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1.
Echocardiography ; 33(3): 386-97, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26525308

RESUMO

BACKGROUND: Several large epidemiologic studies and clinical trials have included echocardiography, but images were stored in analog format and these studies predated tissue Doppler imaging (TDI) and speckle tracking echocardiography (STE). We hypothesized that digitization of analog echocardiograms, with subsequent quantification of cardiac mechanics using STE, is feasible, reproducible, accurate, and produces clinically valid results. METHODS: In the NHLBI HyperGEN study (N = 2234), archived analog echocardiograms were digitized and subsequently analyzed using STE to obtain tissue velocities/strain. Echocardiograms were assigned quality scores and inter-/intra-observer agreement was calculated. Accuracy was evaluated in: (1) a separate second study (N = 50) comparing prospective digital strain versus post hoc analog-to-digital strain, and (2) in a third study (N = 95) comparing prospectively obtained TDI e' velocities with post hoc STE e' velocities. Finally, we replicated previously known associations between tissue velocities/strain, conventional echocardiographic measurements, and clinical data. RESULTS: Of the 2234 HyperGEN echocardiograms, 2150 (96.2%) underwent successful digitization and STE analysis. Inter/intra-observer agreement was high for all STE parameters, especially longitudinal strain (LS). In accuracy studies, LS performed best when comparing post hoc STE to prospective digital STE for strain analysis. STE-derived e' velocities correlated with, but systematically underestimated, TDI e' velocity. Several known associations between clinical variables and cardiac mechanics were replicated in HyperGEN. We also found a novel independent inverse association between fasting glucose and LS (adjusted ß = -2.4 [95% CI -3.6, -1.2]% per 1-SD increase in fasting glucose; P < 0.001). CONCLUSIONS: Archeological echocardiography, the digitization and speckle tracking analysis of archival echocardiograms, is feasible and generates indices of cardiac mechanics similar to contemporary studies.


Assuntos
Conversão Análogo-Digital , Ecocardiografia/métodos , Técnicas de Imagem por Elasticidade/métodos , Sistemas de Informação em Radiologia/organização & administração , Disfunção Ventricular Esquerda/diagnóstico por imagem , Disfunção Ventricular Esquerda/fisiopatologia , Mineração de Dados/métodos , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Processamento de Sinais Assistido por Computador
2.
Circulation ; 129(1): 42-50, 2014 Jan 07.
Artigo em Inglês | MEDLINE | ID: mdl-24077169

RESUMO

BACKGROUND: Albuminuria is a marker of endothelial dysfunction and has been associated with adverse cardiovascular outcomes. The reasons for this association are unclear but may be attributable to the relationship between endothelial dysfunction and intrinsic myocardial dysfunction. METHODS AND RESULTS: In the Hypertension Genetic Epidemiology Network (HyperGEN) Study, a population- and family-based study of hypertension, we examined the relationship between urine albumin-to-creatinine ratio (UACR) and cardiac mechanics (n=1894, all of whom had normal left ventricular ejection fraction and wall motion). We performed speckle-tracking echocardiographic analysis to quantify global longitudinal, circumferential, and radial strain, and early diastolic (e') tissue velocities. We used E/e' ratio as a marker of increased left ventricular filling pressures. We used multivariable-adjusted linear mixed effect models to determine independent associations between UACR and cardiac mechanics. The mean age was 50±14 years, 59% were female, and 46% were black. Comorbidities were increasingly prevalent among higher UACR quartiles. Albuminuria was associated with global longitudinal strain, global circumferential strain, global radial strain, e' velocity, and E/e' ratio on unadjusted analyses. After adjustment for covariates, UACR was independently associated with lower absolute global longitudinal strain (multivariable-adjusted mean global longitudinal strain [95% confidence interval] for UACR Quartile 1 = 15.3 [15.0-15.5]% versus UACR Q4 = 14.6 [14.3-14.9]%, P for trend <0.001) and increased E/e' ratio (Q1 = 25.3 [23.5-27.1] versus Q4 = 29.0 [27.0-31.0], P=0.003). The association between UACR and global longitudinal strain was present even in participants with UACR < 30 mg/g (P<0.001 after multivariable adjustment). CONCLUSIONS: Albuminuria, even at low levels, is associated with adverse cardiac mechanics and higher E/e' ratio.


Assuntos
Albuminúria/epidemiologia , Albuminúria/genética , Hipertensão/epidemiologia , Hipertensão/genética , Disfunção Ventricular Esquerda/epidemiologia , Disfunção Ventricular Esquerda/genética , Adulto , Pressão Sanguínea , Comorbidade , Ecocardiografia , Feminino , Taxa de Filtração Glomerular , Humanos , Masculino , Pessoa de Meia-Idade , Índice de Gravidade de Doença , Volume Sistólico , Disfunção Ventricular Esquerda/diagnóstico por imagem , Pressão Ventricular
3.
Cardiovasc Ultrasound ; 12: 40, 2014 Oct 03.
Artigo em Inglês | MEDLINE | ID: mdl-25277882

RESUMO

BACKGROUND: Diastolic wall strain (DWS), defined using posterior wall thickness (PWT) measurements from standard echocardiographic images (DWS = [PWT(systole)-PWT(diastole)]/PWT(systole)), has been proposed as a marker of left ventricular (LV) diastolic stiffness. However, the equation for DWS is closely related to systolic radial strain, and whether DWS is associated with abnormal cardiac mechanics (reduced systolic strains and diastolic tissue velocities) is unknown. We sought to determine the relationship between DWS and systolic and diastolic cardiac mechanics. METHODS: We calculated DWS and performed speckle-tracking analysis in a large population- and family-based study (Hypertension Genetic Epidemiology Network [HyperGEN]; N=1907 after excluding patients with ejection fraction [EF] <50% or posterior wall motion abnormalities). We measured global longitudinal, circumferential, and radial strain (GLS, GCS, and GRS, respectively) and early diastolic (e') tissue velocities, and we determined the independent association of DWS with cardiac mechanics using linear mixed effects models to account for relatedness among study participants. We also prospectively performed receiver-operating characteristic (ROC) analysis of DWS for the detection of abnormal cardiac mechanics in a separate, prospective validation study (N=35). RESULTS: In HyperGEN (age 51 ± 14 years, 59% female, 45% African-American, 57% hypertensive), mean DWS was 0.38 ± 0.05. DWS decreased with increasing comorbidity burden (ß-coefficient -0.013 [95% CI -0.015, -0.011]; P<0.0001). DWS was independently associated with GLS, GCS, GRS, and e' velocity (adjusted P<0.05) but not LV chamber compliance (EDV20, P=0.97). On prospective speckle-tracking analysis, DWS correlated well with GLS, GCS, and GRS (R=0.61, 0.57, and 0.73, respectively; P<0.001 for all comparisons). C-statistics for DWS as a diagnostic test for abnormal GLS, GCS, and GRS were: 0.78, 0.79, and 0.84, respectively. CONCLUSIONS: DWS, a simple parameter than can be calculated from routine 2D echocardiography, is closely associated with systolic strain parameters and early diastolic (e') tissue velocities but not LV chamber compliance.


Assuntos
Módulo de Elasticidade , Ventrículos do Coração/diagnóstico por imagem , Ventrículos do Coração/fisiopatologia , Hipertensão/diagnóstico por imagem , Hipertensão/fisiopatologia , Disfunção Ventricular Esquerda/diagnóstico por imagem , Disfunção Ventricular Esquerda/fisiopatologia , Biomarcadores , Diástole , Ecocardiografia/estatística & dados numéricos , Técnicas de Imagem por Elasticidade/estatística & dados numéricos , Feminino , Humanos , Hipertensão/epidemiologia , Interpretação de Imagem Assistida por Computador/métodos , Masculino , Pessoa de Meia-Idade , Prevalência , Reprodutibilidade dos Testes , Fatores de Risco , Sensibilidade e Especificidade , Estresse Mecânico , Estados Unidos/epidemiologia , Disfunção Ventricular Esquerda/epidemiologia
4.
Int J Cardiol ; 274: 208-213, 2019 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-30045819

RESUMO

BACKGROUND: Indices of cardiac mechanics are sensitive markers of subclinical myocardial dysfunction. Improved understanding of the clinical correlates and heritability of cardiac mechanics could result in novel insight into the acquired and genetic risk factors for myocardial dysfunction. Therefore, we sought to determine the clinical correlates and heritability of indices of cardiac mechanics in whites and African Americans (AAs). METHODS: We examined 2058 participants stratified by race (1104 whites, 954 AA) in the Hypertension Genetic Epidemiology Network (HyperGEN), a population- and family-based study, and performed digitization of analog echocardiograms with subsequent speckle-tracking analysis. We used linear mixed effects models to determine the clinical correlates of indices of cardiac mechanics (longitudinal, circumferential, radial strain; early diastolic strain rate; and early diastolic tissue velocities). Heritability estimates for cardiac mechanics were calculated using maximum-likelihood variance component analyses in Sequential Oligogenic Linkage Analysis Routine (SOLAR), with adjustment for clinical and echocardiographic covariates. RESULTS: Several clinical characteristics and conventional echocardiographic parameters were found to be associated with speckle-tracking traits of cardiac mechanics. Male sex, blood pressure, and fasting glucose were associated with worse longitudinal strain (LS) (P < 0.05 for all) after multivariable adjustment. After adjustment for covariates, LS, e' velocity, and early diastolic strain rate were found to be heritable; LS and e' velocity had higher heritability estimates in AAs compared to whites. CONCLUSIONS: Indices of cardiac mechanics are heritable traits even after adjustment for clinical and conventional echocardiographic correlates. These findings provide the basis for future studies of genetic determinants of these traits that may elucidate race-based differences in heart failure development.


Assuntos
Pressão Sanguínea/fisiologia , Ecocardiografia Doppler/métodos , Predisposição Genética para Doença , Ventrículos do Coração/fisiopatologia , Hipertensão/fisiopatologia , Volume Sistólico/fisiologia , Função Ventricular Esquerda/fisiologia , Estudos Transversais , Feminino , Ventrículos do Coração/diagnóstico por imagem , Humanos , Hipertensão/epidemiologia , Hipertensão/genética , Masculino , Pessoa de Meia-Idade , Prevalência , Prognóstico , Reprodutibilidade dos Testes , Processamento de Sinais Assistido por Computador , Estados Unidos/epidemiologia
5.
J Am Coll Cardiol ; 70(6): 715-724, 2017 Aug 08.
Artigo em Inglês | MEDLINE | ID: mdl-28774377

RESUMO

BACKGROUND: The optimal level of sodium intake remains controversial. OBJECTIVES: This study sought to determine whether examination of left ventricular longitudinal strain (LS), circumferential strain, and e' velocity can provide insight into thresholds for the detrimental effects of estimated sodium intake (ESI) on subclinical cardiovascular disease. METHODS: We performed speckle-tracking analysis on HyperGEN (Hypertension Genetic Epidemiology Network) study echocardiograms with available urinary sodium data (N = 2,996). We evaluated the associations among ESI and LS, circumferential strain, and e' velocity using multivariable-adjusted linear mixed-effects models (to account for relatedness among subjects) with linear splines (spline 1: ESI ≤3.7 g/day, spline 2: ESI >3.7 g/day based on visual inspection of fractional polynomial plots of the association between ESI and indices of strain and e' velocity). We performed mediation analysis to understand the indirect effects of systolic blood pressure and serum aldosterone on the relationship between ESI and strain and e' velocity. RESULTS: Mean age of participants was 49 ± 14 years, 57% were female, 50% were African American, and 54% had hypertension. The median ESI was 3.73 (interquartile range: 3.24, 4.25) g/day. ESI >3.7 g/day was associated with larger left atrial and left ventricular dimensions (p < 0.05). After adjusting for speckle-tracking analyst, image quality, study site, age, sex, smoking status, alcohol use, daily blocks walked, diuretic use, estimated glomerular filtration rate, left ventricular mass, ejection fraction, and wall motion score index, ESI >3.7 g/day was associated with both strain parameters and e' velocity (p < 0.05 for all comparisons), but ESI ≤3.7 g/day was not (p > 0.05 for all comparisons). There were significant interactions by potassium excretion for circumferential strain. Mediation analysis suggested that systolic blood pressure explained 14% and 20% of the indirect effects between ESI and LS and e' velocity, respectively, whereas serum aldosterone explained 19% of the indirect effects between ESI and LS. CONCLUSIONS: ESI >3.7 g/day is associated with adverse cardiac remodeling and worse systolic strain and diastolic e' velocity.


Assuntos
Pressão Sanguínea/efeitos dos fármacos , Ventrículos do Coração/diagnóstico por imagem , Hipertensão/diagnóstico , Sódio na Dieta/farmacologia , Volume Sistólico/fisiologia , Função Ventricular Esquerda/efeitos dos fármacos , Estudos Transversais , Ecocardiografia , Feminino , Ventrículos do Coração/efeitos dos fármacos , Ventrículos do Coração/fisiopatologia , Humanos , Hipertensão/epidemiologia , Hipertensão/fisiopatologia , Masculino , Pessoa de Meia-Idade , Prevalência , Volume Sistólico/efeitos dos fármacos , Estados Unidos/epidemiologia
6.
J Cardiovasc Transl Res ; 10(3): 275-284, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28258421

RESUMO

We sought to evaluate whether unbiased machine learning of dense phenotypic data ("phenomapping") could identify distinct hypertension subgroups that are associated with the myocardial substrate (i.e., abnormal cardiac mechanics) for heart failure with preserved ejection fraction (HFpEF). In the HyperGEN study, a population- and family-based study of hypertension, we studied 1273 hypertensive patients utilizing clinical, laboratory, and conventional echocardiographic phenotyping of the study participants. We used machine learning analysis of 47 continuous phenotypic variables to identify mutually exclusive groups constituting a novel classification of hypertension. The phenomapping analysis classified study participants into 2 distinct groups that differed markedly in clinical characteristics, cardiac structure/function, and indices of cardiac mechanics (e.g., phenogroup #2 had a decreased absolute longitudinal strain [12.8 ± 4.1 vs. 14.6 ± 3.5%] even after adjustment for traditional comorbidities [p < 0.001]). The 2 hypertension phenogroups may represent distinct subtypes that may benefit from targeted therapies for the prevention of HFpEF.


Assuntos
Pressão Sanguínea , Insuficiência Cardíaca/etiologia , Hipertensão/complicações , Aprendizado de Máquina , Volume Sistólico , Adulto , Idoso , Fenômenos Biomecânicos , Análise por Conglomerados , Estudos Transversais , Ecocardiografia Doppler , Feminino , Insuficiência Cardíaca/diagnóstico por imagem , Insuficiência Cardíaca/fisiopatologia , Humanos , Hipertensão/classificação , Hipertensão/diagnóstico por imagem , Hipertensão/fisiopatologia , Masculino , Pessoa de Meia-Idade , Reconhecimento Automatizado de Padrão , Fenótipo , Valor Preditivo dos Testes , Prognóstico , Medição de Risco , Fatores de Risco , Estresse Mecânico , Estados Unidos
7.
Artigo em Inglês | MEDLINE | ID: mdl-27307550

RESUMO

BACKGROUND: Central obesity, defined by increased waist circumference or waist:hip ratio (WHR), is associated with increased cardiovascular events, including heart failure. However, the pathophysiological link between central obesity and adverse cardiovascular outcomes remains poorly understood. We hypothesized that central obesity and larger WHR are independently associated with worse cardiac mechanics (reduced left ventricular strain and systolic [s'] and early diastolic [e'] tissue velocities). METHODS AND RESULTS: We performed speckle-tracking analysis of echocardiograms from participants in the Hypertension Genetic Epidemiology Network (HyperGEN) study, a population- and family-based epidemiological study (n=2181). Multiple indices of systolic and diastolic cardiac mechanics were measured. We evaluated the association between central obesity and cardiac mechanics using multivariable-adjusted linear mixed-effects models to account for relatedness among participants. The mean age of the cohort was 51±14 years, 58% were women, and 47% were black. Mean body mass index was 30.8±7.1 kg/m(2), waist circumference was 102±17 cm, WHR was 0.91±0.08, and 80% had central obesity based on waist circumference and WHR criteria. After adjusting for multiple potential confounders (including age, sex, race, physical activity, body mass index, heart rate, smoking status, systolic blood pressure, fasting glucose, total cholesterol, antihypertensive medication use, glomerular filtration rate, left ventricular mass index, wall motion abnormalities, and ejection fraction), central obesity and WHR remained associated with worse global longitudinal strain, early diastolic strain rate, s' velocity, and e' velocity (P<0.05 for all comparisons). There were no significant statistical interactions between WHR and obesity status. CONCLUSIONS: In this cross-sectional study of participants with multiple comorbidities, central obesity was found to be associated with adverse cardiac mechanics.


Assuntos
Gordura Abdominal/fisiopatologia , Adiposidade , Hipertensão/genética , Obesidade Abdominal/fisiopatologia , Disfunção Ventricular Esquerda/fisiopatologia , Função Ventricular Esquerda , Adulto , Idoso , Distribuição de Qui-Quadrado , Estudos Transversais , Diástole , Ecocardiografia Doppler , Feminino , Predisposição Genética para Doença , Humanos , Hipertensão/diagnóstico , Hipertensão/epidemiologia , Hipertensão/fisiopatologia , Modelos Lineares , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Obesidade Abdominal/diagnóstico , Obesidade Abdominal/epidemiologia , Fenótipo , Valor Preditivo dos Testes , Fatores de Risco , Sístole , Estados Unidos/epidemiologia , Disfunção Ventricular Esquerda/diagnóstico por imagem , Disfunção Ventricular Esquerda/epidemiologia , Circunferência da Cintura , Relação Cintura-Quadril
8.
J Am Soc Echocardiogr ; 27(1): 74-82.e2, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24075945

RESUMO

BACKGROUND: No prior studies have investigated the association of QRS-T angle with cardiac structure and function and outcomes in heart failure with preserved ejection fraction (HFpEF). The aim of this study was to test the hypothesis that increased frontal QRS-T angle is associated with worse cardiac function and remodeling and adverse outcomes in HFpEF. METHODS: A total of 376 patients with HFpEF (i.e., symptomatic heart failure with left ventricular ejection fraction > 50%) were prospectively studied. The frontal QRS-T angle was calculated from the 12-lead electrocardiogram. Patients were divided into tertiles by frontal QRS-T angle (0°-26°, 27°-75°, and 76°-179°), and clinical, laboratory, and echocardiographic data were compared among groups. Cox proportional-hazards analyses were performed to determine the association between QRS-T angle and outcomes. RESULTS: The mean age of the cohort was 64 ± 13 years, 65% were women, and the mean QRS-T angle was 61 ± 51°. Patients with increased QRS-T angles were older; had lower body mass indices; more frequently had coronary artery disease, diabetes, chronic kidney disease, and atrial fibrillation; and had higher B-type natriuretic peptide levels (P < .05 for all comparisons). After multivariate adjustment, patients with increased QRS-T angles had higher B-type natriuretic peptide levels in addition to higher left ventricular mass indices, worse diastolic function parameters, more right ventricular remodeling, and worse right ventricular systolic function (P < .05 for all associations). QRS-T angle was independently associated with the composite outcome of cardiovascular hospitalization or death on multivariate analysis, even after adjusting for B-type natriuretic peptide (heart rate for the highest QRS-T tertile, 2.0; 95% confidence interval, 1.2-3.4; P = .008). CONCLUSIONS: In HFpEF, increased QRS-T angle is independently associated with worse left and right ventricular function and remodeling and adverse outcomes.


Assuntos
Insuficiência Cardíaca/diagnóstico , Vetorcardiografia/métodos , Disfunção Ventricular Esquerda/diagnóstico , Disfunção Ventricular Direita/diagnóstico , Ecocardiografia/métodos , Feminino , Insuficiência Cardíaca/complicações , Humanos , Masculino , Prognóstico , Modelos de Riscos Proporcionais , Reprodutibilidade dos Testes , Medição de Risco , Sensibilidade e Especificidade , Volume Sistólico , Taxa de Sobrevida , Disfunção Ventricular Esquerda/complicações , Disfunção Ventricular Direita/complicações
9.
J Pain Palliat Care Pharmacother ; 28(4): 394-8, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25313923

RESUMO

Palliative care is an approach that improves the quality of life of patients and their families facing the problem associated with life-threatening illness, through the prevention and relief of suffering by means of early identification and impeccable assessment and treatment of pain and other problems, physical, psychosocial, and spiritual. During this stage, several symptoms appear and contribute to a decrement in the quality of life. We performed a retrospective study evaluating medical records of terminally ill patients who attended a specialized pain and palliative medicine service. The Edmonton Symptom Assessment Scale (ESAS) was used to document symptoms intensity. Data analysis was carried out at two times: the initial assessment and the last visit before death. We analyzed thirty-eight cases of which 58% were women (22 cases) and the mean age of the sample was 60.7 years (SD: 15.6). All cases had an oncologic disease classified as end-stage cancer and were considered as palliative patients. Symptom intensity was documented by the ESAS in two different moments: pain 3.7 (SD: 3.2) vs. 4.1 (SD: 3.4), nausea 1.4 (SD: 3.2) vs. 1.8 (SD: 3.3), depression 3.4 (SD: 3.4) vs. 4.3 (SD: 3.7), anxiety 3 (SD: 3.5) vs. 2.4 (SD: 3.6), weakness 4.8 (SD: 3.5) vs. 6.2 (SD: 3.6), dyspnea 1.1 (SD: 2.7) vs. 2.8 (SD: 3.4), anorexia 3.5 (SD: 3.7) vs. 4.7 (SD: 3.8), and somnolence 2.6 (SD: 3.5) vs. 4.9 (SD: 3.5). Statistical significance was found in weakness, dyspnea, and somnolence. We found the ESAS a useful tool for symptom assessment. In this study, we document the prevalence of symptoms at the end of life in a Spanish-speaking country. Physicians trained in pain and palliative medicine managed those symptoms, and we observed that symptoms maintained the same intensity. There is the possibility that the intervention made by those clinicians modified the symptomatic outcome in those patients. Evaluation of effective protocols for symptom management at the end of life is needed.


Assuntos
Medição da Dor/métodos , Dor/complicações , Dor/diagnóstico , Avaliação de Sintomas/métodos , Doente Terminal , Feminino , Humanos , Masculino , México , Pessoa de Meia-Idade , Neoplasias/complicações , Prevalência , Estudos Retrospectivos , Índice de Gravidade de Doença
10.
J Am Heart Assoc ; 3(3): e000631, 2014 Apr 29.
Artigo em Inglês | MEDLINE | ID: mdl-24780206

RESUMO

BACKGROUND: Comorbidities are common in heart failure (HF), and the number of comorbidities has been associated with poor outcomes in HF patients. However, little is known about the effect of multiple comorbidities on cardiac mechanics, which could impact the pathogenesis of HF. We sought to determine the relationship between comorbidity burden and adverse cardiac mechanics. METHODS AND RESULTS: We performed speckle-tracking analysis on echocardiograms from the HyperGEN study (n=2150). Global longitudinal, circumferential, and radial strain, and early diastolic (e') tissue velocities were measured. We evaluated the association between comorbidity number and cardiac mechanics using linear mixed effects models to account for relatedness among subjects. The mean age was 51 ± 14 years, 58% were female, and 47% were African American. Dyslipidemia and hypertension were the most common comorbidities (61% and 58%, respectively). After adjusting for left ventricular (LV) mass index, ejection fraction, and several potential confounders, the number of comorbidities remained associated with all indices of cardiac mechanics except global circumferential strain (eg, ß=-0.32 [95% CI -0.44, -0.20] per 1-unit increase in number of comorbidities for global longitudinal strain; ß=-0.16 [95% CI -0.20, -0.11] for e' velocity; P ≤ 0.0001 for both comparisons). Results were similar after excluding participants with abnormal LV geometry (P<0.05 for all comparisons). CONCLUSIONS: Higher comorbidity burden is associated with worse cardiac mechanics, even in the presence of normal LV geometry. The deleterious effect of multiple comorbidities on cardiac mechanics may explain both the high comorbidity burden and adverse outcomes in patients who ultimately develop HF.


Assuntos
Insuficiência Cardíaca/epidemiologia , Negro ou Afro-Americano/estatística & dados numéricos , Comorbidade , Estudos Transversais , Dislipidemias/epidemiologia , Ecocardiografia Doppler , Feminino , Coração/fisiopatologia , Insuficiência Cardíaca/diagnóstico por imagem , Insuficiência Cardíaca/fisiopatologia , Ventrículos do Coração/diagnóstico por imagem , Ventrículos do Coração/fisiopatologia , Humanos , Hipertensão/epidemiologia , Interpretação de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Volume Sistólico/fisiologia , População Branca/estatística & dados numéricos
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