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Jamil YA, Cohen R, Alameddine DK, Deo SV, Kumar M, Orkaby AR. Cholesterol Lowering in Older Adults: Should We Wait for Further Evidence? Curr Atheroscler Rep 2024; 26:521-536. [PMID: 38958924 DOI: 10.1007/s11883-024-01224-4] [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] [Accepted: 06/17/2024] [Indexed: 07/04/2024]
Abstract
PURPOSE OF REVIEW Current guidelines for primary and secondary prevention of cardiovascular events in adults up to age 75 years are well-established. However, recommendations for lipid-lowering therapies (LLT), particularly for primary prevention, are inconclusive after age 75. In this review, we focus on adults ≥ 75 years to assess low-density lipoprotein-cholesterol (LDL-C) as a marker for predicting atherosclerotic cardiovascular disease (ASCVD) risk, review risk assessment tools, highlight guidelines for LLT, and discuss benefits, risks, and deprescribing strategies. RECENT FINDINGS The relationship between LDL-C and all-cause mortality and cardiovascular outcomes in older adults is complex and confounded. Current ASCVD risk estimators heavily depend on age and lack geriatric-specific variables. Emerging tools may reclassify individuals based on biologic rather than chronologic age, with coronary artery calcium scores gaining popularity. After initiating LLT for primary or secondary prevention, target LDL-C levels for older adults are lacking, and non-statin therapy thresholds remain unknown, relying on evidence from younger populations. Shared decision-making is crucial, considering therapy's time to benefit, life expectancy, adverse events, and geriatric syndromes. Deprescribing is recommended in end-of-life care but remains unclear in fit or frail older adults. After an ASCVD event, LLT is appropriate for most older adults, and deprescribing can be considered for those approaching the last months of life. Ongoing trials will guide statin prescription and deprescribing among older adults free of ASCVD. In the interim, for adults ≥ 75 years without a limited life expectancy who are free of ASCVD, an LLT approach that includes both lifestyle and medications, specifically statins, may be considered after shared decision-making.
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Affiliation(s)
- Yasser A Jamil
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | | | - Dana K Alameddine
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, USA
| | - Salil V Deo
- Cleveland VA Medical Center, Case Western Reserve University, Cleveland, OH, USA
| | - Manish Kumar
- Albert Einstien College of Medicine, Montefiore Medical Center, Bronx, NY, USA
| | - Ariela R Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center), VA Boston Healthcare System, 150 S Huntington St, Boston, MA, 02130, USA.
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
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Lewis M, Heymann A, Zacay G, Justo D. Frailty and its association with long-term mortality among community-dwelling older adults aged 75 years and over. Isr J Health Policy Res 2024; 13:26. [PMID: 39010194 PMCID: PMC11251321 DOI: 10.1186/s13584-024-00614-y] [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: 02/08/2024] [Accepted: 05/14/2024] [Indexed: 07/17/2024] Open
Abstract
BACKGROUND Frailty, a significant risk factor for adverse outcomes and mortality, poses an emerging challenge with profound implications for public health and clinical practice. The measurement of frailty offers potential enhancements in healthcare services for older adults. The prevalence of frailty and its association with long-term mortality in a nationwide, unselected population of community-dwelling older adults, particularly those aged 75 and over, has not been previously studied on a large scale in Israel. METHODS A retrospective cohort study was conducted at Meuhedet Health Maintenance Organization, Israel's third largest healthcare service provider, serving 1,276,000 people (13.8% of Israelis). The prevalence of frailty and its association with all-cause mortality were studied among older adults aged 75 years and over who were followed for 2-8 years. Frailty, defined by the cumulative deficit method, utilized clinical data from the preceding 10-year period, comprising 28 chronic diseases and age-related health deficits. RESULTS The cohort included 43,737 older adults, with a median age of 77 years (IQR 75-82 years); among them, 19,300 (44.1%) were males. Overall, 19,396 (44.3%) older adults were frail: 12,260 (28.0%) mildly frail, 5,533 (12.7%) moderately frail and 1,603 (3.7%) severely frail. During the follow-up period 15,064 (34.4%) older adults died: 4,782 (39.0%) mildly frail, 3,016 (54.5%) moderately frail and 1,080 (67.4%) severely frail. Cox regression analysis demonstrated that mortality was associated with severe frailty (HR 2.63, 95%CI 2.45-2.80), moderate frailty (HR 2.05, 95%CI 1.96-2.14), and mild frailty (HR 1.45, 95%CI 1.39-1.51), independent of age, gender, and population sector. Among patients aged 90 years and over, no significant differences in cumulative survival were found between those with moderate and severe frailty (p = 0.408). CONCLUSIONS Frailty is prevalent among community-dwelling Israeli older adults aged 75 years and over, and it is associated with long-term mortality. Considering its association with long-term mortality across frailty levels until the age of 90, early identification and intervention for frailty are recommended within this population. Policymakers should consider the use of the cumulative deficit method for evaluating frailty at both the population health and clinical levels.
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Affiliation(s)
- Maor Lewis
- Department of Family Medicine, Meuhedet Health Maintenance Organization, Tel-Aviv, Israel.
- Faculty of Medicine and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel.
| | - Anthony Heymann
- Department of Family Medicine, Meuhedet Health Maintenance Organization, Tel-Aviv, Israel
- Faculty of Medicine and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Galia Zacay
- Department of Family Medicine, Meuhedet Health Maintenance Organization, Tel-Aviv, Israel
- Faculty of Medicine and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
| | - Dan Justo
- Faculty of Medicine and Health Sciences, Tel-Aviv University, Tel-Aviv, Israel
- Division of Geriatrics, Sheba Medical Center, Tel-Hashomer, Ramat Gan, Israel
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Stone J, Kumar M, Orkaby AR. The role of statin therapy in older adults: best practices and unmet challenges. Expert Rev Cardiovasc Ther 2024; 22:301-311. [PMID: 38940676 DOI: 10.1080/14779072.2024.2371968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 06/20/2024] [Indexed: 06/29/2024]
Abstract
INTRODUCTION Cardiovascular disease (CVD) is associated with significant morbidity, functional decline, and mortality in older adults. The role of statins for primary CVD prevention in older adults remains unclear, largely due to systematic exclusion of these individuals in trials that inform current practice guidelines, leading to conflicting national and international practice recommendations for statin use for primary prevention of CVD in adults aged 75 and older. AREAS COVERED In this narrative review, we performed a literature review utilizing PubMed, and ultimately focus on seven major national and international guidelines of lipid lowering therapy. Through the lens of two clinical cases, we review physiologic changes in lipid metabolism with aging, discuss the relationship between cholesterol and cardiovascular events in older adults, examine the national and international guidelines and the available evidence informing these guidelines for statin use in primary prevention of CVD in older adults. Finally we review practical clinical considerations for drug monitoring and deprescribing in this population. EXPERT OPINION Guidelines for the use of statins for primary CVD prevention in older adults is conflicting. Collectively, evidence to date suggests statin therapy may be beneficial for primary CVD prevention in older adults free of life-limiting comorbidities. Randomized controlled trials are currently underway to address current evidence gaps.
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Affiliation(s)
- John Stone
- Department of Medicine, Boston Medical Center and Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Manish Kumar
- Albert Einstein College of Medicine, Montefiore Medical Center, New York, NY, USA
| | - Ariela R Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center), VA Boston Healthcare System, Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
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Kim SE, Azarian M, Naik AD, Park C, Horstman MJ, Virani SS, Intrator O, Amos CI, Orkaby A, Razjouyan J. What is the additive value of nutritional deficiency to VA-FI in the risk assessment for heart failure patients? J Nutr Health Aging 2024; 28:100253. [PMID: 38692206 DOI: 10.1016/j.jnha.2024.100253] [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: 02/16/2024] [Revised: 04/19/2024] [Accepted: 04/20/2024] [Indexed: 05/03/2024]
Abstract
OBJECTIVES To assess the impact of adding the Prognostic Nutritional Index (PNI) to the U.S. Veterans Health Administration frailty index (VA-FI) for the prediction of time-to-death and other clinical outcomes in Veterans hospitalized with Heart Failure. METHODS A retrospective cohort study of veterans hospitalized for heart failure (HF) from October 2015 to October 2018. Veterans ≥50 years with albumin and lymphocyte counts, needed to calculate the PNI, in the year prior to hospitalization were included. We defined malnutrition as PNI ≤43.6, based on the Youden index. VA-FI was calculated from the year prior to the hospitalization and identified three groups: robust (≤0.1), prefrail (0.1-0.2), and frail (>0.2). Malnutrition was added to the VA-FI (VA-FI-Nutrition) as a 32nd deficit with the total number of deficits divided by 32. Frailty levels used the same cut-offs as the VA-FI. We compared categories based on VA-FI to those based on VA-FI-Nutrition and estimated the hazard ratio (HR) for post-discharge all-cause mortality over the study period as the primary outcome and other adverse events as secondary outcomes among patients with reduced or preserved ejection fraction in each VA-FI and VA-FI-Nutrition frailty groups. RESULTS We identified 37,601 Veterans hospitalized for HF (mean age: 73.4 ± 10.3 years, BMI: 31.3 ± 7.4 kg/m2). In general, VA-FI-Nutrition reclassified 1959 (18.6%) Veterans to a higher frailty level. The VA-FI identified 1,880 (5%) as robust, 8,644 (23%) as prefrail, and 27,077 (72%) as frail. The VA-FI-Nutrition reclassified 382 (20.3%) from robust to prefrail and 1577 (18.2%) from prefrail to frail creating the modified-prefrail and modified-frail categories based on the VA-FI-Nutrition. We observed shorter time-to-death among Veterans reclassified to a higher frailty status vs. those who remained in their original group (Median of 2.8 years (IQR:0.5,6.8) in modified-prefrail vs. 6.3 (IQR:1.8,6.8) years in robust, and 2.2 (IQR:0.7,5.7) years in modified-frail vs. 3.9 (IQR:1.4,6.8) years in prefrail). The adjusted HR in the reclassified groups was also significantly higher in the VA-FI-Nutrition frailty categories with a 38% increase in overall all-cause mortality among modified-prefrail and a 50% increase among modified-frails. Similar trends of increasing adverse events were also observed among reclassified groups for other clinical outcomes. CONCLUSION Adding PNI to VA-FI provides a more accurate and comprehensive assessment among Veterans hospitalized for HF. Clinicians should consider adding a specific nutrition algorithm to automated frailty tools to improve the validity of risk prediction in patients hospitalized with HF.
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Affiliation(s)
- Seulgi Erica Kim
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA.
| | - Mehrnaz Azarian
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA.
| | - Aanand D Naik
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, USA; University of Texas School of Public Health and UTHealth Consortium on Aging, Houston, TX, USA.
| | - Catherine Park
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, USA; Division of Digital Healthcare, Yonsei University, Wonju, 26493, South Korea.
| | - Molly J Horstman
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, USA.
| | - Salim S Virani
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA
| | - Orna Intrator
- Geriatrics & Extended Care Data Analysis Center (GECDAC), Canandaigua VA Medical Center, Canandaigua, NY, USA; Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, USA.
| | | | - Ariela Orkaby
- New England Geriatrics Research, Education, and Clinical Center, Boston VA Health Care System, Boston, MA, USA; Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
| | - Javad Razjouyan
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA; Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, USA.
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Kim DH, Park CM, Ko D, Lin KJ, Glynn RJ. Assessing the Benefits and Harms of Pharmacotherapy in Older Adults with Frailty: Insights from Pharmacoepidemiologic Studies of Routine Health Care Data. Drugs Aging 2024; 41:583-600. [PMID: 38954400 DOI: 10.1007/s40266-024-01121-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/07/2024] [Indexed: 07/04/2024]
Abstract
The objective of this review is to summarize and appraise the research methodology, emerging findings, and future directions in pharmacoepidemiologic studies assessing the benefits and harms of pharmacotherapies in older adults with different levels of frailty. Older adults living with frailty are at elevated risk for poor health outcomes and adverse effects from pharmacotherapy. However, current evidence is limited due to the under-enrollment of frail older adults and the lack of validated frailty assessments in clinical trials. Recent advancements in measuring frailty in administrative claims and electronic health records (database-derived frailty scores) have enabled researchers to identify patients with frailty and to evaluate the heterogeneity of treatment effects by patients' frailty levels using routine health care data. When selecting a database-derived frailty score, researchers must consider the type of data (e.g., different coding systems), the length of the predictor assessment period, the extent of validation against clinically validated frailty measures, and the possibility of surveillance bias arising from unequal access to care. We reviewed 13 pharmacoepidemiologic studies published on PubMed from 2013 to 2023 that evaluated the benefits and harms of cardiovascular medications, diabetes medications, anti-neoplastic agents, antipsychotic medications, and vaccines by frailty levels. These studies suggest that, while greater frailty is positively associated with adverse treatment outcomes, older adults with frailty can still benefit from pharmacotherapy. Therefore, we recommend routine frailty subgroup analyses in pharmacoepidemiologic studies. Despite data and design limitations, the findings from such studies may be informative to tailor pharmacotherapy for older adults across the frailty spectrum.
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Affiliation(s)
- Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, 1200 Centre Street, Boston, MA, 02131, USA.
- Division of Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Chan Mi Park
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, 1200 Centre Street, Boston, MA, 02131, USA
- Harvard Medical School, Boston, MA, USA
| | - Darae Ko
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, 1200 Centre Street, Boston, MA, 02131, USA
- Harvard Medical School, Boston, MA, USA
- Section of Cardiovascular Medicine, Boston Medical Center, Boston, MA, USA
- Richard A. and Susan F. Smith Center for Outcomes Research, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Kueiyu Joshua Lin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of General Internal Medicine, Department of Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Robert J Glynn
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Preventive Medicine, Department of Medicine, Brigham and Women's Hospital, Boston, Boston, MA, USA
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Razjouyan J, Orkaby AR, Horstman MJ, Goyal P, Intrator O, Naik AD. The Frailty Trajectory's Additional Edge Over the Frailty Index: Retrospective Cohort Study of Veterans With Heart Failure. JMIR Aging 2024; 7:e56345. [PMID: 38952001 PMCID: PMC11220725 DOI: 10.2196/56345] [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: 01/13/2024] [Revised: 04/29/2024] [Accepted: 04/29/2024] [Indexed: 07/03/2024] Open
Affiliation(s)
- Javad Razjouyan
- Baylor College of Medicine, Houston, TX, United States
- VA Health Services Research & Development, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, United States
- Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC, United States
| | - Ariela R Orkaby
- New England Geriatrics Research, Education, and Clinical Center, VA Boston Health Care System, Boston, MA, United States
- Brigham & Women's Hospital, Harvard Medical School, Boston, MA, United States
| | - Molly J Horstman
- Baylor College of Medicine, Houston, TX, United States
- VA Health Services Research & Development, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, United States
| | - Parag Goyal
- Division of General Internal Medicine, Department of Medicine, Weill Medical College of Cornell University, New York, NY, United States
| | - Orna Intrator
- Geriatrics and Extended Care Data Analysis Center, Canandaigua VA Medical Center, Canandaigua, NY, United States
- Public Health Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY, United States
| | - Aanand D Naik
- VA Health Services Research & Development, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, TX, United States
- Department of Management, Policy, and Community Health, School of Public Health, University of Texas Health Science Center, Houston, TX, United States
- Institute on Aging, University of Texas Health Science Center, Houston, TX, United States
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Resendes NM, Bradley J, Tang F, Hammel IS, Ruiz JG. The association of non-severe COVID-19 infection and progression to frailty among robust older veterans. J Nutr Health Aging 2024; 28:100296. [PMID: 38901116 DOI: 10.1016/j.jnha.2024.100296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2024] [Revised: 06/05/2024] [Accepted: 06/06/2024] [Indexed: 06/22/2024]
Abstract
BACKGROUND Studies have shown that frailty was increased in hospitalized COVID-19 patients. However, it is not clear whether non-severe COVID-19 increases the risk for pre-frailty and frailty development. Our study aimed to determine the risk of developing frailty and pre-frailty in robust veterans who contracted non-severe COVID-19. METHODS We conducted a retrospective cohort study to assess the association of SARS-CoV-2 infection with the development of pre-frailty and frailty status among robust U.S. veterans using VA COVID-19 Shared Data Resource. We included patients 55 years and older who had at least one SARS-CoV-2 testing between March 15, 2020, and November 30, 2020, had been active patients in the past 12 months, and had a VA frailty index of zero (robust status) at the time of testing. Cox proportional hazard model was used to assess the association between COVID-19 infection and developing frailty or pre-frailty and frailty. We also assessed the association by patients' age groups, sex, and race. FINDINGS We identified 82070 veterans mean age 68.3 ± 7.8, 74738 (91.1%) male, 53899 (65.7%) white, 7557 (9.2%) with mild COVID-19 infection. Over the follow up period of 36 months, testing positive for COVID-19 was associated with a 66% increase in the hazard of becoming frail (adjusted HR = 1.66, 95%CI: 1.32-2.08), and a 68% increase in the hazard of becoming pre-frail (adjusted HR = 1.68, 95%CI: 1.45-1.94). Among male patients, mild COVID-19 infection was associated with a 54% increase in the hazard of becoming frail (adjusted HR = 1.54, 95% CI: 1.21-1.96), while among female patients there was a 330% increase (adjusted HR = 4.30, 95% CI: 2.13-8.64). CONCLUSIONS AND RELEVANCE Non-severe COVID-19 infection that occurred in robust older adults increased the risk of developing frailty. Further multi-center prospective cohort studies evaluating the mechanism of action and clinical trials of treatment options for post-COVID frailty are indicated in Veterans to support clinical care.
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Affiliation(s)
- Natasha M Resendes
- Miami VA (Veterans Administration) Healthcare System Geriatric Research, Education and Clinical Center (GRECC), Miami, Florida, USA; Dept. of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA.
| | - Jerry Bradley
- Dept. of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Fei Tang
- Miami VA (Veterans Administration) Healthcare System Geriatric Research, Education and Clinical Center (GRECC), Miami, Florida, USA
| | - Iriana S Hammel
- Miami VA (Veterans Administration) Healthcare System Geriatric Research, Education and Clinical Center (GRECC), Miami, Florida, USA; Dept. of Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Jorge G Ruiz
- Memorial Healthcare System, Hollywood, Florida, USA; Dept of Medicine, Florida Atlantic University Charles E. Schmidt College of Medicine, Boca Raton, Florida, USA
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Gaziano TA, Gaziano JM. Can Cardiovascular Risk Assessment Be Improved in the 21st Century? JAMA 2024; 331:1891-1893. [PMID: 38739381 DOI: 10.1001/jama.2024.7644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]
Affiliation(s)
- Thomas A Gaziano
- Division of Cardiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - J Michael Gaziano
- Departments of Medicine, Veterans Affairs Boston Healthcare System and Brigham and Women's Hospital, Boston, Massachusetts
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Chao LL. Current Health Status of Gulf War Deployed and Gulf War Era Veterans Who Use Veterans Affairs Health Care. J Womens Health (Larchmt) 2024. [PMID: 38837179 DOI: 10.1089/jwh.2024.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/06/2024] Open
Abstract
Background: Although some recent studies have examined the health of female Gulf War (GW) deployed and non-deployed GW era veterans, these all relied on self-report, which can be inaccurate and subject to recall bias. This study investigated the current health of GW deployed and non-deployed GW era female and male veterans using Veterans Health Administration (VHA) electronic health records (EHR). Methods: We performed a cohort study of deployed GW and non-deployed GW era veterans, identified from a list from the Defense Manpower Data Center (DMDC). We used the VA-Frailty Index (VA-FI), calculated with VHA administrative claims and EHR, as a proxy measure of current health. Results: We identified 402,869 veterans (351,496 GW deployed; 51,3373 non-deployed GW era; 38,555 female) in VHA databases. Deployed female veterans had the highest VA-FI (i.e., were frailest) despite being younger than deployed and non-deployed male veterans and non-deployed female veterans. Compared with deployed male veterans, deployed females were more likely to be pre-frail, mildly, and moderately frail. Health differences between deployed and non-deployed female veterans were more prominent among older (60+ years) than younger (<60 years) veterans. Conclusions: Mirroring reports from recent, smaller survey studies of users and non-users of VA health care, findings from this cohort study indicate that deployed female GW veterans who use VA health care are frailer and have more health deficits than non-deployed female GW era and deployed male GW veterans. Because deployed female GW veterans appear to have additional health care needs, this may warrant increased outreach from women's clinics at VA hospitals.
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Affiliation(s)
- Linda L Chao
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, California, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, California, USA
- San Francisco Veterans Affairs Health Care System, San Francisco, California, USA
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Ramos‐Cejudo J, Corrigan JK, Zheng C, Swinnerton KN, Jacobson SR, La J, Betensky RA, Osorio RS, Madanes S, Pomara N, Iosifescu D, Brophy M, Do NV, Fillmore NR. Antidepressant exposure and long-term dementia risk in a nationwide retrospective study on US veterans with midlife major depressive disorder. Alzheimers Dement 2024; 20:4106-4114. [PMID: 38717046 PMCID: PMC11180845 DOI: 10.1002/alz.13853] [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: 08/02/2023] [Revised: 03/11/2024] [Accepted: 03/28/2024] [Indexed: 06/18/2024]
Abstract
INTRODUCTION The use of antidepressants in major depressive disorder (MDD) has been reported to influence long-term risk of Alzheimer's disease (AD) and AD-related dementias (AD/ADRD), but studies are conflicting. METHODS We used inverse probability weighted (IPW) Cox models with time-varying covariates in a retrospective cohort study among midlife veterans with MDD within the US Veterans Affairs healthcare system from January 1, 2000 to June 1, 2022. RESULTS A total of 35,200 patients with MDD were identified. No associations were seen regarding the effect of being exposed to any antidepressant versus no exposure on AD/ADRD risk (events = 1,056, hazard ratio = 0.94, 95% confidence interval: 0.81 to 1.09) or the exposure to specific antidepressant classes versus no exposure. A risk reduction was observed for female patients in a stratified analysis; however, the number of cases was small. DISCUSSION Our study suggests that antidepressant exposure has no effect on AD/ADRD risk. The association in female patients should be interpreted with caution and requires further attention. HIGHLIGHTS We studied whether antidepressant use was associated with future dementia risk. We specifically focused on patients after their first-ever diagnosis of depression. We used IPW Cox models with time-varying covariates and a large observation window. Our study did not identify an effect of antidepressant use on dementia risk. A risk reduction was observed in female patients, but the number of cases was small.
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Affiliation(s)
- Jaime Ramos‐Cejudo
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
| | - June K. Corrigan
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
| | - Chunlei Zheng
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of MedicineBoston University School of MedicineBostonMassachusettsUSA
| | - Kaitlin N. Swinnerton
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
| | - Sean R. Jacobson
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
| | - Jennifer La
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
| | - Rebecca A. Betensky
- Department of BiostatisticsNYU School of Global Public HealthNew YorkNew YorkUSA
| | - Ricardo S. Osorio
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
- Nathan Kline InstituteOrangeburgNew YorkUSA
| | - Sharon Madanes
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
| | - Nunzio Pomara
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
- Nathan Kline InstituteOrangeburgNew YorkUSA
| | - Dan Iosifescu
- Department of PsychiatryNew York University (NYU) Grossman School of MedicineNew YorkNew YorkUSA
- Nathan Kline InstituteOrangeburgNew YorkUSA
| | - Mary Brophy
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of MedicineBoston University School of MedicineBostonMassachusettsUSA
| | - Nhan V. Do
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of MedicineBoston University School of MedicineBostonMassachusettsUSA
| | - Nathanael R. Fillmore
- VA Boston Cooperative Studies Program, MAVERICVA Boston Healthcare SystemBostonMassachusettsUSA
- Department of MedicineBrigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
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11
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Blodgett JM, Pérez-Zepeda MU, Godin J, Kehler DS, Andrew MK, Kirkland S, Rockwood K, Theou O. Prognostic accuracy of 70 individual frailty biomarkers in predicting mortality in the Canadian Longitudinal Study on Aging. GeroScience 2024; 46:3061-3069. [PMID: 38182858 PMCID: PMC11009196 DOI: 10.1007/s11357-023-01055-2] [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: 08/15/2023] [Accepted: 12/22/2023] [Indexed: 01/07/2024] Open
Abstract
The frailty index (FI) uses a deficit accumulation approach to derive a single, comprehensive, and replicable indicator of age-related health status. Yet, many researchers continue to seek a single "frailty biomarker" to facilitate clinical screening. We investigated the prognostic accuracy of 70 individual biomarkers in predicting mortality, comparing each with a composite FI. A total of 29,341 individuals from the comprehensive cohort of the Canadian Longitudinal Study on Aging were included (mean, 59.4 ± 9.9 years; 50.3% female). Twenty-three blood-based biomarkers and 47 test-based biomarkers (e.g., physical, cardiac, cardiology) were examined. Two composite FIs were derived: FI-Blood and FI-Examination. Mortality status was ascertained using provincial vital statistics linkages and contact with next of kin. Areas under the curve were calculated to compare prognostic accuracy across models (i.e., age, sex, biomarker, FI) in predicting mortality. Compared to an age-sex only model, the addition of individual biomarkers demonstrated improved model fit for 24/70 biomarkers (11 blood, 13 test-based). Inclusion of FI-Blood or FI-Examination improved mortality prediction when compared to any of the 70 biomarker-age-sex models. Individual addition of seven biomarkers (walking speed, chair rise, time up and go, pulse, red blood cell distribution width, C-reactive protein, white blood cells) demonstrated an improved fit when added to the age-sex-FI model. FI scores had better mortality risk prediction than any biomarker. Although seven biomarkers demonstrated improved prognostic accuracy when considered alongside an FI score, all biomarkers had worse prognostic accuracy on their own. Rather than a single biomarker test, implementation of routine FI assessment in clinical settings may provide a more accurate and reliable screening tool to identify those at increased risk of adverse outcomes.
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Affiliation(s)
- Joanna M Blodgett
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada.
- Division of Surgery Interventional Science, Institute of Sport Exercise and Health, University College London, London, UK.
| | - Mario Ulisses Pérez-Zepeda
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
- Instituto Nacional de Geriatría, Mexico City, Mexico
- Centro de Investigación en Ciencias de La Salud (CICSA), FCS, Universidad Anáhuac México Campus Norte, Huixquilucan, Edo. de México, Lomas Anahuac, Mexico
| | - Judith Godin
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
| | - Dustin Scott Kehler
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
- School of Physiotherapy, Dalhousie University, Halifax, NS, Canada
| | - Melissa K Andrew
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
| | - Susan Kirkland
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
- Department of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada
| | - Kenneth Rockwood
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
| | - Olga Theou
- Division of Geriatric Medicine, Dalhousie University and Nova Scotia Health, Halifax, NS, Canada
- School of Physiotherapy, Dalhousie University, Halifax, NS, Canada
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12
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Woo SC, Chen MY, Chen LK, Liu CY. Effectiveness of Resistance Band Use in Conjunction With Tai Chi Among Older Adults With Prefrailty to Improve Functional Fitness, Quality of Life, and Heart Rate Variability. J Gerontol Nurs 2024; 50:19-26. [PMID: 38691121 DOI: 10.3928/00989134-20240416-04] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
PURPOSE The current randomized controlled trial aimed to bolster the physical fitness of prefrail older adults, potentially delaying their need for admission to care facilities and enhancing their overall well-being. METHOD The experimental group received a physical fitness intervention comprising resistance band use and tai chi three times per week for 12 weeks, whereas the control group received frailty-related health education. Thirty-four male participants completed the study. RESULTS A total of seven items had statistically significant differences at 12- and 16-week posttest, respectively: frailty index (p = 0.03; p = 0.03); Instrumental Activities of Daily Living Scale (p < 0.001; p < 0.001); and physical fitness, back (p < 0.001; p < 0.001); physical fitness, arm curl (p = 0.02; p < 0.001); physical activity (p < 0.001; p = 0.009); quality of life, physiological (p = 0.04; p < 0.001); and heart rate variability (p < 0.001; p < 0.001). CONCLUSION Results revealed substantial improvements in physical fitness, frailty conditions, self-care abilities, and quality of life, but not balance or lower limb flexibility, for the experimental group. Therefore, exercise interventions may effectively improve prefrail older adults' quality of life. [Journal of Gerontological Nursing, 50(5), 19-26.].
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13
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Dicpinigaitis AJ, Khamzina Y, Hall DE, Nassereldine H, Kennedy J, Seymour CW, Schmidt M, Reitz KM, Bowers CA. Adaptation of the Risk Analysis Index for Frailty Assessment Using Diagnostic Codes. JAMA Netw Open 2024; 7:e2413166. [PMID: 38787554 PMCID: PMC11127118 DOI: 10.1001/jamanetworkopen.2024.13166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Accepted: 03/23/2024] [Indexed: 05/25/2024] Open
Abstract
Importance Frailty is associated with adverse outcomes after even minor physiologic stressors. The validated Risk Analysis Index (RAI) quantifies frailty; however, existing methods limit application to in-person interview (clinical RAI) and quality improvement datasets (administrative RAI). Objective To expand the utility of the RAI utility to available International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) administrative data, using the National Inpatient Sample (NIS). Design, Setting, and Participants RAI parameters were systematically adapted to ICD-10-CM codes (RAI-ICD) and were derived (NIS 2019) and validated (NIS 2020). The primary analysis included survey-weighed discharge data among adults undergoing major surgical procedures. Additional external validation occurred by including all operative and nonoperative hospitalizations in the NIS (2020) and in a multihospital health care system (UPMC, 2021-2022). Data analysis was conducted from January to May 2023. Exposures RAI parameters and in-hospital mortality. Main Outcomes and Measures The association of RAI parameters with in-hospital mortality was calculated and weighted using logistic regression, generating an integerized RAI-ICD score. After initial validation, thresholds defining categories of frailty were selected by a full complement of test statistics. Rates of elective admission, length of stay, hospital charges, and in-hospital mortality were compared across frailty categories. C statistics estimated model discrimination. Results RAI-ICD parameters were weighted in the 9 548 206 patients who were hospitalized (mean [SE] age, 55.4 (0.1) years; 3 742 330 male [weighted percentage, 39.2%] and 5 804 431 female [weighted percentage, 60.8%]), modeling in-hospital mortality (2.1%; 95% CI, 2.1%-2.2%) with excellent derivation discrimination (C statistic, 0.810; 95% CI, 0.808-0.813). The 11 RAI-ICD parameters were adapted to 323 ICD-10-CM codes. The operative validation population of 8 113 950 patients (mean [SE] age, 54.4 (0.1) years; 3 148 273 male [weighted percentage, 38.8%] and 4 965 737 female [weighted percentage, 61.2%]; in-hospital mortality, 2.5% [95% CI, 2.4%-2.5%]) mirrored the derivation population. In validation, the weighted and integerized RAI-ICD yielded good to excellent discrimination in the NIS operative sample (C statistic, 0.784; 95% CI, 0.782-0.786), NIS operative and nonoperative sample (C statistic, 0.778; 95% CI, 0.777-0.779), and the UPMC operative and nonoperative sample (C statistic, 0.860; 95% CI, 0.857-0.862). Thresholds defining robust (RAI-ICD <27), normal (RAI-ICD, 27-35), frail (RAI-ICD, 36-45), and very frail (RAI-ICD >45) strata of frailty maximized precision (F1 = 0.33) and sensitivity and specificity (Matthews correlation coefficient = 0.26). Adverse outcomes increased with increasing frailty. Conclusion and Relevance In this cohort study of hospitalized adults, the RAI-ICD was rigorously adapted, derived, and validated. These findings suggest that the RAI-ICD can extend the quantification of frailty to inpatient adult ICD-10-CM-coded patient care datasets.
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Affiliation(s)
- Alis J. Dicpinigaitis
- Department of Neurology, New York Presbyterian–Weill Cornell Medical Center, New York, New York
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico
| | | | - Daniel E. Hall
- Department of Neurology, New York Presbyterian–Weill Cornell Medical Center, New York, New York
- Department of Surgery, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Center for Health Equity Research and Promotion, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania
- Wolff Center, UPMC, Pittsburgh, Pennsylvania
| | - Hasan Nassereldine
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Jason Kennedy
- Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Pittsburgh, Pennsylvania
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Christopher W. Seymour
- Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Pittsburgh, Pennsylvania
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Meic Schmidt
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico
| | - Katherine M. Reitz
- Department of Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
- Clinical Research, Investigation, and Systems Modeling of Acute Illness (CRISMA) Center, Pittsburgh, Pennsylvania
- Department of Critical Care Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
- Division of Vascular Surgery, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Christian A. Bowers
- Bowers Neurosurgical Frailty and Outcomes Data Science Lab, Albuquerque, New Mexico
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14
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Samper-Ternent R, Razjouyan J, Dindo L, Halaszynski J, Silva J, Fried T, Naik AD. Patient Priorities Care Increases Long-Term Service and Support Use: Propensity Match Cohort Study. J Am Med Dir Assoc 2024; 25:751-756. [PMID: 38320742 PMCID: PMC11137700 DOI: 10.1016/j.jamda.2023.12.014] [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: 07/18/2023] [Revised: 12/11/2023] [Accepted: 12/25/2023] [Indexed: 02/29/2024]
Abstract
OBJECTIVES Patient priorities care (PPC) is an evidence-based approach designed to help patients achieve what matters most to them by identifying their health priorities and working with clinicians to align the care they provide to the patient's priorities. This study examined the impact of the PPC approach on long-term service and support (LTSS) use among veterans. DESIGN Quasi-experimental study examining differences in LTSS use between veterans exposed to PPC and propensity-matched controls not exposed to PPC adjusting for covariates. SETTING AND PARTICIPANTS Fifty-six social workers in 5 Veterans Health Administration (VHA) sites trained in PPC in 2018, 143 veterans who used the PPC approach, and 286 matched veterans who did not use the PPC approach. METHODS Veterans with health priorities identified through the PPC approach were the intervention group (n = 143). The usual care group included propensity-matched veterans evaluated by the same social workers in the same period who did not participate in PPC (n = 286). The visit with the social worker was the index date. We examined LTSS use, emergency department (ED), and urgent care visits, 12 months before and after this date for both groups. Electronic medical record notes were extracted with a validated natural language processing algorithm (84% sensitivity, 95% specificity, and 92% accuracy). RESULTS Most participants were white men, mean age was 76, and 30% were frail. LTSS use was 48% higher in the PPC group compared with the usual care group [odds ratio (OR), 1.48; 95% CI, 1.00-2.18; P = .05]. Among those who lived >2 years after the index date, new LTSS use was higher (OR, 1.69; 95% CI, 1.04-2.76; P = .036). Among nonfrail individuals, LTSS use was also higher in the PPC group (OR, 1.70; 95% CI, 1.06-2.74; P = .028). PPC was not associated with higher ED or urgent care use. CONCLUSIONS AND IMPLICATIONS PPC results in higher LTSS use but not ED or urgent care in these veterans. LTSS use was higher for nonfrail veterans and those living longer. The PPC approach helps identify health priorities, including unmet needs for safe and independent living that LTSS can support.
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Affiliation(s)
- Rafael Samper-Ternent
- Department of Management, Policy, and Community Health, UTHealth Houston, Houston, TX, USA; Institute on Aging, UTHealth Houston, Houston, TX, USA.
| | - Javad Razjouyan
- VA Health Services Research and Development Service, Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey VA Medical Center, Houston, TX, USA; Department of Medicine, Baylor College of Medicine, Houston, TX, USA; Big Data Scientist Training Enhancement Program (BD-STEP), VA Office of Research and Development, Washington, DC, USA
| | - Lilian Dindo
- VA Health Services Research and Development Service, Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey VA Medical Center, Houston, TX, USA; Department of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Jaime Halaszynski
- Social Work Service, Butler VA Health Care System, Butler, PA, USA; VA National Social Work Program, Care Management and Social Work Services, Office of Patient Care Services, Department of Veterans Affairs, Washington, DC, USA
| | - Jennifer Silva
- VA National Social Work Program, Care Management and Social Work Services, Office of Patient Care Services, Department of Veterans Affairs, Washington, DC, USA; Department of Medicine, Yale University School of Medicine, New Haven, CT, USA
| | - Terri Fried
- Department of Medicine, Yale University School of Medicine, New Haven, CT, USA; Connecticut Veterans Administration Health System, West Haven, CT, USA
| | - Aanand D Naik
- Department of Management, Policy, and Community Health, UTHealth Houston, Houston, TX, USA; Institute on Aging, UTHealth Houston, Houston, TX, USA; VA Health Services Research and Development Service, Center for Innovations in Quality, Effectiveness and Safety, Michael E DeBakey VA Medical Center, Houston, TX, USA; Department of Medicine, Baylor College of Medicine, Houston, TX, USA
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15
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Thompson AD, Petry SE, Hauser ER, Boyle SH, Pathak GA, Upchurch J, Press A, Johnson MG, Sims KJ, Williams CD, Gifford EJ. Longitudinal Patterns of Multimorbidity in Gulf War Era Veterans With and Without Gulf War Illness. J Aging Health 2024:8982643241245163. [PMID: 38591766 DOI: 10.1177/08982643241245163] [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] [Indexed: 04/10/2024]
Abstract
Objectives: To examine whether severe Gulf War illness (SGWI) case status was associated with longitudinal multimorbidity patterns. Methods: Participants were users of the Veteran Health Administration Health Care System drawn from the Gulf War Era Cohort and Biorepository (n = 840). Longitudinal measures of multimorbidity were constructed using (1) electronic health records (Charlson Comorbidity Index; Elixhauser; and Veterans Affairs Frailty Index) from 10/1/1999 to 6/30/2023 and (2) self-reported medical conditions (Deficit Accumulation Index) since the war until the survey date. Accelerated failure time models examined SGWI case status as a predictor of time until threshold level of multimorbidity was reached, adjusted for age and sociodemographic and military characteristics. Results: Models, adjusted for covariates, revealed that (1) relative to the SWGI- group, the SGWI+ group was associated with an accelerated time for reaching each threshold and (2) the relationship between SGWI and each threshold was not moderated by age. Discussion: Findings suggest that veterans with SGWI experienced accelerated aging.
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Affiliation(s)
- Andrew D Thompson
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Sarah E Petry
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
- Sanford School of Public Policy, Duke University, Durham, NC, USA
- Carolina Population Center, University of North Carolina, Chapel Hill, NC, USA
| | - Elizabeth R Hauser
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
- Duke Molecular Physiology Institute and Department of Biostatistics and Bioinformatics, Duke University, Durham, NC, USA
| | - Stephen H Boyle
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Gita A Pathak
- Division of Human Genetics, Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA
- Veteran Affairs Connecticut Healthcare System, West Haven, CT, USA
| | - Julie Upchurch
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Ashlyn Press
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Melissa G Johnson
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Kellie J Sims
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Christina D Williams
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
| | - Elizabeth J Gifford
- Cooperative Studies Program Epidemiology Center, Durham VA Medical Center, Durham, NC, USA
- Sanford School of Public Policy, Duke University, Durham, NC, USA
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16
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Orkaby AR, Goyal P, Charest B, Qazi S, Sheikh S, Shah S, Gaziano JM, Djousse L, Gagnon D, Joseph J. Initiation of Statins for Primary Prevention in Heart Failure With Preserved Ejection Fraction. JACC. ADVANCES 2024; 3:100869. [PMID: 38939680 PMCID: PMC11198708 DOI: 10.1016/j.jacadv.2024.100869] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/24/2023] [Revised: 11/10/2023] [Accepted: 12/20/2023] [Indexed: 06/29/2024]
Abstract
Background Statins are highly effective for primary prevention of atherosclerotic cardiovascular disease (ASCVD) and mortality. Data on the benefit of statins in adults with heart failure with preserved ejection fraction (HFpEF) and without ASCVD are limited. Objectives The purpose of this study was to determine whether statins are associated with a lower risk of mortality and major adverse cardiovascular events (MACE) in HFpEF. Methods Veterans Health Administration data from 2002 to 2016, linked to Medicare and Medicaid claims and pharmaceutical data, were collected. Patients had a new HFpEF diagnosis and no known ASCVD or prior statin use at baseline. Cox proportional hazards models were fit to evaluate the association of new statin use with outcomes (all-cause mortality and MACE). Propensity score overlap weighting (PSW) was used to balance baseline characteristics. Results Among 7,970 Veterans, 47% initiated a statin over a mean 6.0-year follow-up. At HFpEF diagnosis, mean age was 69 ± 12 years, 96% were male, 67% were White, 14% were Black, and mean EF was 60% ± 6%. Before PSW, statin users were younger with more prevalent metabolic syndrome, arthritis, and other chronic conditions. All characteristics were balanced after PSW. There were 5,314 deaths and 4,859 MACE events. After PSW, the hazard for all-cause mortality for statin users vs nonusers was 22% lower (HR: 0.78; 95% CI: 0.73-0.83). The HR for MACE was 0.79 (95% CI: 0.74-0.84), 0.69 (95% CI: 0.60-0.80) for all-cause hospitalization, and 0.72 (95% CI: 0.59-0.88) for HF hospitalization. Conclusions New statin use was associated with reduced all-cause mortality, MACE, and hospitalization in Veterans with HFpEF without prevalent ASCVD.
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Affiliation(s)
- Ariela R. Orkaby
- New England Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Parag Goyal
- Program for the Care and Study of the Aging Heart, Department of Medicine, Weill Cornell Medicine, New York, New York, USA
| | - Brian Charest
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
| | - Saadia Qazi
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
- Division of Cardiology, Department of Medicine, Brigham and Women’s Hospital, Boston, Massachusetts, USA
| | - Shamlan Sheikh
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Sanjiv Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - J. Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Luc Djousse
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - David Gagnon
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA
| | - Jacob Joseph
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Cardiology, Department of Medicine, Boston, Massachusetts, USA
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
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17
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Tosi DM, Fernandez MC, Oomrigar S, Burton LP, Hammel IS, Quartin A, Ruiz JG. Association of Frailty and Cardiopulmonary Resuscitation Outcomes in Older U.S. Veterans. Am J Hosp Palliat Care 2024; 41:398-404. [PMID: 37078363 DOI: 10.1177/10499091231171389] [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] [Indexed: 04/21/2023] Open
Abstract
Objectives: Determine the association between frailty and immediate survival of cardiopulmonary resuscitation (CPR) in older Veterans. Secondary outcomes: compare in-hospital mortality, duration of resuscitation efforts, hospital and intensive care unit (ICU) length of stay, neurologic outcomes, and discharge disposition between frail and non-frail Veterans. Methods: Retrospective cohort study including Veterans 50 years and older, who were "Full Code" and had in-hospital cardiac arrest between 7/1/2017 and 6/30/2020, at the Miami VAMC. Frailty Index for the VA (VA-FI) was used to determine frailty status. Immediate Survival was determined by return of spontaneous circulation (ROSC) and in-hospital mortality was determined by all-cause mortality. We compared outcomes between frail and non-frail Veterans using chi-square test. After adjusting for age, gender, race, and previous hospitalizations, we used multivariate binomial logistic regression with 95% confidence intervals to analyze the relationship between immediate survival and frailty, and in-hospital mortality and frailty. Results: 91% Veterans were non-Hispanic, 49% Caucasian, 96% male, mean age 70.7 ± 8.5 years, 73% frail and 27% non-frail. Seventy-six (65.5%) Veterans had ROSC, without difference by frailty status (P = .891). There was no difference based on frailty status of in-hospital mortality, discharge disposition, or neurologic outcomes. Frail and non-frail Veterans had resuscitation efforts lasting the same amount of time. Conclusions and Implications: CPR outcomes were not different depending on frailty status in our Veteran population. With these results, we cannot use frailty - as measured by the VA-FI - as a prognosticator of CPR outcomes in Veterans.
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Affiliation(s)
- Dominique M Tosi
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Marlena C Fernandez
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
| | - Shivaan Oomrigar
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
| | - Lorena P Burton
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
| | - Iriana S Hammel
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
| | - Andrew Quartin
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
- University of Miami/Jackson Health System, Miami, FL, USA
| | - Jorge G Ruiz
- Geriatric Research, Education, and Clinical Center (GRECC), Miami VA Healthcare System, Bruce W. Carter Miami VAMC, Miami, FL, USA
- Department of Medicine, University of Miami Miller School of Medicine, Miami, FL, USA
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18
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Wang L, Zhang X, Liu X. Association between the frailty index and readmission risk in hospitalised elderly Chinese patients: a retrospective cohort study. BMJ Open 2024; 14:e076861. [PMID: 38417955 PMCID: PMC10900421 DOI: 10.1136/bmjopen-2023-076861] [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: 06/19/2023] [Accepted: 01/16/2024] [Indexed: 03/01/2024] Open
Abstract
OBJECTIVES Frailty is a common and important concern of the ageing population. This study examined the association between the frailty index and negative outcomes of hospitalised elderly Chinese patients. DESIGN Retrospective cohort study. SETTING Geriatrics Department of Peking University First Hospital. PARTICIPANTS 470 hospitalised elderly patients. MAIN OUTCOMES AND MEASURES Frailty was measured using a 30-item deficit-accumulation frailty index. The outcomes were the hospitalisation duration and readmission. RESULTS The frailty index was available for 470 patients: 72 (15.32%) were categorised as robust, 272 (57.87%) as prefrail and 126 (26.81%) as frail. The frail group had a longer hospital stay than the robust and prefrail groups. After adjustment for age, sex and cause of hospitalisation at baseline, frailty remained a strong independent risk factor for all-cause readmission and cardiocerebrovascular disease readmission (HR 2.41, 95% CI 1.49 to 3.91, p<0.001; HR 4.92, 95% CI 1.47 to 6.31, p<0.001, respectively). CONCLUSIONS The frailty index predicted a longer length of stay and higher all-cause and cardiocerebrovascular disease readmission risk in hospitalised elderly patients.
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Affiliation(s)
- Lina Wang
- Geriatric Department, Peking University First Hospital, Beijing, China
| | - Xiaolin Zhang
- Geriatric Department, Peking University First Hospital, Beijing, China
| | - Xinmin Liu
- Geriatric Department, Peking University First Hospital, Beijing, China
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Orkaby AR, Callahan KE, Driver JA, Hudson K, Clegg AJ, Pajewski NM. New horizons in frailty identification via electronic frailty indices: early implementation lessons from experiences in England and the United States. Age Ageing 2024; 53:afae025. [PMID: 38421151 PMCID: PMC10903644 DOI: 10.1093/ageing/afae025] [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: 07/16/2023] [Indexed: 03/02/2024] Open
Abstract
Frailty represents an integrative prognostic marker of risk that associates with a myriad of age-related adverse outcomes in older adults. As a concept, frailty can help to target scarce resources and identify subgroups of vulnerable older adults that may benefit from interventions or changes in medical management, such as pursing less aggressive glycaemic targets for frail older adults with diabetes. In practice, however, there are several operational challenges to implementing frailty screening outside the confines of geriatric medicine. Electronic frailty indices (eFIs) based on the theory of deficit accumulation, derived from routine data housed in the electronic health record, have emerged as a rapid, feasible and valid approach to screen for frailty at scale. The goal of this paper is to describe the early experience of three diverse groups in developing, implementing and adopting eFIs (The English National Health Service, US Department of Veterans Affairs and Atrium Health-Wake Forest Baptist). These groups span different countries and organisational complexity, using eFIs for both research and clinical care, and represent different levels of progress with clinical implementation. Using an implementation science framework, we describe common elements of successful implementation in these settings and set an agenda for future research and expansion of eFI-informed initiatives.
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Affiliation(s)
- Ariela R Orkaby
- New England Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA
- Division of Aging, Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kathryn E Callahan
- Section on Geriatrics and Gerontologic Medicine, Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, NC, USA
| | - Jane A Driver
- New England Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare System, Boston, MA, USA
- Division of Aging, Department of Medicine, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Kristian Hudson
- The Improvement Academy, Bradford Institute for Health Research, Bradford, UK
| | - Andrew J Clegg
- Academic Unit for Ageing & Stroke Research, University of Leeds, Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK
| | - Nicholas M Pajewski
- Department of Biostatistics and Data Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA
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Orkaby AR, Lu B, Ho YL, Treu T, Galloway A, Wilson PW, Cho K, Gaziano JM, Alexander KP, Gagnon DR, Djousse L, Forman DE, Driver JA. New statin use, mortality, and first cardiovascular events in older US Veterans by frailty status. J Am Geriatr Soc 2024; 72:410-422. [PMID: 38055194 PMCID: PMC10922314 DOI: 10.1111/jgs.18700] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 10/27/2023] [Accepted: 10/28/2023] [Indexed: 12/07/2023]
Abstract
BACKGROUND Statins are part of long-term medical regimens for many older adults. Whether frailty modifies the protective relationship between statins, mortality, and major adverse cardiovascular events (MACE) is unknown. METHODS This was a retrospective study of US Veterans ≥65, without CVD or prior statin use seen in 2002-2012, followed through 2017. A 31-item frailty index was used. The co-primary endpoint was all-cause mortality or MACE (MI, stroke/TIA, revascularization, or cardiovascular death). Cox proportional hazards models were developed to evaluate the association of statin use with outcomes; propensity score overlap weighting accounted for confounding by indication. RESULTS We identified 710,313 Veterans (mean age (SD) 75.3(6.5), 98% male, 89% white); 86,327 (12.1%) were frail. Over mean follow-up of 8 (5) years, there were 48.6 and 72.6 deaths per 1000 person-years (PY) among non-frail statin-users vs nonusers (weighted Incidence Rate Difference (wIRD)/1000 person years (PY), -24.0[95% CI, -24.5 to -23.6]), and 90.4 and 130.4 deaths per 1000PY among frail statin-users vs nonusers (wIRD/1000PY, -40.0[95% CI, -41.8 to -38.2]). There were 51.7 and 60.8 MACE per 1000PY among non-frail statin-users vs nonusers (wIRD/1000PY, -9.1[95% CI, -9.7 to -8.5]), and 88.2 and 102.0 MACE per 1000PY among frail statin-users vs nonusers (wIRD/1000PY, -13.8[95% CI, -16.2 to -11.4]). There were no significant interactions by frailty for statin users vs non-users by either mortality or MACE outcomes, p-interaction 0.770 and 0.319, respectively. Statin use was associated with lower risk of all-cause mortality (HR, 0.61 (0.60-0.61)) and MACE (HR 0.86 (0.85-0.87)). CONCLUSIONS New statin use is associated with a lower risk of mortality and MACE, independent of frailty. These findings should be confirmed in a randomized clinical trial.
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Affiliation(s)
- Ariela R. Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, 150 S Huntington St, Boston, MA 02130
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115
| | - Bing Lu
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
- Department of Public Health, University of Connecticut Health Center, 263 Farmington Ave, Farmington, CT 06030
| | - Yuk-Lam Ho
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
| | - Timothy Treu
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
| | - Ashley Galloway
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
| | - Peter W.F. Wilson
- Atlanta VA Healthcare System, 1670 Clairmont Road, Decatur, GA 30033
- Emory Clinical Cardiology Research Institute, 1462 Clifton Rd NE, 5 Floor, Atlanta, GA 30322
| | - Kelly Cho
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115
- Department of Public Health, University of Connecticut Health Center, 263 Farmington Ave, Farmington, CT 06030
| | - J. Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115
- Department of Public Health, University of Connecticut Health Center, 263 Farmington Ave, Farmington, CT 06030
| | - Karen P. Alexander
- Division of Cardiology, Duke University Medical Center, 10 Duke Medicine Cir, Durham, NC 27710
- Duke Clinical Research Institute, Duke University, 200 Morris Street, Durham, NC 27701
| | - David R. Gagnon
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
| | - Luc Djousse
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, 2 2 Avenue de Lafayette, Boston, MA 02111
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115
| | - Daniel E. Forman
- Section of Geriatric Cardiology, University of Pittsburgh Medical Center, 3471 Fifth Ave, Ste 500 Pittsburgh, PA 15213
- Geriatric Research, Education, and Clinical Center, VA Pittsburgh Healthcare System, 4100 Allequippa St, Pittsburgh, PA 15240
| | - Jane A. Driver
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, 150 S Huntington St, Boston, MA 02130
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115
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21
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Wang P, Tao W, Zhang Z, Xu C, Qiu Y, Xiao W. Assessing causality between inflammatory bowel diseases with frailty index and sarcopenia: a bidirectional Mendelian randomization study. Eur J Med Res 2024; 29:23. [PMID: 38183088 PMCID: PMC10768401 DOI: 10.1186/s40001-023-01614-5] [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: 10/06/2023] [Accepted: 12/22/2023] [Indexed: 01/07/2024] Open
Abstract
BACKGROUND Previous studies have found that frailty and sarcopenia are commonly diagnosed in inflammatory bowel disease (IBD) patients, indicating an association between these conditions. Nonetheless, the cause‒effect connection between IBD, frailty, and sarcopenia remains unclear. METHODS We sourced the genetic variants for the exposures and outcomes from publicly accessible, extensive genome-wide association studies (GWAS). Specifically, we obtained IBD data from the International IBD Genetics Consortium, frailty index (FI) data from the United Kingdom Biobank and Swedish TwinGene, and sarcopenia data from a recent GWAS meta-analysis. Five methods, including inverse variance weighted (IVW), simple mode, MR-Egger, weighted mode, and the weighted median, were used to proceed with MR estimates. We also performed heterogeneity and horizontal pleiotropy tests. RESULTS Our results indicated a positive causal relationship between ulcerative colitis (UC) (IVW: β = 0.014, 95% CI, 0.006 to 0.021, p = 0.001) and Crohn's disease (CD) (IVW: β = 0.012; 95% CI, 0.006 to 0.018, p = 2e-04) with the FI. However, we uncovered no proof of a cause-and-effect relationship between UC (IVW: β = 0.001, 95% CI, -0.015 to 0.017, p = 0.344) or CD (IVW: β = 0.003, 95% CI, -0.009 to 0.015, p = 0.214) and sarcopenia. Additionally, in the inverse order, we also discovered no cause-and-effect connection between FI or sarcopenia on UC or CD in this study. CONCLUSION The MR analysis showed a positive causal association between IBD and FI, indicating that IBD patients may exhibit aging-related characteristics. Therefore, frailty assessments should be conducted as early as possible in IBD patients.
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Affiliation(s)
- Peng Wang
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China
| | - Wei Tao
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China
| | - Zhiqiang Zhang
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China
| | - Cong Xu
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China
| | - Yuan Qiu
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China.
| | - Weidong Xiao
- Department of General Surgery, Xinqiao Hospital, Army Medical University, No. 183 Xinqiao Road, Chongqing, 400037, China.
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Loewenthal J, Berning MJ, Wayne PM, Eckstrom E, Orkaby AR. Holistic frailty prevention: The promise of movement-based mind-body therapies. Aging Cell 2024; 23:e13986. [PMID: 37698149 PMCID: PMC10776124 DOI: 10.1111/acel.13986] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 08/11/2023] [Accepted: 08/16/2023] [Indexed: 09/13/2023] Open
Abstract
Aging is characterized by fundamental cellular and molecular hallmarks that result in physiologic decline of most body systems. This may culminate in frailty, a state of decreased reserve. Because frailty is a state of multisystem dysregulation, multimodal interventions may be necessary to mitigate and prevent progression rather than interventions targeting a single system. Movement-based mind-body therapies, such as tai chi and yoga, are promising multimodal strategies for frailty prevention and treatment given their inherent multicomponent nature. In this review, we summarize the links between hallmarks of aging and frailty and how tai chi and yoga may impact these hallmarks. We review trial evidence for the impact of tai chi and yoga on frailty in older populations and discuss opportunities for future research.
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Affiliation(s)
- Julia Loewenthal
- Division of Aging, Brigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | | | - Peter M. Wayne
- Division of Preventive MedicineBrigham and Women's HospitalBostonMassachusettsUSA
- Osher Center for Integrative Medicine, Brigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Elizabeth Eckstrom
- Division of General Internal Medicine & GeriatricsOregon Health & Science UniversityPortlandOregonUSA
| | - Ariela R. Orkaby
- Division of Aging, Brigham and Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
- New England Geriatric Research, Education, and Clinical Center (GRECC)VA Boston Healthcare SystemBostonMassachusettsUSA
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23
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Orkaby AR, Thomson A, MacFadyen J, Besdine R, Forman DE, Travison TG, Ridker PM. Effect of canakinumab on frailty: A post hoc analysis of the CANTOS trial. Aging Cell 2024; 23:e14029. [PMID: 37927208 PMCID: PMC10776110 DOI: 10.1111/acel.14029] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Revised: 10/19/2023] [Accepted: 10/20/2023] [Indexed: 11/07/2023] Open
Abstract
Although inflammation is strongly associated with frailty, whether medications that lower inflammation decrease frailty is unclear and randomized trial evidence is scant. We sought to test whether canakinumab, a therapeutic monoclonal antibody that inhibits IL-1β and reduces C-reactive protein (CRP), can lower frailty risk. This was a post hoc analysis of the Canakinumab ANti-inflammatory Thrombosis Outcome Study (CANTOS), a randomized double-blind placebo-controlled trial of 10,061 stable postmyocardial infarction patients randomized to subcutaneous canakinumab once every 3 months. Incident frailty was measured using a 34-item cumulative-deficit Frailty Index (FI). Time-to-event analysis using intent to treat. A total of 9942 CANTOS participants had data to calculate a baseline FI. Median age was 61 (IQR 54-68); 74% were male, 12% Asian, 3% Black, 80% White, and 16% Hispanic/Latino. At baseline, mean FI score was 0.12 and 13% were frail using a cutoff of 0.2. Over 5 years, 1080 participants (12.5%) became frail and mean FI scores increased to 0.14. There was no effect on frailty incidence according to randomization to any canakinumab dose versus placebo over time, HR 1.03 (0.91-1.17), p = 0.63. Results were similar using phenotypic frailty. Additionally, the primary findings of CANTOS in terms of canakinumab-associated cardiovascular event reduction were unchanged in analyses stratified by baseline frailty. In conclusion, among stable adult patients with atherosclerosis, random allocation to interleukin-1b inhibition with canakinumab versus placebo did not lower risk of incident frailty over 5 years. More randomized data are needed to understand the role of targeted anti-inflammatory medications for frailty prevention in older adults.
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Affiliation(s)
- Ariela R. Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center)VA Boston Healthcare SystemBostonMassachusettsUSA
- Division of Aging, Brigham & Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Aerin Thomson
- Center for Cardiovascular Disease Prevention and Cardiovascular Division, Brigham & Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Jean MacFadyen
- Center for Cardiovascular Disease Prevention and Cardiovascular Division, Brigham & Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
| | - Richard Besdine
- Alpert Medical School of Brown UniversityProvidenceRhode IslandUSA
| | - Daniel E. Forman
- Section of Geriatric Cardiology, Department of Medicine (Divisions of Geriatrics and Cardiology)University of Pittsburgh Medical CenterPittsburghPennsylvaniaUSA
- Geriatric Research, Education, and Clinical CenterVA Pittsburgh Healthcare SystemPittsburghPennsylvaniaUSA
| | - Thomas G. Travison
- Marcus Institute for Aging Research, Hebrew SeniorLifeHarvard Medical SchoolBostonMassachusettsUSA
| | - Paul M. Ridker
- Center for Cardiovascular Disease Prevention and Cardiovascular Division, Brigham & Women's HospitalHarvard Medical SchoolBostonMassachusettsUSA
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24
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Barayev O, Hawley CE, Wellman H, Gerlovin H, Hsu W, Paik JM, Mandel EI, Liu CK, Djoussé L, Gaziano JM, Gagnon DR, Orkaby AR. Statins, Mortality, and Major Adverse Cardiovascular Events Among US Veterans With Chronic Kidney Disease. JAMA Netw Open 2023; 6:e2346373. [PMID: 38055276 DOI: 10.1001/jamanetworkopen.2023.46373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/07/2023] Open
Abstract
Importance There are limited data for the utility of statins for primary prevention of atherosclerotic cardiovascular disease (ASCVD) and death in adults with chronic kidney disease (CKD). Objective To evaluate the association of statin use with all-cause mortality and major adverse cardiovascular events (MACE) among US veterans older than 65 years with CKD stages 3 to 4. Design, Setting, and Participants This cohort study used a target trial emulation design for statin initiation among veterans with moderate CKD (stages 3 or 4) using nested trials with a propensity weighting approach. Linked Veterans Affairs (VA) Healthcare System, Medicare, and Medicaid data were used. This study considered veterans newly diagnosed with moderate CKD between 2005 and 2015 in the VA, with follow-up through December 31, 2017. Veterans were older than 65 years, within 5 years of CKD diagnosis, had no prior ASCVD or statin use, and had at least 1 clinical visit in the year prior to trial baseline. Eligibility criteria were assessed for each nested trial, and Cox proportional hazards models with bootstrapping were run. Analysis was conducted from July 2021 to October 2023. Exposure Statin initiation vs none. Main Outcomes and Measures Primary outcome was all-cause mortality; secondary outcome was time to first MACE (myocardial infarction, transient ischemic attack, stroke, revascularization, or mortality). Results Included in the analysis were 14 828 veterans. Mean (SD) age at CKD diagnosis was 76.9 (8.2) years, 14 616 (99%) were men, 10 539 (72%) White, and 2568 (17%) Black. After expanding to person-trials and assessing eligibility at each baseline, there were 151 243 person-trials (14 685 individuals) of nonstatin initiators and 2924 person-trials (2924 individuals) of statin initiators included. Propensity score adjustment via overlap weighting with nonparametric bootstrapping resulted in covariate balance, with mean (SD) follow-up of 3.6 (2.7) years. The hazard ratio for all-cause mortality was 0.91 (95% CI, 0.85-0.97) comparing statin initiators to noninitiators. The hazard ratio for MACE was 0.96 (95% CI, 0.91-1.02). Results remained consistent in prespecified subgroup analyses. Conclusions and Relevance In this target trial emulation of statin initiation in US veterans older than 65 years with CKD stages 3 to 4 and no prior ASCVD, statin initiation was significantly associated with a lower risk of all-cause mortality but not MACE. Results should be confirmed in a randomized clinical trial.
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Affiliation(s)
- Odeya Barayev
- Ben Gurion University of the Negev, Be'er Sheva, Israel
| | - Chelsea E Hawley
- New England Geriatric Research Education and Clinical Center, Bedford and Boston, Massachusetts
| | - Helen Wellman
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
| | - Hanna Gerlovin
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
| | - Whitney Hsu
- VA Boston Healthcare System, Department of Pharmacy, Boston, Massachusetts
| | - Julie M Paik
- New England Geriatric Research Education and Clinical Center, Bedford and Boston, Massachusetts
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
- Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ernest I Mandel
- Division of Renal Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Christine K Liu
- Section of Geriatrics, Department of Medicine, Stanford University School of Medicine, Stanford, California
- Geriatric Research Education and Clinical Center, Palo Alto VA Medical Center, Palo Alto, California
| | - Luc Djoussé
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
- Division of Aging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - J Michael Gaziano
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
- Division of Aging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - David R Gagnon
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
- Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts
| | - Ariela R Orkaby
- New England Geriatric Research Education and Clinical Center, Bedford and Boston, Massachusetts
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston
- Division of Aging, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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25
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Hammel IS, Tosi DM, Tang F, Pott H, Ruiz JG. Frailty as a risk factor for post-acute sequelae of COVID-19 among US veterans during the Delta and Omicron waves. J Am Geriatr Soc 2023; 71:3826-3835. [PMID: 37725480 DOI: 10.1111/jgs.18584] [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: 03/20/2023] [Revised: 07/17/2023] [Accepted: 08/14/2023] [Indexed: 09/21/2023]
Abstract
BACKGROUND Older populations have suffered the highest rates of SARS-CoV-2 infection and associated complications, including Post-Acute Sequelae of SARS-CoV-2 infection (PASC). Frailty is a geriatric syndrome that often coexists with COVID-19 infection. The vulnerability to stressors caused by multisystemic dysfunction that characterizes frailty may predispose older adults to develop PASC. METHODS Retrospective cohort study using the VA COVID-19 Shared Data Resource to identify US veterans testing positive for SARS-CoV-2 between July 2021 and February 2022, without prior positive tests and who were alive 30 days after infection. Frailty was calculated using a 31-item VA Frailty Index generated from electronic health records. We categorized Veterans into robust (FI ≤ 0.10), prefrail (FI: >0.10- < 0.21), and frail (FI ≥ 0.21). We assessed the association between frailty and PASC and vaccination and PASC using Cox survival model, adjusting for covariates. RESULTS We identified 245,857 COVID-19-positive veterans surviving 30 days after infection. The mean age was 57.5 ± 16.5 years; 87.2% were males, 68.1% were white, and 9.0% were Hispanic. Almost half of the sample (48.9%) were classified as robust, while 28.3% were pre-frail and 22.7% were frail; 99,886 (40.6%) were fully vaccinated, and 33,516 (13.6%) received booster doses. Over a median follow-up of 143 days (IQR = 101), 23,890 (9.7%) patients developed PASC. Within 6 months after infection, frailty and pre-frailty were associated with a 41% (adjusted HR [aHR]:1.40 (95% CI: 1.35-1.47) and 15% (aHR: 1.17 (95% CI: 1.11-1.19) increase in the risk of PASC compared with the robust, respectively. Vaccination and booster doses before infection were associated with a 27% (aHR: 0.73 (95% CI: 0.71-0.75) and 33% (aHR: 0.66 (95% CI: 0.63-0.69) reduction in the risk of developing PASC, respectively. CONCLUSIONS Frailty was associated with an increased risk of developing PASC. Vaccination was associated with a decreased risk of PASC, further reduced by booster doses. Early recognition of frailty in patients with COVID-19 may assist in the early identification and management of PASC.
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Affiliation(s)
- Iriana S Hammel
- Geriatric Research Education and Clinical Center, Miami VA Healthcare System, Miami, Florida, USA
- Division of Geriatrics and Palliative Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Dominique M Tosi
- Geriatric Research Education and Clinical Center, Miami VA Healthcare System, Miami, Florida, USA
- Division of Geriatrics and Palliative Medicine, University of Miami Miller School of Medicine, Miami, Florida, USA
| | - Fei Tang
- Geriatric Research Education and Clinical Center, Miami VA Healthcare System, Miami, Florida, USA
| | - Henrique Pott
- Department of Medicine, Universidade Federal de São Carlos, São Carlos, São Paulo, Brazil
| | - Jorge G Ruiz
- Geriatric Research Education and Clinical Center, Miami VA Healthcare System, Miami, Florida, USA
- Division of Geriatric Medicine, Memorial Healthcare System, Hollywood, Florida, USA
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26
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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: 0] [Impact Index Per Article: 0] [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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Affiliation(s)
- Clark DuMontier
- Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Aging, Brigham and Women’s Hospital, Boston, MA, USA
- Dana-Farber Cancer Institute
| | - Robert Hennis
- Texas Tech University Health Sciences Center, El Paso, TX
| | - Cenk Yildirim
- VA Providence Healthcare, Providence, Rhode Island, USA
| | - Benjamin J. Seligman
- Geriatric Research, Education and Clinical Center, VA Greater Los Angeles, Los Angeles, CA, USA
| | | | - Brooke L. Lubinski
- Harvard Medical School, Boston, MA, USA
- Beth Israel Deaconess Medical Center, Boston, MA, USA
| | | | - Mayuri Dharne
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), Boston, MA, USA
- VA Boston CSP Center, Boston, MA, USA
| | - Dae Hyun Kim
- Harvard Medical School, Boston, MA, USA
- Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
| | - Andrea Wershof Schwartz
- Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Aging, Brigham and Women’s Hospital, Boston, MA, USA
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jane A. Driver
- Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Aging, Brigham and Women’s Hospital, Boston, MA, USA
| | - Nathanael R. Fillmore
- Harvard Medical School, Boston, MA, USA
- Dana-Farber Cancer Institute
- UMass Memorial Med Center, Worcester, MA, USA
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), Boston, MA, USA
| | - Ariela R. Orkaby
- Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Division of Aging, Brigham and Women’s Hospital, Boston, MA, USA
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La J, Lee MH, Brophy MT, Do NV, Driver JA, Tuck DP, Fillmore NR, Dumontier C. Baseline correlates of frailty and its association with survival in United States veterans with acute myeloid leukemia. Leuk Lymphoma 2023; 64:2081-2090. [PMID: 37671705 DOI: 10.1080/10428194.2023.2254434] [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: 06/08/2023] [Revised: 08/09/2023] [Accepted: 08/27/2023] [Indexed: 09/07/2023]
Abstract
Frailty is an important construct to measure in acute myeloid leukemia (AML). We used the Veterans Affairs Frailty Index (VA-FI) - calculated using readily available data within the VA's electronic health records - to measure frailty in U.S. veterans with AML. Of the 1166 newly diagnosed and treated veterans with AML between 2012 and 2022, 722 (62%) veterans with AML were classified as frail (VA-FI > 0.2). At a median follow-up of 252.5 days, moderate-severely frail veterans had significantly worse survival than mildly frail, and non-frail veterans (median survival 179 vs. 306 vs. 417 days, p < .001). Increasing VA-FI severity was associated with higher mortality. A model with VA-FI in addition to the European LeukemiaNet (ELN) risk classification and other covariates statistically outperformed a model containing the ELN risk and other covariates alone (p < .001). These findings support the VA-FI as a tool to expand frailty measurement in research and clinical practice for informing prognosis in veterans with AML.
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Affiliation(s)
- Jennifer La
- CSP Informatics Center, Massachusetts Veterans Epidemiology Research and Information Center, Boston, MA, USA
| | - Michelle H Lee
- Department of Internal Medicine, Section of Hematology and Medical Oncology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA, USA
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Mary T Brophy
- CSP Informatics Center, Massachusetts Veterans Epidemiology Research and Information Center, Boston, MA, USA
- Department of Internal Medicine, Section of Hematology and Medical Oncology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA, USA
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
| | - Nhan V Do
- CSP Informatics Center, Massachusetts Veterans Epidemiology Research and Information Center, Boston, MA, USA
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA, USA
| | - Jane A Driver
- New England Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Division of Aging, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - David P Tuck
- Department of Internal Medicine, Section of Hematology and Medical Oncology, Boston University Chobanian & Avedisian School of Medicine and Boston Medical Center, Boston, MA, USA
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
| | - Nathanael R Fillmore
- CSP Informatics Center, Massachusetts Veterans Epidemiology Research and Information Center, Boston, MA, USA
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Clark Dumontier
- New England Geriatric Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA, USA
- Division of Aging, Brigham and Women's Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
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Yoshiyuki N, Ishihara T, Kono A, Fukushima N, Miura T, Kaneko K. Do Home- and Community-Based Services Delay Frailty Onset in Older Adults With Low Care Needs? J Am Med Dir Assoc 2023; 24:1663-1668. [PMID: 37442197 DOI: 10.1016/j.jamda.2023.05.036] [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: 01/03/2023] [Revised: 05/30/2023] [Accepted: 05/31/2023] [Indexed: 07/15/2023]
Abstract
OBJECTIVES To assess whether using adult day services or personal assistance services can delay the onset of frailty among older adults with low care needs during a 5-year follow-up study. DESIGN This prospective cohort study was conducted using long-term care and health insurance claims data. SETTING AND PARTICIPANTS This was a population-based study of 3 municipalities in Osaka, Japan. Initially, 655 nonfrail or prefrail individuals were included from a cohort of 790 population-based adults aged ≥65 years, who were newly certified as being on a support level of the long-term care insurance program from September 2012 to March 2013. METHODS Using long-term care and health insurance claims data from the Southern Osaka Health and Aging Study, conducted between April 2012 and March 2017, monthly usage of adult day and personal assistance services was measured. Data were analyzed from December 2021 to January 2022. RESULTS Of the 655 individuals (median age at baseline: 79 years), 436 (66.6%) were female, 388 (59.2%) were nonfrail, and 267 (40.8%) were prefrail, according to the Veterans Affairs Frailty Index. During the 5-year follow-up period, 222 individuals (33.9%) experienced the onset of frailty. The time-dependent Cox regression models showed that using adult day services lowered the risk of frailty when compared with not using such services [hazard ratio (HR) 0.60, 95% CI 0.42-0.86; P = .006], although personal assistance services usage was not associated with the onset of frailty (HR 0.70, 95% CI 0.48-1.03, P = .07). CONCLUSIONS AND IMPLICATIONS Using adult day services lowered the risk of frailty in older adults with low care needs over the 5-year follow-up period. The findings support the value of providing adult day services to prevent frailty for those in need of long-term care.
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Affiliation(s)
- Noriko Yoshiyuki
- Department of Community-based Integrated Care Science, School of Nursing, Osaka Metropolitan University, Osaka, Japan.
| | - Takuma Ishihara
- Advanced Medical Care and Clinical Research Center, Gifu University Hospital, Gifu, Japan
| | - Ayumi Kono
- Department of Community-based Integrated Care Science, School of Nursing, Osaka Metropolitan University, Osaka, Japan
| | - Naomi Fukushima
- Department of Community-based Integrated Care Science, School of Nursing, Osaka Metropolitan University, Osaka, Japan; Life and Welfare Division, Welfare Department, Izumi City Municipal, Osaka, Japan
| | - Takeshi Miura
- Department of Home Health Nursing, School of Nursing, Osaka City University, Osaka, Japan
| | - Katsunori Kaneko
- School of Economics, Osaka Metropolitan University, Osaka, Japan
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Orkaby AR, Huan T, Intrator O, Cai S, Schwartz AW, Wieland D, Hall DE, Figueroa JF, Strom JB, Kim DH, Driver JA, Kinosian B. Comparison of Claims-Based Frailty Indices in U.S. Veterans 65 and Older for Prediction of Long-Term Institutionalization and Mortality. J Gerontol A Biol Sci Med Sci 2023; 78:2136-2144. [PMID: 37395654 PMCID: PMC10613003 DOI: 10.1093/gerona/glad157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Indexed: 07/04/2023] Open
Abstract
BACKGROUND Frailty is increasingly recognized as a useful measure of vulnerability in older adults. Multiple claims-based frailty indices (CFIs) can readily identify individuals with frailty, but whether 1 CFI improves prediction over another is unknown. We sought to assess the ability of 5 distinct CFIs to predict long-term institutionalization (LTI) and mortality in older Veterans. METHODS Retrospective study conducted in U.S. Veterans ≥65 years without prior LTI or hospice use in 2014. Five CFIs were compared: Kim, Orkaby (Veteran Affairs Frailty Index [VAFI]), Segal, Figueroa, and the JEN-FI, grounded in different theories of frailty: Rockwood cumulative deficit (Kim and VAFI), Fried physical phenotype (Segal), or expert opinion (Figueroa and JFI). The prevalence of frailty according to each CFI was compared. CFI performance for the coprimary outcomes of any LTI or mortality from 2015 to 2017 was examined. Because Segal and Kim include age, sex, or prior utilization, these variables were added to regression models to compare all 5 CFIs. Logistic regression was used to calculate model discrimination and calibration for both outcomes. RESULTS A total of 3 million Veterans were included (mean age 75, 98% male participants, 80% White, and 9% Black). Frailty was identified for between 6.8% and 25.7% of the cohort with 2.6% identified as frail by all 5 CFIs. There was no meaningful difference between CFIs in the area under the receiver operating characteristic curve for LTI (0.78-0.80) or mortality (0.77-0.79). CONCLUSIONS Based on different frailty constructs, and identifying different subsets of the population, all 5 CFIs similarly predicted LTI or death, suggesting each could be used for prediction or analytics.
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Affiliation(s)
- Ariela R Orkaby
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Tianwen Huan
- Geriatrics and Extended Care Data and Analysis Center, Canandaigua VA Medical Center, Canandaigua, New York, USA
- Department of Public Health Sciences, University of Rochester, Rochester, New York, USA
| | - Orna Intrator
- Geriatrics and Extended Care Data and Analysis Center, Canandaigua VA Medical Center, Canandaigua, New York, USA
- Department of Public Health Sciences, University of Rochester, Rochester, New York, USA
| | - Shubing Cai
- Geriatrics and Extended Care Data and Analysis Center, Canandaigua VA Medical Center, Canandaigua, New York, USA
- Department of Public Health Sciences, University of Rochester, Rochester, New York, USA
| | - Andrea W Schwartz
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Darryl Wieland
- Geriatrics and Extended Care Data and Analysis Center, Canandaigua VA Medical Center, Canandaigua, New York, USA
- Biodemography of Aging Research Unit, Duke University, Durham, North Carolina, USA
| | - Daniel E Hall
- Center for Health Equity Research and Promotion; and Pittsburgh GRECC, Veterans Affairs Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Department of Surgery, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA
| | - Jose F Figueroa
- Department of Health Policy and Management, Harvard T. H. Chan School of Public Health, Boston, Massachusetts, USA
| | - Jordan B Strom
- Division of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Harvard Medical School Boston, Boston, Massachusetts, USA
- Richard A and Susan F Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Dae H Kim
- The Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, Massachusetts, USA
| | - Jane A Driver
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, Boston, Massachusetts, USA
- Division of Aging, Brigham & Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Bruce Kinosian
- Geriatrics and Extended Care Data Analysis Center and Center for Health Equity Research and Promotion, Cpl. Michael J Crescenz VA Medical Center, Philadelphia, Pennsylvania, USA
- Department of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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DuMontier C, La J, Bihn J, Corrigan J, Yildirim C, Dharne M, Hassan H, Yellapragada S, Abel GA, Gaziano JM, Do NV, Brophy M, Kim DH, Munshi NC, Fillmore NR, Driver JA. More intensive therapy as more effective treatment for frail patients with multiple myeloma [corrected]. Blood Adv 2023; 7:6275-6284. [PMID: 37582048 PMCID: PMC10589796 DOI: 10.1182/bloodadvances.2023011019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 08/07/2023] [Accepted: 08/07/2023] [Indexed: 08/17/2023] Open
Abstract
Although randomized controlled trial data suggest that the more intensive triplet bortezomib-lenalidomide-dexamethasone (VRd) is superior to the less intensive doublet lenalidomide-dexamethasone (Rd) in patients newly diagnosed with multiple myeloma (MM), guidelines have historically recommended Rd over VRd for patients who are frail and may not tolerate a triplet. We identified 2573 patients (median age, 69.7 years) newly diagnosed with MM who were initiated on VRd (990) or Rd (1583) in the national US Veterans Affairs health care System from 2004 to 2020. We measured frailty using the Veterans Affairs Frailty Index. To reduce imbalance in confounding, we matched patients for MM stage and 1:1 based on a propensity score. Patients who were moderate-severely frail had a higher prevalence of stage III MM and myeloma-related frailty deficits than patients who were not frail. VRd vs Rd was associated with lower mortality (hazard ratio [HR], 0.81; 95% confidence interval [CI], 0.70-0.94) in the overall matched population. Patients who were moderate-severely frail demonstrated the strongest association (HR 0.74; 95% CI, 0.56-0.97), whereas the association weakened in those who were mildly frail (HR, 0.80; 95% CI, 0.61-1.05) and nonfrail (HR, 0.86; 95% CI, 0.67-1.10). VRd vs Rd was associated with a modestly higher incidence of hospitalizations in the overall population, but this association weakened in patients who were moderate-severely frail. Our findings confirm the benefit of VRd over Rd in US veterans and further suggest that this benefit is strongest in patients with the highest levels of frailty, arguing that more intensive treatment of myeloma may be more effective treatment of frailty itself.
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Affiliation(s)
- Clark DuMontier
- New England Geriatrics Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA
- Division of Aging, Brigham and Women's Hospital, Boston, MA
- Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - Jennifer La
- Harvard Medical School, Boston, MA
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - John Bihn
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - June Corrigan
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - Cenk Yildirim
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - Mayuri Dharne
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - Hamza Hassan
- Chobanian and Avedisian School of Medicine, Boston University, Boston, MA
- Boston Medical Center, Boston, MA
| | - Sarvari Yellapragada
- Debakey VA Medical Center and Dan L. Duncan Cancer Center, Baylor College of Medicine, Houston, TX
| | - Gregory A Abel
- Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
| | - J Michael Gaziano
- Division of Aging, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
| | - Nhan V Do
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
- Chobanian and Avedisian School of Medicine, Boston University, Boston, MA
| | - Mary Brophy
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
- Chobanian and Avedisian School of Medicine, Boston University, Boston, MA
| | - Dae H Kim
- Harvard Medical School, Boston, MA
- Hebrew SeniorLife and Marcus Institute for Aging Research, Boston, MA
| | - Nikhil C Munshi
- Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
- Veterans Affairs, Boston Healthcare System, Boston, MA
| | - Nathanael R Fillmore
- Division of Aging, Brigham and Women's Hospital, Boston, MA
- Dana-Farber Cancer Institute, Boston, MA
- Harvard Medical School, Boston, MA
- Massachusetts Veterans Epidemiology Research and Information Center, VA Boston Healthcare System, Boston, MA
- Chobanian and Avedisian School of Medicine, Boston University, Boston, MA
| | - Jane A Driver
- New England Geriatrics Research, Education and Clinical Center, VA Boston Healthcare System, Boston, MA
- Division of Aging, Brigham and Women's Hospital, Boston, MA
- Harvard Medical School, Boston, MA
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Lee YC, Lin JK, Ko D, Cheng S, Patorno E, Glynn RJ, Tsacogianis T, Kim DH. Frailty and uptake of angiotensin receptor neprilysin inhibitor for heart failure with reduced ejection fraction. J Am Geriatr Soc 2023; 71:3110-3121. [PMID: 37345734 PMCID: PMC10592538 DOI: 10.1111/jgs.18481] [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: 01/24/2023] [Revised: 05/18/2023] [Accepted: 05/26/2023] [Indexed: 06/23/2023]
Abstract
BACKGROUND Frail older adults may be less likely to receive guideline-directed medical therapy (GDMT)-renin-angiotensin blockers, beta-blockers, and mineralocorticoid receptor antagonists-for heart failure with reduced ejection fraction (HFrEF). We aimed to examine the uptake of angiotensin receptor neprilysin inhibitor (ARNI) and GDMT in frail older adults with HFrEF. METHODS Using 2015-2019 Medicare data, we estimated the proportion of beneficiaries with HFrEF receiving ARNI and GDMT each year by frailty status, defined by a claims-based frailty index. Logistic regression was used to identify clinical characteristics associated with ARNI initiation. Cox proportional hazards regression was used to examine the association of GDMT use in 2015 and death or heart failure hospitalization in 2016-2019. RESULTS Among 147,506-180,386 beneficiaries with HFrEF (mean age: 77 years; 27% women; 42.6-49.1% frail) in 2015-2019, the proportion of patients receiving ARNI increased in both non-frail (0.4%-16.4%) and frail (0.3%-13.7%) patients (p for yearly-trend-by-frailty = 0.970). Among those not receiving a renin-angiotensin system blocker, patients with age ≥ 85 years (odds ratio [95% CI], 0.89 [0.80-0.99]), dementia (0.88 [0.81-0.96]), and frailty (0.87 [0.81-0.94]) were less likely to initiate ARNI. The proportion of patients receiving all 3 GDMT classes increased in non-frail patients (22.0%-27.0%) but changed minimally in frail patients (19.6%-21.8%). Regardless of frailty status, treatment with at least 1 class of GDMT was associated with lower death or heart failure hospitalization than no GDMT medications (hazard ratio [95% CI], 0.94 [0.91-0.97], 0.92 [0.89-0.94], 0.94 [0.91-0.97] for 1, 2, and 3 classes, respectively). CONCLUSIONS Our results suggest an evidence-practice gap in the use of ARNI and GDMT in Medicare beneficiaries with HFrEF, particularly those with frailty. Efforts to narrow this gap are needed to reduce the burden of HFrEF in older adults.
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Affiliation(s)
- Yu-Chien Lee
- Harvard T.H. Chan School of Public Health, Boston, MA
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA
- Department of Family Medicine, Chang Gung Memorial Hospital, Linko Branch, Taiwan
| | - Joshua K. Lin
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Darae Ko
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA
- Section of Cardiovascular Medicine, Boston University School of Medicine, Boston, MA
| | - Susan Cheng
- Department of Cardiology, Cedars-Sinai Medical Center, Los Angeles, CA
| | - Elisabetta Patorno
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Robert J. Glynn
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Theodore Tsacogianis
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA
- Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women’s Hospital, Boston, MA
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Hamiduzzaman A, Wu R, Murray V, Kalantar-Zadeh K, Streja E, Sy J. Comparing the Fried frailty phenotype versus the Veterans Affairs frailty index among dialysis dependent patients. Hemodial Int 2023; 27:444-453. [PMID: 37318050 DOI: 10.1111/hdi.13101] [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: 03/01/2023] [Revised: 05/15/2023] [Accepted: 05/23/2023] [Indexed: 06/16/2023]
Abstract
INTRODUCTION Frailty in dialysis patients is a modifiable disease state which can increase mortality if left untreated but remains underdiagnosed as frailty evaluations can be arduous or time consuming. We evaluate the agreement between a clinical frailty construct (Fried frailty phenotype, FFP) against and an electronic health record-based Veterans Affairs Frailty Index (VAFI) and their association with mortality. METHODS A retrospective cohort analysis of 764 participants from the ACTIVE/ADIPOSE study was performed. Frailty as measured by VAFI and FFP was obtained and Kappa statistic estimating concordance between the two scores were calculated. Differences in mortality risk were analyzed according to presence or absence of frailty. FINDINGS When assessing agreement between the VAFI and FFP, the kappa statistic was 0.09 (95% confidence interval [CI] 0.02-0.16) suggesting a low level of agreement. Frailty was independently associated with higher mortality risk (hazards ratio [HR] 1.40-1.42 in fully adjusted models depending upon frailty construct). Discordantly frail patients by construct had a higher risk of mortality though this was not statistically significant after adjustment. However, concordantly frail patients had much higher mortality risk compared to concordantly nonfrail (adjusted HR 2.08, 95% CI 1.44-3.01). DISCUSSION Poor agreement between constructs is likely reflective of the multifactorial definition of frailty. While further longitudinal studies are needed to determine if the VAFI would be beneficial in the reassessment of frailty, it may be beneficial as a cue for further frailty testing (e.g., with FFP) with the combination of multiple frail constructs providing improved prognostic information.
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Affiliation(s)
- Anum Hamiduzzaman
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Veterans Affairs Long Beach Healthcare System, Division of Nephrology, Long Beach, California, USA
| | - Ruoxue Wu
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Victoria Murray
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
| | - Kamyar Kalantar-Zadeh
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Veterans Affairs Long Beach Healthcare System, Division of Nephrology, Long Beach, California, USA
| | - Elani Streja
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Veterans Affairs Long Beach Healthcare System, Division of Nephrology, Long Beach, California, USA
| | - John Sy
- Harold Simmons Center for Kidney Disease Research and Epidemiology, Division of Nephrology and Hypertension, University of California Irvine, School of Medicine, Orange, California, USA
- Veterans Affairs Long Beach Healthcare System, Division of Nephrology, Long Beach, California, USA
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Chao LL. Examining the current health of Gulf War veterans with the veterans affairs frailty index. Front Neurosci 2023; 17:1245811. [PMID: 37746142 PMCID: PMC10512703 DOI: 10.3389/fnins.2023.1245811] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Accepted: 08/15/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Gulf War Illness (GWI) is a chronic, multisymptom (e.g., fatigue, muscle/joint pain, memory and concentration difficulties) condition estimated to affect 25-32% of Gulf War (GW) veterans. Longitudinal studies suggest that few veterans with GWI have recovered over time and that deployed GW veterans may be at increased risks for age-related conditions. Methods We performed a retrospective cohort study to examine the current health status of 703 GW veterans who participated in research studies at the San Francisco VA Health Care System (SFVAHCS) between 2002 and 2018. We used the Veterans Affairs Frailty Index (VA-FI) as a proxy measure of current health and compared the VA-FIs of GW veterans to a group of randomly selected age- and sex-matched, non-GW veterans. We also examined GW veterans' VA-FIs as a function of different GWI case definitions and in relationship to deployment-related experiences and exposures. Results Compared to matched, non-GW veterans, GW veterans had lower VA-FIs (0.10 ± 0.10 vs. 0.12 ± 0.11, p < 0.01). However, the subset of GW veterans who met criteria for severe Chronic Multisymptom Illness (CMI) at the time of the SFVAHCS studies had the highest VA-FI (0.13 ± 0.10, p < 0.001). GW veterans who had Kansas GWI exclusionary conditions had higher VA-FI (0.12 ± 0.12, p < 0.05) than veterans who were Kansas GWI cases (0.08 ± 0.08) and controls (i.e., veterans with little or no symptoms, 0.04 ± 0.06) at the time of the SFVAHCS research studies. The VA-FI was positively correlated with several GW deployment-related exposures, including the frequency of wearing flea collars. Discussion Although GW veterans, as a group, were less frail than non-GW veterans, the subset of GW veterans who met criteria for severe CDC CMI and/or who had Kansas GWI exclusionary conditions at the time of the SFVAHCS research studies were frailest at index date. This suggests that many ongoing studies of GWI that use the Kansas GWI criteria may not be capturing the group of GW veterans who are most at risk for adverse chronic health outcomes.
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Affiliation(s)
- Linda L. Chao
- Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, San Francisco, CA, United States
- San Francisco Veterans Affairs Health Care System, San Francisco, CA, United States
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Cheng JJ, Tooze JA, Callahan KE, Pajewski NM, Pardee TS, Reed DR, Klepin HD. Assessment of an embedded primary care-derived electronic health record (EHR) frailty index (eFI) in older adults with acute myeloid leukemia. J Geriatr Oncol 2023; 14:101509. [PMID: 37454532 PMCID: PMC10977044 DOI: 10.1016/j.jgo.2023.101509] [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: 02/28/2023] [Revised: 03/24/2023] [Accepted: 04/24/2023] [Indexed: 07/18/2023]
Abstract
INTRODUCTION Assessing frailty is integral to treatment decision-making for older adults with acute myeloid leukemia (AML). Prior electronic frailty indices (eFI) derive from an accumulated-deficit model and are associated with mortality in older primary care populations. We evaluated use of an embedded eFI in AML by describing baseline eFI categories by treatment type and exploring associations between eFI categories, survival, and treatment received. MATERIALS AND METHODS This was a retrospective study of subjects ≥60 years old with new AML treated at an academic medical center from 1/2018-10/2020. The eFI requires ≥2 ambulatory visits over two years and uses demographics, vitals, ICD-10 codes, outpatient labs, and available functional information from Medicare Annual Wellness Visits. Frailty was defined as fit (eFI ≤ 0.10), pre-frail (0.10 < eFI ≤ 0.21), and frail (eFI > 0.21). Chemotherapy was intensive (anthracycline-based) or less-intensive (hypomethylating agent, low dose cytarabine +/- venetoclax). Therapy type, pre-treatment characteristics, and chemotherapy cycles were compared by eFI category using chi-square and Fisher's exact tests and ANOVA. Median survival was compared by eFI category using log-rank tests stratified by therapy type. RESULTS Among 166 older adults treated for AML (mean age 74 years, 61% male, 85% Caucasian), only 79 (48%) had a calculable eFI score before treatment. Of these, baseline eFI category was associated with treatment received (fit (n = 31): 68% intensive, 32% less intensive; pre-frail (n = 38): 37% intensive, 63% less intensive; frail (n = 10): 0% intensive, 100% less intensive; not calculable (n = 87): 48% intensive, 52% less-intensive; p < 0.01). The prevalence of congestive heart failure and secondary AML differed by frailty status (p < 0.01). Median survival did not differ between eFI categories for intensively (p = 0.48) or less-intensively (p = 0.09) treated patients. For those with less-intensive therapy who lived ≥6 months, eFI category was not associated with the number of chemotherapy cycles received (p = 0.97). The main reason for an incalculable eFI was a lack of outpatient visits in our health system prior to AML diagnosis. DISCUSSION A primary care-derived eFI was incalculable for half of older adults with AML at an academic medical center. Frailty was associated with chemotherapy intensity but not survival or treatment duration. Next steps include testing adaptations of the eFI to the AML setting.
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Affiliation(s)
- Justin J Cheng
- Wake Forest University School of Medicine, Department of Medicine, United States of America.
| | - Janet A Tooze
- Wake Forest University School of Medicine, Division of Public Health Sciences, Department of Biostatistics and Data Science, United States of America
| | - Kathryn E Callahan
- Wake Forest University School of Medicine, Department of Medicine, Section of Gerontology and Geriatric Medicine, United States of America
| | - Nicholas M Pajewski
- Wake Forest University School of Medicine, Division of Public Health Sciences, Department of Biostatistics and Data Science, United States of America
| | - Timothy S Pardee
- Wake Forest University School of Medicine, Department of Medicine, Section of Hematology and Oncology, Wake Forest University School of Medicine, 1 Medical Center Blvd., Winston-Salem, NC 27157, United States of America
| | - Daniel R Reed
- Wake Forest University School of Medicine, Department of Medicine, Section of Hematology and Oncology, Wake Forest University School of Medicine, 1 Medical Center Blvd., Winston-Salem, NC 27157, United States of America
| | - Heidi D Klepin
- Wake Forest University School of Medicine, Department of Medicine, Section of Hematology and Oncology, Wake Forest University School of Medicine, 1 Medical Center Blvd., Winston-Salem, NC 27157, United States of America
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Kochar A, Deo SV, Charest B, Peterman-Rocha F, Elgudin Y, Chu D, Yeh RW, Rao SV, Kim DH, Driver JA, Hall DE, Orkaby AR. Preoperative frailty and adverse outcomes following coronary artery bypass grafting surgery in US veterans. J Am Geriatr Soc 2023; 71:2736-2747. [PMID: 37083188 PMCID: PMC10524307 DOI: 10.1111/jgs.18390] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2022] [Revised: 03/20/2023] [Accepted: 03/24/2023] [Indexed: 04/22/2023]
Abstract
BACKGROUND Contemporary guidelines emphasize the value of incorporating frailty into clinical decision-making regarding revascularization strategies for coronary artery disease. Yet, there are limited data describing the association between frailty and longer-term mortality among coronary artery bypass grafting (CABG) patients. METHODS We conducted a retrospective cohort study (2016-2020, 40 VA medical centers) of US veterans nationwide that underwent coronary artery bypass grafting (CABG). Frailty was quantified by the Veterans Administration Frailty Index (VA-FI), which applies the cumulative deficit method to render a proportion of 30 pertinent diagnosis codes. Patients were classified as non-frail (VA-FI ≤ 0.1), pre-frail (0.1 < VA-FI ≤ 0.2), or frail (VA-FI > 0.2). We used Cox proportional hazards models to ascertain the association of frailty with all-cause mortality. Our primary study outcome was 5-year all-cause mortality; the co-primary outcome was days alive and out of the hospital within the first postoperative year. RESULTS There were 13,554 CABG patients (median 69 years, 79% White, 1.5% women). The mean pre-operative VA-FI was 0.21 (SD: 0.11); 31% were pre-frail (VA-FI: 0.17) and 47% were frail (VA-FI: 0.31). Frail patients were older and had higher co-morbidity burdens than pre-frail and non-frail patients. Compared with non-frail patients (13.0% [11.4, 14.7]), there was a significant association between frail and pre-frail patients and increased cumulative 5-year all-cause mortality (frail: 24.8% [23.3, 26.1]; HR: 1.75 [95% CI 1.54, 2.00]; pre-frail 16.8% [95% CI 15.3, 18.4]; HR 1.2 [1.08,1.34]). Compared with non-frail patients (mean 362[SD 12]), pre-frail (mean 361 [SD 14]; p < 0.01) and frail patients (mean 358[SD 18]; p < 0.01) spent fewer days alive and out of the hospital in the first postoperative year. CONCLUSIONS Pre-frailty and frailty were prevalent among US veterans undergoing CABG and associated with worse mid-term outcomes. Given the high prevalence of frailty with attendant adverse outcomes, there may be an opportunity to improve outcomes by identifying and mitigating frailty before surgery.
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Affiliation(s)
- Ajar Kochar
- Department of Cardiovascular Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston USA
- Richard and Susan Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston USA
| | - Salil V Deo
- Surgical Services, Louis Stokes Cleveland VA Medical Center, Cleveland USA
- Case School of Medicine, Case Western Reserve University, Cleveland USA
| | - Brian Charest
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston USA
| | | | - Yakov Elgudin
- Surgical Services, Louis Stokes Cleveland VA Medical Center, Cleveland USA
- Case School of Medicine, Case Western Reserve University, Cleveland USA
| | - Danny Chu
- Division of Cardiac Surgery, University of Pittsburgh, Pittsburgh USA
| | - Robert W Yeh
- Richard and Susan Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston USA
| | - Sunil V Rao
- The Durham Veterans Affairs Healthcare System, Durham, NC, USA
| | - Dae H. Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston USA
| | - Jane A. Driver
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston USA
- New England Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare system, Boston USA
| | - Daniel E Hall
- Wolff Center, University of Pittsburgh Medical Center, Pittsburgh USA
- Center for Health Equity Research and Promotion, Veteran Affairs Pittsburgh Healthcare System, Pittsburgh USA
| | - Ariela R. Orkaby
- Massachusetts Veterans Epidemiology Research and Information Center (MAVERIC), VA Boston Healthcare System, Boston USA
- New England Geriatric Research, Education, and Clinical Center (GRECC), VA Boston Healthcare system, Boston USA
- Division of Aging, Brigham and Women’s Hospital, Harvard Medical School, Boston USA
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Shi S, Steinberg N, Oh G, Olivieri-Mui B, Sison S, McCarthy E, Kim D. Change in a Claims-Based Frailty Index, Mortality, and Health Care Costs in Medicare Beneficiaries. J Gerontol A Biol Sci Med Sci 2023; 78:1198-1203. [PMID: 36630699 PMCID: PMC10329229 DOI: 10.1093/gerona/glad010] [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: 07/20/2022] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND A claims-based frailty index (CFI) allows measurement of frailty on a population scale. Our objective was to examine the association of changes in CFI over 12 months with mortality and Medicare costs. METHODS We used a 5% sample of fee-for-service Medicare beneficiaries. We estimated CFI (range: 0–1: nonfrail (<0.25), mildly frail (0.25–0.34), moderately-to-severely frail (≥0.35) on January 1, 2015 and January 1, 2016. Beneficiaries were categorized as having a large decrease (-<0.045), small decrease (-≤0.045-0.015), stable (±0.015), small increase (>0.015-0.045), or large increase (>0.045). We used Cox proportional hazards model to estimate hazard ratio (HR) for mortality adjusting for age, sex, and 2015 CFI value and compared total Medicare costs from January 1, 2016 to December 31, 2016. RESULTS The study population included 995 664 beneficiaries (mean age 77 years, 56.8% female). In nonfrail (n = 906 046), HR (95% confidence interval [CI]) ranged from 0.71 (0.67-0.75) for a large decrease to 2.75 (2.68-2.33) for a large increase. In moderate-to-severely frail beneficiaries (n = 16 527), the corresponding HR (95% CI) ranged from 0.63 (0.57-0.70) to 1.21 (1.06-1.38). The mean total Medicare cost per member per year (standard deviation) was from $12 149 ($83 508) in nonfrail beneficiaries to $61 155 ($345 904) in moderate-to-severely frail beneficiaries. CONCLUSIONS One-year changes in CFI are associated with elevated mortality risk and health care costs across all levels of frailty.
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Affiliation(s)
- Sandra Miao Shi
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Division of Gerontology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Nessa Steinberg
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Gahee Oh
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Brianne Olivieri-Mui
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
| | - Stephanie Sison
- Division of Gerontology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
| | - Ellen P McCarthy
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
- Bouvé College of Health Sciences, The Roux Institute, Northeastern University, Boston, Massachusetts, USA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, Massachusetts, USA
- Division of Gerontology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA
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Patil T, Cook M, Hobson J, Kaur A, Lee A. Evaluating the Safety of Sodium-Glucose Cotransporter-2 Inhibitors in a Nationwide Veterans Health Administration Observational Cohort Study. Am J Cardiol 2023; 201:281-293. [PMID: 37393731 DOI: 10.1016/j.amjcard.2023.06.016] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/22/2023] [Revised: 05/30/2023] [Accepted: 06/05/2023] [Indexed: 07/04/2023]
Abstract
Sodium-glucose cotransporter-2 inhibitors (SGLT-2is) are indicated in patients with or without type 2 diabetes mellitus atherosclerotic cardiovascular disease, chronic kidney disease, or heart failure. Postmarket surveillance data have identified many safety signals which warrants further investigation. We aimed to compare the safety of SGLT-2i and glucagon-like peptide-1 receptor agonists (GLP-1RA). Using the Veterans Health Administration nationwide database, patients with type 2 diabetes mellitus who were newly initiated on a SGLT-2i or GLP-1RA between April 1, 2013 and September 1, 2020 were identified. The primary outcome was the incidence of any amputation, below-knee amputation (BKA), all clinical fractures, hip fracture, Fournier gangrene, acute pancreatitis, diabetic ketoacidosis (DKA), serious urinary tract infections (UTIs), and venous thromboembolism (VTE). All outcomes were compared between the treatment groups. Cox proportional hazard models were used to estimate adjusted hazard ratios (aHRs) for the comparative analysis. A total of 70,694 propensity-matched new users of SGLT-2i and GLP-1RA were identified. The use of SGLT-2 inhibitors, compared with GLP-1RA, was not associated with an increased rate of any amputation (aHR 1.02, 95% confidence interval [CI] 0.82 to 1.27), BKA (aHR 1.05, 95% CI 0.84 to 1.32), all clinical fractures (aHR 0.94, 95% CI 0.86 to 1.03), hip fractures (aHR 0.82, 95% CI 0.50 to 1.32), DKA (aHR 1.66, 95% CI 0.97 to 2.85), VTE (aHR 1.02, 95% CI 0.80 to 1.30), acute pancreatitis (aHR 1.02, 95% CI 0.80 to 1.30), and Fournier gangrene (aHR 0.92 95% CI 0.61 to 1.38). Lower rates of serious UTIs were observed in the SGLT-2i group than in the GLP-1RA group (aHR 0.74, 95% CI 0.64 to 0.84). This real-world study found that SGLT-2i use compared with GLP-1RA did not increase the rate of amputation, BKA, clinical fractures, hip fracture, Fournier gangrene, acute pancreatitis, DKA, serious UTIs, and VTE in veteran patients.
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Affiliation(s)
- Tanvi Patil
- Pharmacy Department, Salem Veterans Affair Health Care Center, Salem, Virginia.
| | - Morgan Cook
- Pharmacy Department, Salem Veterans Affair Health Care Center, Salem, Virginia
| | - Jesse Hobson
- Pharmacy Department, Salem Veterans Affair Health Care Center, Salem, Virginia
| | - Alamdeep Kaur
- Pharmacy Department, Salem Veterans Affair Health Care Center, Salem, Virginia
| | - Aliza Lee
- Department of Podiatry and Surgery, Salem Veterans Affair Health Care Center, Salem, Virginia
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Makaroun LK, Rosland AM, Mor MK, Zhang H, Lovelace E, Rosen T, Dichter ME, Thorpe CT. Frailty predicts referral for elder abuse evaluation in a nationwide healthcare system-Results from a case-control study. J Am Geriatr Soc 2023; 71:1724-1734. [PMID: 36695515 PMCID: PMC10258119 DOI: 10.1111/jgs.18245] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Revised: 12/14/2022] [Accepted: 12/23/2022] [Indexed: 01/26/2023]
Abstract
BACKGROUND Elder abuse (EA) is common and has devastating health impacts. Frailty may increase susceptibility to and consequences of EA for older adults, making healthcare system detection more likely, but this relationship has been difficult to study. We examined the association between a recently validated frailty index and referral to social work (SW) for EA evaluation in the Veterans Administration (VA) healthcare system. METHODS We conducted a case-control study of veterans aged ≥60 years evaluated by SW for suspected EA between 2010 and 2018 (n = 14,723) and controls receiving VA primary care services in the same 60-day window (n = 58,369). We used VA and Medicare claims data to measure frailty (VA Frailty Index) and comorbidity burden (the Elixhauser Comorbidity Index) in the 2 years prior to the index. We used adjusted logistic regression models to examine the association of frailty or comorbidity burden with referral to SW for EA evaluation. We used Akaike Information Criterion (AIC) values to evaluate model fit and likelihood ratio (LR) tests to assess the statistical significance of including frailty and comorbidity in the same model. RESULTS The sample (n = 73,092) had a mean age 72 years; 14% were Black, and 6% were Hispanic. More cases (67%) than controls (36%) were frail. LR tests comparing the nested models were highly significant (p < 0.001), and AIC values indicated superior model fit when including both frailty and comorbidity in the same model. In a model adjusting for comorbidity and all covariates, pre-frailty (aOR vs. robust 1.7; 95% CI 1.5-1.8) and frailty (aOR vs. robust 3.6; 95% CI 3.3-3.9) were independently associated with referral for EA evaluation. CONCLUSIONS A claims-based measure of frailty predicted referral to SW for EA evaluation in a national healthcare system, independent of comorbidity burden. Electronic health record measures of frailty may facilitate EA risk assessment and detection for this important but under-recognized phenomenon.
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Affiliation(s)
- Lena K. Makaroun
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- VA Geriatric Research, Education and Clinical Center, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ann-Marie Rosland
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Maria K. Mor
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Department of Biostatistics, Graduate School of Public Health, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Hongwei Zhang
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Elijah Lovelace
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
| | - Tony Rosen
- Department of Emergency Medicine, Weill Cornell Medical College/New-York Presbyterian Hospital, New York, New York, USA
| | - Melissa E. Dichter
- VA Center for Health Equity Research and Promotion, Corporal Michael J. Crescenz VA Medical Center, Philadelphia, PA
- School of Social Work, Temple University Philadelphia, PA
| | - Carolyn T. Thorpe
- VA Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, Pennsylvania, USA
- Division of Pharmaceutical Outcomes and Policy, University of North Carolina at Chapel Hill Eshelman School of Pharmacy, Chapel Hill, North Carolina, USA
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Bhalla NS, Fawcett J. Frailty Trends in an Older Veteran Subpopulation 1 Year Prior and Into the COVID-19 Pandemic Using CAN Scores. Fed Pract 2023; 40:194-198a. [PMID: 37860074 PMCID: PMC10584405 DOI: 10.12788/fp.0385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2023]
Abstract
Background We studied the effects of the first year of the COVID-19 pandemic on frailty trends in a subset of older veterans at the Phoenix Veterans Affairs Health Care System. Methods We identified 3538 and 6103 veterans aged 70 to 75 years as of February 8, 2019, with a calculated Care Assessment Need (CAN) score of ≥ 75 for 1-year mortality and hospitalization, respectively. After excluding veterans with insufficient 2020 and 2021 data, we compared the difference in 1-year mortality and hospitalization CAN scores from 2019 to 2020 with 2020 to 2021 using a paired t test. Results The difference in mean (SD) 1-year mortality CAN scores from 2020 to 2021 was 0.2 (13.4) when compared with the previous year's -4.9 (12.5) (P < .0001), indicating increased frailty. The difference in 1-year hospitalization CAN scores from 2020 to 2021 was -1.5 (12.0) when compared with the previous year's -2.8 (9.9) (P < .0001). Conclusions Frailty in our veteran subpopulation as calculated by 1-year mortality CAN scores increased in the first year of the COVID-19 pandemic when compared with a recovering trend the previous year.
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Affiliation(s)
- Nalini S Bhalla
- Phoenix Veterans Affairs Health Care System, Arizona
- University of Arizona College of Medicine, Phoenix
| | - Janet Fawcett
- Phoenix Veterans Affairs Health Care System, Arizona
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Mian H, Wildes TM, Vij R, Pianko MJ, Major A, Fiala MA. Dynamic frailty risk assessment among older adults with multiple myeloma: A population-based cohort study. Blood Cancer J 2023; 13:76. [PMID: 37164972 PMCID: PMC10172354 DOI: 10.1038/s41408-023-00843-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 04/12/2023] [Accepted: 04/24/2023] [Indexed: 05/12/2023] Open
Abstract
Multiple myeloma (MM) is a cancer of older adults and those who are more frail are at high risk of poor outcomes. Current tools for identifying and categorizing frail patients are often static and measured only at the time of diagnosis. The concept of dynamic frailty (i.e. frailty changing over time) is largely unexplored in MM. In our study, adults with newly-diagnosed MM who received novel drugs between the years 2007-2014 were identified in the Surveillance, Epidemiology, and End Results (SEER)-Medicare linked databases. Using a previously published cumulative deficit approach, a frailty index score was calculated at diagnosis and each landmark interval (1-yr, 2-yr, 3-yr post diagnosis). The association of frailty with overall survival (OS) both at baseline and at each landmark interval as well as factors associated with worsening frailty status over time were evaluated. Overall, 4617 patients were included. At baseline, 39% of the patients were categorized as moderately frail or severely frail. Among those who had 3 years of follow-up, frailty categorization changed post diagnosis in 93% of the cohort (78% improved and 72% deteriorated at least at one time point during the follow up period). In a landmark analysis, the predictive ability of frailty at the time of diagnosis decreased over time for OS (Harrell's C Statistic 0.65 at diagnosis, 0.63 at 1-yr, 0.62 at 2-yr, and 0.60 at 3-yr) and was inferior compared to current frailty status at each landmark interval. Our study is one of the first to demonstrate the dynamic nature of frailty among older adults with MM. Frailty may improve or deteriorate over time. Current frailty status is a better predictor of outcomes than frailty status at time of diagnosis, indicating the need for re-measurement in this high-risk patient population.
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Affiliation(s)
- Hira Mian
- Department of Oncology, McMaster University, Hamilton, Canada.
| | - Tanya M Wildes
- Division of Hematology/Oncology, University of Nebraska Medical Center, Omaha, NE, USA
| | - Ravi Vij
- Department of Medicine, Division of Medical Oncology, Washington University School of Medicine, St. Louis, MO, USA
| | - Matthew J Pianko
- Division of Hematology/Oncology, Department of Internal Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Ajay Major
- Division of Hematology, Department of Medicine, University of Colorado School of Medicine, Denver, CO, USA
| | - Mark A Fiala
- Department of Medicine, Division of Medical Oncology, Washington University School of Medicine, St. Louis, MO, USA
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Lloyd M, Amos ME, Milfred-Laforest S, Motairek IK, Pascuzzi K, Petermann-Rocha F, Elgudin Y, Nasir K, Freedman D, Al-Kindi S, Pell J, Deo SV. Residing in a Food Desert and Adverse Cardiovascular Events in US Veterans With Established Cardiovascular Disease. Am J Cardiol 2023; 196:70-76. [PMID: 37094491 DOI: 10.1016/j.amjcard.2023.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/28/2023] [Accepted: 03/12/2023] [Indexed: 04/26/2023]
Abstract
Residents living in a "food desert" are known to be at a higher risk for developing cardiovascular disease (CVD). However, national-level data regarding the influence of residing in a food desert in patients with established CVD is lacking. Data from veterans with established atherosclerotic CVD who received outpatient care in the Veterans Health Administration system between January 2016 and December 2021 were obtained, with follow-up information collected until May 2022 (median follow-up: 4.3 years). A food desert was defined using the United States Department of Agriculture criteria, and census tract data were used to identify Veterans in these areas. All-cause mortality and the occurrence of major adverse cardiovascular events (MACEs; a composite of myocardial infarction/stroke/heart failure/all-cause mortality) were evaluated as the co-primary end points. The relative risk for MACE in food desert areas was evaluated by fitting multivariable Cox models adjusted for age, gender, race, ethnicity, and median household income, with food desert status as the primary exposure. Of the 1,640,346 patients (mean age 72 years, women 2.7%, White 77.7%, Hispanic 3.4%), 25,7814 (15.7%) belonged to the food desert group. Patients residing in food deserts were younger; more likely to be Black (22% vs 13%)or Hispanic (4% vs 3.5%); and had a higher prevalence of diabetes mellitus (52.7% vs 49.8%), chronic kidney disease (31.8% vs 30.4%,) and heart failure (25.6% vs 23.8%). Adjusted for covariates, food desert patients had a higher risk of MACE (hazard ratio 1.040 [1.033 to 1.047]; p <0.001) and all-cause mortality (hazard ratio 1.032 [1.024 to 1.039]; p <0.001). In conclusion, we observed that a large proportion of US veterans with established atherosclerotic CVD reside in food desert census tracts. Adjusting for age, gender, race, and ethnicity, residing in food deserts was associated with a higher risk of adverse cardiac events and all-cause mortality.
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Affiliation(s)
- Mackenzie Lloyd
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | - Mary Ellen Amos
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | | | - Issam Kamel Motairek
- Department of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio
| | - Kristina Pascuzzi
- Department of Pharmacy, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio
| | - Fanny Petermann-Rocha
- Centro de Investigación Biomédica, Facultad de Medicina, Universidad Diego Portales, Santiago, Chile; School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Yakov Elgudin
- Division of Cardiothoracic Surgery, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio; Case School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Khurram Nasir
- Department of Medicine, Houston Methodist Hospital, Houston, Texas
| | - Darcy Freedman
- Department of Population Health and Quantitative Sciences, Case School of Medicine, Case Western Reserve University, Cleveland, Ohio
| | - Sadeer Al-Kindi
- Department of Cardiovascular Medicine, Harrington Heart and Vascular Institute, University Hospitals, Cleveland, Ohio.
| | - Jill Pell
- School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom
| | - Salil Vasudeo Deo
- School of Health and Wellbeing, University of Glasgow, Glasgow, United Kingdom; Division of Cardiothoracic Surgery, Louis Stokes Cleveland VA Medical Center, Cleveland, Ohio; Case School of Medicine, Case Western Reserve University, Cleveland, Ohio.
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Ko D, Bostrom JA, Qazi S, Kramer DB, Kim DH, Orkaby AR. Frailty and Cardiovascular Mortality: A Narrative Review. Curr Cardiol Rep 2023; 25:249-259. [PMID: 36795307 PMCID: PMC10130976 DOI: 10.1007/s11886-023-01847-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/06/2023] [Indexed: 02/17/2023]
Abstract
PURPOSE OF REVIEW The goal of the narrative review is to provide an overview of the epidemiology of frailty in cardiovascular disease and cardiovascular mortality and discuss applications of frailty in cardiovascular care of older adults. RECENT FINDINGS Frailty is highly prevalent in older adults with cardiovascular disease and is a robust, independent predictor of cardiovascular death. There is a growing interest in using frailty to inform management of cardiovascular disease either through pre- or post-treatment prognostication or by delineating treatment heterogeneity in which frailty serves to distinguish patients with differential harms or benefits from a given therapy. Frailty can enable more individualized treatment in older adults with cardiovascular disease. Future studies are needed to standardize frailty assessment across cardiovascular trials and enable implementation of frailty assessment in cardiovascular clinical practice.
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Affiliation(s)
- Darae Ko
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
- Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, USA
| | - John A Bostrom
- Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, USA
| | - Saadia Qazi
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA
- Division of Cardiology, Brigham and Women's Hospital, Boston, MA, USA
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Daniel B Kramer
- Richart A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Boston, MA, USA
- Division of Gerontology, Beth Israel Deaconess Medical Center, Harvard University, Boston, MA, USA
| | - Ariela R Orkaby
- Department of Medicine, VA Boston Healthcare System, Boston, MA, USA.
- Division of Aging, Brigham & Women's Hospital, Harvard Medical School, Boston, MA, USA.
- New England GRECC (Geriatric Research, Education, and Clinical Center) VA Boston Healthcare System, 150 South Huntington, 02130, Boston, MA, USA.
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Kuffel RL, Morin RT, Covinsky KE, Boscardin WJ, Lohman MC, Li Y, Byers AL. Association of Frailty With Risk of Suicide Attempt in a National Cohort of US Veterans Aged 65 Years or Older. JAMA Psychiatry 2023; 80:287-295. [PMID: 36811913 PMCID: PMC9947807 DOI: 10.1001/jamapsychiatry.2022.5144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 12/11/2022] [Indexed: 02/24/2023]
Abstract
Importance Frailty is associated with reduced physiological reserve, lack of independence, and depression and may be salient for identifying older adults at increased risk of suicide attempt. Objectives To examine the association between frailty and risk of suicide attempt and how risk differs based on components of frailty. Design, Setting, and Participants This nationwide cohort study integrated databases from the US Department of Veterans Affairs (VA) inpatient and outpatient health care services, Centers for Medicare & Medicaid Services data, and national suicide data. Participants included all US veterans aged 65 years or older who received care at VA medical centers from October 1, 2011, to September 30, 2013. Data were analyzed from April 20, 2021, to May 31, 2022. Exposures Frailty, defined based on a validated cumulative-deficit frailty index measured using electronic health data and categorized into 5 levels: nonfrailty, prefrailty, mild frailty, moderate frailty, and severe frailty. Main Outcomes and Measures The main outcome was suicide attempts through December 31, 2017, provided by the national Suicide Prevention Applications Network (nonfatal attempts) and Mortality Data Repository (fatal attempts). Frailty level and components of the frailty index (morbidity, function, sensory loss, cognition and mood, and other) were assessed as potential factors associated with suicide attempt. Results The study population of 2 858 876 participants included 8955 (0.3%) who attempted suicide over 6 years. Among all participants, the mean (SD) age was 75.4 (8.1) years; 97.7% were men, 2.3% were women, 0.6% were Hispanic, 9.0% were non-Hispanic Black, 87.8% were non-Hispanic White, and 2.6% had other or unknown race and ethnicity. Compared with patients without frailty, risk of suicide attempt was uniformly higher among patients with prefrailty to severe frailty, with adjusted hazard ratios (aHRs) of 1.34 (95% CI, 1.27-1.42; P < .001) for prefrailty, 1.44 (95% CI, 1.35-1.54; P < .001) for mild frailty, 1.48 (95% CI, 1.36-1.60; P < .001) for moderate frailty, and 1.42 (95% CI, 1.29-1.56; P < .001) for severe frailty. Lower levels of frailty were associated with greater risk of lethal suicide attempt (aHR, 1.20 [95% CI, 1.12-1.28] for prefrail veterans). Bipolar disorder (aHR, 2.69; 95% CI, 2.54-2.86), depression (aHR, 1.78; 95% CI, 1.67-1.87), anxiety (aHR, 1.36; 95% CI, 1.28-1.45), chronic pain (aHR, 1.22; 95% CI, 1.15-1.29), use of durable medical equipment (aHR, 1.14; 95% CI, 1.03-1.25), and lung disease (aHR, 1.11; 95% CI, 1.06-1.17) were independently associated with increased risk of suicide attempt. Conclusions and Relevance This cohort study found that among US veterans aged 65 years or older, frailty was associated with increased risk of suicide attempts and lower levels of frailty were associated with greater risk of suicide death. Screening and involvement of supportive services across the spectrum of frailty appear to be needed to help reduce risk of suicide attempts.
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Affiliation(s)
- Randall L. Kuffel
- San Francisco VA Health Care System, San Francisco, California
- Northern California Institute for Research and Education, San Francisco
| | - Ruth T. Morin
- San Francisco VA Health Care System, San Francisco, California
- Hoag Memorial Hospital Presbyterian, Newport Beach, California
| | - Kenneth E. Covinsky
- Division of Geriatrics, Department of Medicine, University of California, San Francisco
| | - W. John Boscardin
- Division of Geriatrics, Department of Medicine, University of California, San Francisco
| | - Matthew C. Lohman
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia
| | - Yixia Li
- San Francisco VA Health Care System, San Francisco, California
- Northern California Institute for Research and Education, San Francisco
| | - Amy L. Byers
- San Francisco VA Health Care System, San Francisco, California
- Department of Psychiatry and Medicine, University of California, San Francisco
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McDermott A, Kim N, Hausmann LRM, Magnani JW, Good CB, Litam TMA, Mor MK, Omole TD, Gellad WF, Fine MJ, Essien UR. Association of Neighborhood Disadvantage and Anticoagulation for Patients with Atrial Fibrillation in the Veterans Health Administration: the REACH-AF Study. J Gen Intern Med 2023; 38:848-856. [PMID: 36151447 PMCID: PMC10039185 DOI: 10.1007/s11606-022-07810-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 09/13/2022] [Indexed: 10/14/2022]
Abstract
BACKGROUND Atrial fibrillation (AF) is a common arrhythmia, the management of which includes anticoagulation for stroke prevention. Although disparities in anticoagulant prescribing have been well documented for individual socioeconomic factors, less is known about the association of neighborhood-level disadvantage and anticoagulation for AF. OBJECTIVE To assess the association between neighborhood disadvantage and anticoagulant initiation for patients with incident AF. DESIGN Retrospective cohort study. PARTICIPANTS A cohort of patients enrolled in the Veterans Health Administration (VA) with incident AF from January 2014 through December 2020 from the Race, Ethnicity, and Anticoagulant CHoice in Atrial Fibrillation (REACH-AF) Study. MAIN MEASURES The primary exposure was neighborhood disadvantage quantified using area deprivation index (ADI), classified by quintiles (Q). The outcomes were initiation of any anticoagulant therapy (warfarin or direct oral anticoagulant, DOAC) within 90 days of AF diagnosis and DOAC use among initiators. We used mixed effects logistic regression to assess the association between ADI and anticoagulant therapy, incorporating a fixed effect for treatment site and baseline patient, provider, and facility covariates. KEY RESULTS Among 161,089 patients, 105,489 (65.5%) initiated any anticoagulant therapy, and 78,903 (74.8%) used DOACs. Any anticoagulant therapy increased 3.2 percentage points (63.0% to 66.2%; p<.001) from Q1 to Q5, whereas DOAC use decreased 8.2 percentage points (79.4% to 71.2%; p<.0001) across quintiles. The adjusted odd ratios of any anticoagulant therapy were non-significantly different for Q2-Q5 than Q1. The adjusted odds of DOAC use decreased progressively from 0.89 (95% CI, 0.84-0.94) in Q2 to 0.77 (95% CI, 0.73-0.83) in Q5 compared to Q1 (p<.0001). CONCLUSIONS Among Veterans with incident AF, we observed similar initiation of any anticoagulant, though neighborhood deprivation was associated with decreased DOAC use among anticoagulant initiators. Future interventions to improve pharmacoequity in anticoagulant prescribing for AF should consider the role of neighborhood-level determinants of health inequities.
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Affiliation(s)
- Annie McDermott
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Nadejda Kim
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Leslie R M Hausmann
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Jared W Magnani
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Chester B Good
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
- Centers for Value-Based Pharmacy Initiatives and High-Value Health Care, UPMC Health Plan, Pittsburgh, PA, USA
| | - Terrence M A Litam
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
| | - Maria K Mor
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Department of Biostatistics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA, USA
| | - Toluwa D Omole
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Walid F Gellad
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Michael J Fine
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Utibe R Essien
- Center for Health Equity Research and Promotion, VA Pittsburgh Healthcare System, Pittsburgh, PA, USA.
- Division of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA.
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Jang J, Jung H, Shin J, Kim DH. Assessment of Frailty Index at 66 Years of Age and Association With Age-Related Diseases, Disability, and Death Over 10 Years in Korea. JAMA Netw Open 2023; 6:e2248995. [PMID: 36862415 PMCID: PMC9982694 DOI: 10.1001/jamanetworkopen.2022.48995] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/10/2022] [Indexed: 03/03/2023] Open
Abstract
Importance A frailty index has been proposed as a measure of aging among older individuals. However, few studies have examined whether a frailty index measured at the same chronologic age at younger ages could forecast the development of new age-related conditions. Objective To examine the association of the frailty index at 66 years of age with incident age-related diseases, disability, and death over 10 years. Design, Setting, and Participants This retrospective nationwide cohort study used the Korean National Health Insurance database to identify 968 885 Korean individuals who attended the National Screening Program for Transitional Ages at 66 years of age between January 1, 2007, and December 31, 2017. Data were analyzed from October 1, 2020, to January 2022. Exposures Frailty was defined using a 39-item frailty index ranging from 0 to 1.00 as robust (<0.15), prefrail (0.15-0.24), mildly frail (0.25-0.34), and moderately to severely frail (≥0.35). Main Outcomes and Measures The primary outcome was all-cause death. Secondary outcomes were 8 age-related chronic diseases (congestive heart failure, coronary artery disease, stroke, type 2 diabetes, cancer, dementia, fall, and fracture) and disability qualifying for long-term care services. Cox proportional hazards regression and cause-specific and subdistribution hazards regression were used to examine hazard ratios (HRs) and 95% CIs for the outcomes until the earliest of date of death, the occurrence of relevant age-related conditions, 10 years from the screening examination, or December 31, 2019. Results Among the 968 885 participants included in the analysis (517 052 women [53.4%]), the majority were classified as robust (65.2%) or prefrail (28.2%); only a small fraction were classified as mildly frail (5.7%) or moderately to severely frail (1.0%). The mean frailty index was 0.13 (SD, 0.07), and 64 415 (6.6%) were frail. Compared with the robust group, those in the moderately to severely frail group were more likely to be women (47.8% vs 61.7%), receiving medical aid insurance for low income (2.1% vs 18.9%), and less active (median, 657 [IQR, 219-1133] vs 319 [IQR, 0-693] metabolic equivalent task [min/wk]). After adjusting for sociodemographic and lifestyle characteristics, moderate to severe frailty was associated with increased rates of death (HR, 4.43 [95% CI, 4.24-4.64]) and new diagnosis of all chronic diseases, including congestive heart failure (adjusted cause-specific HR, 2.90 [95% CI, 2.67-3.15]), coronary artery disease (adjusted cause-specific HR, 1.98 [95% CI, 1.85-2.12]), stroke (adjusted cause-specific HR, 2.22 [95% CI, 2.10-2.34]), diabetes (adjusted cause-specific HR, 2.34 [95% CI, 2.21-2.47]), cancer (adjusted cause-specific HR, 1.10 [95% CI, 1.03-1.18]), dementia (adjusted cause-specific HR, 3.59 [95% CI, 3.42-3.77]), fall (adjusted cause-specific HR, 2.76 [95% CI, 2.29-3.32]), fracture (adjusted cause-specific HR, 1.54 [95% CI, 1.48-1.62]), and disability (adjusted cause-specific HR, 10.85 [95% CI, 10.00-11.70]). Frailty was associated with increased 10-year incidence of all the outcomes, except for cancer (moderate to severe frailty adjusted subdistribution HR, 0.99 [95% CI, 0.92-1.06]). Frailty at 66 years of age was associated with greater acquisition of age-related conditions (mean [SD] conditions per year for the robust group, 0.14 [0.32]; for the moderately to severely frail group, 0.45 [0.87]) in the next 10 years. Conclusions and Relevance The findings of this cohort study suggest that a frailty index measured at 66 years of age was associated with accelerated acquisition of age-related conditions, disability, and death over the next 10 years. Measuring frailty at this age may offer opportunities to prevent age-related health decline.
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Affiliation(s)
- Jieun Jang
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, Massachusetts
- Department of Hospital Administration, Yonsei University Graduate School of Public Health, Seoul, Korea
| | - Heewon Jung
- Division of Geriatrics, Department of Internal Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jaeyong Shin
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul, Korea
- Department of Policy Analysis and Management, College of Human Ecology, Cornell University, Ithaca, New York
| | - Dae Hyun Kim
- Hinda and Arthur Marcus Institute for Aging Research, Hebrew SeniorLife, Harvard Medical School, Boston, Massachusetts
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Razjouyan J, Horstman MJ, Orkaby AR, Virani SS, Intrator O, Goyal P, Amos CI, Naik AD. Developing a Parsimonious Frailty Index for Older, Multimorbid Adults With Heart Failure Using Machine Learning. Am J Cardiol 2023; 190:75-81. [PMID: 36566620 PMCID: PMC9951585 DOI: 10.1016/j.amjcard.2022.11.044] [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: 08/10/2022] [Revised: 10/13/2022] [Accepted: 11/19/2022] [Indexed: 12/24/2022]
Abstract
Frailty is associated with adverse outcomes in heart failure (HF). A parsimonious frailty index (FI) that predicts outcomes of older, multimorbid patients with HF could be a useful resource for clinicians. A retrospective study of veterans hospitalized from October 2015 to October 2018 with HF, aged ≥50 years, and discharged home developed a 10-item parsimonious FI using machine learning from diagnostic codes, laboratory results, vital signs, and ejection fraction (EF) from outpatient encounters. An unsupervised clustering technique identified 5 FI strata: severely frail, moderately frail, mildly frail, prefrail, and robust. We report hazard ratios (HRs) of mortality, adjusting for age, gender, race, and EF and odds ratios (ORs) for 30-day and 1-year emergency department visits and all-cause hospitalizations after discharge. We identified 37,431 veterans (age, 73 ± 10 years; co-morbidity index, 5 ± 3; 43.5% with EF ≤40%). All frailty groups had a higher mortality than the robust group: severely frail (HR 2.63, 95% confidence interval [CI] 2.42 to 2.86), moderately frail (HR 2.04, 95% CI 1.87 to 2.22), mildly frail (HR 1.60, 95% CI 1.47 to 1.74), and prefrail (HR 1.18, 95% CI: 1.07 to 1.29). The associations between frailty and mortality remained unchanged in the stratified analysis by age or EF. The combined (severely, moderately, and mildly) frail group had higher odds of 30-day emergency visits (OR 1.62, 95% CI 1.43 to 1.83), all-cause readmission (OR, 1.75, 95% CI 1.52 to 2.02), 1-year emergency visits (OR 1.70, 95% CI 1.53 to 1.89), rehospitalization (OR 2.18, 95% CI 1.97 to 2.41) than the robust group. In conclusion, a 10-item FI is associated with postdischarge outcomes among patients discharged home after a hospitalization for HF. A parsimonious FI may aid clinical prediction at the point of care.
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Affiliation(s)
- Javad Razjouyan
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, District of Columbia.
| | - Molly J Horstman
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Ariela R Orkaby
- New England Geriatrics Research, Education, and Clinical Center, VA Boston Health Care System, Boston Massachusetts; Brigham and Women's Hospital, Harvard Medical School, Boston Massachusetts
| | - Salim S Virani
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas
| | - Orna Intrator
- Geriatrics and Extended Care Data Analysis Center, Veterans Health Administration, Canandaigua, New York; University of Rochester, Rochester, New York
| | - Parag Goyal
- Division of General Internal Medicine, Department of Medicine, Weill Medical College of Cornell University, New York, New York; Division of Cardiology, Department of Medicine, Weill Medical College of Cornell University, New York, New York
| | | | - Aanand D Naik
- VA HSR&D, Center for Innovations in Quality, Effectiveness and Safety, Michael E. DeBakey VA Medical Center, Houston, Texas; Department of Medicine, Baylor College of Medicine, Houston, Texas; Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, District of Columbia; Department of Management, Policy, and Community Health, School of Public Health, University of Texas Health Science Center, Houston, TX; UTHealth Consortium on Aging, University of Texas Health Science Center, Houston, TX
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Park C, Tavakoli-Tabasi S, Sharafkhaneh A, Seligman BJ, Hicken B, Amos CI, Chou A, Razjouyan J. Inflammatory Biomarkers Differ among Hospitalized Veterans Infected with Alpha, Delta, and Omicron SARS-CoV-2 Variants. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:2987. [PMID: 36833680 PMCID: PMC9959816 DOI: 10.3390/ijerph20042987] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 01/30/2023] [Accepted: 02/03/2023] [Indexed: 05/14/2023]
Abstract
Mortality due to COVID-19 has been correlated with laboratory markers of inflammation, such as C-reactive protein (CRP). The lower mortality during Omicron variant infections could be explained by variant-specific immune responses or host factors, such as vaccination status. We hypothesized that infections due to Omicron variant cause less inflammation compared to Alpha and Delta, correlating with lower mortality. This was a retrospective cohort study of veterans hospitalized for COVID-19 at the Veterans Health Administration. We compared inflammatory markers among patients hospitalized during Omicron infection with those of Alpha and Delta. We reported the adjusted odds ratio (aOR) of the first laboratory results during hospitalization and in-hospital mortality, stratified by vaccination status. Of 2,075,564 Veterans tested for COVID-19, 29,075 Veterans met the criteria: Alpha (45.1%), Delta (23.9%), Omicron (31.0%). Odds of abnormal CRP in Delta (aOR = 1.85, 95% CI:1.64-2.09) and Alpha (aOR = 1.94, 95% CI:1.75-2.15) were significantly higher compared to Omicron. The same trend was observed for Ferritin, Alanine aminotransferase, Aspartate aminotransferase, Lactate dehydrogenase, and Albumin. The mortality in Delta (aOR = 1.92, 95% CI:1.73-2.12) and Alpha (aOR = 1.68, 95% CI:1.47-1.91) were higher than Omicron. The results remained significant after stratifying the outcomes based on vaccination status. Veterans infected with Omicron showed milder inflammatory responses and lower mortality than other variants.
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Affiliation(s)
- Catherine Park
- VA’s Health Services Research and Development Service (HSR&D), Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
- Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC 20420, USA
- VA Quality Scholars Coordinating Center, IQuESt, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
| | | | - Amir Sharafkhaneh
- VA’s Health Services Research and Development Service (HSR&D), Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Benjamin J. Seligman
- David Geffen School of Medicine, University of California Los Angeles, Los Angeles, CA 90024, USA
| | - Bret Hicken
- VHA Office of Rural Health, Veterans Rural Health Resource Center, Salt Lake City, UT 84148, USA
- George E. Wahlen Department of Veterans Affairs Medical Center, Salt Lake City, UT 84148, USA
| | | | - Andrew Chou
- VA’s Health Services Research and Development Service (HSR&D), Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
- Section of Infectious Diseases, Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
| | - Javad Razjouyan
- VA’s Health Services Research and Development Service (HSR&D), Center for Innovations in Quality, Effectiveness, and Safety, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
- Big Data Scientist Training Enhancement Program, VA Office of Research and Development, Washington, DC 20420, USA
- VA Quality Scholars Coordinating Center, IQuESt, Michael E. DeBakey VA Medical Center, Houston, TX 77030, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX 77030, USA
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Tang F, Hammel IS, Andrew MK, Ruiz JG. Frailty Reduces Vaccine Effectiveness Against SARS-CoV-2 Infection: A Test-Negative Case Control Study Using National VA Data. J Nutr Health Aging 2023; 27:81-88. [PMID: 36806862 PMCID: PMC9893970 DOI: 10.1007/s12603-023-1885-1] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 01/05/2023] [Indexed: 02/05/2023]
Abstract
OBJECTIVES To assess the variation of vaccine effectiveness against SARS-CoV-2 infection during the Delta wave according to frailty status among U.S. veterans. DESIGN Test-negative case-control study of SARS-CoV-2 mRNA vaccine effectiveness. SETTING Veterans Health Administration (VHA) medical centers. PARTICIPANTS Veterans 19 years and older who had at least one COVID-19/Flu like symptoms and received a SARS-CoV-2 PCR or antigen test at VHA medical centers between July 25 to September 30, 2021. INTERVENTION mRNA vaccination. MEASUREMENTS New SARS-CoV-2 infection. Vaccine effectiveness was defined as 1-odds of vaccination in cases/odds of vaccination in controls, where cases were patients who had a COVID-19 test and tested positive for SARS-CoV-2, and controls were those who tested negative. Frailty was measured using the VA frailty index, categorized as robust (0-<0.1), pre-frail (≥0.1-<0.21) and frail (≥0.21). RESULTS A total of 58,604 patients (age:58.9±17.0, median:61, IQR:45-72; 87.5%men; 68.1%white; 1.3%African American, 8.3%Hispanic) were included in the study. Of these, 27,733 (47.3%) were robust, 16,276 (27.8%) were prefrail, and 14,595 (24.9%) were frail. mRNA vaccine effectiveness against the Delta variant symptomatic infection was lower in patients with frailty, 62.8 %(95%CI:59.8-65.7), versus prefrail 73.9%(95%CI:72.0-75.7), and robust, 77.0 %(95%CI:75.7-78.3). CONCLUSIONS This test-negative case control study showed that mRNA vaccine effectiveness against infection declined in veterans with frailty. Frailty status is a factor to consider when designing, developing, and evaluating COVID-19 vaccines.
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Affiliation(s)
- F Tang
- Fei Tang, Ph.D., Geriatric Research Education and Clinical Center, Miami VA Healthcare System, 1201 NW 16th Street, Miami, FL, USA, 33125, , Phone: 305-575-3388
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Dubnitskiy-Robin S, Laurent E, Herbert J, Fougère B, Guillon-Grammatico L. Elderly Outcomes After Hospitalization: The Hospital Frailty Risk Score Applied on the French Health Data Hub. J Aging Health 2022; 35:430-438. [PMID: 36342264 DOI: 10.1177/08982643221135318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Objectives: To demonstrate the association between the Hospital Frailty Risk Score (HFRS) and 30-day mortality, 30-day hospital readmission and length of stay (LOS) in France. Methods: Logistic regressions were performed using data recorded in the French national health data system ( SNDS) for elderly patients (≥75 years old) hospitalized in France in 2017. Results: Over the 1,111,090 patients included, 30-day mortality was associated with the HFRS: adjusted OR (aOR) for an intermediate HFRS (5–15 points) was 1.91 [95% confidence interval (95% IC); 1.87–1.95] and aOR 2.57 [95% IC; 2.50–2.64] for high HFRS (>15 points), as compared to low HFRS (<5 points). LOS >10 days increased with the HFRS (aOR = 1.36 [95% IC; 1.34–1.38] for an intermediate HFRS and aOR 1.51 [95% IC; 1.48–1.54] for a high HFRS). A high HFRS was associated with 30-day hospital readmission (aOR = 1.06 [95% IC; 1.04–1.08]). Discussion: This real-life analysis of in- and out-patient healthcare pathways confirmed the HFRS’s ability to predict adverse outcomes, after adjustment on social deprivation.
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Affiliation(s)
- Sophie Dubnitskiy-Robin
- Division of Geriatric Medicine, Tours University Hospital, France
- Tours University, Nantes University, INSERM SPHERE, France
| | - Emeline Laurent
- Epidemiology Unit EpiDcliC, Service of Public Health, Tours University Hospital, France
- EA 7505 “Education, Ethics and Health”, Tours University, France
| | - Julien Herbert
- Epidemiology Unit EpiDcliC, Service of Public Health, Tours University Hospital, France
| | - Bertrand Fougère
- Division of Geriatric Medicine, Tours University Hospital, France
- EA 7505 “Education, Ethics and Health”, Tours University, France
| | - Leslie Guillon-Grammatico
- Epidemiology Unit EpiDcliC, Service of Public Health, Tours University Hospital, France
- MAVIVH, INSERM U1259, Tours University, France
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50
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Sun L, Candelieri-Surette D, Anglin-Foote T, Lynch JA, Maxwell KN, D’Avella C, Singh A, Aakhus E, Cohen RB, Brody RM. Cetuximab-Based vs Carboplatin-Based Chemoradiotherapy for Patients With Head and Neck Cancer. JAMA Otolaryngol Head Neck Surg 2022; 148:1022-1028. [PMID: 36136306 PMCID: PMC9501776 DOI: 10.1001/jamaoto.2022.2791] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Accepted: 07/28/2022] [Indexed: 12/13/2022]
Abstract
Importance Cetuximab-based and carboplatin-based chemoradiotherapy (CRT) are often used for patients with locally advanced head and neck cancer who are ineligible for cisplatin. There are no prospective head-to-head data comparing cetuximab-based and carboplatin-based regimens for radiosensitization. Objective To compare survival with cetuximab-based and carboplatin-based CRT in locally advanced head and neck squamous cell carcinoma (HNSCC). Design, Setting, and Participants This cohort study included US veterans who received a diagnosis of HNSCC between January 2006 and December 2020 and were treated with systemic therapy and radiation. Data cutoff was March 1, 2022 and data analysis was conducted from April-May 2022. Exposures Cisplatin, cetuximab, or carboplatin-based systemic therapy as captured in VA medication data and cancer registry. Main Outcomes and Measures Overall survival by systemic therapy was estimated using Kaplan-Meier methods. We used propensity score and inverse probability weighting to achieve covariate balance between cetuximab-treated and carboplatin-treated patients and used Cox regression to estimate cause-specific hazard ratios of death associated with carboplatin vs cetuximab. We also performed subgroup analyses of patients with oropharynx vs nonoropharynx primary sites. Results A total of 8290 patients (median [IQR] age, 63 [58-68] years; 8201 men [98.9%]; 1225 [15.8%] Black or African American and 6424 [82.6%] White individuals) with nonmetastatic HNSCC were treated with CRT with cisplatin (5566 [67%]), carboplatin (1231 [15%]), or cetuximab (1493 [18%]). Compared with cisplatin-treated patients, patients treated with carboplatin and cetuximab were older with worse performance status scores and higher comorbidity burden. Median (IQR) overall survival was 74.4 (22.3-162.2) months in patients treated with cisplatin radiotherapy (RT), 43.4 (15.3-123.8) months in patients treated with carboplatin RT, and 31.1 (12.4-87.8) months in patients treated with cetuximab RT. After propensity score and inverse probability weighting, carboplatin was associated with improved overall survival compared with cetuximab (cause-specific hazard ratio, 0.85; 95% CI, 0.78-0.93; P = .001). This difference was prominent in the oropharynx subgroup. Conclusions and Relevance In this cohort study of a US veteran population with HNSCC undergoing treatment with CRT, almost a third of patients were ineligible to receive treatment with cisplatin and received cetuximab-based or carboplatin-based radiosensitization. After propensity score matching, carboplatin-based systemic therapy was associated with 15% improvement in overall survival compared with cetuximab, suggesting that carboplatin may be the preferred radiosensitizer, particularly in oropharynx cancers.
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Affiliation(s)
- Lova Sun
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania
| | | | - Tori Anglin-Foote
- VA Salt Lake City Health Care System, University of Utah, Salt Lake City
| | - Julie A. Lynch
- VA Salt Lake City Health Care System, University of Utah, Salt Lake City
- Division of Epidemiology, School of Medicine, University of Utah, Salt Lake City
| | - Kara N. Maxwell
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania
| | - Christopher D’Avella
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Aditi Singh
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Erin Aakhus
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania
| | - Roger B. Cohen
- Division of Hematology/Oncology, Department of Medicine, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
| | - Robert M. Brody
- Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania
- Department of Otorhinolaryngology–Head & Neck Surgery, Perelman School of Medicine at the University of Pennsylvania, Philadelphia
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