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1.
J Cardiovasc Comput Tomogr ; 18(3): 274-280, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38378314

RESUMO

BACKGROUND: Radiomics is expected to identify imaging features beyond the human eye. We investigated whether radiomics can identify coronary segments that will develop new atherosclerotic plaques on coronary computed tomography angiography (CCTA). METHODS: From a prospective multinational registry of patients with serial CCTA studies at ≥ 2-year intervals, segments without identifiable coronary plaque at baseline were selected and radiomic features were extracted. Cox models using clinical risk factors (Model 1), radiomic features (Model 2) and both clinical risk factors and radiomic features (Model 3) were constructed to predict the development of a coronary plaque, defined as total PV â€‹≥ â€‹1 â€‹mm3, at follow-up CCTA in each segment. RESULTS: In total, 9583 normal coronary segments were identified from 1162 patients (60.3 â€‹± â€‹9.2 years, 55.7% male) and divided 8:2 into training and test sets. At follow-up CCTA, 9.8% of the segments developed new coronary plaque. The predictive power of Models 1 and 2 was not different in both the training and test sets (C-index [95% confidence interval (CI)] of Model 1 vs. Model 2: 0.701 [0.690-0.712] vs. 0.699 [0.0.688-0.710] and 0.696 [0.671-0.725] vs. 0.0.691 [0.667-0.715], respectively, all p â€‹> â€‹0.05). The addition of radiomic features to clinical risk factors improved the predictive power of the Cox model in both the training and test sets (C-index [95% CI] of Model 3: 0.772 [0.762-0.781] and 0.767 [0.751-0.787], respectively, all p â€‹< â€‹00.0001 compared to Models 1 and 2). CONCLUSION: Radiomic features can improve the identification of segments that would develop new coronary atherosclerotic plaque. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT0280341.


Assuntos
Angiografia por Tomografia Computadorizada , Angiografia Coronária , Doença da Artéria Coronariana , Vasos Coronários , Placa Aterosclerótica , Valor Preditivo dos Testes , Sistema de Registros , Humanos , Masculino , Doença da Artéria Coronariana/diagnóstico por imagem , Feminino , Pessoa de Meia-Idade , Idoso , Vasos Coronários/diagnóstico por imagem , Fatores de Tempo , Estudos Prospectivos , Progressão da Doença , Fatores de Risco , Medição de Risco , Interpretação de Imagem Radiográfica Assistida por Computador , Prognóstico , Reprodutibilidade dos Testes , Tomografia Computadorizada Multidetectores , Radiômica
2.
Am J Cardiol ; 205: 35-39, 2023 10 15.
Artigo em Inglês | MEDLINE | ID: mdl-37586119

RESUMO

Concerns have been raised about the added diagnostic value of coronary artery calcium score (CACS) of 0 for reducing the likelihood of obstructive coronary artery disease (CAD) in younger patients. Our study aimed to assess the influence of age on the value of CAC = 0 in symptomatic patients who underwent coronary computed tomography angiography (CCTA). We conducted a 2-center retrospective study assessing symptomatic patients with suspected CAD who underwent CACS and CCTA. Pretest probability was calculated according to the Juarez-Orozco method and obstructive CAD was defined as ≥50% luminal stenosis. The diagnostic likelihood ratios and negative predictive values were used to assess the diagnostic value of a CACS of 0 to rule out obstructive CAD. A total of 2,043 patients (mean age 60 ± 11 years, 60% women, 48.5% CACS of 0) were analyzed. The pretest probability of obstructive CAD increased with age, whereas the proportion of patients with a CACS of 0 decreased with age. The added diagnostic value of a CACS of 0 was lower in younger patients (negative likelihood ratios ranging from 0.36 for <50 years to 0.10 for ≥70 years). However, the prevalence of obstructive CAD in patients with a CACS of 0 was low in all age groups. In a cohort of symptomatic patients who underwent CCTA for suspected CAD, the added diagnostic value of a CACS of 0 decreases significantly at younger ages. However, it is offset by their lower pretest probabilities, yielding high negative predictive values independently of age.


Assuntos
Doença da Artéria Coronariana , Humanos , Feminino , Pessoa de Meia-Idade , Idoso , Masculino , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/epidemiologia , Cálcio , Estudos Retrospectivos , Angiografia Coronária/métodos , Valor Preditivo dos Testes , Angiografia por Tomografia Computadorizada
3.
Eur Heart J Cardiovasc Imaging ; 24(11): 1536-1543, 2023 10 27.
Artigo em Inglês | MEDLINE | ID: mdl-37232393

RESUMO

AIMS: To investigate the impact of statins on plaque progression according to high-risk coronary atherosclerotic plaque (HRP) features and to identify predictive factors for rapid plaque progression in mild coronary artery disease (CAD) using serial coronary computed tomography angiography (CCTA). METHODS AND RESULTS: We analyzed mild stenosis (25-49%) CAD, totaling 1432 lesions from 613 patients (mean age, 62.2 years, 63.9% male) and who underwent serial CCTA at a ≥2 year inter-scan interval using the Progression of AtheRosclerotic PlAque DetermIned by Computed TomoGraphic Angiography Imaging (NCT02803411) registry. The median inter-scan period was 3.5 ± 1.4 years; plaques were quantitatively assessed for annualized percent atheroma volume (PAV) and compositional plaque volume changes according to HRP features, and the rapid plaque progression was defined by the ≥90th percentile annual PAV. In mild stenotic lesions with ≥2 HRPs, statin therapy showed a 37% reduction in annual PAV (0.97 ± 2.02 vs. 1.55 ± 2.22, P = 0.038) with decreased necrotic core volume and increased dense calcium volume compared to non-statin recipient mild lesions. The key factors for rapid plaque progression were ≥2 HRPs [hazard ratio (HR), 1.89; 95% confidence interval (CI), 1.02-3.49; P = 0.042], current smoking (HR, 1.69; 95% CI 1.09-2.57; P = 0.017), and diabetes (HR, 1.55; 95% CI, 1.07-2.22; P = 0.020). CONCLUSION: In mild CAD, statin treatment reduced plaque progression, particularly in lesions with a higher number of HRP features, which was also a strong predictor of rapid plaque progression. Therefore, aggressive statin therapy might be needed even in mild CAD with higher HRPs. CLINICAL TRIAL REGISTRATION: ClinicalTrials.gov NCT02803411.


Assuntos
Doença da Artéria Coronariana , Inibidores de Hidroximetilglutaril-CoA Redutases , Placa Aterosclerótica , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Angiografia por Tomografia Computadorizada , Constrição Patológica , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/tratamento farmacológico , Doença da Artéria Coronariana/patologia , Vasos Coronários/patologia , Progressão da Doença , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Placa Aterosclerótica/diagnóstico por imagem , Placa Aterosclerótica/tratamento farmacológico , Placa Aterosclerótica/patologia , Valor Preditivo dos Testes
4.
Eur Heart J Cardiovasc Imaging ; 23(10): 1314-1323, 2022 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-35904766

RESUMO

AIMS: The temporal instability of coronary atherosclerotic plaque preceding an incident acute coronary syndrome (ACS) is not well defined. We sought to examine differences in the volume and composition of coronary atherosclerosis between patients experiencing an early (≤90 days) versus late ACS (>90 days) after baseline coronary computed tomography angiography (CCTA). METHODS AND RESULTS: From a multicenter study, we enrolled patients who underwent a clinically indicated baseline CCTA and experienced ACS during follow-up. Separate core laboratories performed blinded adjudication of ACS events and quantification of CCTA including compositional plaque volumes by Hounsfield units (HU): calcified plaque >350 HU, fibrous plaque 131-350 HU, fibrofatty plaque 31-130 HU and necrotic core <30 HU. In 234 patients (mean age 62 ± 12 years, 36% women), early and late ACS occurred in 129 and 105 patients after a mean of 395 ± 622 days, respectively. Patients with early ACS had a greater maximal diameter stenosis and maximal cross-sectional plaque burden as compared to patients with late ACS (P < 0.05). Larger total, fibrous, fibrofatty, and necrotic core volumes were observed in the early ACS group (P < 0.05). Findings for total, fibrous, fibrofatty, and necrotic core volumes were reproduced in an external validation cohort (P < 0.05). CONCLUSIONS: Volumetric differences in composition of coronary atherosclerosis exist between ACS patients according to their timing antecedent to the acute event. These data support that a large burden of non-calcified plaque on CCTA is strongly associated with near-term plaque instability and ACS risk.


Assuntos
Síndrome Coronariana Aguda , Doença da Artéria Coronariana , Placa Aterosclerótica , Síndrome Coronariana Aguda/diagnóstico por imagem , Síndrome Coronariana Aguda/epidemiologia , Síndrome Coronariana Aguda/etiologia , Idoso , Angiografia por Tomografia Computadorizada , Angiografia Coronária/métodos , Doença da Artéria Coronariana/complicações , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/epidemiologia , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Placa Aterosclerótica/complicações , Placa Aterosclerótica/diagnóstico por imagem , Valor Preditivo dos Testes
5.
Clin Cardiol ; 45(8): 873-881, 2022 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-35673995

RESUMO

BACKGROUND: Atherosclerosis-related adverse events are commonly observed even in conditions with low cardiovascular (CV) risk. Longitudinal data regarding the association of normal systolic blood pressure maintenance (SBPmaintain ) with coronary plaque volume changes (PVC) has been limited in adults without traditional CV disease. HYPOTHESIS: Normal SBPmaintain is important to attenuate coronary atherosclerosis progression in adults without baseline CV disease. METHODS: We analyzed 95 adults (56.7 ± 8.5 years; 40.0% men) without baseline CV disease who underwent serial coronary computed tomographic angiography with mean 3.5 years of follow-up. All participants were divided into two groups of normal SBPmaintain (follow-up SBP < 120 mm Hg) and ≥elevated SBPmaintain (follow-up SBP ≥ 120 mm Hg). Annualized PVC was defined as PVC divided by the interscan period. RESULTS: Compared to participants with normal SBPmaintain , those with ≥elevated SBPmaintain had higher annualized total PVC (mm3 /year) (0.0 [0.0-2.2] vs. 4.1 [0.0-13.0]; p < .001). Baseline total plaque volume (ß = .10) and the levels of SBPmaintain (ß = .23) and follow-up high-density lipoprotein cholesterol (ß = -0.28) were associated with annualized total PVC (all p < .05). The optimal cutoff of SBPmaintain for predicting plaque progression was 118.5 mm Hg (sensitivity: 78.2%, specificity: 62.5%; area under curve: 0.700; 95% confidence interval [CI]: 0.59-0.81; p < .05). SBPmaintain ≥ 118.5 mm Hg (odds ratio [OR]: 4.03; 95% CI: 1.51-10.75) and baseline total plaque volume (OR: 1.03; 95% CI: 1.01-1.06) independently influenced coronary plaque progression (all p < .05). CONCLUSION: Normal SBPmaintain is substantial to attenuate coronary atherosclerosis progression in conditions without established CV disease.


Assuntos
Doenças Cardiovasculares , Doença da Artéria Coronariana , Placa Aterosclerótica , Feminino , Humanos , Masculino , Pressão Sanguínea , Angiografia por Tomografia Computadorizada/métodos , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Progressão da Doença , Fatores de Risco
6.
Radiol Cardiothorac Imaging ; 4(2): e210225, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35506137

RESUMO

Purpose: In this cohort study, 5-year data from the Coronary CT Angiography Evaluation for Clinical Outcomes: An International Multicenter Registry (ie, CONFIRM) were examined to identify associations of baseline aspirin and statin use with mortality, major adverse cardiovascular events (MACE), and myocardial infarction (MI) in individuals without substantial (≥50%) stenosis. Materials and Methods: In this prospective cohort study, all participants in the registry underwent coronary CT angiography and were classified as having no detectable coronary plaque or having nonobstructive coronary artery disease (CAD) (1%-49% stenosis). Participants with obstructive (≥50%) stenosis were excluded from analysis. The study commenced in June 2003 and was completed in March 2016. All unadjusted and risk-adjusted analyses utilized the Cox proportional hazard model with hospital sites modeled using shared frailty. Results: A total of 6386 participants with no detectable plaque or with nonobstructive CAD were included (mean age, 56.0 years ± 13.3 [SD], 52% men). The mean follow-up period was 5.66 years ± 1.10. Nonobstructive CAD (n = 2815, 44% of all participants included in the study) was associated with a greater risk of all-cause mortality (10.6% [298 of 2815] vs 4.8% [170 of 3571], P < .001) compared to those without CAD (n = 3571, 56%). Baseline aspirin and statin use was documented for 1415 and 1429 participants, respectively, with nonobstructive CAD, and for 1560 and 1565 participants without detectable plaque, respectively. In individuals with nonobstructive CAD, baseline aspirin use was not associated with a reduction in MACE (10.9% [102 of 936] vs 14.7% [52 of 355], P = .06), all-cause mortality (9.6% [95 of 991] vs 10.9% [46 of 424], P = .468), or MI (4.4% [41 of 936] vs 6.2% [22 of 355], P = .18). On multivariate risk-adjusted analysis, baseline statin use was associated with a lower rate of MACE (hazard ratio, 0.59; 95% CI: 0.40, 0.87; P = .007). Neither therapy improved clinical outcomes for participants with no detectable plaque. Conclusion: In participants with nonobstructive CAD, baseline use of statins, but not of aspirin, was associated with improved clinical outcomes. Neither therapy was associated with benefit in participants without plaque.Keywords: Aspirin, Statin, Coronary Artery Disease, CT Angiography, Nonobstructive Coronary Artery DiseaseClinical trial registration no. NCT01443637 Supplemental material is available for this article. © RSNA, 2022See also the commentary by Canan and Navar in this issue.

7.
Int J Cardiovasc Imaging ; 38(1): 225-235, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34390445

RESUMO

The need for permanent pacemaker implantation (PPMI) is a burdensome complication of transcatheter aortic valve implantation (TAVI). The aim of our study was to evaluate different anatomical, clinical, electrocardiographic, and procedural variables associated with the development of conduction abnormalities after TAVI across the entire device spectrum. Single-center prospective cohort of consecutive patients who underwent TAVI since March 2017. Final cohort was studied to detect areas of calcium within aortic valve characterized by leaflet sector and region. Membranous septum (MS) length was assessed throughout a modified coronal view. Device selection and positioning were performed according to the operator criteria. Device selection and positioning were performed according to the operator criteria. From the 273 patients included, 57 underwent PPMI (20.8%). Univariate analysis determined right bundle branch block (RBBB), QRS duration, MS length and calcium within LVOT of non-coronary cuspid as independent predictors. After multivariable logistic regression, both RBBB (OR 6.138; 95% CI 1.23-30.73, P = 0.027) and MS length (OR 0.259; 95% CI 0.164-0.399, P < 0.005) emerged as statistically significant. As a model, they could predict PPMI in 88.7%, independently of which valve used. Youden index analysis yielded 7.69 mm as the optimal cut-off with a negative and positive predictive value of 94.7 and 71.9%, respectively. In our experience, both RBBB pattern and short membranous septum (< 8 mm) were strongly and independently associated with new permanent pacemaker implantation, regardless of the device type. Our findings suggest that this simple evolved measure of MS length may guide device selection and implantation technique and facilitate early discharge.


Assuntos
Estenose da Valva Aórtica , Próteses Valvulares Cardíacas , Marca-Passo Artificial , Substituição da Valva Aórtica Transcateter , Valva Aórtica/diagnóstico por imagem , Valva Aórtica/cirurgia , Estenose da Valva Aórtica/diagnóstico por imagem , Estenose da Valva Aórtica/cirurgia , Humanos , Valor Preditivo dos Testes , Estudos Prospectivos , Sistema de Registros , Estudos Retrospectivos , Fatores de Risco , Substituição da Valva Aórtica Transcateter/efeitos adversos , Resultado do Tratamento
8.
Am J Cardiol ; 158: 15-22, 2021 11 01.
Artigo em Inglês | MEDLINE | ID: mdl-34465463

RESUMO

Although acute coronary syndrome culprit lesions occur more frequently in the proximal coronary artery, whether the proximal clustering of high-risk plaque is reflected in earlier-stage atherosclerosis remains unclarified. We evaluated the longitudinal distribution of stable atherosclerotic lesions on coronary computed tomography angiography (CCTA) in 1,478 patients (mean age, 61 years; men, 58%) enrolled from a prospective multinational registry of consecutive patients undergoing serial CCTA. Of 3,202 coronary artery lesions identified, 2,140 left lesions were classified (based on the minimal lumen diameter location) into left main (LM, n = 128), proximal (n = 739), and other (n = 1,273), and 1,062 right lesions were classified into proximal (n = 355) and other (n = 707). Plaque volume (PV) was the highest in proximal lesions (median, 26.1 mm3), followed by LM (20.6 mm3) and other lesions (15.0 mm3, p <0.001), for left lesions, and was lager in proximal (25.8 mm3) than in other lesions (15.2 mm3, p <0.001) for right lesions. On both sides, proximally located lesions tended to have greater necrotic core and fibrofatty components than other lesions (left: LM, 10.6%; proximal, 5.8%; other, 3.4% of the total PV, p <0.001; right: proximal, 8.4%; other 3.1%, p <0.001), with less calcified plaque component (left: LM, 18.3%; proximal, 30.3%; other, 37.7%, p <0.001; right: proximal, 23.3%, other, 36.6%, p <0.001), and tended to progress rapidly (adjusted odds ratios: left: LM, reference; proximal, 0.95, p = 0.803; other, 0.64, p = 0.017; right: proximal, reference; other, 0.52, p <0.001). Proximally located plaques were larger, with more risky composition, and progressed more rapidly.


Assuntos
Doença da Artéria Coronariana/complicações , Doença da Artéria Coronariana/patologia , Placa Aterosclerótica/complicações , Placa Aterosclerótica/patologia , Idoso , Estudos de Coortes , Angiografia por Tomografia Computadorizada , Doença da Artéria Coronariana/diagnóstico por imagem , Progressão da Doença , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Placa Aterosclerótica/diagnóstico por imagem , Sistema de Registros
9.
Rev Port Cardiol (Engl Ed) ; 40(5): 371-382, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-34187640

RESUMO

Refractory angina is defined as persistent angina (≥3 months) despite optimal medical and interventional therapies. It is increasing in frequency, due to the success of current medical and interventional therapies in improving the prognosis of coronary artery disease. Long-term mortality is similar to that of patients with asymptomatic stable disease, but it affects patients' quality of life, and has a significant impact on health care resources. Several therapeutic targets have been investigated, most with disappointing results. Many of the techniques have been abandoned because of lack of efficacy, safety issues, or economic and logistic limitations to wider applicability. The primary focus of this review is the coronary sinus Reducer, supporting evidence for which, although scarce, is promising regarding safety and efficacy in improving anginal symptoms and quality of life. It is also accessible to virtually all interventional cardiology departments.


Assuntos
Doença da Artéria Coronariana , Seio Coronário , Angina Pectoris/terapia , Doença da Artéria Coronariana/terapia , Humanos , Qualidade de Vida , Resultado do Tratamento
10.
Rev Port Cardiol (Engl Ed) ; 40(5): 371-382, 2021 05.
Artigo em Inglês, Português | MEDLINE | ID: mdl-33879377

RESUMO

Refractory angina is defined as persistent angina (≥3 months) despite optimal medical and interventional therapies. It is increasing in frequency, due to the success of current medical and interventional therapies in improving the prognosis of coronary artery disease. Long-term mortality is similar to that of patients with asymptomatic stable disease, but it affects patients' quality of life, and has a significant impact on health care resources. Several therapeutic targets have been investigated, most with disappointing results. Many of the techniques have been abandoned because of lack of efficacy, safety issues, or economic and logistic limitations to wider applicability. The primary focus of this review is the coronary sinus Reducer, supporting evidence for which, although scarce, is promising regarding safety and efficacy in improving anginal symptoms and quality of life. It is also accessible to virtually all interventional cardiology departments.

11.
Rev Port Cardiol (Engl Ed) ; 39(10): 587-594, 2020 Oct.
Artigo em Inglês, Português | MEDLINE | ID: mdl-32948392

RESUMO

INTRODUCTION: Although there is evidence that a significant proportion of veteran athletes have coronary atherosclerotic disease (CAD), its prevalence in recreational athletes with low to intermediate cardiovascular (CV) risk is not established. This study aimed to characterize the coronary atherosclerotic burden in veteran male recreational athletes with low to intermediate CV risk. METHODS: Asymptomatic male athletes aged ≥40 years with low to intermediate risk, who exercised >4 hours/week for >5 years, underwent cardiac computed tomography (CT) for coronary artery calcium (CAC) scoring and CT angiography. High coronary atherosclerotic burden was defined as at least one of the following: CAC score >100; CAC score ≥75th percentile; obstructive CAD; disease involving the left main, three vessels or two vessels including the proximal left anterior descending artery; segment involvement score >5; or CT Leaman score ≥5. Athletes were categorized by tertiles of exercise volume, calculated by metabolic equivalent of task (MET) scores. RESULTS: A total of 105 athletes were included, all with SCORE <4%, mainly engaged in high-dynamic sports. Median exercise volume was 66 (44-103) METs/hour/week, with 8±5 hours training/week and 17±10 years of exercise. A high coronary atherosclerotic burden was present in 27 (25.7%) athletes. Ten (9.5%) athletes had CAC score >100, 13 (12.4%) had CAC score ≥75th percentile and six (5.7%) had obstructive lesions. The extent and severity of coronary plaques did not differ according to exercise volume. CONCLUSIONS: The prevalence of subclinical CAD detected by cardiac CT in veteran male recreational athletes with low to intermediate CV risk was high. Up to a quarter of our cohort had a high coronary atherosclerotic burden.


Assuntos
Doenças Cardiovasculares , Veteranos , Atletas , Angiografia Coronária , Fatores de Risco de Doenças Cardíacas , Humanos , Masculino , Fatores de Risco
12.
Eur Heart J Cardiovasc Imaging ; 21(4): 363-374, 2020 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-31985803

RESUMO

AIMS: There are significant sex-specific differences in left ventricular ejection fraction (LVEF), with a higher LVEF being observed in women. We sought to assess the clinical relevance of an increased LVEF in women and men. METHODS AND RESULTS: A total of 4632 patients from the CONFIRM (COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational Multicenter) registry (44.8% women; mean age 58.7 ± 13.2 years in men and 59.5 ± 13.3 years in women, P = 0.05), in whom LVEF was measured by cardiac computed tomography, were categorized according to LVEF (low <55%, normal 55-65%, and high >65%). The prevalence of high LVEF was similar in both sexes (33.5% in women and 32.5% in men, P = 0.46). After 6 years of follow-up, no difference in mortality was observed in patients with high LVEF in the overall cohort (P = 0.41). When data were stratified by sex, women with high LVEF died more often from any cause as compared to women with normal LVEF (8.6% vs. 7.1%, log rank P = 0.032), while an opposite trend was observed in men (5.8% vs. 6.8% in normal LVEF, log rank P = 0.89). Accordingly, a first order interaction term of male sex and high LVEF was significant (hazard ratios 0.63, 95% confidence intervals 0.41-0.98, P = 0.043) in a Cox regression model of all-cause mortality adjusted for age, cardiovascular risk factors, and severity of coronary artery disease (CAD). CONCLUSION: Increased LVEF is highly prevalent in patients referred for evaluation of CAD and is associated with an increased risk of death in women, but not in men. Differentiating between normal and hyperdynamic left ventricles might improve risk stratification in women with CAD. CLINICAL TRIAL REGISTRATION: https://clinicaltrials.gov/ct2/show/NCT01443637.


Assuntos
Angiografia por Tomografia Computadorizada , Doença da Artéria Coronariana , Idoso , Angiografia Coronária , Doença da Artéria Coronariana/diagnóstico por imagem , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Estudos Prospectivos , Sistema de Registros , Índice de Gravidade de Doença , Volume Sistólico , Função Ventricular Esquerda
13.
Eur Heart J ; 41(3): 359-367, 2020 01 14.
Artigo em Inglês | MEDLINE | ID: mdl-31513271

RESUMO

AIMS: Symptom-based pretest probability scores that estimate the likelihood of obstructive coronary artery disease (CAD) in stable chest pain have moderate accuracy. We sought to develop a machine learning (ML) model, utilizing clinical factors and the coronary artery calcium score (CACS), to predict the presence of obstructive CAD on coronary computed tomography angiography (CCTA). METHODS AND RESULTS: The study screened 35 281 participants enrolled in the CONFIRM registry, who underwent ≥64 detector row CCTA evaluation because of either suspected or previously established CAD. A boosted ensemble algorithm (XGBoost) was used, with data split into a training set (80%) on which 10-fold cross-validation was done and a test set (20%). Performance was assessed of the (1) ML model (using 25 clinical and demographic features), (2) ML + CACS, (3) CAD consortium clinical score, (4) CAD consortium clinical score + CACS, and (5) updated Diamond-Forrester (UDF) score. The study population comprised of 13 054 patients, of whom 2380 (18.2%) had obstructive CAD (≥50% stenosis). Machine learning with CACS produced the best performance [area under the curve (AUC) of 0.881] compared with ML alone (AUC of 0.773), CAD consortium clinical score (AUC of 0.734), and with CACS (AUC of 0.866) and UDF (AUC of 0.682), P < 0.05 for all comparisons. CACS, age, and gender were the highest ranking features. CONCLUSION: A ML model incorporating clinical features in addition to CACS can accurately estimate the pretest likelihood of obstructive CAD on CCTA. In clinical practice, the utilization of such an approach could improve risk stratification and help guide downstream management.


Assuntos
Cálcio/metabolismo , Angiografia por Tomografia Computadorizada/métodos , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico , Vasos Coronários/diagnóstico por imagem , Aprendizado de Máquina , Sistema de Registros , Doença da Artéria Coronariana/metabolismo , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Tomografia Computadorizada Multidetectores/métodos , Valor Preditivo dos Testes , Estudos Prospectivos , Curva ROC
14.
Sci Rep ; 9(1): 19942, 2019 12 27.
Artigo em Inglês | MEDLINE | ID: mdl-31882777

RESUMO

Coronary CT angiography (CTA) is currently considered a reliable method to exclude obstructive coronary artery disease (CAD) before valvular heart surgery in patients with low pretest probability. However, its role in excluding obstructive CAD before transcatheter aortic valve implantation (TAVI) is less well established. Single-center retrospective study where patients with severe symptomatic aortic stenosis underwent both CTA and invasive coronary angiography (ICA) as part of TAVI planning. CTA exams were conducted on a 64-slice dual source scanner, with a median interval of 45 days to ICA (IQR 25-75 [13-82]). In both tests, obstructive CAD was defined as a ≥50% stenosis in an epicardial vessel ≥2 mm diameter. Per-patient, per-vessel and per-proximal segment analyses were conducted, excluding and including non-evaluable segments. The study included 200 patients (120 women, mean age 83 ± 6 years). The prevalence of obstructive CAD on ICA was 35.5% (n = 71). On a per-patient analysis (assuming non-evaluable segments as stenotic), CTA showed sensitivity of 100% (95% CI, 95-100%), specificity of 42% (95% CI, 33-51%), and positive and negative predictive values of 48% (95% CI, 44-51%) and 100% (95% CI, 92-100%), respectively. CTA was able to exclude obstructive CAD in 54 patients (27%), in whom ICA could have been safely withheld. Despite the high rate of inconclusive tests, pre-procedural CTA is able to safely exclude obstructive CAD in a significant proportion of patients undergoing TAVI, possibly avoiding the need for ICA in roughly one quarter of the cases.


Assuntos
Angiografia por Tomografia Computadorizada/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Substituição da Valva Aórtica Transcateter/métodos , Idoso , Idoso de 80 Anos ou mais , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico , Estenose Coronária/fisiopatologia , Feminino , Humanos , Masculino , Tomografia Computadorizada Multidetectores/métodos , Imagem de Perfusão do Miocárdio/métodos , Valor Preditivo dos Testes , Estudos Retrospectivos , Sensibilidade e Especificidade
15.
Am J Cardiol ; 123(5): 717-724, 2019 03 01.
Artigo em Inglês | MEDLINE | ID: mdl-30558758

RESUMO

Current recommendations on the optimal revascularization strategy in Non-ST-elevation myocardial infarction (NSTEMI) with left main (LM) or multivessel coronary disease (MVD) are based upon randomized clinical trials conducted in stable coronary artery disease. In a real-world contemporary observational registry, we compared the long-term outcome of NSTEMI patients with LM/MVD (n = 1,104) submitted to coronary artery bypass grafting (CABG), percutaneous coronary intervention (PCI), or optimized medical therapy (OMT). The primary end point was 5-year all-cause mortality. Results were assessed in the entire population (CABG 289, PCI 399, and OMT 416) and in a propensity score-matched cohort of CABG (n = 159) and PCI (n = 159). Crude 5-year mortality rates in CABG and PCI were 25.3% versus 29.6%, respectively (unadjusted hazard ratio [HR] 1.2; 95% confidence intervals [CI] 0.9 to 1.6; p = 0.212); OMT, however, was associated with a twofold higher risk of mortality when compared with any revascularization strategy (unadjusted HR 2.0; 95% CI 1.7 to 2.5; p < 0.001). After propensity score-matching and multivariate analysis, there was a trend toward a higher incidence of the primary end point in patients who underwent PCI versus CABG (31% vs 21%; adjusted HR 1.52; 95% CI 0.93 to 2.50; p = 0.094). This was a consistent finding over subgroups deemed clinically relevant, such as in patients with LM or proximal left anterior descending disease, SYNergy between percutaneous coronary intervention with TAXus ≥23 and left ventricle ejection fraction <40%. In conclusion, in a real-world cohort of NSTEMI patients with LM/MVD, those selected for OMT had a dire outcome. Although adjusted 5-year mortality was statistically similar between revascularization strategies, there was a trend favoring CABG, which might be the preferred option in LM, proximal LAD, SYNergy between percutaneous coronary intervention with TAXus ≥23, and left ventricle ejection fraction <40% subgroups.


Assuntos
Ponte de Artéria Coronária/métodos , Vasos Coronários/diagnóstico por imagem , Infarto do Miocárdio sem Supradesnível do Segmento ST/cirurgia , Intervenção Coronária Percutânea/métodos , Pontuação de Propensão , Sistema de Registros , Idoso , Idoso de 80 Anos ou mais , Angiografia Coronária , Vasos Coronários/cirurgia , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio sem Supradesnível do Segmento ST/diagnóstico , Estudos Retrospectivos , Resultado do Tratamento
16.
Rev Port Cardiol (Engl Ed) ; 37(7): 585-590, 2018 Jul.
Artigo em Inglês, Português | MEDLINE | ID: mdl-30008314

RESUMO

INTRODUCTION: Surgical risk scores are widely used to identify patients at high surgical risk who may benefit from transcatheter aortic valve implantation (TAVI). A multiparametric TAVI mortality risk score based on a French registry (FRANCE-2) has recently been developed. The aim of our study was to compare the 30-day mortality prediction performance of the FRANCE-2, EuroSCORE II and STS scores. METHODS: We retrospectively studied 240 patients from a single-center prospective registry who underwent TAVI between January 2008 and December 2015. All scores were assessed for calibration and discrimination using calibration-in-the-large and ROC curve analysis, respectively. RESULTS: The observed mortality was 5.8% (n=14). The median EuroSCORE II, STS and FRANCE-2 scores were 5.0 (IQR 3.2-8.3), 5.1 (IQR 3.6-7.1) and 2.0 (IQR 1.0-3.0), respectively. Discriminative power was greater for EuroSCORE II (C-statistic 0.67) and STS (C-statistic 0.67) than for FRANCE-2 (C-statistic 0.53), but this was not statistically significant (p=0.26). All scores showed adequate calibration. CONCLUSIONS: All scores showed modest performance in early mortality prediction after TAVI. Despite being derived from a TAVI population, FRANCE-2 was no better than surgical risk scores in our population.


Assuntos
Estenose da Valva Aórtica/mortalidade , Estenose da Valva Aórtica/cirurgia , Medição de Risco/métodos , Substituição da Valva Aórtica Transcateter , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Prognóstico , Estudos Retrospectivos
17.
Coron Artery Dis ; 27(7): 573-9, 2016 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-27285280

RESUMO

BACKGROUND: Different cardiovascular risk calculators and risk-based thresholds for initiating statin therapy are currently in use. Using coronary computed tomography angiography, we sought to compare the Pooled-Cohort Equation [atherosclerotic cardiovascular disease (ASCVD) score] with the Systematic COronary Risk Evaluation (SCORE) in the identification of patients with high coronary atherosclerotic burden. METHODS: In a single-center prospective registry of patients undergoing coronary computed tomography angiography, we identified individuals aged 40-75 years without diabetes or known cardiovascular disease. Cardiovascular risk and eligibility for statin therapy were determined individually on the basis of the two calculators and the guidelines that endorse them. Coronary atherosclerotic burden was assessed by coronary calcium score, presence of stenosis greater than or equal to 50%, and several measures of plaque severity and extension. RESULTS: In the 327 patients assessed (181 men, mean age 59±9 years), the median SCORE and ASCVD values were 2.6 and 9.7%, respectively. Compared with SCORE, the ASCVD calculator showed greater discriminative power to identify patients with calcium score greater than or equal to 300 [C-statistic 0.74, 95% confidence interval (CI) 0.67-0.82 vs. 0.69, 95% CI 0.61-0.78, P=0.008] and showed a trend toward better identification of patients with obstructive stenosis (C-statistic 0.72, 95% CI 0.64-0.80 vs. 0.68, 95% CI 0.60-0.76, P=0.053). The proportion of statin-eligible patients would be higher with the SCORE-based criteria, particularly among individuals with little or no detectable coronary atherosclerosis. CONCLUSION: The SCORE calculator seems to be less discriminative than the ASCVD equation in identifying patients with high atherosclerotic burden. Current SCORE-based criteria would assign statin therapy to a larger proportion of patients with low-risk features, which could result in a lower yield of cholesterol-reducing strategies.


Assuntos
Angiografia por Tomografia Computadorizada , Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Doença da Artéria Coronariana/tratamento farmacológico , Vasos Coronários/diagnóstico por imagem , Técnicas de Apoio para a Decisão , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Adulto , Idoso , Estenose Coronária/diagnóstico por imagem , Estenose Coronária/tratamento farmacológico , Análise Discriminante , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Seleção de Pacientes , Placa Aterosclerótica , Portugal , Valor Preditivo dos Testes , Estudos Prospectivos , Sistema de Registros , Medição de Risco , Fatores de Risco , Índice de Gravidade de Doença , Calcificação Vascular/diagnóstico por imagem , Calcificação Vascular/tratamento farmacológico
18.
JACC Cardiovasc Imaging ; 8(11): 1322-35, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26563862

RESUMO

In recent years, several technical developments in the field of cardiac computed tomography (CT) have made possible the extraction of functional information from an anatomy-based examination. Several different lines have been explored and will be reviewed in the present paper, namely: 1) myocardial perfusion imaging; 2) transluminal attenuation gradients and corrected coronary opacification indexes; 3) fractional flow reserve computed from CT; and 4) extrapolation from atherosclerotic plaque characteristics. In view of these developments, cardiac CT has the potential to become in the near future a truly 2-in-1 noninvasive evaluation for coronary artery disease.


Assuntos
Angiografia Coronária/métodos , Doença da Artéria Coronariana/diagnóstico por imagem , Vasos Coronários/diagnóstico por imagem , Reserva Fracionada de Fluxo Miocárdico , Imagem de Perfusão do Miocárdio/métodos , Tomografia Computadorizada por Raios X , Doença da Artéria Coronariana/fisiopatologia , Vasos Coronários/fisiopatologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Reprodutibilidade dos Testes , Índice de Gravidade de Doença
19.
Arq. bras. cardiol ; 104(5): 401-408, 05/2015. tab, graf
Artigo em Inglês | LILACS | ID: lil-748158

RESUMO

Background: Fewer bleeding complications and early ambulation make radial access a privileged route for cardiac catheterization. However, transradial (TR) approach is not always successful, requiring its conversion into femoral access. Objectives: To evaluate the rate of conversion from radial into femoral access in cardiac catheterization and to identify its predictors. Methods: Prospective dual-center registry, including 7632 consecutive patients undergoing catheterization via the radial access between Jan/2009 and Oct/2012. We evaluated the incidence of conversion into femoral access and its predictors by logistic regression analysis. Results: The patients’ mean age was 66 ± 11 years, and 32% were women. A total of 2969 procedures (38.4%) were percutaneous coronary interventions (PCI), and the most used first intention arterial access was the right radial artery (97.6%). Radial access failure rate was 5.8%. Independent predictors of conversion from radial into femoral access were the use of short introducer sheaths (OR 3.047, CI: 2.380-3.902; p < 0.001), PCI (OR 1.729, CI: 1.375-2.173; p < 0.001), female sex (OR 1.569, CI: 1.234-1.996; p < 0.001), multivessel disease (OR 1.457, CI: 1.167-1.819; p = 0.001), body surface area (BSA) ≤ 1.938 (OR 1.448, CI: 1.120-1.871; p = 0.005) and age > 66 years (OR 1.354, CI: 1.088-1.684; p = 0.007). Conclusion: Transradial approach for cardiac catheterization has a high success rate and the need for its conversion into femoral access in this cohort was low. Female sex, older age, smaller BSA, the use of short introducer sheaths, multivessel disease and PCI were independent predictors of conversion into femoral access. .


Fundamento: Menos complicações hemorrágicas e deambulação precoce fazem do acesso radial uma via privilegiada para cateterismo cardíaco. Entretanto, a abordagem transradial (TR) nem sempre é bem-sucedida, sendo necessária a sua conversão em acesso femoral. Objetivo: Avaliar a taxa de conversão do acesso radial em femoral no cateterismo cardíaco e identificar seus fatores preditivos. Métodos: Registro prospectivo de dois centros, incluindo 7.632 pacientes consecutivos submetidos a cateterização via acesso radial entre janeiro de 2009 e outubro de 2012. Avaliou-se a incidência de conversão em acesso femoral e seus fatores preditivos através de análise de regressão logística. Resultados: A idade média dos pacientes foi de 66 ± 11 anos, sendo 32% deles mulheres. Houve 2.969 (38.4%) intervenções coronarianas percutâneas (ICP),sendo a artéria radial direita a primeira escolha mais usada (97,6%). A taxa de insucesso do acesso radial foi de 5,8%. Fatores preditivos independentes da conversão do acesso radial em femoral foram o uso de bainhas introdutoras curtas (OR 3,047; IC: 2,380-3,902; p < 0,001), ICP (OR 1,729; IC: 1,375-2,173; p < 0,001), sexo feminino (OR 1,569;IC: 1,234-1,996; p < 0,001), doença multiarterial (OR 1,457; IC: 1,167-1,819; p = 0,001), área de superfície corporal(ASC) ≤ 1,938 (OR 1,448; IC: 1,120-1,871; p = 0,005) e idade > 66 anos (OR 1,354; IC: 1,088-1,684; p = 0,007). Conclusão: A abordagem transradial para cateterismo cardíaco tem alta taxa de sucesso e a necessidade de sua conversão em acesso femoral nesta coorte foi baixa. Os fatores preditivos independentes de sua conversão em acesso femoral foram: sexo feminino; idade mais avançada; menor ASC; uso de bainhas introdutoras curtas; doença multiarterial; e ICP. .


Assuntos
Humanos , Toxinas Bacterianas , Staphylococcus aureus , Infecções Estafilocócicas/imunologia , Infecções Estafilocócicas/microbiologia
20.
Arq Bras Cardiol ; 104(5): 401-8, 2015 May.
Artigo em Inglês, Português | MEDLINE | ID: mdl-25789883

RESUMO

BACKGROUND: Fewer bleeding complications and early ambulation make radial access a privileged route for cardiac catheterization. However, transradial (TR) approach is not always successful, requiring its conversion into femoral access. OBJECTIVES: To evaluate the rate of conversion from radial into femoral access in cardiac catheterization and to identify its predictors. METHODS: Prospective dual-center registry, including 7632 consecutive patients undergoing catheterization via the radial access between Jan/2009 and Oct/2012. We evaluated the incidence of conversion into femoral access and its predictors by logistic regression analysis. RESULTS: The patients' mean age was 66 ± 11 years, and 32% were women. A total of 2969 procedures (38.4%) were percutaneous coronary interventions (PCI), and the most used first intention arterial access was the right radial artery (97.6%). Radial access failure rate was 5.8%. Independent predictors of conversion from radial into femoral access were the use of short introducer sheaths (OR 3.047, CI: 2.380-3.902; p < 0.001), PCI (OR 1.729, CI: 1.375-2.173; p < 0.001), female sex (OR 1.569, CI: 1.234-1.996; p < 0.001), multivessel disease (OR 1.457, CI: 1.167-1.819; p = 0.001), body surface area (BSA) ≤ 1.938 (OR 1.448, CI: 1.120-1.871; p = 0.005) and age > 66 years (OR 1.354, CI: 1.088-1.684; p = 0.007). CONCLUSION: Transradial approach for cardiac catheterization has a high success rate and the need for its conversion into femoral access in this cohort was low. Female sex, older age, smaller BSA, the use of short introducer sheaths, multivessel disease and PCI were independent predictors of conversion into femoral access.


Assuntos
Cateterismo Cardíaco/métodos , Artéria Femoral , Artéria Radial , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Cateterismo Cardíaco/efeitos adversos , Feminino , Artéria Femoral/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Intervenção Coronária Percutânea/efeitos adversos , Intervenção Coronária Percutânea/métodos , Estudos Prospectivos , Artéria Radial/cirurgia , Fatores de Risco , Fatores Sexuais , Estatísticas não Paramétricas , Fatores de Tempo , Resultado do Tratamento
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