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1.
Eur Heart J Cardiovasc Imaging ; 25(6): 857-866, 2024 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-38270472

RESUMO

AIMS: The incremental impact of atherosclerosis imaging-quantitative computed tomography (AI-QCT) on diagnostic certainty and downstream patient management is not yet known. The aim of this study was to compare the clinical utility of the routine implementation of AI-QCT versus conventional visual coronary CT angiography (CCTA) interpretation. METHODS AND RESULTS: In this multi-centre cross-over study in 5 expert CCTA sites, 750 consecutive adult patients referred for CCTA were prospectively recruited. Blinded to the AI-QCT analysis, site physicians established patient diagnoses and plans for downstream non-invasive testing, coronary intervention, and medication management based on the conventional site assessment. Next, physicians were asked to repeat their assessments based upon AI-QCT results. The included patients had an age of 63.8 ± 12.2 years; 433 (57.7%) were male. Compared with the conventional site CCTA evaluation, AI-QCT analysis improved physician's confidence two- to five-fold at every step of the care pathway and was associated with change in diagnosis or management in the majority of patients (428; 57.1%; P < 0.001), including for measures such as Coronary Artery Disease-Reporting and Data System (CAD-RADS) (295; 39.3%; P < 0.001) and plaque burden (197; 26.3%; P < 0.001). After AI-QCT including ischaemia assessment, the need for downstream non-invasive and invasive testing was reduced by 37.1% (P < 0.001), compared with the conventional site CCTA evaluation. Incremental to the site CCTA evaluation alone, AI-QCT resulted in statin initiation/increase an aspirin initiation in an additional 28.1% (P < 0.001) and 23.0% (P < 0.001) of patients, respectively. CONCLUSION: The use of AI-QCT improves diagnostic certainty and may result in reduced downstream need for non-invasive testing and increased rates of preventive medical therapy.


Assuntos
Angiografia por Tomografia Computadorizada , Angiografia Coronária , Doença da Artéria Coronariana , Estudos Cross-Over , Humanos , Masculino , Feminino , Pessoa de Meia-Idade , Doença da Artéria Coronariana/diagnóstico por imagem , Angiografia por Tomografia Computadorizada/métodos , Angiografia Coronária/métodos , Estudos Prospectivos , Idoso , Revascularização Miocárdica , Tomografia Computadorizada por Raios X/métodos
2.
JAMA ; 308(12): 1237-45, 2012 Sep 26.
Artigo em Inglês | MEDLINE | ID: mdl-22922562

RESUMO

CONTEXT: Coronary computed tomographic (CT) angiography is a noninvasive anatomic test for diagnosis of coronary stenosis that does not determine whether a stenosis causes ischemia. In contrast, fractional flow reserve (FFR) is a physiologic measure of coronary stenosis expressing the amount of coronary flow still attainable despite the presence of a stenosis, but it requires an invasive procedure. Noninvasive FFR computed from CT (FFR(CT)) is a novel method for determining the physiologic significance of coronary artery disease (CAD), but its ability to identify ischemia has not been adequately examined to date. OBJECTIVE: To assess the diagnostic performance of FFR(CT) plus CT for diagnosis of hemodynamically significant coronary stenosis. DESIGN, SETTING, AND PATIENTS: Multicenter diagnostic performance study involving 252 stable patients with suspected or known CAD from 17 centers in 5 countries who underwent CT, invasive coronary angiography (ICA), FFR, and FFR(CT) between October 2010 and October 2011. Computed tomography, ICA, FFR, and FFR(CT) were interpreted in blinded fashion by independent core laboratories. Accuracy of FFR(CT) plus CT for diagnosis of ischemia was compared with an invasive FFR reference standard. Ischemia was defined by an FFR or FFR(CT) of 0.80 or less, while anatomically obstructive CAD was defined by a stenosis of 50% or larger on CT and ICA. MAIN OUTCOME MEASURES: The primary study outcome assessed whether FFR(CT) plus CT could improve the per-patient diagnostic accuracy such that the lower boundary of the 1-sided 95% confidence interval of this estimate exceeded 70%. RESULTS: Among study participants, 137 (54.4%) had an abnormal FFR determined by ICA. On a per-patient basis, diagnostic accuracy, sensitivity, specificity, positive predictive value, and negative predictive value of FFR(CT) plus CT were 73% (95% CI, 67%-78%), 90% (95% CI, 84%-95%), 54% (95% CI, 46%-83%), 67% (95% CI, 60%-74%), and 84% (95% CI, 74%-90%), respectively. Compared with obstructive CAD diagnosed by CT alone (area under the receiver operating characteristic curve [AUC], 0.68; 95% CI, 0.62-0.74), FFR(CT) was associated with improved discrimination (AUC, 0.81; 95% CI, 0.75-0.86; P < .001). CONCLUSION: Although the study did not achieve its prespecified primary outcome goal for the level of per-patient diagnostic accuracy, use of noninvasive FFR(CT) plus CT among stable patients with suspected or known CAD was associated with improved diagnostic accuracy and discrimination vs CT alone for the diagnosis of hemodynamically significant CAD when FFR determined at the time of ICA was the reference standard.


Assuntos
Circulação Coronária , Estenose Coronária/diagnóstico por imagem , Estenose Coronária/fisiopatologia , Reserva Fracionada de Fluxo Miocárdico , Isquemia Miocárdica/diagnóstico por imagem , Idoso , Angiografia Coronária , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Isquemia Miocárdica/fisiopatologia , Valores de Referência , Sensibilidade e Especificidade , Tomografia Computadorizada por Raios X
3.
Int J Cardiovasc Imaging ; 34(12): 1841-1848, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29936668

RESUMO

The noninvasive detection of turbulent coronary flow may enable diagnosis of significant coronary artery disease (CAD) using novel sensor and analytic technology. Eligible patients (n = 1013) with chest pain and CAD risk factors undergoing nuclear stress testing were studied using the CADence (AUM Cardiovascular Inc., Northfield MN) acoustic detection (AD) system. The trial was designed to demonstrate non-inferiority of AD for diagnostic accuracy in detecting significant CAD as compared to an objective performance criteria (sensitivity 83% and specificity 80%, with 15% non-inferiority margins) for nuclear stress testing. AD analysis was blinded to clinical, core lab-adjudicated angiographic, and nuclear data. The presence of significant CAD was determined by computed tomographic (CCTA) or invasive angiography. A total of 1013 subjects without prior coronary revascularization or Q-wave myocardial infarction were enrolled. Primary analysis was performed on subjects with complete angiographic and AD data (n = 763) including 111 subjects (15%) with severe CAD based on CCTA (n = 34) and invasive angiography (n = 77). The sensitivity and specificity of AD were 78% (p = 0.012 for non-inferiority) and 35% (p < 0.001 for failure to demonstrate non-inferiority), respectively. AD results had a high 91% negative predictive value for the presence of significant CAD. AD testing failed to demonstrate non-inferior diagnostic accuracy as compared to the historical performance of a nuclear stress OPC due to low specificity. AD sensitivity was non-inferior in detecting significant CAD with a high negative predictive value supporting a potential value in excluding CAD.


Assuntos
Acústica/instrumentação , Doença da Artéria Coronariana/diagnóstico , Circulação Coronária , Estenose Coronária/diagnóstico por imagem , Vasos Coronários/fisiopatologia , Testes de Função Cardíaca/instrumentação , Idoso , Computação em Nuvem , Angiografia por Tomografia Computadorizada , Angiografia Coronária/métodos , Doença da Artéria Coronariana/fisiopatologia , Estenose Coronária/fisiopatologia , Vasos Coronários/diagnóstico por imagem , Método Duplo-Cego , Desenho de Equipamento , Feminino , Testes de Função Cardíaca/métodos , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Estudos Prospectivos , Reprodutibilidade dos Testes , Índice de Gravidade de Doença , Processamento de Sinais Assistido por Computador , Estados Unidos
4.
Prev Cardiol ; 10(1): 36-41, 2007.
Artigo em Inglês | MEDLINE | ID: mdl-17215632

RESUMO

Current tools for predicting coronary heart disease risk in the asymptomatic patient fall into 2 major categories: traditional population-based models and noninvasive imaging techniques. Population-based models that estimate cardiovascular risk are powerful clinical tools but do not utilize a large volume of patient-specific data that are readily available to the clinician and may help to identify at-risk patients. The use of high-technology noninvasive imaging has not been consistently validated and clinicians or patients often lack the resources for such testing. This paper reviews several commonly encountered historical, physical, radiologic, laboratory, and electrocardiographic markers of increased cardiovascular risk that may enhance clinicians' ability to identify individual patients at increased risk for coronary heart disease.


Assuntos
Doença das Coronárias/diagnóstico , Técnicas de Diagnóstico Cardiovascular , Atenção Primária à Saúde , Aterosclerose/diagnóstico por imagem , Glicemia , Eletrocardiografia , Humanos , Radiografia , Medição de Risco
5.
J Am Coll Cardiol ; 41(4): 521-8, 2003 Feb 19.
Artigo em Inglês | MEDLINE | ID: mdl-12598059

RESUMO

OBJECTIVES: This study evaluated long-term survival and predictors of elevated risk for young adults diagnosed with coronary artery disease (CAD). BACKGROUND: Coronary artery disease is rarely seen in young adults. Traditional cardiac risk factors have been studied in small series; however, many questions exist. METHODS: We identified 843 patients under age 40 with CAD diagnosed by coronary angiography from 1975 to 1985. Death, hypertension, gender, family history, prior myocardial infarction (MI), diabetes, heart failure, angina class, number of diseased vessels, ejection fraction (EF), Q-wave infarction, in-hospital death, and initial therapy were studied. Patients were followed for 15 years. RESULTS: The mean age was 35 for women (n = 94) and 36 for men (n = 729). The average EF was 55%. Fifty-eight percent of the subjects had single-vessel disease, and 10% were diabetic. The strongest predictors of long-term mortality were a prior MI (hazard ratio [HR] 1.32, 95% confidence interval [CI] 1.00 to 1.73), New York Heart Association class II heart failure (HR 1.75, 95% CI 1.03 to 2.97), and active tobacco use (HR 1.59, 95% CI 1.14 to 2.21). Revascularization, rather than medical therapy, was associated with lower mortality (coronary angioplasty: HR 0.51, 95% CI 0.32 to 0.81; coronary artery bypass graft: HR 0.68, 95% CI 0.50 to 0.94). Overall mortality was 30% at 15 years. Patients with diabetes had 15-year mortality of 65%. Those with prior MI had 15-year mortality of 45%, and patients with an EF <30% a mortality of 83% at 15 years. CONCLUSIONS: Coronary disease in young adults can carry a poor long-term prognosis. A prior MI, diabetes, active tobacco abuse, and lower EF predict a significantly higher mortality.


Assuntos
Doença da Artéria Coronariana/etiologia , Doença da Artéria Coronariana/mortalidade , Adulto , Fatores Etários , Doença da Artéria Coronariana/terapia , Feminino , Seguimentos , Humanos , Masculino , Valor Preditivo dos Testes , Prognóstico , Modelos de Riscos Proporcionais , Fatores de Risco , Índice de Gravidade de Doença , Taxa de Sobrevida , Fatores de Tempo
6.
J Am Coll Cardiol ; 40(11): 1968-75, 2002 Dec 04.
Artigo em Inglês | MEDLINE | ID: mdl-12475457

RESUMO

OBJECTIVES: This study evaluated both short- and long-term outcomes of diabetic patients who underwent repeat coronary artery bypass graft surgery (CABG) or percutaneous coronary intervention (PCI) after initial CABG. BACKGROUND: Although diabetic patients who have multivessel coronary disease and require initial revascularization may benefit from CABG as compared with PCI, the uncertainty concerning the choice of revascularization may be greater for diabetic patients who have had previous CABG. METHODS: Data were obtained over 15 years for diabetic patients undergoing PCI procedures or repeat CABG after previous coronary surgery. Baseline characteristics were compared between groups, and in-hospital, 5-year, and 10-year mortality rates were calculated. Multivariate correlates of in-hospital and long-term mortality were determined. RESULTS: Both PCI (n = 1,123) and CABG (n = 598) patients were similar in age, gender, years of diabetes, and insulin dependence, but they varied in presence of hypertension, prior myocardial infarction, angina severity, heart failure, ejection fraction, and left main disease. In-hospital mortality was greater for CABG, but differences in long-term mortality were not significant (10 year mortality, 68% PCI vs. 74% CABG, p = 0.14). Multivariate correlates of long-term mortality were older age, hypertension, low ejection fraction, and an interaction between heart failure and choice of PCI. The PCI itself did not correlate with mortality. CONCLUSIONS: The increased initial risk of redo CABG in diabetic patients and the comparable high long-term mortality regardless of type of intervention suggest that, except for patients with severe heart failure, PCI be strongly considered in all patients for whom there is a percutaneous alternative.


Assuntos
Doença das Coronárias/complicações , Doença das Coronárias/terapia , Complicações do Diabetes , Revascularização Miocárdica , Cirurgia Torácica , Idoso , Angioplastia Coronária com Balão , Ponte de Artéria Coronária , Doença das Coronárias/epidemiologia , Diabetes Mellitus/epidemiologia , Feminino , Seguimentos , Georgia/epidemiologia , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Mortalidade Hospitalar , Humanos , Tempo de Internação , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Complicações Pós-Operatórias/etiologia , Valor Preditivo dos Testes , Prevalência , Reoperação , Fatores de Risco , Índice de Gravidade de Doença , Estatística como Assunto , Volume Sistólico/fisiologia , Tempo , Resultado do Tratamento
7.
Coron Artery Dis ; 26(4): 301-7, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25831222

RESUMO

OBJECTIVES: To evaluate the diagnostic performance and predictive value of coronary computed tomography angiography (CCTA) on subsequent cardiac outcomes. BACKGROUND: CCTA has been suggested as an alternative method to invasive coronary angiography for detection of and ruling out coronary artery disease (CAD). However, the usefulness of CCTA findings in predicting patient outcome in routine clinical practice is still uncertain. MATERIALS AND METHODS: A prospective, multicenter registry study of CCTA with a Visipaque injection 320 mg I/ml was carried out in symptomatic patients suspected of having CAD as part of their medical care. CCTA findings were used to guide patient management decisions. Patient cardiac outcomes were followed at 1, 6, and 12 months after the CCTA procedure for the occurrence of major adverse cardiac event (MACE) (cardiac death, nonfatal myocardial infarction, or unstable angina requiring hospitalization). All cardiac outcome events or deaths were adjudicated independently. RESULTS: Of 874 patients (mean age=59 years; 51% men) who received Visipaque, 857 were included in the efficacy analysis. Using cardiac outcomes as the endpoint, the sensitivity of CCTA was 96.1, 95.8, and 94.7%, specificity was 84.5, 86.6, and 87.0%, and negative predictive value more than 99.0% at 1, 6, and 12 months, respectively. At 12 months, the rate of MACE was 5.7% (10/174) in patients with a positive CCTA (one or more ≥50% stenosis) and 0.1% (1/683) in patients with a negative CCTA (99.9% MACE-free survival rate). The Cox proportional hazards analysis with CCTA outcome, age, sex, reasons for CCTA, and cardiac risk factors as covariates showed a hazard ratio of 87.6 for positive versus negative CCTA (P=0.0001). CONCLUSION: CCTA is a highly accurate, noninvasive tool to detect or rule out subsequent cardiovascular events in patients with intermediate pretest probability of CAD or an uninterpretable/equivocal stress test. A positive CCTA finding contributed significantly toward the prediction of subsequent MACE whereas a negative CCTA carried excellent prognostic outcomes at 12 months.


Assuntos
Meios de Contraste/administração & dosagem , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Cardiopatias/diagnóstico por imagem , Tomografia Computadorizada por Raios X , Ácidos Tri-Iodobenzoicos/administração & dosagem , Doença da Artéria Coronariana/etiologia , Doença da Artéria Coronariana/mortalidade , Estenose Coronária/diagnóstico por imagem , Estenose Coronária/etiologia , Estenose Coronária/mortalidade , Reações Falso-Negativas , Feminino , Cardiopatias/etiologia , Cardiopatias/mortalidade , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico por imagem , Infarto do Miocárdio/etiologia , Infarto do Miocárdio/mortalidade , Valor Preditivo dos Testes , Estudos Prospectivos , Sistema de Registros , Sensibilidade e Especificidade
8.
Am J Cardiol ; 93(12): 1549-51, 2004 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-15194034

RESUMO

Previous small series have provided conflicting data on the association between coronary artery aneurysms and traditional cardiac risk factors, as well as limited information on patient outcomes. This investigation sought to determine whether the presence of coronary artery aneurysms has an adverse affect on patient outcomes. The results show that coronary aneurysms were an independent predictor of mortality, and overall 5-year survival in patients with aneurysms was only 71%. We believe that clinicians should aggressively monitor and modify coronary risk factors in patients with coronary aneurysms.


Assuntos
Aneurisma Coronário/mortalidade , Avaliação de Resultados em Cuidados de Saúde , Adulto , Idoso , Estudos de Casos e Controles , Aneurisma Coronário/complicações , Aneurisma Coronário/diagnóstico por imagem , Angiografia Coronária , Doença da Artéria Coronariana/complicações , Bases de Dados como Assunto , Complicações do Diabetes , Feminino , Georgia , Humanos , Hiperlipidemias/complicações , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Fatores de Risco , Taxa de Sobrevida
9.
J Cardiovasc Comput Tomogr ; 6(4): 274-83, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-22732201

RESUMO

BACKGROUND: Clinical outcomes and resource utilization after coronary computed tomography angiography (CTA) versus myocardial perfusion single-photon emission CT (MPS) in patients with stable angina and suspected coronary artery disease (CAD) has not been examined. OBJECTIVE: We determined the near-term clinical effect and resource utilization after cardiac CTA compared with MPS. METHODS: We randomly assigned 180 patients (age, 57.3 ± 9.8 years; 50.6% men) presenting with stable chest pain and suspected CAD at 2 sites to initial diagnostic evaluation by coronary CTA (n = 91) or MPS (n = 89). The primary outcome was near-term angina-specific health status; the secondary outcomes were incident medical and invasive treatments for CAD, CAD health care costs, and estimated radiation dose. RESULTS: No patients experienced myocardial infarction or death with 98.3% follow-up at 55 ± 34 days. Both arms experienced comparable improvements in angina-specific health status. Patients who received coronary CTA had increased incident aspirin (22% vs 8%; P = 0.04) and statin (7% vs -3.5%; P = 0.03) use, similar rates of CAD-related hospitalization, invasive coronary angiography, noninvasive cardiac imaging tests, and increased revascularization (8% vs 1%; P = 0.03). Coronary CTA had significantly lower total costs ($781.08 [interquartile range (IQR), $367.80-$4349.48] vs $1214.58 [IQR, $978.02-$1569.40]; P < 0.001) with no difference in induced costs. Coronary CTA had a significantly lower total estimated effective radiation dose (7.4 mSv [IQR, 5.0-14.0 mSv] vs 13.3 mSv [IQR, 13.1-38.0 mSv]; P < 0.0001) with no difference in induced radiation. CONCLUSION: In a pilot randomized controlled trial, patients with stable CAD undergoing coronary CTA and MPS experience comparable improvements in near-term angina-related quality of life. Compared with MPS, coronary CTA evaluation is associated with more aggressive medical therapy, increased coronary revascularization, lower total costs, and lower effective radiation dose.


Assuntos
Angina Estável/diagnóstico , Angiografia Coronária/economia , Doença da Artéria Coronariana/diagnóstico , Circulação Coronária , Imagem Multimodal/economia , Imagem de Perfusão do Miocárdio/economia , Tomografia por Emissão de Pósitrons , Qualidade de Vida , Doses de Radiação , Tomografia Computadorizada por Raios X/economia , Idoso , Angina Estável/diagnóstico por imagem , Angina Estável/economia , Angina Estável/fisiopatologia , Angina Estável/terapia , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/economia , Doença da Artéria Coronariana/fisiopatologia , Doença da Artéria Coronariana/terapia , Feminino , Custos de Cuidados de Saúde , Nível de Saúde , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Imagem de Perfusão do Miocárdio/métodos , Projetos Piloto , Valor Preditivo dos Testes , Prognóstico , Estudos Prospectivos , Fatores de Tempo , Estados Unidos
12.
J Cardiovasc Comput Tomogr ; 1(1): 21-6, 2007 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-19083872

RESUMO

BACKGROUND: Patients with mildly abnormal or equivocal myocardial perfusion imaging (MPI) scans undergo diagnostic angiography or receive medical management. However, current guidelines mandate different treatment goals for patients with known coronary artery disease (CAD), and catheterization is often required. Coronary computed tomography angiography (CCTA) may be an effective alternative to catheterization for patients at intermediate risk for CAD. OBJECTIVES: The purpose of this study was to analyze the cost implications of CCTA before catheterization in patients with mildly abnormal or equivocal MPI scans. METHODS: Patients (n = 206) with mildly abnormal or equivocal MPI scans underwent 64-detector CCTA instead of catheterization at the discretion of a treating physician. Studies were evaluated by a trained reader, and results were classified as "no evident CAD," "nonobstructive CAD," or "potentially obstructive CAD." Cost data were analyzed based on actual reimbursements for CT angiography and cardiac catheterization. We modeled the costs of two clinical approaches. "Selective catheterization" involved catheterization only if CCTA showed potentially obstructive CAD. "Immediate catheterization" considered catheterization for all patients in the cohort. Sensitivity analysis was performed on multiple variables. RESULTS: Thirty-two percent of patients had potentially obstructive plaque on CTA. Selective catheterization saves $1454 per patient. Sensitivity analysis revealed cost savings to be preserved even if up to 81.5% of the patient cohort undergoes catheterization, as well as across wide ranges of procedural costs. CONCLUSION: A strategy that uses CCTA as a gatekeeper to catheterization is cost saving as opposed to initial catheterization for patients with equivocal or mildly abnormal myocardial perfusion scans.


Assuntos
Cateterismo Cardíaco/economia , Angiografia Coronária/economia , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/economia , Tomografia Computadorizada de Emissão de Fóton Único/economia , Tomografia Computadorizada por Raios X/economia , Disfunção Ventricular Esquerda/diagnóstico , Disfunção Ventricular Esquerda/economia , Alabama/epidemiologia , Cateterismo Cardíaco/estatística & dados numéricos , Angiografia Coronária/estatística & dados numéricos , Doença da Artéria Coronariana/complicações , Feminino , Custos de Cuidados de Saúde/estatística & dados numéricos , Humanos , Masculino , Modelos Econômicos , Tomografia Computadorizada de Emissão de Fóton Único/estatística & dados numéricos , Tomografia Computadorizada por Raios X/estatística & dados numéricos , Disfunção Ventricular Esquerda/complicações
13.
Curr Atheroscler Rep ; 6(2): 121-5, 2004 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-15023296

RESUMO

Coronary artery disease (CAD) that becomes manifest in young adults can have devastating consequences. Additionally, the study of young patients with CAD may provide insight into the genetic basis of coronary disease. Over the past few years, our understanding of risk factors in this population has been expanded to include social, environmental, and emotional factors. The identification of genetic markers for disease is just beginning. Also, it has recently been shown that CAD in young adults has a poor long-term prognosis, meaning that clinicians caring for these patients must be aggressive in risk factor control.


Assuntos
Doença da Artéria Coronariana/sangue , Doença da Artéria Coronariana/genética , Fatores Etários , Biomarcadores/sangue , Doença da Artéria Coronariana/epidemiologia , Predisposição Genética para Doença , Humanos , Prognóstico , Fatores de Risco
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