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Liu MA, DuMontier C, Murillo A, Hshieh TT, Bean JF, Soiffer RJ, Stone RM, Abel GA, Driver JA. Gait speed, grip strength, and clinical outcomes in older patients with hematologic malignancies. Blood 2019; 134:374-382. [PMID: 31167800 PMCID: PMC6659254 DOI: 10.1182/blood.2019000758] [Citation(s) in RCA: 133] [Impact Index Per Article: 22.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2019] [Accepted: 04/18/2019] [Indexed: 12/27/2022] Open
Abstract
This study aimed to evaluate whether gait speed and grip strength predicted clinical outcomes among older adults with blood cancers. We prospectively recruited 448 patients aged 75 years and older presenting for initial consultation at the myelodysplastic syndrome/leukemia, myeloma, or lymphoma clinic of a large tertiary hospital, who agreed to assessment of gait and grip. A subset of 314 patients followed for ≥6 months at local institutions was evaluated for unplanned hospital or emergency department (ED) use. We used Cox proportional hazard models calculated hazard ratios (HRs) and 95% confidence intervals (CIs) for survival, and logistic regression to calculate odds ratios (ORs) for hospital or ED use. Mean age was 79.7 (± 4.0 standard deviation) years. After adjustment for age, sex, Charlson comorbidity index, cognition, treatment intensity, and cancer aggressiveness/type, every 0.1-m/s decrease in gait speed was associated with higher mortality (HR, 1.20; 95% CI, 1.12-1.29), odds of unplanned hospitalizations (OR, 1.33; 95% CI, 1.16-1.51), and ED visits (OR, 1.34; 95% CI, 1.17-1.53). Associations held among patients with good Eastern Cooperative Oncology Group performance status (0 or 1). Every 5-kg decrease in grip strength was associated with worse survival (adjusted HR, 1.24; 95% CI, 1.07-1.43) but not hospital or ED use. A model with gait speed and all covariates had comparable predictive power to comprehensive validated frailty indexes (phenotype and cumulative deficit) and all covariates. In summary, gait speed is an easily obtained "vital sign" that accurately identifies frailty and predicts outcomes independent of performance status among older patients with blood cancers.
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Research Support, N.I.H., Extramural |
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133 |
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DuMontier C, Loh KP, Bain PA, Silliman RA, Hshieh T, Abel GA, Djulbegovic B, Driver JA, Dale W. Defining Undertreatment and Overtreatment in Older Adults With Cancer: A Scoping Literature Review. J Clin Oncol 2020; 38:2558-2569. [PMID: 32250717 PMCID: PMC7392742 DOI: 10.1200/jco.19.02809] [Citation(s) in RCA: 115] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/18/2020] [Indexed: 12/12/2022] Open
Abstract
PURPOSE The terms undertreatment and overtreatment are often used to describe inappropriate management of older adults with cancer. We conducted a comprehensive scoping review of the literature to clarify the meanings behind the use of the terms. METHODS We searched PubMed (National Center for Biotechnology Information), Embase (Elsevier), and CINAHL (EBSCO) for titles and abstracts that included the terms undertreatment or overtreatment with regard to older adults with cancer. We included all types of articles, cancer types, and treatments. Definitions of undertreatment and overtreatment were extracted, and categories underlying these definitions were derived through qualitative analysis. Within a random subset of articles, C.D. and K.P.L. independently performed this analysis to determine final categories and then independently assigned these categories to assess inter-rater reliability. RESULTS Articles using the terms undertreatment (n = 236), overtreatment (n = 71), or both (n = 51) met criteria for inclusion in our review (n = 256). Only 14 articles (5.5%) explicitly provided formal definitions; for the remaining, we inferred the implicit definitions from the terms' surrounding context. There was substantial agreement (κ = 0.81) between C.D. and K.P.L. in independently assigning categories of definitions within a random subset of 50 articles. Undertreatment most commonly implied less than recommended therapy (148; 62.7%) or less than recommended therapy associated with worse outcomes (88; 37.3%). Overtreatment most commonly implied intensive treatment of an older adult in whom the harms of treatment outweigh the benefits (38; 53.5%) or intensive treatment of a cancer not expected to affect an older adult in his/her remaining lifetime (33; 46.5%). CONCLUSION Undertreatment and overtreatment of older adults with cancer are imprecisely defined concepts. We propose new, more rigorous definitions that account for both oncologic factors and geriatric domains.
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Research Support, N.I.H., Extramural |
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DuMontier C, Loh KP, Soto-Perez-de-Celis E, Dale W. Decision Making in Older Adults With Cancer. J Clin Oncol 2021; 39:2164-2174. [PMID: 34043434 PMCID: PMC8260915 DOI: 10.1200/jco.21.00165] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/12/2021] [Accepted: 03/11/2021] [Indexed: 11/20/2022] Open
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Research Support, N.I.H., Extramural |
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Cheng D, DuMontier C, Yildirim C, Charest B, Hawley CE, Zhuo M, Paik JM, Yaksic E, Gaziano JM, Do N, Brophy M, Cho K, Kim DH, Driver JA, Fillmore NR, Orkaby AR. Updating and Validating the U.S. Veterans Affairs Frailty Index: Transitioning From ICD-9 to ICD-10. J Gerontol A Biol Sci Med Sci 2021; 76:1318-1325. [PMID: 33693638 PMCID: PMC8202143 DOI: 10.1093/gerona/glab071] [Citation(s) in RCA: 55] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Indexed: 01/01/2023] Open
Abstract
BACKGROUND The Veterans Affairs Frailty Index (VA-FI) is an electronic frailty index developed to measure frailty using administrative claims and electronic health records data in Veterans. An update to ICD-10 coding is needed to enable contemporary measurement of frailty. METHOD International Classification of Diseases, ninth revision (ICD-9) codes from the original VA-FI were mapped to ICD-10 first using the Centers for Medicaid and Medicare Services (CMS) General Equivalence Mappings. The resulting ICD-10 codes were reviewed by 2 geriatricians. Using a national cohort of Veterans aged 65 years and older, the prevalence of deficits contributing to the VA-FI and associations between the VA-FI and mortality over years 2012-2018 were examined. RESULTS The updated VA-FI-10 includes 6422 codes representing 31 health deficits. Annual cohorts defined on October 1 of each year included 2 266 191 to 2 428 115 Veterans, for which the mean age was 76 years, 97%-98% were male, 78%-79% were White, and the mean VA-FI was 0.20-0.22. The VA-FI-10 deficits showed stability before and after the transition to ICD-10 in 2015, and maintained strong associations with mortality. Patients classified as frail (VA-FI > 0.2) consistently had a hazard of death more than 2 times higher than nonfrail patients (VA-FI ≤ 0.1). Distributions of frailty and associations with mortality varied with and without linkage to CMS data and with different assessment periods for capturing deficits. CONCLUSIONS The updated VA-FI-10 maintains content validity, stability, and predictive validity for mortality in a contemporary cohort of Veterans aged 65 years and older, and may be applied to ICD-9 and ICD-10 claims data to measure frailty.
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Research Support, N.I.H., Extramural |
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Feng D, DuMontier C, Pollak MR. The role of alpha-actinin-4 in human kidney disease. Cell Biosci 2015; 5:44. [PMID: 26301083 PMCID: PMC4545552 DOI: 10.1186/s13578-015-0036-8] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2015] [Accepted: 07/24/2015] [Indexed: 11/19/2022] Open
Abstract
Mutations in the Alpha-actinin-4 gene (ACTN4) cause a rare form of familial focal segmental glomerulosclerosis in humans. Individuals with kidney disease-associated ACTN4 mutations tend to have mild to moderate proteinuria, with many developing decreased kidney function progressing to end stage kidney disease. All of the disease-causing ACTN4 mutations identified to date are located within the actin-binding domain of the encoded protein, increasing its binding affinity to F-actin and leading to abnormal actin rich cellular aggregates. The identification of ACTN4 mutations as a cause of human kidney disease demonstrates a key cellular pathway by which alterations in cytoskeletal behavior can mediate kidney disease. Here we review the studies relevant to ACTN4 and its role in mediating kidney disease.
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DuMontier C, Sedrak MS, Soo WK, Kenis C, Williams GR, Haase K, Harneshaug M, Mian H, Loh KP, Rostoft S, Dale W, Cohen HJ. Arti Hurria and the progress in integrating the geriatric assessment into oncology: Young International Society of Geriatric Oncology review paper. J Geriatr Oncol 2019; 11:203-211. [PMID: 31451439 DOI: 10.1016/j.jgo.2019.08.005] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2019] [Revised: 07/11/2019] [Accepted: 08/13/2019] [Indexed: 12/18/2022]
Abstract
Until recently, the progress in the diagnosis and management of cancer has not been matched by similar progress in the assessment of the increasing numbers of older and more complex patients with cancer. Dr. Arti Hurria identified this gap at the outset of her career, which she dedicated toward studying the geriatric assessment (GA) as an improvement over traditional methods used in oncology to assess vulnerability in older patients with cancer. This review documents the progress of the GA and its integration into oncology. First, we detail the GA's origins in the field of geriatrics. Next, we chronicle the early rise of geriatric oncology, highlighting the calls of early thought-leaders to meet the demands of the rapidly aging cancer population. We describe Dr. Hurria's early efforts toward meeting these calls though the implementation of the GA in oncology research. We then summarize some of the seminal studies constituting the evidence base supporting GA's implementation. Finally, we lay out the evolution of cancer-focused guidelines recommending the GA, concluding with future needs to advance the next steps toward more widespread implementation in routine cancer care. Throughout, we describe Dr. Hurria's vision and its execution in driving progress of the GA in oncology, from her fellowship training to her co-authored guidelines recommending GA for all older adults with cancer-published in the year of her untimely death.
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Review |
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DuMontier C, Uno H, Hshieh T, Zhou G, Chen R, Magnavita ES, Mozessohn L, Javedan H, Stone RM, Soiffer RJ, Driver JA, Abel GA. Randomized controlled trial of geriatric consultation versus standard care in older adults with hematologic malignancies. Haematologica 2022; 107:1172-1180. [PMID: 34551505 PMCID: PMC9052912 DOI: 10.3324/haematol.2021.278802] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 09/03/2021] [Indexed: 02/02/2023] Open
Abstract
We conducted a randomized controlled trial in older adults with hematologic malignancies to determine the impact of geriatrician consultation embedded in our oncology clinic alongside standard care. From February 2015 to May 2018, transplant-ineligible patients aged ≥75 years who presented for initial consultation for lymphoma, leukemia, or multiple myeloma at Dana-Farber Cancer Institute (Boston, MA, USA) were eligible. Pre-frail and frail patients, classified based on phenotypic and deficit-accumulation approaches, were randomized to receive either standard oncologic care with or without consultation with a geriatrician. The primary outcome was 1-year overall survival. Secondary outcomes included unplanned care utilization within 6 months of follow-up and documented end-of-life (EOL) goals-of-care discussions. Clinicians were surveyed as to their impressions of geriatric consultation. One hundred sixty patients were randomized to either geriatric consultation plus standard care (n=60) or standard care alone (n=100). The median age of the patients was 80.4 years (standard deviation = 4.2). Of those randomized to geriatric consultation, 48 (80%) completed at least one visit with a geriatrician. Consultation did not improve survival at 1 year compared to standard care (difference: 2.9%, 95% confidence interval: -9.5% to 15.2%, P=0.65), and did not significantly reduce the incidence of emergency department visits, hospital admissions, or days in hospital. Consultation did improve the odds of having EOL goals-of-care discussions (odds ratio = 3.12, 95% confidence interval: 1.03 to 9.41) and was valued by surveyed hematologic-oncology clinicians, with 62.9%-88.2% of them rating consultation as useful in the management of several geriatric domains.
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Randomized Controlled Trial |
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DuMontier C, Clough-Gorr KM, Silliman RA, Stuck AE, Moser A. Health-Related Quality of Life in a Predictive Model for Mortality in Older Breast Cancer Survivors. J Am Geriatr Soc 2018. [PMID: 29533469 DOI: 10.1111/jgs.15340] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVES To develop a predictive model and risk score for 10-year mortality using health-related quality of life (HRQOL) in a cohort of older women with early-stage breast cancer. DESIGN Prospective cohort. SETTING Community. PARTICIPANTS U.S. women aged 65 and older diagnosed with Stage I to IIIA primary breast cancer (N=660). MEASUREMENTS We used medical variables (age, comorbidity), HRQOL measures (10-item Physical Function Index and 5-item Mental Health Index from the Medical Outcomes Study (MOS) 36-item Short-Form Survey; 8-item Modified MOS Social Support Survey), and breast cancer variables (stage, surgery, chemotherapy, endocrine therapy) to develop a 10-year mortality risk score using penalized logistic regression models. We assessed model discriminative performance using the area under the receiver operating characteristic curve (AUC), calibration performance using the Hosmer-Lemeshow test, and overall model performance using Nagelkerke R2 (NR). RESULTS Compared to a model including only age, comorbidity, and cancer stage and treatment variables, adding HRQOL variables improved discrimination (AUC 0.742 from 0.715) and overall performance (NR 0.221 from 0.190) with good calibration (p=0.96 from HL test). CONCLUSION In a cohort of older women with early-stage breast cancer, HRQOL measures predict 10-year mortality independently of traditional breast cancer prognostic variables. These findings suggest that interventions aimed at improving physical function, mental health, and social support might improve both HRQOL and survival.
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DuMontier C, Liu MA, Murillo A, Hshieh T, Javedan H, Soiffer R, Stone RM, Driver JA, Abel GA. Function, Survival, and Care Utilization Among Older Adults With Hematologic Malignancies. J Am Geriatr Soc 2019; 67:889-897. [DOI: 10.1111/jgs.15835] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2018] [Revised: 01/16/2019] [Accepted: 01/31/2019] [Indexed: 11/29/2022]
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Lage DE, DuMontier C, Lee Y, Nipp RD, Mitchell SL, Temel JS, El-Jawahri A, Berry SD. Potentially burdensome end-of-life transitions among nursing home residents with poor-prognosis cancer. Cancer 2019; 126:1322-1329. [PMID: 31860129 DOI: 10.1002/cncr.32658] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Revised: 10/01/2019] [Accepted: 11/04/2019] [Indexed: 11/08/2022]
Abstract
BACKGROUND This study examined factors associated with potentially burdensome end-of-life (EOL) transitions between care settings among older adults with advanced cancer in nursing homes (NHs). METHODS A retrospective analysis of deceased older NH residents with poor-prognosis solid tumors was conducted with Medicare claims and the Minimum Data Set. A potentially burdensome transition was defined as 2 or more hospitalizations or an intensive care unit admission in the last 90 days of life. RESULTS Among 34,670 subjects, many had moderate to severe cognitive impairment (53.8%), full dependence in activities of daily living (ADLs; 66.5%), and comorbidities such as congestive heart failure (CHF; 29.3%) and chronic obstructive pulmonary disease (34.1%). Only 56.3% of the patients used hospice at any time in the 90 days before death; 36.0% of the patients experienced a potentially burdensome EOL transition, and this was higher among patients who did not receive hospice (45.4% vs 28.7%; P < .01). In multivariable analyses, full dependence in ADLs (odds ratio [OR], 1.70; P < .01), CHF (OR, 1.48; P < .01), and chronic obstructive pulmonary disease (OR, 1.28; P < .01) were associated with a higher risk of burdensome EOL transitions. Those with do-not-resuscitate directives (OR, 0.60; P < .01) and impaired cognition (OR, 0.89; P < .01) had lower odds of burdensome EOL transitions. CONCLUSIONS NH residents with advanced cancer have substantial comorbidities and functional impairment, yet more than a third experience potentially burdensome EOL transitions. These findings help to identify a population at risk for poor EOL outcomes in order to target interventions, and they point to the importance of advanced care planning in this population.
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Research Support, N.I.H., Extramural |
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Desideri I, Pilleron S, Battisti NML, Gomes F, de Glas N, Neuendorff NR, Liposits G, Paredero-Pérez I, Lok WCW, Loh KP, DuMontier C, Mian H, Soto-Perez-de-Celis E. Caring for older patients with cancer during the COVID-19 pandemic: A Young International Society of Geriatric Oncology (SIOG) global perspective. J Geriatr Oncol 2020; 11:1175-1181. [PMID: 32402764 PMCID: PMC7252080 DOI: 10.1016/j.jgo.2020.05.001] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2020] [Accepted: 05/01/2020] [Indexed: 12/20/2022]
Abstract
The ongoing coronavirus disease 2019 (COVID-19) pandemic has affected millions of people in over 180 territories, causing a significant impact on healthcare systems globally. Older adults, as well as people living with cancer, appear to be particularly vulnerable to COVID-19 related morbidity and mortality, which means that older adults with cancer are an especially high-risk population. This has led to significant changes in the way geriatric oncologists provide care to older patients, including the implementation of novel methods for clinical visits, interruptions or delays in procedures, and modification of therapeutic strategies, both in the curative and palliative settings. In this manuscript, we provide a global overview of the perspectives of geriatric oncology providers from countries across Europe, America, and Asia, regarding the adaptive strategies utilized to continue providing high quality care for older patients with cancer during the COVID-19 pandemic. Through these perspectives, we attempt to show that, although each country and setting has specific issues, we all face similar challenges when providing care for our older patients with cancer during these difficult times.
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Review |
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Feng D, DuMontier C, Pollak MR. Mechanical challenges and cytoskeletal impairments in focal segmental glomerulosclerosis. Am J Physiol Renal Physiol 2018; 314:F921-F925. [PMID: 29363327 DOI: 10.1152/ajprenal.00641.2017] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Focal segmental glomerulosclerosis (FSGS) is a histologically defined form of kidney injury typically mediated by podocyte dysfunction. Podocytes rely on their intricate actin-based cytoskeleton to maintain the glomerular filtration barrier in the face of mechanical challenges resulting from pulsatile blood flow and filtration of this blood flow. This review summarizes the mechanical challenges faced by podocytes in the form of stretch and shear stress, both of which may play a role in the progression of podocyte dysfunction and detachment. It also reviews how podocytes respond to these mechanical challenges in dynamic fashion through rearranging their cytoskeleton, triggering various biochemical pathways, and, in some disease states, altering their morphology in the form of foot process effacement. Furthermore, this review highlights the growing body of evidence identifying several mutations of important cytoskeleton proteins as causes of FSGS. Lastly, it synthesizes the above evidence to show that a better understanding of how these mutations leave podocytes vulnerable to the mechanical challenges they face is essential to better understanding the mechanisms by which they lead to disease. The review concludes with future research directions to fill this gap and some novel techniques with which to pursue these directions.
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Review |
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Abstract
Radiographic, surgical and pathological features of 33 paediatric patients with bronchogenic cysts are reviewed. These congenital lesions usually presented as spheroid mediastinal masses, near the carina or right paratracheal area, 2-3 cm in diameter with sharply delineated borders. Occasionally, the masses were lobulated or triangular in shape. Some cysts produced considerable airway distortion. All intrapulmonary cysts had connections, sometimes patent, with the trachea or main-stem bronchi. Thin-walled, completely aerated cysts became thick-walled with infection. A few air-filled and solid cysts grew rapidly. Cystic lung disease distal to central bronchogenic cysts was observed.
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DuMontier C, Fillmore NR, Yildirim C, Cheng D, La J, Orkaby AR, Charest B, Cirstea D, Yellapragada S, Gaziano JM, Do N, Brophy MT, Kim DH, Munshi NC, Driver JA. Contemporary Analysis of Electronic Frailty Measurement in Older Adults with Multiple Myeloma Treated in the National US Veterans Affairs Healthcare System. Cancers (Basel) 2021; 13:cancers13123053. [PMID: 34207459 PMCID: PMC8233717 DOI: 10.3390/cancers13123053] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 06/10/2021] [Accepted: 06/14/2021] [Indexed: 12/31/2022] Open
Abstract
Simple Summary Geriatric and frailty assessment are recommended for all older adults with cancer undergoing systemic therapy, but assessments remain difficult to scale. The aim of this study was to use an electronic frailty index based on data from administrative claims and electronic health records—the Veterans Affairs Frailty Index (VA-FI-10)—to estimate frailty and its impact on older United States (US) military veterans treated for multiple myeloma (MM) throughout the national VA Healthcare System. We found frailty to be prevalent and strongly associated with mortality and hospitalizations—independently of age, race, and MM stage. We also showed that changing the way in which the VA-FI-10 is measured affects its classification of frailty for individual veterans but not its association with mortality. These findings support the VA-FI-10’s use in research investigating outcomes in frail veterans treated with contemporary MM therapies. We provide further insights into the VA-FI-10’s potential use in clinical practice. Abstract Electronic frailty indices based on data from administrative claims and electronic health records can be used to estimate frailty in large populations of older adults with cancer where direct frailty measures are lacking. The objective of this study was to use the electronic Veterans Affairs Frailty Index (VA-FI-10)—developed and validated to measure frailty in the national United States (US) VA Healthcare System—to estimate the prevalence and impact of frailty in older US veterans newly treated for multiple myeloma (MM) with contemporary therapies. We designed a retrospective cohort study of 4924 transplant-ineligible veterans aged ≥ 65 years initiating MM therapy within VA from 2004 to 2017. Initial MM therapy was measured using inpatient and outpatient treatment codes from pharmacy data in the VA Corporate Data Warehouse. In total, 3477 veterans (70.6%) were classified as frail (VA-FI-10 > 0.2), with 1510 (30.7%) mildly frail (VA-FI-10 > 0.2–0.3), 1105 (22.4%) moderately frail (VA-FI-10 > 0.3–0.4), and 862 (17.5%) severely frail (VA-FI-10 > 0.4). Survival and time to hospitalization decreased with increasing VA-FI-10 severity (log-rank p-value < 0.001); the VA-FI-10 predicted mortality and hospitalizations independently of age, sociodemographic variables, and measures of disease risk. Varying data sources and assessment periods reclassified frailty severity for a substantial portion of veterans but did not substantially affect VA-FI-10’s association with mortality. Our study supports use of the VA-FI-10 in future research involving older veterans with MM and provides insights into its potential use in identifying frailty in clinical practice.
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Journal Article |
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Hantel A, DuMontier C, Odejide OO, Luskin MR, Sperling AS, Hshieh T, Chen R, Soiffer R, Driver JA, Abel GA. Gait speed, survival, and recommended treatment intensity in older adults with blood cancer requiring treatment. Cancer 2021; 127:875-883. [PMID: 33237587 PMCID: PMC7946649 DOI: 10.1002/cncr.33344] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 10/19/2020] [Accepted: 11/04/2020] [Indexed: 12/14/2022]
Abstract
BACKGROUND Brief measures of physical function such as gait speed may be useful to optimize treatment intensity for older adults who have blood cancer; however, little is known about whether such assessments are already captured within oncologists' "gestalt" assessments. METHODS Gait speed was assessed in 782 patients ≥75 years of age who had blood cancer, with results reported to providers after treatment decisions were made; 408 patients required treatment when different intensities were available per National Comprehensive Cancer Network (NCCN) guidelines. We performed structured abstractions of treatment intensity recommendations into standard intensity, reduced intensity, or supportive care, based on NCCN guidelines. We modeled gait speed and survival using Cox regression and performed ordinal logistic regression to assess predictors of NCCN-based categorizations of oncologists' treatment intensity recommendations, including gait speed. RESULTS The median survival by gait speed category was 10.8 months (<0.4 m/s), 18.6 months (0.4-0.6 m/s), 34.0 months (0.6-0.8 m/s), and unreached (>0.8 m/s). Univariable hazard ratios (HRs) for death increased for each lower category compared with ≥0.8 m/s (0.6-0.8 m/s: HR, 1.76; 0.4-0.6 m/s: HR, 2.30; <0.4 m/s: HR, 3.31). Gait speed predicted survival in multivariable Cox regression (all P < .05). In multivariable models including age, sex, and Eastern Cooperative Oncology Group performance status, gait speed did not predict oncologists' recommended treatment intensity (all P > .05) and did not add to a base model predicting recommended treatment intensity. CONCLUSION In older adults with blood cancer who presented for treatment, gait speed predicted survival but not treatment intensity recommendation. Incorporating gait speed into decision making may improve optimal treatment selection.
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Research Support, N.I.H., Extramural |
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Fillmore NR, DuMontier C, Yildirim C, La J, Epstein MM, Cheng D, Cirstea D, Yellapragada S, Abel GA, Gaziano JM, Do N, Brophy M, Kim DH, Munshi NC, Driver JA. Defining Multimorbidity and Its Impact in Older United States Veterans Newly Treated for Multiple Myeloma. J Natl Cancer Inst 2021; 113:1084-1093. [PMID: 33523236 PMCID: PMC8328982 DOI: 10.1093/jnci/djab007] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Revised: 12/26/2020] [Accepted: 01/13/2021] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Traditional count-based measures of comorbidity are unlikely to capture the complexity of multiple chronic conditions (multimorbidity) in older adults with cancer. We aimed to define patterns of multimorbidity and their impact in older United States veterans with multiple myeloma (MM). METHODS We measured 66 chronic conditions in 5076 veterans aged 65 years and older newly treated for MM in the national Veterans Affairs health-care system from 2004 to 2017. Latent class analysis was used to identify patterns of multimorbidity among these conditions. These patterns were then assessed for their association with overall survival, our primary outcome. Secondary outcomes included emergency department visits and hospitalizations. RESULTS Five patterns of multimorbidity emerged from the latent class analysis, and survival varied across these patterns (log-rank 2-sided P < .001). Older veterans with cardiovascular and metabolic disease (30.9%, hazard ratio [HR] = 1.33, 95% confidence interval [CI] = 1.21 to 1.45), psychiatric and substance use disorders (9.7%, HR = 1.58, 95% CI = 1.39 to 1.79), chronic lung disease (15.9%, HR = 1.69, 95% CI = 1.53 to 1.87), and multisystem impairment (13.8%, HR = 2.25, 95% CI = 2.03 to 2.50) had higher mortality compared with veterans with minimal comorbidity (29.7%, reference). Associations with mortality were maintained after adjustment for sociodemographic variables, measures of disease risk, and the count-based Charlson Comorbidity Index. Multimorbidity patterns were also associated with emergency department visits and hospitalizations. CONCLUSIONS Our findings demonstrate the need to move beyond count-based measures of comorbidity and consider cancer in the context of multiple chronic conditions.
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Research Support, N.I.H., Extramural |
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DuMontier C, Jaung T, Bahl NE, Manor B, Testa M, Dieli-Conwright CM, Kim D, Hshieh T, Driver JA, Abel GA. Virtual frailty assessment for older adults with hematologic malignancies. Blood Adv 2022; 6:5360-5363. [PMID: 35616435 PMCID: PMC9631705 DOI: 10.1182/bloodadvances.2022007188] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2022] [Accepted: 04/15/2022] [Indexed: 11/20/2022] Open
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Clancy DD, Revette AC, Bahl NE, Ho KT, Manor B, Testa MA, Dieli-Conwright CM, Hshieh T, Driver JA, Abel GA, DuMontier C. Benefits and Barriers of Technology for Home Function and Mobility Assessment: Perspectives of Older Patients With Blood Cancers, Caregivers, and Clinicians. JCO Clin Cancer Inform 2023; 7:e2200171. [PMID: 37098230 PMCID: PMC10281405 DOI: 10.1200/cci.22.00171] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2022] [Revised: 02/15/2023] [Accepted: 03/07/2023] [Indexed: 04/27/2023] Open
Abstract
PURPOSE Advances in digital health technology can overcome barriers to measurement of function and mobility for older adults with blood cancers, but little is known about how older adults perceive such technology for use in their homes. METHODS To characterize potential benefits and barriers associated with using technology for home functional assessment, we conducted three semistructured focus groups (FGs) in January 2022. Eligible patients came from the Older Adult Hematologic Malignancies Program at Dana-Farber Cancer Institute (DFCI), which includes adults 73 years and older enrolled during their initial consult with their oncologist. Eligible caregivers were 18 years and older and identified by enrolled patients as their primary caregiver. Eligible clinicians were practicing DFCI hematologic oncologists, nurse practitioners, or physician assistants with ≥2 years of clinical experience. A qualitative researcher led thematic analysis of FG transcripts to identify key themes. RESULTS Twenty-three participants attended the three FGs: eight patients, seven caregivers, and eight oncology clinicians. All participants valued function and mobility assessments and felt that technology could overcome barriers to their measurement. We identified three themes related to potential benefits: making it easier for oncology teams to consider function and mobility; providing standardized, objective data; and facilitating longitudinal data. We also identified four themes related to barriers to home functional assessment: concerns related to privacy and confidentiality, burden of measuring additional patient data, challenges in operating new technology, and concerns related to data improving care. CONCLUSION These data suggest that specific concerns raised by older patients, caregivers, and oncology clinicians must be addressed to improve acceptability and uptake of technology used to measure function and mobility in the home.
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La J, DuMontier C, Hassan H, Abdallah M, Edwards C, Verma K, Ferri G, Dharne M, Yildirim C, Corrigan J, Gaziano JM, Do NV, Brophy MT, Driver JA, Munshi NC, Fillmore NR. Validation of algorithms to select patients with multiple myeloma and patients initiating myeloma treatment in the national Veterans Affairs Healthcare System. Pharmacoepidemiol Drug Saf 2023; 32:558-566. [PMID: 36458420 PMCID: PMC10448707 DOI: 10.1002/pds.5579] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 11/13/2022] [Accepted: 11/23/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND We aimed to evaluate and compare the performance of multiple myeloma (MM) selection algorithms for use in Veterans Affairs (VA) research. METHODS Using the VA Corporate Data Warehouse (CDW), the VA Cancer Registry (VACR), and VA pharmacy data, we randomly selected 500 patients from 01/01/1999 to 06/01/2021 who had (1) either one MM diagnostic code OR were listed in the VACR as having MM AND (2) at least one MM treatment code. A team reviewed oncology notes for each veteran to annotate details regarding MM diagnosis and initial treatment within VA. We evaluated inter-annotator agreement and compared the performance of four published algorithms (two developed and validated external to VA data and two used in VA data). RESULTS A total of 859 patients were reviewed to obtain 500 patients who were annotated as having MM and initiating MM treatment in VA. Agreement was high among annotators for all variables: MM diagnosis (98.3% agreement, Kappa = 0.93); initial treatment in VA (91.8% agreement; Kappa = 0.77); and initial treatment classification (87.6% agreement; Kappa = 0.86). VA Algorithms were more specific and had higher PPVs than non-VA algorithms for both MM diagnosis and initial treatment in VA. We developed the "VA Recommended Algorithm," which had the highest PPV among all algorithms in identifying patients diagnosed with MM (PPV = 0.98, 95% CI = 0.95-0.99) and in identifying patients who initiated their MM treatment in VA (PPV = 0.93, 95% CI = 0.90-0.96). CONCLUSION Our VA Recommended Algorithm optimizes sensitivity and PPV for cohort selection and treatment classification.
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DuMontier C, Hennis R, Yildirim C, Seligman BJ, Fonseca-Valencia C, Lubinski BL, Sison SM, Dharne M, Kim DH, Schwartz AW, Driver JA, Fillmore NR, Orkaby AR. Construct validity of the electronic Veterans Affairs Frailty Index against clinician frailty assessment. J Am Geriatr Soc 2023; 71:3857-3864. [PMID: 37624049 PMCID: PMC10841281 DOI: 10.1111/jgs.18540] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/23/2023] [Accepted: 07/13/2023] [Indexed: 08/26/2023]
Abstract
BACKGROUND Electronic frailty indices (eFIs) can expand measurement of frailty in research and practice and have demonstrated predictive validity in associations with clinical outcomes. However, their construct validity is less well studied. We aimed to assess the construct validity of the VA-FI, an eFI developed for use in the U.S. Veterans Affairs Healthcare System. METHODS Veterans who underwent comprehensive geriatric assessments between January 31, 2019 and June 6, 2022 at VA Boston and had sufficient data documented for a comprehensive geriatric assessment-frailty index (CGA-FI) were included. The VA-FI, based on diagnostic and procedural codes, and the CGA-FI, based on geriatrician-measured deficits, were calculated for each patient. Geriatricians also assessed the Clinical Frailty Scale (CFS), functional status (ADLs and IADLs), and 4-meter gait speed (4MGS). RESULTS A total of 132 veterans were included, with median age 81.4 years (IQR 75.8-88.7). Across increasing levels of VA-FI (<0.2; 0.2-0.4; >0.4), mean CGA-FI increased (0.24; 0.30; 0.40). The VA-FI was moderately correlated with the CGA-FI (r 0.45, p < 0.001). Every 0.1-unit increase in the VA-FI was associated with an increase in the CGA-FI (linear regression beta 0.05; 95% confidence interval [CI] 0.03-0.06), higher CFS category (ordinal regression OR 1.69; 95% CI 1.24-2.30), higher odds of ADL dependency (logistic regression OR 1.59; 95% CI 1.20-2.11), IADL dependency (logistic regression OR 1.68; 95% CI 1.23-2.30), and a decrease in 4MGS (linear regression beta -0.07, 95% CI -0.12 to -0.02). All models were adjusted for age and race, and associations held after further adjustment for the Charlson Comorbidity Index. CONCLUSION Our results demonstrate the construct validity of the VA-FI through its associations with clinical measures of frailty, including summary frailty measures, functional status, and objective physical performance. Our findings complement others' in showing that eFIs can capture functional and mobility domains of frailty beyond just comorbidity and may be useful to measure frailty among populations and individuals.
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De León LE, Rochefort MM, Bravo-Iñiguez CE, Fox SW, Tarascio JN, Cardin K, DuMontier C, Frain LN, Jaklitsch MT. Opportunities for quality improvement in the morbidity pattern of older adults undergoing pulmonary lobectomy for cancer. J Geriatr Oncol 2021; 12:416-421. [PMID: 32980269 PMCID: PMC8011279 DOI: 10.1016/j.jgo.2020.09.016] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 06/01/2020] [Accepted: 09/16/2020] [Indexed: 11/16/2022]
Abstract
BACKGROUND There is limited information on the frequency of complications among older adults after oncological thoracic surgery in the modern era. We hypothesized that morbidity and mortality in older adults with lung cancer undergoing lobectomy is low and different than that of younger patients undergoing thoracic surgery. METHODS All patients undergoing lobectomy at a large volume academic center between May 2016 and May 2019 were included. Patients were prospectively monitored to grade postoperative morbidity by organ system, based on the Clavien-Dindo classification. Patients were divided into two groups: Group 1 included patients 65-91 years of age, and Group 2 included those <65 years. RESULTS Of 680 lobectomies in 673 patients, 414(61%) were older than 65 years of age (group 1). Median age at surgery was 68 years (20-91). Median hospital stay was 4 days (1-38) and longer in older adults. Older adults experienced higher rates of grade II and IV complications, mostly driven by an increased incidence of delirium, atrial fibrillation, prolonged air leak, respiratory failure and urinary retention. In this modern cohort, there was only 1 stroke (0.1%), and delirium was reduced to 7%. Patients undergoing minimally invasive (MI) surgery had a lower rate of Grade IV life-threatening complications. Older adults were more likely to be discharged to a rehabilitation facility, however this difference also disappeared with MI surgical procedures. CONCLUSIONS Current morbidity of older adults undergoing lobectomy for cancer is low and is different than that of younger patients. Thoracotomy may be associated with postoperative complications in these patients. Our findings suggest the need to consider MI approaches and broad-based, geriatric-focused perioperative management of older adults undergoing lobectomy.
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Loewenthal J, DuMontier C, Cooper L, Frain L, Waldman LS, Streiter S, Cardin K, Tulebaev S, Javedan H, Orkaby AR, Hshieh T. Adaptation of the comprehensive geriatric assessment to a virtual delivery format. Age Ageing 2021; 50:597-598. [PMID: 33284967 DOI: 10.1093/ageing/afaa257] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 10/25/2020] [Accepted: 10/26/2020] [Indexed: 11/14/2022] Open
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Bahl NE, Magnavita ES, Hshieh T, Testa M, Kim D, Manor B, Driver JA, Abel GA, DuMontier C. Objective performance tests of cognition and physical function as part of a virtual geriatric assessment. J Geriatr Oncol 2021; 12:1256-1258. [PMID: 33795206 PMCID: PMC8478966 DOI: 10.1016/j.jgo.2021.03.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 01/28/2021] [Accepted: 03/23/2021] [Indexed: 10/21/2022]
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Hantel A, Odejide OO, Luskin MR, Sperling AS, Hshieh T, DuMontier C, Chen R, Soiffer R, Driver JA, Abel GA. Gait speed and recommended treatment intensity among older adults with blood cancers. J Clin Oncol 2020. [DOI: 10.1200/jco.2020.38.15_suppl.12041] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
12041 Background: Gait speed identifies frailty and predicts survival among older adults with hematologic malignancies (Liu, Blood, 2019). It is not known if gait speed correlates with the intensity of oncologists’ recommended treatment in this population. Methods: From 2/2015-11/2019, patients ≥75 years presenting for an initial hematologic malignancy consultation at the Dana-Farber Cancer Institute were approached for a screening frailty assessment including a 4-meter gait speed test, reported as <0.4, 0.4-0.6, 0.6-0.8, or >0.8 meters/second (m/s). Faster gait speed is associated with less frailty and predicts better survival. Gait speed was not reported to the oncologist. Treatment recommendations were categorized into standard, reduced, or no therapy based on NCCN guidelines, as applicable. Gait/treatment intensity “mismatches” were characterized as patients with lowest quartile gait speed recommended standard intensity and highest quartile not recommended standard intensity. Multivariable regression was performed to assess if gait speed predicted treatment intensity (controlling for age, sex, ECOG performance status [PS], and disease type). Results: Of 786 patients enrolled, 408 required active treatment where NCCN guidelines vary by fitness. Mismatches were seen in 26.7% of patients (Table: column percentages with 95% CI, mismatches starred): 10 (21.3%) with lowest quartile gait speed recommended standard intensity and 99 (55.0%) with highest quartile recommended reduced or no therapy. In multivariable analysis, PS was predictive of no therapy as compared to standard intensity (all p<0.02) and age was predictive of reduced as compared to standard intensity (p<0.01); gait speed was not reliably predictive in either case. Conclusions: In this large cohort of older adults with hematologic malignancies, gait/treatment intensity mismatches occurred in over one-quarter of patients. Oncologists’ recommendations were predicted by age and PS but not gait speed. Given that gait speed is a strong predictor of survival in this population, oncologists should integrate it to minimize over- and under-treatment when making treatment recommendations. [Table: see text]
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Hshieh TT, DuMontier C, Jaung T, Bahl NE, Hawley CE, Mozessohn L, Stone RM, Soiffer RJ, Driver JA, Abel GA. Association of Polypharmacy and Potentially Inappropriate Medications With Frailty Among Older Adults With Blood Cancers. J Natl Compr Canc Netw 2022; 20:915-923.e5. [PMID: 35948031 PMCID: PMC10106100 DOI: 10.6004/jnccn.2022.7033] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Accepted: 05/13/2022] [Indexed: 11/17/2022]
Abstract
BACKGROUND Polypharmacy and potentially inappropriate medications (PIMs) are common among older adults with blood cancers, but their association with frailty and how to manage them optimally remain unclear. PATIENTS AND METHODS From 2015 to 2019, patients aged ≥75 years presenting for initial oncology consult underwent screening geriatric assessment. Patients were determined to be robust, prefrail, or frail via deficit accumulation and phenotypic approaches. We quantified each patient's total number of medications and PIMs using the Anticholinergic Risk Scale (ARS) and a scale we generated using the NCCN Medications of Concern called the Geriatric Oncology Potentially Inappropriate Medications (GO-PIM) scale. We assessed cross-sectional associations of PIMs with frailty in multivariable regression models adjusting for age, gender, and comorbidity. RESULTS Of 785 patients assessed, 603 (77%) were taking ≥5 medications and 421 (54%) were taking ≥8 medications; 201 (25%) were taking at least 1 PIM based on the ARS and 343 (44%) at least 1 PIM based on the GO-PIM scale. Among the 468 (60%) patients on active cancer treatment, taking ≥8 medications was associated with frailty (adjusted odds ratio [aOR], 2.82; 95% CI, 1.92-4.17). With each additional medication, the odds of being prefrail or frail increased 8% (aOR, 1.08; 95% CI, 1.04-1.12). With each 1-point increase on the ARS, the odds of being prefrail or frail increased 19% (aOR, 1.19; 95% CI, 1.03-1.39); with each additional PIM based on the GO-PIM scale, the odds increased 65% (aOR, 1.65; 95% CI, 1.34-2.04). CONCLUSIONS Polypharmacy and PIMs are prevalent among older patients with blood cancers; taking ≥8 medications is strongly associated with frailty. These data suggest careful medication reconciliation for this population may be helpful, and deprescribing when possible is high-yield, especially for PIMs on the GO-PIM scale.
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