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1.
Circ Heart Fail ; 17(2): e010453, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-38275114

RESUMO

BACKGROUND: Utilization patterns of bariatric surgery among older patients with heart failure (HF), and the associations with cardiovascular outcomes, are not well known. METHODS: Medicare beneficiaries with HF and at least class II obesity from 2013 to 2020 were identified with Medicare Provider Analysis and Review 100% inpatient files and Medicare 5% outpatient files. Patients who underwent bariatric surgery were matched to controls in a 1:2 ratio (matched on exact age, sex, race, body mass index, HF encounter year, and HF hospitalization rate pre-surgery/matched period). In an exploratory analysis, patients prescribed pharmacotherapies with weight loss effects (semaglutide, liraglutide, naltrexone-bupropion, or orlistat) were identified and matched to controls with a similar strategy in addition to HF medical therapy data. Cox models evaluated associations between weight loss therapies (as a time-varying covariate) and mortality risk and HF hospitalization rate (calculated as the rate of HF hospitalizations following index HF encounter per 100 person-months) during follow-up. RESULTS: Of 298 101 patients with HF and body mass index ≥35 kg/m2, 2594 (0.9%) underwent bariatric surgery (45% men; mean age, 56.2 years; mean body mass index, 51.5 kg/m2). In propensity-matched analyses over a median follow-up of 4.7 years, bariatric surgery was associated with lower risk of all-cause mortality (HR, 0.55 [95% CI, 0.49-0.63]; P<0.001), greater reduction in HF hospitalization rate (rate ratio, 0.72 [95% CI, 0.67-0.77]; P<0.001), and lower atrial fibrillation risk (HR, 0.78 [95% CI, 0.65-0.93]; P=0.006). Use of pharmacotherapies with weight loss effects was low (4.8%), with 96.3% prescribed GLP-1 (glucagon-like peptide-1) agonists (semaglutide, 23.6%; liraglutide, 72.7%). In propensity-matched analysis over a median follow-up of 2.8 years, patients receiving pharmacotherapies with weight loss effects (versus matched controls) had a lower risk of all-cause mortality (HR, 0.82 [95% CI, 0.71-0.95]; P=0.007) and HF hospitalization rate (rate ratio, 0.87 [95% CI, 0.77-0.99]; P=0.04). CONCLUSIONS: Bariatric surgery and pharmacotherapies with weight loss effects are associated with a lower risk of adverse outcomes among older patients with HF and obesity; however, overall utilization remains low.


Assuntos
Cirurgia Bariátrica , Insuficiência Cardíaca , Masculino , Humanos , Idoso , Estados Unidos/epidemiologia , Pessoa de Meia-Idade , Feminino , Insuficiência Cardíaca/etiologia , Liraglutida , Medicare , Obesidade/complicações , Obesidade/cirurgia , Cirurgia Bariátrica/efeitos adversos , Redução de Peso , Estudos Retrospectivos
2.
J Am Heart Assoc ; 13(3): e032760, 2024 Feb 06.
Artigo em Inglês | MEDLINE | ID: mdl-38293932

RESUMO

BACKGROUND: Data regarding permanent pacemaker (PPM) implantation following tricuspid valve surgery (TVS) are limited. We sought to evaluate its incidence, risk factors, and outcomes. METHODS AND RESULTS: Medicare beneficiaries who underwent TVS from 2013 to 2020 were identified. Patients who underwent TVS for endocarditis were excluded. The primary exposure of interest was new PPM after TVS. Outcomes included all-cause mortality and readmission with endocarditis or heart failure on follow-up. Among the 13 294 patients who underwent TVS, 2518 (18.9%) required PPM placement. Risk factors included female sex (relative risk [RR], 1.26 [95% CI, 1.17-1.36], P<0.0001), prior sternotomy (RR, 1.12 [95% CI, 1.02-1.23], P=0.02), preoperative second-degree heart block (RR, 2.20 [95% CI, 1.81-2.69], P<0.0001), right bundle-branch block (RR, 1.21 [95% CI, 1.03-1.41], P=0.019), bifascicular block (RR, 1.43 [95% CI, 1.06-1.93], P=0.02), and prior malignancy (RR, 1.23 [95% CI, 1.01-1.49], P=0.04). Tricuspid valve (TV) replacement was associated with a significantly higher risk of PPM implantation when compared with TV repair (RR, 3.20 [95% CI, 2.16-4.75], P<0.0001). After a median follow-up of 3.1 years, mortality was not different in patients who received PPM compared with patients who did not (hazard ratio [HR], 1.02 [95% CI, 0.93-1.12], P=0.7). PPM placement was not associated with a higher risk of endocarditis but was associated with a higher risk of heart failure readmission (HR, 1.28 [95% CI, 1.14-1.43], P<0.001). CONCLUSIONS: PPM implantation frequently occurs after TVS, notably in female patients and patients undergoing TV replacement. Although mortality is not increased, it is associated with higher rates of heart failure rehospitalization.


Assuntos
Estenose da Valva Aórtica , Endocardite , Insuficiência Cardíaca , Marca-Passo Artificial , Substituição da Valva Aórtica Transcateter , Humanos , Feminino , Idoso , Estados Unidos/epidemiologia , Estenose da Valva Aórtica/cirurgia , Estimulação Cardíaca Artificial/efeitos adversos , Incidência , Valva Tricúspide/cirurgia , Resultado do Tratamento , Medicare , Fatores de Risco , Substituição da Valva Aórtica Transcateter/efeitos adversos , Bloqueio de Ramo/terapia , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Insuficiência Cardíaca/complicações , Endocardite/cirurgia , Valva Aórtica/cirurgia , Estudos Retrospectivos
3.
JACC Heart Fail ; 2023 Oct 26.
Artigo em Inglês | MEDLINE | ID: mdl-37943222

RESUMO

BACKGROUND: Patterns and disparities in guideline-directed medical therapy (GDMT) uptake for heart failure with reduced ejection fraction (HFrEF) across rural vs urban regions are not well described. OBJECTIVES: This study aims to evaluate patterns, prognostic implications, and rural-urban differences in GDMT use among Medicare beneficiaries following new-onset HFrEF. METHODS: Patients with a diagnosis of new-onset HFrEF in a 5% Medicare sample with available data for Part D medication use were identified from January 2015 through December 2020. The primary exposure was residence in rural vs urban zip codes. Optimal triple GDMT was defined as ≥50% of the target daily dose of beta-blockers, ≥50% of the target daily dose of angiotensin-converting enzyme inhibitors/angiotensin receptor blocker or any dose of sacubitril/valsartan, and any dose of mineralocorticoid receptor antagonist. The association between the achievement of optimal GDMT over time following new-onset HFrEF diagnosis and risk of all-cause mortality and subsequent HF hospitalization was also evaluated using adjusted Cox models. The association between living in rural vs urban location and time to optimal GDMT achievement over a 12-month follow-up was assessed using cumulative incidence curves and adjusted Fine-Gray subdistribution hazard models. RESULTS: A total of 41,296 patients (age: 76.7 years; 15.0% Black; 27.6% rural) were included. Optimal GDMT use over the 12-month follow-up was low, with 22.5% initiated on any dose of triple GDMT and 9.1% on optimal GDMT doses. Optimal GDMT on follow-up was significantly associated with a lower risk of death (HR: 0.89 [95% CI: 0.85-0.94]; P < 0.001) and subsequent HF hospitalization (HR: 0.93 [95% CI: 0.87-0.98]; P = 0.02). Optimal GDMT use at 12 months was significantly lower among patients living in rural (vs urban) areas (8.4% vs 9.3%; P = 0.02). In adjusted analysis, living in rural (vs urban) locations was associated with a significantly lower probability of achieving optimal GDMT (HR: 0.92 [95% CI: 0.86-0.98]; P = 0.01 Differences in optimal GDMT use following HFrEF diagnosis accounted for 16% of excess mortality risk among patients living in rural (vs urban) areas. CONCLUSIONS: Use of optimal GDMT following new-onset HFrEF diagnosis is low, with substantially lower use noted among patients living in rural vs urban locations. Suboptimal GDMT use following new-onset HFrEF was associated with an increased risk of mortality and subsequent HF hospitalization.

4.
Circulation ; 148(3): 210-219, 2023 07 18.
Artigo em Inglês | MEDLINE | ID: mdl-37459409

RESUMO

BACKGROUND: The association of historical redlining policies, a marker of structural racism, with contemporary heart failure (HF) risk among White and Black individuals is not well established. METHODS: We aimed to evaluate the association of redlining with the risk of HF among White and Black Medicare beneficiaries. Zip code-level redlining was determined by the proportion of historically redlined areas using the Mapping Inequality Project within each zip code. The association between higher zip code redlining proportion (quartile 4 versus quartiles 1-3) and HF risk were assessed separately among White and Black Medicare beneficiaries using generalized linear mixed models adjusted for potential confounders, including measures of the zip code-level Social Deprivation Index. RESULTS: A total of 2 388 955 Medicare beneficiaries (Black n=801 452; White n=1 587 503; mean age, 71 years; men, 44.6%) were included. Among Black beneficiaries, living in zip codes with higher redlining proportion (quartile 4 versus quartiles 1-3) was associated with increased risk of HF after adjusting for age, sex, and comorbidities (risk ratio, 1.08 [95% CI, 1.04-1.12]; P<0.001). This association remained significant after further adjustment for area-level Social Deprivation Index (risk ratio, 1.04 [95% CI, 1.002-1.08]; P=0.04). A significant interaction was observed between redlining proportion and Social Deprivation Index (Pinteraction<0.01) such that higher redlining proportion was significantly associated with HF risk only among socioeconomically distressed regions (above the median Social Deprivation Index). Among White beneficiaries, redlining was associated with a lower risk of HF after adjustment for age, sex, and comorbidities (risk ratio, 0.94 [95% CI, 0.89-0.99]; P=0.02). CONCLUSIONS: Historical redlining is associated with an increased risk of HF among Black patients. Contemporary zip code-level social determinants of health modify the relationship between redlining and HF risk, with the strongest relationship between redlining and HF observed in the most socioeconomically disadvantaged communities.


Assuntos
Insuficiência Cardíaca , Medicare , Características da Vizinhança , Determinantes Sociais da Saúde , Idoso , Humanos , Masculino , População Negra , Comorbidade , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/etnologia , Insuficiência Cardíaca/psicologia , Medicare/economia , Medicare/estatística & dados numéricos , Fatores Socioeconômicos , Estados Unidos/epidemiologia , População Branca , Estresse Financeiro/economia , Estresse Financeiro/epidemiologia , Estresse Financeiro/etnologia , Características da Vizinhança/estatística & dados numéricos , Determinantes Sociais da Saúde/etnologia , Determinantes Sociais da Saúde/estatística & dados numéricos
5.
Circulation ; 147(15): 1121-1133, 2023 04 11.
Artigo em Inglês | MEDLINE | ID: mdl-37036906

RESUMO

BACKGROUND: The contemporary measures of hospital performance for heart failure hospitalization and 30-day risk-standardized readmission rate (RSRR) and risk-standardized mortality rate (RSMR) are estimated using the same risk adjustment model and overall event rate for all patients. Thus, these measures are mainly driven by the care quality and outcomes for the majority racial and ethnic group, and may not adequately represent the hospital performance for patients of Black and other races. METHODS: Fee-for-service Medicare beneficiaries from January 2014 to December 2019 hospitalized with heart failure were identified. Hospital-level 30-day RSRR and RSMR were estimated using the traditional race-agnostic models and the race-specific approach. The composite race-specific performance metric was calculated as the average of the RSRR/RMSR measures derived separately for each race and ethnicity group. Correlation and concordance in hospital performance for all patients and patients of Black and other races were assessed using the composite race-specific and race-agnostic metrics. RESULTS: The study included 1 903 232 patients (75.7% White [n=1 439 958]; 14.5% Black [n=276 684]; and 9.8% other races [n=186 590]) with heart failure from 1860 hospitals. There was a modest correlation between hospital-level 30-day performance metrics for patients of White versus Black race (Pearson correlation coefficient: RSRR=0.42; RSMR=0.26). Compared with the race-agnostic RSRR and RSMR, composite race-specific metrics for all patients demonstrated stronger correlation with RSRR (correlation coefficient: 0.60 versus 0.74) and RSMR (correlation coefficient: 0.44 versus 0.51) for Black patients. Concordance in hospital performance for all patients and patients of Black race was also higher with race-specific (versus race-agnostic) metrics (RSRR=64% versus 53% concordantly high-performing; 61% versus 51% concordantly low-performing). Race-specific RSRR and RSMR metrics (versus race-agnostic) led to reclassification in performance ranking of 35.8% and 39.2% of hospitals, respectively, with better 30-day and 1-year outcomes for patients of all race groups at hospitals reclassified as high-performing. CONCLUSIONS: Among patients hospitalized with heart failure, race-specific 30-day RSMR and RSRR are more equitable in representing hospital performance for patients of Black and other races.


Assuntos
Insuficiência Cardíaca , Readmissão do Paciente , Humanos , Idoso , Estados Unidos/epidemiologia , Medicare , Hospitalização , Hospitais , Insuficiência Cardíaca/diagnóstico , Insuficiência Cardíaca/terapia , Mortalidade Hospitalar
6.
Ann Thorac Surg ; 115(4): 870-876, 2023 04.
Artigo em Inglês | MEDLINE | ID: mdl-36967709

RESUMO

BACKGROUND: Patients with pure native aortic regurgitation (AR) have been excluded from transcatheter aortic valve replacement (TAVR) trials. We sought to examine midterm outcomes with TAVR in AR compared with surgical AVR (SAVR) in a contemporary cohort. METHODS: Medicare beneficiaries who underwent elective TAVR or SAVR for pure AR from 2016 to 2019 were identified. Patients with concomitant aortic stenosis and who underwent a valve-in-valve intervention or concomitant mitral valve or ascending aorta operation were excluded. The primary outcome was all-cause mortality in the longest follow-up. Secondary outcomes included stroke, endocarditis, and redo AVR. Overlap propensity score weighting was used to adjust for confounders. RESULTS: During the study period, 11,027 patients with pure AR underwent elective AVR (TAVR, n = 1147; SAVR, n = 9880). SAVR patients were younger, with fewer comorbidities and less frailty compared with TAVR patients. TAVR was associated with adjusted 30-day mortality comparable to SAVR. After a median follow-up of 31 months (interquartile range, 18-44 months), TAVR was associated with higher adjusted risk of death (hazard ratio [HR], 1.41; 95% CI, 1.03-1.93; P = .02) and need for redo-AVR (HR, 2.13; 95% CI, 1.05-4.34; P = .03) compared with SAVR. The risk of stroke (HR, 1.65; 95% CI, 0.95-2.87; P = .07) and endocarditis (HR, 2.60; 95% CI, 0.92-7.36; P = .07) was numerically higher with TAVR. CONCLUSIONS: In Medicare patients with pure native AR, TAVR with the current commercially available transcatheter valves has comparable short-term outcomes. Although long-term outcomes were inferior to SAVR, the possibility of residual confounding, biasing long-term outcomes, given older and frailer TAVR patients, cannot be excluded.


Assuntos
Insuficiência da Valva Aórtica , Estenose da Valva Aórtica , Endocardite , Implante de Prótese de Valva Cardíaca , Acidente Vascular Cerebral , Substituição da Valva Aórtica Transcateter , Humanos , Idoso , Estados Unidos/epidemiologia , Valva Aórtica/cirurgia , Insuficiência da Valva Aórtica/complicações , Insuficiência da Valva Aórtica/cirurgia , Resultado do Tratamento , Medicare , Estenose da Valva Aórtica/complicações , Estenose da Valva Aórtica/cirurgia , Endocardite/complicações , Endocardite/cirurgia , Fatores de Risco
7.
J Am Coll Cardiol ; 81(2): 105-115, 2023 01 17.
Artigo em Inglês | MEDLINE | ID: mdl-36631204

RESUMO

BACKGROUND: Obstructive hypertrophic cardiomyopathy (oHCM) is increasingly being diagnosed in elderly patients. OBJECTIVES: The authors sought to study long-term outcomes of septal reduction therapies (SRT) in Medicare patients with oHCM, and hospital volume-outcome relation. METHODS: Medicare beneficiaries aged >65 years who underwent SRT, septal myectomy (SM) or alcohol septal ablation (ASA), from 2013 through 2019 were identified. Primary outcome was all-cause mortality, and secondary outcomes included heart failure (HF) readmission and need for redo SRT in follow-up. Overlap propensity score weighting was used to adjust for differences between both groups. Relation between hospital SRT volume and short-term and long-term mortality was studied. RESULTS: The study included 5,679 oHCM patients (SM = 3,680 and ASA = 1,999, mean age 72.9 vs 74.8 years, women 67.2% vs 71.1%; P < 0.01). SM patients had fewer comorbidities, but after adjustment, both groups were well balanced. At 4 years (IQR: 2-6 years), although there was no difference in long-term mortality between SM and ASA (HR: 0.87; 95% CI: 0.74-1.03; P = 0.1), on landmark analysis, SM was associated with lower mortality after 2 years of follow-up (HR: 0.72; 95% CI: 0.60-0.87; P < 0.001) and had lower need for redo SRT. Both reduced HF readmissions in follow-up vs 1 year pre-SRT. Higher-volume centers had better outcomes vs lower-volume centers, but 70% of SRT were performed in low-volume centers. CONCLUSIONS: SRT reduced HF readmission in Medicare patients with oHCM. SM is associated with lower redo and better long-term survival compared with ASA. Despite better outcomes in high-volume centers, 70% of SRT are performed in low-volume U.S. centers.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Cardiomiopatia Hipertrófica , Insuficiência Cardíaca , Humanos , Idoso , Feminino , Estados Unidos/epidemiologia , Resultado do Tratamento , Medicare , Septos Cardíacos/cirurgia , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Insuficiência Cardíaca/etiologia , Cardiomiopatia Hipertrófica/cirurgia , Cardiomiopatia Hipertrófica/diagnóstico
8.
J Am Heart Assoc ; 11(18): e026411, 2022 09 20.
Artigo em Inglês | MEDLINE | ID: mdl-36102221

RESUMO

Background Rheumatic immune mediated inflammatory diseases (IMIDs) are associated with high risk of acute coronary syndrome. The long-term prognosis of acute coronary syndrome in patients with rheumatic IMIDs is not well studied. Methods and Results We identified Medicare beneficiaries admitted with a primary diagnosis of myocardial infarction (MI) from 2014 to 2019. Outcomes of patients with MI and concomitant rheumatic IMIDs including systemic lupus erythematosus, rheumatoid arthritis, systemic sclerosis, dermatomyositis, or psoriasis were compared with propensity matched control patients without rheumatic IMIDs. One-to-three propensity-score matching was done for exact age, sex, race, ST-segment-elevation MI, and non-ST-segment-elevation MI variables and greedy approach on other comorbidities. The study primary outcome was all-cause mortality. The study cohort included 1 654 862 patients with 3.6% prevalence of rheumatic IMIDs, the most common of which was rheumatoid arthritis, followed by systemic lupus erythematosus. Patients with rheumatic IMIDs were younger, more likely to be women, and more likely to present with non-ST-segment-elevation MI. Patients with rheumatic IMIDs were less likely to undergo coronary angiography, percutaneous coronary intervention or coronary artery bypass grafting. After propensity-score matching, at median follow up of 24 months (interquartile range 9-45), the risk of mortality (adjusted hazard ratio [HR], 1.15 [95% CI, 1.14-1.17]), heart failure (HR, 1.12 [95% CI 1.09-1.14]), recurrent MI (HR, 1.08 [95% CI 1.06-1.11]), and coronary reintervention (HR, 1.06 [95% CI, 1.01-1.13]) (P<0.05 for all) was higher in patients with versus without rheumatic IMIDs. Conclusions Patients with MI and rheumatic IMIDs have higher risk of mortality, heart failure, recurrent MI, and need for coronary reintervention during follow-up compared with patients without rheumatic IMIDs.


Assuntos
Síndrome Coronariana Aguda , Artrite Reumatoide , Insuficiência Cardíaca , Lúpus Eritematoso Sistêmico , Infarto do Miocárdio , Infarto do Miocárdio sem Supradesnível do Segmento ST , Síndrome Coronariana Aguda/diagnóstico , Síndrome Coronariana Aguda/terapia , Idoso , Feminino , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Humanos , Masculino , Medicare , Infarto do Miocárdio sem Supradesnível do Segmento ST/diagnóstico , Infarto do Miocárdio sem Supradesnível do Segmento ST/terapia , Fatores de Tempo , Estados Unidos/epidemiologia
9.
Circulation ; 146(17): 1297-1309, 2022 10 25.
Artigo em Inglês | MEDLINE | ID: mdl-36154237

RESUMO

BACKGROUND: Assessing hospital performance for cardiac surgery necessitates consistent and valid care quality metrics. The association of hospital-level risk-standardized home time for cardiac surgeries with other performance metrics such as mortality rate, readmission rate, and annual surgical volume has not been evaluated previously. METHODS: The study included Medicare beneficiaries who underwent isolated or concomitant coronary artery bypass graft, aortic valve, or mitral valve surgery from January 1, 2013, to October 1, 2019. Hospital-level performance metrics of annual surgical volume, 90-day risk-standardized mortality rate, 90-day risk-standardized readmission rate, and 90-day risk-standardized home time were estimated starting from the day of surgery using generalized linear mixed models with a random intercept for the hospital. Correlations between the performance metrics were assessed using the Pearson correlation coefficient. Patient-level clinical outcomes were also compared across hospital quartiles by 90-day risk-standardized home time. Last, the temporal stability of performance metrics for each hospital during the study years was also assessed. RESULTS: Overall, 919 698 patients (age 74.2±5.8 years, 32% women) were included from 1179 hospitals. Median 90-day risk-standardized home time was 71.2 days (25th-75th percentile, 66.5-75.6), 90-day risk-standardized readmission rate was 26.0% (19.5%-35.7%), and 90-day risk-standardized mortality rate was 6.0% (4.0%-8.8%). Across 90-day home time quartiles, a graded decline was observed in the rates of in-hospital, 90-day, and 1-year mortality, and 90-day and 1-year readmission. Ninety-day home time had a significant positive correlation with annual surgical volume (r=0.31; P<0.001) and inverse correlation with 90-day risk-standardized readmission rate (r=-0.40; P <0.001) and 90-day risk-standardized mortality rate (r=-0.60; P <0.001). Use of 90-day home time as a performance metric resulted in a meaningful reclassification in performance ranking of 22.8% hospitals compared with annual surgical volume, 11.6% compared with 90-day risk-standardized mortality rate, and 19.9% compared with 90-day risk-standardized readmission rate. Across the 7 years of the study period, 90-day home time demonstrated the most temporal stability of the hospital performance metrics. CONCLUSIONS: Ninety-day risk-standardized home time is a feasible, comprehensive, patient-centered metric to assess hospital-level performance in cardiac surgery with greater temporal stability than mortality and readmission measures.


Assuntos
Procedimentos Cirúrgicos Cardíacos , Readmissão do Paciente , Estados Unidos/epidemiologia , Humanos , Feminino , Idoso , Idoso de 80 Anos ou mais , Masculino , Medicare , Hospitais , Ponte de Artéria Coronária
10.
Cardiovasc Diagn Ther ; 12(4): 464-474, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36033228

RESUMO

Background: Given the increasing healthcare costs, there is an interest in developing machine learning (ML) prediction models for estimating hospitalization charges. We use ML algorithms to predict hospitalization charges for patients undergoing transfemoral transcatheter aortic valve replacement (TF-TAVR) utilizing the National Inpatient Sample (NIS) database. Methods: Patients who underwent TF-TAVR from 2012 to 2016 were included in the study. The primary outcome was total hospitalization charges. Study dataset was divided into 80% training and 20% testing sets. We used following ML regression algorithms: random forest, gradient boosting, k-nearest neighbors (KNN), multi-layer perceptron and linear regression. ML algorithms were built for for 3 stages: Stage 1, including variables that were known pre-procedurally (prior to TF-TAVR); Stage 2, including variables that were known post-procedurally; Stage 3, including length of stay (LOS) in addition to the stage 2 variables. Results: A total of 18,793 hospitalization for TF-TAVR were analyzed. The mean and median adjusted hospitalization charges were $220,725.2 ($137,675.1) and $187,212.0 ($137,971.0-264,824.8) respectively. Random forest regression algorithm outperformed other ML algorithms at all stages with higher R2 score and lower mean absolute error (MAE), root mean squared area (RMSE) and root mean squared logarithmic error (RMSLE) (Stage 1: MAE 79,979.11, R2 0.157; Stage 2: MAE 76,200.09, R2 0.256; Stage 3: MAE 69,350.09, R2 0.453). LOS was the most important predictor of hospitalization charges. Conclusions: We built ML algorithms that predict hospitalization charges with good accuracy in patients undergoing TF-TAVR at different stages of hospitalization and that can be used by healthcare providers to better understand the drivers of charges.

11.
J Am Heart Assoc ; 11(17): e026666, 2022 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-36000413

RESUMO

Background We sought to examine outcomes of direct oral anticoagulants (DOACs) versus warfarin in atrial fibrillation with valve repair/replacement. Methods and Results Two atrial fibrillation cohorts from Medicare were identified from 2015 to 2019. They comprised patients who underwent surgical or transcatheter mitral valve repair (MV repair cohort) and surgical aortic or mitral bioprosthetic or transcatheter aortic valve replacement (bioprosthetic cohort). Each cohort was divided into warfarin and DOACs (apixaban, rivaroxaban, and dabigatran) groups. Study outcomes included mortality, stroke, and major bleeding. Inverse probability weighting was used for adjustment between the 2 groups in each cohort. The MV repair cohort included 1178 patients. After a median of 468 days, DOACs were associated with lower risk of mortality (hazard ratio [HR], 0.67 [95% CI, 0.55-0.82], P<0.001), ischemic stroke (HR, 0.72 [95% CI, 0.52-1.00], P=0.05) and bleeding (HR, 0.79 [95% CI, 0.63-0.99], P=0.04) compared with warfarin. The bioprosthetic cohort included 8089 patients. After a median follow-up of 413 days, DOACs were associated with similar risk of mortality (adjusted HR, 0.93 [95% CI, 0.86-1.01], P=0.08), higher risk of ischemic stroke (adjusted HR, 1.27 [95% CI, 1.13-1.43], P<0.001), and lower risk of bleeding (adjusted HR, 0.86 [95% CI, 0.80-0.93], P<0.001) compared with warfarin. Conclusions In patients with atrial fibrillation, DOACs are associated with similar mortality, lower bleeding, but higher stroke with bioprosthetic valve replacement and lower risk of all 3 outcomes with MV repair compared with warfarin.


Assuntos
Fibrilação Atrial , AVC Isquêmico , Acidente Vascular Cerebral , Administração Oral , Idoso , Anticoagulantes/efeitos adversos , Fibrilação Atrial/complicações , Fibrilação Atrial/diagnóstico , Fibrilação Atrial/tratamento farmacológico , Dabigatrana/efeitos adversos , Hemorragia/induzido quimicamente , Hemorragia/epidemiologia , Humanos , Medicare , Piridonas/uso terapêutico , Rivaroxabana/uso terapêutico , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/prevenção & controle , Estados Unidos/epidemiologia , Varfarina/efeitos adversos
12.
Circ Cardiovasc Interv ; 15(8): e011778, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35904015

RESUMO

BACKGROUND: Percutaneous ventricular assist devices (PVADs) have been replacing intra-aortic balloon pumps for hemodynamic support during percutaneous coronary intervention (PCI), even though data supporting a benefit for hard clinical end points remain limited. We evaluated diffusion of PVADs across US markets and examined the association of market utilization of PVAD with mortality and cost. METHODS: Using the 2013 to 2019 Medicare data, we identified all patients aged ≥65 years who underwent PCI with either a PVAD or intra-aortic balloon pump. We used hospital referral region to define regional health care markets and categorized them in quartiles based on the proportional use of PVADs during PCI. Multilevel models were constructed to determine the association of patient, hospital, and market factors with utilization of PVADs and the association of PVAD utilization with 30-day mortality and cost. RESULTS: A total of 79 176 patients underwent PCI with either intra-aortic balloon pump (47 514 [60.0%]) or PVAD (31 662 [40.0%]). The proportion of PCI procedures with PVAD increased over time (17% in 2013 to 57% in 2019; P for trend, <0.001), such that PVADs overtook intra-aortic balloon pump for hemodynamic support during PCI in 2018. There was a large variation in PVAD utilization across markets (range, 0%-85%), which remained unchanged after adjustment of patient characteristics (median odds ratio, 2.05 [95% CI, 1.91-2.17]). The presence of acute myocardial infarction, cardiogenic shock, and emergent status was associated with a 45% to 50% lower odds of PVAD use suggesting that PVADs were less likely to be used in the sickest patients. Greater utilization of PVAD at the market level was not associated with lower risk mortality but was associated with higher cost. CONCLUSIONS: Although utilization of PVADs for PCI continues to increase, there is large variation in PVAD utilization across markets. Greater market utilization of PVADs was not associated with lower mortality but was associated with higher cost.


Assuntos
Coração Auxiliar , Intervenção Coronária Percutânea , Idoso , Humanos , Balão Intra-Aórtico/efeitos adversos , Medicare , Intervenção Coronária Percutânea/efeitos adversos , Choque Cardiogênico , Resultado do Tratamento , Estados Unidos
13.
J Am Coll Cardiol ; 79(25): 2471-2485, 2022 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-35738707

RESUMO

BACKGROUND: The impact of pre-existing atrial fibrillation (AF) on outcomes after noncardiac surgery is not clear. OBJECTIVES: We aimed to study the impact of AF on the risk of adverse outcomes after noncardiac surgery in a nationwide cohort. METHODS: We identified Medicare beneficiaries admitted for noncardiac surgery from 2015 to 2019 and divided the study cohort into 2 groups: with and without AF. Noncardiac surgery was classified into vascular, thoracic, general, genitourinary, gynecological, orthopedics and neurosurgery, breast, head and neck, and transplant. We used propensity score matching on exact age, sex, race, urgency and type of surgery, revised cardiac risk index (RCRI) and CHA2DS2-VASc score, and tight caliper on other comorbidities. The study outcomes were 30-day mortality, stroke, myocardial infarction, and heart failure. We examined the incremental utility of AF in addition to RCRI to predict adverse events after noncardiac surgery. RESULTS: The study cohort included 8,635,758 patients who underwent noncardiac surgery (16.4% with AF). Patients with AF were older, more likely to be men, and had higher prevalence of comorbidities. After propensity score matching, AF was associated with higher risk of mortality (OR: 1.31; 95% CI: 1.30-1.32), heart failure (OR: 1.31; 95% CI: 1.30-1.33), and stroke (OR: 1.40; 95% CI: 1.37-1.43) and lower risk of myocardial infarction (OR: 0.81; 95% CI: 0.79-0.82). Results were consistent in subgroup analysis by sex, race, type of surgery, and all strata of RCRI and CHA2DS2-VASc score. AF improved the discriminative ability of RCRI (C-statistic 0.73 to 0.76). CONCLUSION: Pre-existing AF is independently associated with postoperative adverse outcomes after NCS.


Assuntos
Fibrilação Atrial , Insuficiência Cardíaca , Infarto do Miocárdio , Acidente Vascular Cerebral , Idoso , Fibrilação Atrial/complicações , Feminino , Humanos , Masculino , Medicare , Infarto do Miocárdio/complicações , Medição de Risco/métodos , Fatores de Risco , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/etiologia , Estados Unidos/epidemiologia
14.
J Heart Lung Transplant ; 41(7): 914-918, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35537903

RESUMO

BACKGROUND: Class II obesity affects 1 in 5 patients with left ventricular assist device (LVAD) and is considered a potential barrier to heart transplantation (HT). Studies about the outcomes of bariatric surgery in this population are scarce. METHODS: We identified Medicare beneficiaries who had an LVAD placed from 2012 to 2019 and had at least class II obesity at the time of LVAD placement and identified patients who underwent bariatric surgery during or after the LVAD implantation admission. The primary outcome was major adverse cardiovascular events (MACE) at 30 days (mortality, cerebral hemorrhage, or ischemic stroke) after bariatric surgery. RESULTS: Among patients who underwent LVAD implantation from 2012 to 2019, 2798 (19.4%) had at least class II obesity, and 198 (7.1%) patients had bariatric surgery (24 on same admission and 174 after a median of 702 days). After bariatric surgery in LVAD patients, 30-day MACE was 6.1%, 30-day mortality was <5.5%, and 1-year mortality was 12.6%. Heart failure readmission burden declined after bariatric surgery (incidence rate ratio 0.20 (95% CI 0.11-0.38), p < 0.001). Thirty-seven patients underwent HT after a median of 371 days (IQR 246-575 days), and 13 patients underwent LVAD explant due to recovery. On time-dependent, competing risk, Cox regression, bariatric surgery was associated with a 3-fold higher probability of HT in follow-up compared to patients who did not get bariatric surgery (sub-distribution HR 2.95, 95% CI 2.09-4.17, p < 0.001). CONCLUSIONS: Bariatric surgery in patients with LVAD support is associated with decreased heart failure events and higher chances of heart transplantation.


Assuntos
Cirurgia Bariátrica , Insuficiência Cardíaca , Transplante de Coração , Coração Auxiliar , Idoso , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/cirurgia , Coração Auxiliar/efeitos adversos , Humanos , Medicare , Obesidade , Estudos Retrospectivos , Resultado do Tratamento , Estados Unidos/epidemiologia
15.
J Am Heart Assoc ; 11(10): e025342, 2022 05 17.
Artigo em Inglês | MEDLINE | ID: mdl-35535610

RESUMO

Background Readmission occurs in 1 out of 3 patients with heart failure (HF). We aimed to study the incidence and prognostic implications of rehospitalizations because of arterial thromboembolism events (ATEs) and venous thromboembolism events (VTEs) after discharge in patients with HF. Methods and Results We identified Medicare beneficiaries who were admitted with a primary diagnosis of HF from 2014 to 2019, with a hospital stay ranging between 3 and10 days, followed by discharge to home. We calculated incidence of ATEs (myocardial infarction, ischemic stroke, or systemic embolism) and VTEs (deep venous thrombosis and pulmonary embolism) up to 90 days after discharge. Out of 2 953 299 patients admitted with HF during the study period, a total of 585 353 patients met the inclusion criteria, and 36.6% were readmitted within 90 days of discharge. The incidence of readmission due ATEs, VTEs, HF, and all other reasons was 3.4%, 0.5%, 13.2%, and 19.5%, respectively. Incidence of thromboembolic events was highest within 14 days after discharge. Factors associated with ATEs included prior coronary, peripheral, or cerebrovascular disease and for VTEs included malignancy and prior liver or lung disease. ATE/VTE readmission had a 30-day mortality of 19.9%. After a median follow-up period of 25.6 months, ATE and VTE readmissions were associated with higher risk of mortality (hazard ratio, 2.76 [95% CI, 2.71-2.81] and 2.17 [95% CI, 2.08-2.27], respectively; P<0.001 for both) compared with no readmission on time-dependent Cox regression. Conclusions After a HF hospitalization, 3.9% of patients were readmitted with a thromboembolic event that was associated with 2- to 3-fold greater risk of mortality in follow-up.


Assuntos
Insuficiência Cardíaca , Trombose , Tromboembolia Venosa , Idoso , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Hospitalização , Humanos , Incidência , Medicare , Readmissão do Paciente , Prognóstico , Estudos Retrospectivos , Fatores de Risco , Trombose/complicações , Estados Unidos/epidemiologia , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/epidemiologia , Tromboembolia Venosa/etiologia
16.
J Am Coll Cardiol ; 79(15): 1429-1437, 2022 04 19.
Artigo em Inglês | MEDLINE | ID: mdl-35422238

RESUMO

BACKGROUND: The long-term effect of bariatric surgery on cardiovascular outcomes in the elderly population is not well studied. OBJECTIVES: The aim of this study was to evaluate the association between bariatric surgery and long-term cardiovascular outcomes in the Medicare population. METHODS: Medicare beneficiaries who underwent bariatric surgery from 2013 to 2019 were matched to a control group of patients with obesity with a 1:1 exact matching based on age, sex, body mass index, and propensity score matching on 87 clinical variables. The study outcomes included all-cause mortality, new-onset heart failure (HF), myocardial infarction (MI), and ischemic stroke. An instrumental variable analysis was performed as a sensitivity analysis. RESULTS: The study cohort included 189,770 patients (94,885 matched patients in each group). By study design, the 2 groups had similar age (mean: 62.33 ± 10.62 years), sex (70% female), and degree of obesity (mean body mass index: 44.7 ± 7.3 kg/m2) and were well balanced on all clinical variables. After a median follow-up of 4.0 years (IQR: 2.4-5.7 years), bariatric surgery was associated with a lower risk of mortality (9.2 vs 14.7 per 1,000 person-years; HR: 0.63; 95% CI: 0.60-0.66), new-onset HF (HR: 0.46; 95% CI: 0.44-0.49), MI (HR: 0.63; 95% CI: 0.59-0.68), and stroke (HR: 0.71; 95%: CI: 0.65-0.79) (P < 0.001). The benefit of bariatric surgery was evident in patients who were 65 years and older. Using instrumental variable analysis, bariatric surgery was associated with a lower risk of mortality, HF, and MI. CONCLUSIONS: Among Medicare beneficiaries with obesity, bariatric surgery is associated with lower risk of mortality, new-onset HF, and MI.


Assuntos
Cirurgia Bariátrica , Insuficiência Cardíaca , Infarto do Miocárdio , Idoso , Índice de Massa Corporal , Feminino , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/cirurgia , Humanos , Masculino , Medicare , Pessoa de Meia-Idade , Infarto do Miocárdio/complicações , Infarto do Miocárdio/epidemiologia , Infarto do Miocárdio/cirurgia , Obesidade/complicações , Obesidade/epidemiologia , Obesidade/cirurgia , Estudos Retrospectivos , Estados Unidos/epidemiologia
17.
Circulation ; 145(2): 110-121, 2022 01 11.
Artigo em Inglês | MEDLINE | ID: mdl-34743555

RESUMO

BACKGROUND: Socioeconomic disadvantage is a strong determinant of adverse outcomes in patients with heart failure. However, the contribution of community-level economic distress to adverse outcomes in heart failure may differ across races and ethnicities. METHODS: Patients of self-reported Black, White, and Hispanic race and ethnicity hospitalized with heart failure between 2014 and 2019 were identified from the Medicare MedPAR Part A 100% Files. We used patient-level residential ZIP code to quantify community-level economic distress on the basis of the Distressed Community Index (quintile 5: economically distressed versus quintiles 1-4: nondistressed). The association of continuous and categorical measures (distressed versus nondistressed) of Distressed Community Index with 30-day, 6-month, and 1-year risk-adjusted mortality, readmission burden, and home time were assessed separately by race and ethnicity groups. RESULTS: The study included 1 611 586 White (13.2% economically distressed), 205 840 Black (50.6% economically distressed), and 89 199 Hispanic (27.3% economically distressed) patients. Among White patients, living in economically distressed (versus nondistressed) communities was significantly associated with a higher risk of adverse outcomes at 30-day and 1-year follow-up. Among Black and Hispanic patients, the risk of adverse outcomes associated with living in distressed versus nondistressed communities was not meaningfully different at 30 days and became more prominent by 1-year follow-up. Similarly, in the restricted cubic spline analysis, a stronger and more graded association was observed between Distressed Community Index score and risk of adverse outcomes in White patients (versus Black and Hispanic patients). Furthermore, the association between community-level economic distress and risk of adverse outcomes for Black patients differed in rural versus urban areas. Living in economically distressed communities was significantly associated with a higher risk of mortality and lower home time at 1-year follow-up in rural areas but not urban areas. CONCLUSIONS: The association between community-level economic distress and risk of adverse outcomes differs across race and ethnic groups, with a stronger association noted in White patients at short- and long-term follow-up. Among Black patients, the association of community-level economic distress with a higher risk of adverse outcomes is less evident in the short term and is more robust and significant in the long-term follow-up and rural areas.


Assuntos
Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Efeitos Adversos de Longa Duração/patologia , Idoso , Idoso de 80 Anos ou mais , Feminino , Hospitalização , Humanos , Masculino , Medicare , Fatores Raciais , Estados Unidos
18.
J Am Heart Assoc ; 10(17): e021674, 2021 09 07.
Artigo em Inglês | MEDLINE | ID: mdl-34431314

RESUMO

Background Anticoagulation is indicated for 4 weeks after cardioversion in patients with atrial fibrillation/flutter. We sought to examine whether there is evidence of sex or racial disparity in anticoagulant prescription following cardioversion, and whether postcardioversion anticoagulation affects outcomes. Methods and Results We identified a representative sample of Medicare patients who underwent elective electric cardioversion in an outpatient setting from 2015 to 2017. We identified patients who had an anticoagulant prescription for 3 months after the cardioversion date. Multivariable logistic regression was used to assess factors associated with a prescription of an anticoagulant after cardioversion. Cox regression analysis was used to test association of anticoagulation with a composite end point of 90-day mortality, ischemic stroke, or arterial embolism. The final study cohort included 7860 patients. Overall, 5510 patients (70.1%) received any anticoagulation following cardioversion, while 2350 (29.9%) did not. Patients who did not receive anticoagulation were younger, with a lower burden of most comorbidities. Patients were less likely to receive anticoagulation if they had dementia or atrial flutter, while patients with valvular heart disease, obesity, heart failure, peripheral vascular or coronary disease, or hypertension were more likely to receive anticoagulation. Female sex (adjusted odds ratio, 0.84; 95% CI, 0.75-0.92; P<0.001), Black and Hispanic race (adjusted odds ratio, 0.50; 95% CI, 0.38-0.65; and odds ratio, 0.56; 95% CI, 0.41-0.75, respectively; P<0.001) were independently associated with lower probability of anticoagulant prescription. Postcardioversion anticoagulation was associated with lower risk of the composite end point (adjusted hazard ratio, 0.38; 95% CI, 0.27-0.52; P<0.001). Conclusions Racial and sex disparities exist in anticoagulant prescription after outpatient elective cardioversion for atrial fibrillation.


Assuntos
Anticoagulantes , Fibrilação Atrial , Flutter Atrial , Disparidades em Assistência à Saúde , Fatores Raciais , Fatores Sexuais , Anticoagulantes/uso terapêutico , Fibrilação Atrial/tratamento farmacológico , Flutter Atrial/terapia , Cardioversão Elétrica , Feminino , Humanos , Masculino , Medicare , Estados Unidos/epidemiologia
19.
J Am Coll Cardiol ; 77(14): 1703-1713, 2021 04 13.
Artigo em Inglês | MEDLINE | ID: mdl-33832596

RESUMO

BACKGROUND: Patients with rheumatic aortic stenosis (AS) were excluded from transcatheter aortic valve replacement (TAVR) trials. OBJECTIVES: The authors sought to examine outcomes with TAVR versus surgical aortic valve replacement (SAVR) in patients with rheumatic AS, and versus TAVR in nonrheumatic AS. METHODS: The authors identified Medicare beneficiaries who underwent TAVR or SAVR from October 2015 to December 2017, and then identified patients with rheumatic AS using prior validated International Classification of Diseases, Version 10 codes. Overlap propensity score weighting analysis was used to adjust for measured confounders. The primary study outcome was all-cause mortality. Multiple secondary outcomes were also examined. RESULTS: The final study cohort included 1,159 patients with rheumatic AS who underwent aortic valve replacement (SAVR, n = 554; TAVR, n = 605), and 88,554 patients with nonrheumatic AS who underwent TAVR. Patients in the SAVR group were younger and with lower prevalence of most comorbidities and frailty scores. After median follow-up of 19 months (interquartile range: 13 to 26 months), there was no difference in all-cause mortality with TAVR versus SAVR (11.2 vs. 7.0 per 100 person-year; adjusted hazard ratio: 1.53; 95% confidence interval: 0.84 to 2.79; p = 0.2). Compared with TAVR in nonrheumatic AS, TAVR for rheumatic AS was associated with similar mortality (15.2 vs. 17.7 deaths per 100 person-years (adjusted hazard ratio: 0.87; 95% confidence interval: 0.68 to 1.09; p = 0.2) after median follow-up of 17 months (interquartile range: 11 to 24 months). None of the rheumatic TAVR patients, <11 SAVR patients, and 242 nonrheumatic TAVR patients underwent repeat aortic valve replacement (124 redo-TAVR and 118 SAVR) at follow-up. CONCLUSIONS: Compared with SAVR, TAVR could represent a viable and possibly durable option for patients with rheumatic AS.


Assuntos
Estenose da Valva Aórtica , Implante de Prótese de Valva Cardíaca , Complicações Pós-Operatórias , Cardiopatia Reumática/complicações , Substituição da Valva Aórtica Transcateter , Idoso , Estenose da Valva Aórtica/diagnóstico , Estenose da Valva Aórtica/etiologia , Estenose da Valva Aórtica/mortalidade , Estenose da Valva Aórtica/cirurgia , Feminino , Implante de Prótese de Valva Cardíaca/efeitos adversos , Implante de Prótese de Valva Cardíaca/métodos , Humanos , Classificação Internacional de Doenças , Masculino , Medicare/estatística & dados numéricos , Mortalidade , Avaliação de Resultados em Cuidados de Saúde , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/mortalidade , Prevalência , Cardiopatia Reumática/epidemiologia , Fatores de Risco , Substituição da Valva Aórtica Transcateter/efeitos adversos , Substituição da Valva Aórtica Transcateter/métodos , Estados Unidos/epidemiologia
20.
Am Heart J ; 234: 23-30, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33388288

RESUMO

BACKGROUND: Patterns of diffusion of TAVR in the United States (U.S.) and its relation to racial disparities in TAVR utilization remain unknown. METHODS: We identified TAVR hospitals in the continental U.S. from 2012-2017 using Medicare database and mapped them to Hospital Referral Regions (HRR). We calculated driving distance from each residential ZIP code to the nearest TAVR hospital and calculated the proportion of the U.S. population, in general and by race, that lived <100 miles driving distance from the nearest TAVR center. Using a discrete time hazard logistic regression model, we examined the association of hospital and HRR variables with the opening of a TAVR program. RESULTS: The number of TAVR hospitals increased from 230 in 2012 to 540 in 2017. The proportion of the U.S. population living <100 miles from nearest TAVR hospital increased from 89.3% in 2012 to 94.5% in 2017. Geographic access improved for all racial and ethnic subgroups: Whites (84.1%-93.6%), Blacks (90.0%- 97.4%), and Hispanics (84.9%-93.7%). Within a HRR, the odds of opening a new TAVR program were higher among teaching hospitals (OR 1.48, 95% CI 1.16-1.88) and hospital bed size (OR 1.44, 95% CI 1.37-1.52). Market-level factors associated with new TAVR programs were proportion of Black (per 1%, OR 0.78, 95% CI 0.69-0.89) and Hispanic (per 1%, OR 0.82, 95% CI 0.75-0.90) residents, the proportion of hospitals within the HRR that already had a TAVR program (per 10%, OR 1.07, 95% CI 1.03-1.11), P <.01 for all. CONCLUSION: The expansion of TAVR programs in the U.S. has been accompanied by an increase in geographic coverage for all racial subgroups. Further study is needed to determine reasons for TAVR underutilization in Blacks and Hispanics.


Assuntos
Institutos de Cardiologia , Acessibilidade aos Serviços de Saúde , Substituição da Valva Aórtica Transcateter , Humanos , Negro ou Afro-Americano/estatística & dados numéricos , Institutos de Cardiologia/estatística & dados numéricos , Institutos de Cardiologia/tendências , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde/tendências , Hispânico ou Latino/estatística & dados numéricos , Número de Leitos em Hospital/estatística & dados numéricos , Hospitais de Ensino/estatística & dados numéricos , Hospitais de Ensino/tendências , Modelos Logísticos , Medicare/estatística & dados numéricos , Desenvolvimento de Programas/estatística & dados numéricos , Encaminhamento e Consulta/estatística & dados numéricos , Substituição da Valva Aórtica Transcateter/estatística & dados numéricos , Substituição da Valva Aórtica Transcateter/tendências , Estados Unidos/etnologia , Brancos
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