j.jgo.2023.101681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 11/02/2023] [Accepted: 11/30/2023] [Indexed: 12/19/2023]
Abstract
INTRODUCTION Frailty assessments may help to identify patients at highest risk for treatment-related toxicity, early treatment discontinuation due to toxicity, and death in Multiple Myeloma. We aimed to compare the patient-reported frailty phenotype (PRFP) and a modified version of the International Myeloma Working Group frailty index (IMWG FI) in terms of their strengths, limitations, and classification of frailty in a cohort of patients with relapsed/refractory multiple myeloma (RRMM). MATERIALS AND METHODS Data were pooled from six RRMM Phase 3 randomized clinical trials submitted to the Food and Drug Administration for regulatory review between 2010 and 2021. Patients were classified as fit, intermediate fit/pre-frail, or frail using both PRFP and the IMWG FI proxy. Agreement between the two approaches in classification of patient frailty was assessed using weighted Cohen's kappa. A contingency table and Venn diagram were generated to analyze overlap in categorization of patient frailty across the different severity groups. Descriptive statistics were used to summarize and compare the clinical and demographic characteristics of patients categorized as frail by PRFP vs. IMWG FI proxy. RESULTS Of the 2,750 patients included in this analysis, IMWG FI proxy classified 16.4% (452) patients as frail, 28.1% (772) as intermediate fit/pre-frail, and 55.5% (1,526) as fit. Meanwhile, PRFP classified 21.7% (597) of patients as frail, 24.5% (675) as intermediate fit/pre-frail, and 53.8% (1478) as fit. Fair agreement was observed between PRFP and IMWG FI proxy (weighted Cohen's Kappa = 0.34 [0.31-0.37]). On average, patients who were categorized as frail by IMWG FI proxy were older and had higher Charlson Comorbidity Index scores than patients classified as frail by PRFP. In contrast, patients who were classified as frail by PRFP had worse EORTC QLQ-C30 Physical Functioning subscale summary scores as compared to patients in the IMWG FI proxy frail group (median score of 40 vs. 47 out of 100). DISCUSSION Our analysis found fair concordance between IMWG FI proxy and PRFP. This demonstrates that while both frailty models measure the same underlying construct, the variables that constitute each approach may result in differing frailty categorizations for the same patient. Further prospective studies are needed to establish and compare the predictive and prognostic abilities of the different frailty indices in MM.
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Affiliation(s)
- Meena N Murugappan
- ORISE Fellow, Office of Oncologic Diseases, Center for Drug Evaluation and Research (CDER), U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA; Department of Pharmaceutical Care and Health Systems, University of Minnesota - College of Pharmacy, Minneapolis, MN, USA.
| | | | - Vishal Bhatnagar
- Oncology Center for Excellence U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA
| | - Bindu Kanapuru
- Center for Drug Evaluation and Research (CDER), U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA
| | - Joel F Farley
- Department of Pharmaceutical Care and Health Systems, University of Minnesota - College of Pharmacy, Minneapolis, MN, USA
| | - Randall D Seifert
- Department of Pharmaceutical Care and Health Systems, University of Minnesota - College of Pharmacy, Minneapolis, MN, USA
| | - David D Stenehjem
- Department of Pharmacy Practice and Pharmaceutical Sciences, University of Minnesota - College of Pharmacy, Minneapolis, MN, USA
| | - Ting-Yu Chen
- ORISE Fellow, Office of Oncologic Diseases, Center for Drug Evaluation and Research (CDER), U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA
| | - Erica G Horodniceanu
- Oncology Center for Excellence U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA
| | - Paul G Kluetz
- Oncology Center for Excellence U.S. Food and Drug Administration (U.S. FDA), Silver Spring, MD, USA
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Hess DL, Fowler ME, Harmon C, Giri S, Williams GR. Anxiety is Associated With Geriatric Assessment Impairments and Reduced Quality of Life Among Older Adults With Colorectal Cancer: Results From the CARE Registry. Clin Colorectal Cancer 2023; 22:383-389. [PMID: 37743126 PMCID: PMC10956033 DOI: 10.1016/j.clcc.2023.08.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 07/13/2023] [Accepted: 08/02/2023] [Indexed: 09/26/2023]
Abstract
BACKGROUND Colorectal cancer (CRC) preferentially affects older adults. Modifiable factors, such as anxiety, can be measured as part of cancer-specific geriatric assessments (GA) completed prior to the start of treatment. We hypothesized that anxiety is prevalent among older adults with CRC and is associated with increased depression, increased frailty, and impaired health-related quality of life (HRQOL). PATIENTS AND METHODS Patients ≥60 years old with newly diagnosed CRC completed a cancer-specific GA called the Cancer and Aging Resilience Evaluation (CARE). Between September 2017 and February 2023, we analyzed patients with CRC who had not yet received any systemic treatment. Anxiety was assessed using the Patient-Reported Outcomes Measurement Information System (PROMIS) Anxiety 4-item short form and reported as t-scores. We used modified Poisson models with robust variance estimation to assess for differences in the prevalence of depression, frailty, and impaired HRQOL. RESULTS We analyzed 277 older adults with CRC. The median age of the study sample was 68 years. 57% were male, 72% were non-Hispanic White, and most had advanced CRC (35% stage III and 39% stage IV). Moderate/severe anxiety was present in 17% of older adults with newly diagnosed CRC. In adjusted models, as compared to patients without moderate/severe anxiety, patients with moderate/severe anxiety had significantly increased risk of depression (prevalence ratio [PR] 7.60, CI 4.90-11.78), frailty (PR 4.93, CI 3.01-8.07), impaired physical HRQOL (PR 3.57, CI 2.03-6.28), and impaired mental HRQOL (PR 3.82, CI 2.12-6.89). CONCLUSION Among older adults with CRC, anxiety is associated with increased depression and frailty as well as reduced HRQOL.
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Affiliation(s)
- Daniel L Hess
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Mackenzie E Fowler
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Christian Harmon
- Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL
| | - Smith Giri
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Grant R Williams
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL; Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL.
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Ozluk AA, Outlaw D, Akce M, Fowler ME, Hess DL, Giri S, Williams GR. Management of Older Adults With Colorectal Cancer: The Role of Geriatric Assessment. Clin Colorectal Cancer 2023; 22:390-401. [PMID: 37949790 PMCID: PMC11065137 DOI: 10.1016/j.clcc.2023.10.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 08/17/2023] [Accepted: 10/05/2023] [Indexed: 11/12/2023]
Abstract
Older adults share a growing burden of cancer morbidity and mortality. This is present across the spectrum of oncologic diagnoses and is particularly true with colorectal cancer (CRC), where older adults continue to share the burden of diagnoses. However, optimal cancer treatment decision making in older adults remains a significant challenge, as the majority of previous clinical trials shaping the current treatment landscape have focused on younger patients, often with more robust performance status and fewer medical comorbid conditions. The heterogeneous aging process of older adults with CRC necessitates a personalized treatment approach, as approximately three-quarters of older adults with CRC also have a concominant geriatric syndrome and more than half of older adults with CRC are pre-frail or frail. Treatment decisions shoud be multifaceted, including consultation with the patient and their familes regarding their wishes, with consideration of the patient's quality of life, functional status, medical comorbid conditions, social support, and treatment toxicity risk. Geriatric assessment is a systematic and validated approach to assess an older adults's potential strengths and vulnerabilities, which can in turn be used to assist with comprehensive cancer care planning and support. In this review, we will summarize current treatment approaches for older adults with CRC, with a particular focus on the incorporation of the geriatric assessment.
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Affiliation(s)
- Ahmet Anil Ozluk
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Darryl Outlaw
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Mehmet Akce
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Mackenzie E Fowler
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - Daniel L Hess
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL
| | - Smith Giri
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Department of Epidemiology, School of Public Health, University of Alabama at Birmingham, Birmingham, AL
| | - Grant R Williams
- Division of Hematology and Oncology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL; Institute for Cancer Outcomes and Survivorship, University of Alabama at Birmingham, Birmingham, AL.
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Williams GR, Hopkins JO, Klepin HD, Lowenstein LM, Mackenzie A, Mohile SG, Somerfield MR, Dale W. Practical Assessment and Management of Vulnerabilities in Older Patients Receiving Systemic Cancer Therapy: ASCO Guideline Questions and Answers. JCO Oncol Pract 2023; 19:718-723. [PMID: 37459585 DOI: 10.1200/op.23.00263] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 05/15/2023] [Indexed: 09/14/2023] Open
Affiliation(s)
| | | | - Heidi D Klepin
- Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC
| | | | - Amy Mackenzie
- Sidney Kimmel Cancer Center, Thomas Jefferson University, Philadelphia, PA
| | | | | | - William Dale
- City of Hope National Medical Center, Duarte, CA
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20
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Williams GR, Fowler M, Giri S, Dai C, Harmon C, Al‐Obaidi M, Stephenson C, Bona K, Landier W, Bhatia S, Wolfson J. Association of unmet basic resource needs with frailty and quality of life among older adults with cancer-Results from the CARE registry. Cancer Med 2023; 12:13846-13855. [PMID: 37245226 PMCID: PMC10315805 DOI: 10.1002/cam4.6038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2023] [Revised: 04/11/2023] [Accepted: 04/23/2023] [Indexed: 05/30/2023] Open
Abstract
BACKGROUND Basic resource needs related to transportation, housing, food, and medications are important social determinants of health and modifiable indicators of poverty, but their role in modifying the risk of frailty and health-related quality of life (HRQoL) remains unknown. The goal of our study was to examine the prevalence of unmet basic needs and their association with frailty and HRQoL in a cohort of older adults with cancer. METHODS The CARE registry prospectively enrolls older adults (≥60 years) with cancer. Assessments of transportation, housing, and material hardship were added to the CARE tool in 8/2020. The 44-item CARE Frailty Index was used to define frailty, and subdomains of physical and mental HRQoL were assessed using the PROMIS® 10-global. Multivariable analysis examined the association between unmet needs with frailty and HRQoL subdomains, adjusting for covariates. RESULTS The cohort included 494 participants. Median age of 69 years, 63.6% were male and 20.2% were Non-Hispanic (NH) Black. Unmet basic needs were reported in 17.8% (transportation 11.5%, housing 2.8%, and material hardship 7.5%). Those with unmet needs were more often NH Black (33.0% vs. 17.8%, p = 0.006) and less educated ( CONCLUSIONS Unmet basic needs represent a novel exposure that is independently associated with frailty and low HRQoL and warrants the development of targeted interventions.
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Affiliation(s)
- Grant R. Williams
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
- O'Neal Comprehensive Cancer CenterUniversity of AlabamaBirminghamAlabamaUSA
| | - Mackenzie Fowler
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
| | - Smith Giri
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
- O'Neal Comprehensive Cancer CenterUniversity of AlabamaBirminghamAlabamaUSA
| | - Chen Dai
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
| | - Christian Harmon
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
| | - Mustafa Al‐Obaidi
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
| | | | - Kira Bona
- Division of Population SciencesDana‐Farber Cancer InstituteBostonMassachusettsUSA
| | - Wendy Landier
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
- O'Neal Comprehensive Cancer CenterUniversity of AlabamaBirminghamAlabamaUSA
| | - Smita Bhatia
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
- O'Neal Comprehensive Cancer CenterUniversity of AlabamaBirminghamAlabamaUSA
| | - Julie Wolfson
- Institute for Cancer Outcomes & SurvivorshipUniversity of AlabamaBirminghamAlabamaUSA
- O'Neal Comprehensive Cancer CenterUniversity of AlabamaBirminghamAlabamaUSA
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