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1.
Curr Atheroscler Rep ; 2024 Jul 03.
Artigo em Inglês | MEDLINE | ID: mdl-38958924

RESUMO

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.

2.
Pacing Clin Electrophysiol ; 47(5): 697-701, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38597183

RESUMO

BACKGROUND: Patients ≥80 with implantable cardioverter-defibrillators (ICDs) have high rates of hospitalization and mortality, yet few have documented advance directives. We sought to determine the prevalence of advance directives in adults ≥80 years with ICDs, focusing on those with frailty and cognitive impairment. METHODS: Prospective cohort study (July 2016-May 2019) in an electrophysiology clinic. Presence of advance directives (health care proxies [HCP] and living wills [LW], or medical orders for life-sustaining treatment [MOLST]) was determined by medical record review. Frailty and cognitive impairment were screened using 4-m gait speed and Mini-Cog. RESULTS: 77 Veterans were evaluated. Mean age 84 years, 100% male, 70% frail. Overall, 52 (68%) had an HCP and 37 (48%) had a LW/MOLST. Of 67 with cognitive testing, 36% were impaired. HCP documentation was similar among frail and non-frail (69% vs. 65%). LW/MOLST was more prevalent among frail versus non-frail (52% vs. 39%). There was no difference in HCP documentation by cognitive status (67%). A LW/MOLST was more frequent for cognitively impaired versus non-impaired (50% vs. 42%). Among 19 Veterans who were frail and cognitively impaired, 14 (74%) had an HCP and 11 (58%) had a LW/MOLST. CONCLUSIONS: Most Veterans had a documented advance directive, but a significant minority did not. Simple frailty and cognitive screening tools can rapidly identify patients for whom discussion of advance directives is especially important.


Assuntos
Diretivas Antecipadas , Desfibriladores Implantáveis , Humanos , Masculino , Feminino , Idoso de 80 Anos ou mais , Estudos Prospectivos , Disfunção Cognitiva , Fragilidade
3.
Age Ageing ; 53(2)2024 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-38421151

RESUMO

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.


Assuntos
Fragilidade , Humanos , Estados Unidos , Idoso , Fragilidade/diagnóstico , Fragilidade/terapia , Medicina Estatal , Idoso Fragilizado , Inglaterra , Registros Eletrônicos de Saúde
4.
Ann Intern Med ; 176(4): 524-535, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36913687

RESUMO

BACKGROUND: Yoga, a multicomponent mind-body practice, improves several domains of physical and psychological health and may affect frailty in older adults. PURPOSE: To evaluate the available trial evidence on the effect of yoga-based interventions on frailty in older adults. DATA SOURCES: MEDLINE, EMBASE, and Cochrane Central from their inception to 12 December 2022. STUDY SELECTION: Randomized controlled trials evaluating the effect of yoga-based interventions, including at least 1 session of physical postures, on a validated frailty scale or single-item markers of frailty in adults aged 65 years or older. DATA EXTRACTION: Two authors independently screened articles and extracted data; 1 author assessed risk of bias with review from a second author. Disagreements were resolved through consensus and as-needed input from a third author. DATA SYNTHESIS: Thirty-three studies (n = 2384 participants) were identified in varied populations, including community dwellers, nursing home residents, and those with chronic disease. Yoga styles were primarily based on Hatha yoga and most often included Iyengar or chair-based methods. Single-item frailty markers included measures of gait speed, handgrip strength, balance, lower-extremity strength and endurance, and multicomponent physical performance measures; no studies included a validated definition of frailty. When compared with education or inactive control, there was moderate-certainty evidence that yoga improved gait speed and lower-extremity strength and endurance, low-certainty evidence for balance and multicomponent physical function measures, and very low-certainty evidence for handgrip strength. LIMITATION: Heterogeneity in study design and yoga style, small sample sizes, and reporting deficiencies leading to concerns for selection bias. CONCLUSION: Yoga may affect frailty markers that are associated with clinically meaningful outcomes in older adult populations but may not offer benefit over active interventions (for example, exercise). PRIMARY FUNDING SOURCE: None. (PROSPERO: CRD42020130303).


Assuntos
Fragilidade , Yoga , Humanos , Idoso , Força da Mão , Exercício Físico , Exame Físico
5.
Ann Intern Med ; 176(12): 1656-1665, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-38079640

RESUMO

The proportion of patients with new-onset heart failure who have preserved rather than reduced left ventricular ejection fraction (HFpEF and HFrEF) has been increasing over recent decades. In fact, HFpEF now outweighs HFrEF as the predominant heart failure subtype and likely remains underdiagnosed in the community. This is due in part to an aging population and a rise in other risk factors for HFpEF, including obesity and associated cardiometabolic disease. Whereas the diagnosis of HFrEF is relatively straightforward, the diagnosis of HFpEF is often more challenging because there can be other causes for symptoms, including dyspnea and fatigue, and cardinal physical examination findings of elevated jugular venous pressure or pulmonary congestion may not be evident at rest. In 2022, the American College of Cardiology, the American Heart Association, and the Heart Failure Society of America published a comprehensive guideline on heart failure that included recommendations for the management of HFpEF. The use of diuretics for the management of congestion remained the only class 1 (strong) recommendation. New recommendations included broader use of sodium-glucose cotransporter-2 inhibitors (SGLT2i, class 2a), and angiotensin receptor-neprilysin inhibitors (class 2b). In 2023, the American College of Cardiology published an expert consensus decision pathway for the management of HFpEF that suggests treatment strategies based on sex assigned at birth, ejection fraction, clinical evidence of congestion, and candidacy for SGLT2i therapy. Here, 2 experts, a cardiologist and a geriatrician, discuss their approach to the diagnosis and management of HFpEF and how they would apply guidelines to an individual patient.


Assuntos
Insuficiência Cardíaca , Inibidores do Transportador 2 de Sódio-Glicose , Visitas de Preceptoria , Recém-Nascido , Humanos , Idoso , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/tratamento farmacológico , Volume Sistólico , Função Ventricular Esquerda , Inibidores do Transportador 2 de Sódio-Glicose/uso terapêutico
6.
Curr Cardiol Rep ; 25(4): 249-259, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36795307

RESUMO

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.


Assuntos
Doenças Cardiovasculares , Fragilidade , Humanos , Idoso , Fragilidade/epidemiologia , Idoso Fragilizado
7.
Eur Heart J ; 43(8): 818-826, 2022 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-34907422

RESUMO

AIMS: Frailty is associated with an increased risk of all-cause mortality and cardiovascular (CV) events. Limited data exist from the modern era of CV prevention on the relationship between frailty and CV mortality. We hypothesized that frailty is associated with an increased risk of CV mortality. METHODS AND RESULTS: All US Veterans aged ≥65 years who were regular users of Veteran Affairs care from 2002 to 2017 were included. Frailty was defined using a 31-item previously validated frailty index, ranging from 0 to 1. The primary outcome was CV mortality with secondary analyses examining the relationship between frailty and CV events (myocardial infarction, stroke, revascularization). Survival analysis models were adjusted for age, sex, ethnicity, geographic region, smoking, hyperlipidaemia, statin use, and blood pressure medication use. There were 3 068 439 US Veterans included in the analysis. Mean age was 74.1 ± 5.8 years in 2002, 76.0 ± 8.3 years in 2014, 98% male, and 87.5% White. In 2002, the median (interquartile range) frailty score was 0.16 (0.10-0.23). This increased and stabilized to 0.19 (0.10-0.32) for 2006-14. The presence of frailty was associated with an increased risk of CV mortality at every stage of frailty. Frailty was associated with an increased risk of myocardial infarction and stroke, but not revascularization. CONCLUSION: In this population, both the presence and severity of frailty are tightly correlated with CV death, independent of underlying CV disease. This study is the largest and most contemporary evaluation of the relationship between frailty and CV mortality to date. Further work is needed to understand how this risk can be diminished. KEY QUESTION: Can an electronic frailty index identify adults aged 65 and older who are at risk of CV mortality and major CV events? KEY FINDING: Among 3 068 439 US Veterans aged 65 and older, frailty was associated with an increased risk of CV mortality at every level of frailty. Frailty was also associated with an increased risk of myocardial infarction and stroke, but not revascularization. TAKE HOME MESSAGE: Both the presence and severity of frailty are associated with CV mortality and major CV events, independent of underlying CV disease.


Assuntos
Doenças Cardiovasculares , Fragilidade , Inibidores de Hidroximetilglutaril-CoA Redutases , Infarto do Miocárdio , Acidente Vascular Cerebral , Veteranos , Adulto , Idoso , Feminino , Fragilidade/complicações , Fragilidade/epidemiologia , Humanos , Masculino , Infarto do Miocárdio/complicações , Infarto do Miocárdio/epidemiologia , Fatores de Risco , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/epidemiologia
8.
J Gen Intern Med ; 37(4): 730-736, 2022 03.
Artigo em Inglês | MEDLINE | ID: mdl-33948795

RESUMO

BACKGROUND: Frailty is often cited as a factor influencing oral anticoagulation (OAC) prescription in patients with non-valvular atrial fibrillation (NVAF). We sought to determine the prevalence of frailty and its association with OAC prescription in older veterans with NVAF. METHODS: We used ICD-9 codes in Veterans Affairs (VA) records and Medicare claims data to identify patients with NVAF and CHA2DS2VASC ≥2 receiving care between February 2010 and September 2015. We examined rates of OAC prescription, further stratified by direct oral anticoagulant (DOAC) or vitamin K antagonist (VKA). Participants were characterized into 3 categories: non-frail, pre-frail, and frail based on a validated 30-item EHR-derived frailty index. We examined relations between frailty and OAC receipt; and frailty and type of OAC prescribed in regression models adjusted for factors related to OAC prescription. RESULTS: Of 308,664 veterans with NVAF and a CHA2DS2VASC score ≥2, 121,839 (39%) were prescribed OAC (73% VKA). The mean age was 77.7 (9.6) years; CHA2DS2VASC and ATRIA scores were 4.6 (1.6) and 5.0 (2.9) respectively. Approximately a third (38%) were frail, another third (32%) were pre-frail, and the remainder were not frail. Veterans prescribed OAC were younger, had higher bleeding risk, and were less likely to be frail than participants not receiving OAC (all p's<0.001). After adjustment for factors associated with OAC use, pre-frail (OR: 0.89, 95% CI: 0.87-0.91) and frail (OR: 0.66, 95% CI: 0.64-0.68) veterans were significantly less likely to be prescribed OAC than non-frail veterans. Of those prescribed OAC, pre-frail (OR:1.27, 95% CI: 1.22-1.31) and frail (OR: 1.75, 95% CI: 1.67-1.83) veterans were significantly more likely than non-frail veterans to be prescribed a DOAC than a VKA. CONCLUSIONS: There are high rates of frailty among older veterans with NVAF. Frailty using an EHR-derived index is associated with decreased OAC prescription.


Assuntos
Fibrilação Atrial , Fragilidade , Acidente Vascular Cerebral , Administração Oral , Idoso , Anticoagulantes/efeitos adversos , Fibrilação Atrial/complicações , Fibrilação Atrial/tratamento farmacológico , Fibrilação Atrial/epidemiologia , Fragilidade/complicações , Humanos , Medicare , Prevalência , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/prevenção & controle , Estados Unidos/epidemiologia
9.
Curr Heart Fail Rep ; 19(5): 290-302, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35723783

RESUMO

PURPOSE OF REVIEW: We provide a review of considerations when applying principles of optimal pharmacotherapy to older adults with heart failure (HF), an analysis on the pivotal clinical trials focusing on applicability to older adults, and multi-disciplinary strategies to optimize the health of HF patients with polypharmacy. RECENT FINDINGS: Polypharmacy is very common among patients with HF, due to medications for both HF and non-HF comorbidities. Definitions of polypharmacy were not developed specifically for older adults with HF and may need to be modified in order to meaningfully describe medication burden and promote appropriate medical therapy. This is because clinical practice guidelines for multi-drug HF regimens have unique considerations, given that they improve outcomes and symptoms of HF. Adults older than 65 years are well represented in contemporary clinical trials for HF with preserved ejection fraction (HFpEF) and guideline directed medical therapy (GDMT) for HF with reduced ejection fraction (HFrEF). While these trials did not have significant heterogeneity in safety or efficacy across a broad age spectrum, some may have limited representation of adults ≥ 80 years old, the sickest older adults, or those with decreased functional status. There is also a lack of data on the safety and efficacy of deprescribing HF medications, and deprescription in otherwise stable patients may lead to clinical destabilization or disease progression. There is therefore innate tension between the well-studied benefits of optimized HF therapy for older adults that must be weighed against the risks of polypharmacy and many unknowns that still exist. Given the strong evidence that optimized HF therapies confer symptomatic and mortality benefits for older adults, it is clear that polypharmacy in this context can be appropriate. A shift in paradigm is therefore needed when evaluating polypharmacy in patients with HF. Instead of assuming all polypharmacy is "good" or "bad," we propose a concerted move, using a multidisciplinary approach, to focus on the "appropriateness" of specific medications, in order to optimize HF medical therapy. Clinicians of all specialties caring for complex older adults with HF must consider goals of care, functional status, and new evidence-based therapies, in order to optimize this polypharmacy for older adults.


Assuntos
Insuficiência Cardíaca , Disfunção Ventricular Esquerda , Idoso , Idoso de 80 Anos ou mais , Insuficiência Cardíaca/terapia , Humanos , Polimedicação , Volume Sistólico , Função Ventricular Esquerda
10.
JAMA ; 324(1): 68-78, 2020 07 07.
Artigo em Inglês | MEDLINE | ID: mdl-32633800

RESUMO

Importance: Data are limited regarding statin therapy for primary prevention of atherosclerotic cardiovascular disease (ASCVD) in adults 75 years and older. Objective: To evaluate the role of statin use for mortality and primary prevention of ASCVD in veterans 75 years and older. Design, Setting, and Participants: Retrospective cohort study that used Veterans Health Administration (VHA) data on adults 75 years and older, free of ASCVD, and with a clinical visit in 2002-2012. Follow-up continued through December 31, 2016. All data were linked to Medicare and Medicaid claims and pharmaceutical data. A new-user design was used, excluding those with any prior statin use. Cox proportional hazards models were fit to evaluate the association of statin use with outcomes. Analyses were conducted using propensity score overlap weighting to balance baseline characteristics. Exposures: Any new statin prescription. Main Outcomes and Measures: The primary outcomes were all-cause and cardiovascular mortality. Secondary outcomes included a composite of ASCVD events (myocardial infarction, ischemic stroke, and revascularization with coronary artery bypass graft surgery or percutaneous coronary intervention). Results: Of 326 981 eligible veterans (mean [SD] age, 81.1 [4.1] years; 97% men; 91% white), 57 178 (17.5%) newly initiated statins during the study period. During a mean follow-up of 6.8 (SD, 3.9) years, a total 206 902 deaths occurred including 53 296 cardiovascular deaths, with 78.7 and 98.2 total deaths/1000 person-years among statin users and nonusers, respectively (weighted incidence rate difference [IRD]/1000 person-years, -19.5 [95% CI, -20.4 to -18.5]). There were 22.6 and 25.7 cardiovascular deaths per 1000 person-years among statin users and nonusers, respectively (weighted IRD/1000 person-years, -3.1 [95 CI, -3.6 to -2.6]). For the composite ASCVD outcome there were 123 379 events, with 66.3 and 70.4 events/1000 person-years among statin users and nonusers, respectively (weighted IRD/1000 person-years, -4.1 [95% CI, -5.1 to -3.0]). After propensity score overlap weighting was applied, the hazard ratio was 0.75 (95% CI, 0.74-0.76) for all-cause mortality, 0.80 (95% CI, 0.78-0.81) for cardiovascular mortality, and 0.92 (95% CI, 0.91-0.94) for a composite of ASCVD events when comparing statin users with nonusers. Conclusions and Relevance: Among US veterans 75 years and older and free of ASCVD at baseline, new statin use was significantly associated with a lower risk of all-cause and cardiovascular mortality. Further research, including from randomized clinical trials, is needed to more definitively determine the role of statin therapy in older adults for primary prevention of ASCVD.


Assuntos
Aterosclerose/prevenção & controle , Doenças Cardiovasculares/mortalidade , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Veteranos , Idoso , Idoso de 80 Anos ou mais , Doenças Cardiovasculares/prevenção & controle , Causas de Morte , Fatores de Confusão Epidemiológicos , Feminino , Humanos , Masculino , Mortalidade , Pontuação de Propensão , Estudos Retrospectivos , Estados Unidos/epidemiologia , Serviços de Saúde para Veteranos Militares
13.
Curr Opin Cardiol ; 34(6): 700-705, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31425172

RESUMO

PURPOSE OF REVIEW: The role of vitamin D supplementation for prevention of cardiovascular disease (CVD) outcomes has been rigorously studied only recently. This review briefly summarizes results from recent randomized controlled trials in the context of prior laboratory and epidemiologic data. RECENT FINDINGS: Randomized trials of vitamin D that included CVD outcomes, as well as two recently published large population-based trials that prespecified CVD as a primary endpoint (The Vitamin D Assessmentand The VITamin D and OmegA-3 TriaL), indicate that vitamin D supplementation does not decrease CVD incidence, when compared with placebo. SUMMARY: Evidence to date suggests that vitamin D supplementation in the general community does not reduce the risk of major cardiovascular events. Other trials are ongoing and future studies will explore additional CVD outcomes such as heart failure and assess high-risk populations such as those with chronic kidney disease.


Assuntos
Doenças Cardiovasculares/prevenção & controle , Vitamina D/uso terapêutico , Suplementos Nutricionais , Humanos , Ensaios Clínicos Controlados Aleatórios como Assunto
14.
J Gen Intern Med ; 34(10): 2224-2231, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31264082

RESUMO

BACKGROUND: Evidence for the benefit of implantable cardioverter defibrillators (ICD) in preventing sudden cardiac death (SCD) in older adults is mixed; age alone may not predict benefit. Frailty may help identify patients in whom an ICD does not improve overall mortality risk. METHODS: Structured search of PubMed, Embase, Web of Science, and Cochrane Central Register of Controlled Trials on 1/31/2019, without language restriction, with terms for ICD, frailty, and mortality. Frailty was defined broadly using any validated single component (e.g., walking speed, weight loss) or multi-component tool (e.g., cumulative deficit index). Each study was assessed for quality and risk of bias. RESULTS: We identified and screened 2649 titles, reviewed 280 abstracts, and extracted 71 articles. Nine articles, including two RCTs, one prospective cohort, and six retrospective cohort studies met all criteria. The most common reason for exclusion was a lack of frailty definition. Frailty definitions were heterogeneous, including cumulative deficit models, low weight, and walking speed. Follow-up time for mortality differed: from days to > 6 years. All studies indicated that mortality was higher amongst individuals identified as frail, regardless of definition. In one RCT, slow walkers did not benefit from ICD therapy after 3 years. A cohort of 83,792 Medicare beneficiaries in an ICD registry reported higher 1-year mortality following ICD in those with frailty or dementia. Four studies reported an association between being underweight and increased mortality following ICD placement. CONCLUSION: Existing literature suggests that individuals with frailty may not benefit from ICD placement for primary prevention of SCD.


Assuntos
Contraindicações de Procedimentos , Desfibriladores Implantáveis/efeitos adversos , Fragilidade/complicações , Idoso , Idoso de 80 Anos ou mais , Morte Súbita Cardíaca/prevenção & controle , Fragilidade/diagnóstico , Fragilidade/mortalidade , Humanos , Estados Unidos
15.
Arch Phys Med Rehabil ; 100(5): 995-1000, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-30735624

RESUMO

Older adults are the fastest growing segment of our population and contribute greatly to the high costs of health care. The primary concern among older adults seeking health care is maintaining or improving functional independence. This concern is the focus of both rehabilitative care and geriatric medicine; however, collaboration between these fields can be hampered by a lack of mutual understanding of the fundamental principles of the other field. We describe 3 steps that can be implemented at an organizational or individual level to bridge the fields of geriatric medicine and rehabilitation, allowing them to better serve older patients. These include (1) recognizing the interwoven concepts of multimorbidity, function, and frailty; (2) communicating with a common language; and (3) synthesizing our knowledge from both fields.


Assuntos
Geriatria , Comunicação Interdisciplinar , Reabilitação , Idoso , Comorbidade , Fragilidade/fisiopatologia , Humanos , Bases de Conhecimento , Terminologia como Assunto
16.
BMC Cardiovasc Disord ; 18(1): 128, 2018 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-29954337

RESUMO

BACKGROUND: Heart failure (HF) with preserved ejection fraction (HFpEF) comprises nearly half of prevalent HF, yet is challenging to curate in a large database of electronic medical records (EMR) since it requires both accurate HF diagnosis and left ventricular ejection fraction (EF) values to be consistently ≥50%. METHODS: We used the national Veterans Affairs EMR to curate a cohort of HFpEF patients from 2002 to 2014. EF values were extracted from clinical documents utilizing natural language processing and an iterative approach was used to refine the algorithm for verification of clinical HFpEF. The final algorithm utilized the following inclusion criteria: any International Classification of Diseases-9 (ICD-9) code of HF (428.xx); all recorded EF ≥50%; and either B-type natriuretic peptide (BNP) or aminoterminal pro-BNP (NT-proBNP) values recorded OR diuretic use within one month of diagnosis of HF. Validation of the algorithm was performed by 3 independent reviewers doing manual chart review of 100 HFpEF cases and 100 controls. RESULTS: We established a HFpEF cohort of 80,248 patients (out of a total 1,155,376 patients with the ICD-9 diagnosis of HF). Mean age was 72 years; 96% were males and 12% were African-Americans. Validation analysis of the HFpEF algorithm had a sensitivity of 88%, specificity of 96%, positive predictive value of 96%, and a negative predictive value of 87% to identify HFpEF cases. CONCLUSION: We developed a sensitive, highly specific algorithm for detecting HFpEF in a large national database. This approach may be applicable to other large EMR databases to identify HFpEF patients.


Assuntos
Mineração de Dados/métodos , Registros Eletrônicos de Saúde , Insuficiência Cardíaca/diagnóstico , Volume Sistólico , Função Ventricular Esquerda , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Bases de Dados Factuais , Diuréticos/uso terapêutico , Ecocardiografia , Feminino , Insuficiência Cardíaca/classificação , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/fisiopatologia , Humanos , Classificação Internacional de Doenças , Masculino , Pessoa de Meia-Idade , Peptídeo Natriurético Encefálico/sangue , Processamento de Linguagem Natural , Fragmentos de Peptídeos/sangue , Reprodutibilidade dos Testes , Estados Unidos/epidemiologia , United States Department of Veterans Affairs
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