ANTONILDES NASCIMENTO ASSUNCAO JUNIOR

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Instituto do Coração, Hospital das Clínicas, Faculdade de Medicina - Médico
LIM/65, Hospital das Clínicas, Faculdade de Medicina

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  • article 9 Citação(ões) na Scopus
    Diagnostic Performance of a Machine Learning-Based CT-Derived FFR in Detecting Flow-Limiting Stenosis
    (2021) MORAIS, Thamara Carvalho; ASSUNCAO-JR, Antonildes Nascimento; DANTAS JUNIOR, Roberto Nery; SILVA, Carla Franco Grego da; PAULA, Caroline Bastida de; TORRES, Roberto Almeida; MAGALHAES, Tiago Augusto; NOMURA, Cesar Higa; AVILA, Luiz Francisco Rodrigues de; PARGA FILHO, Jose Rodrigues
    Background: The non-invasive quantification of the fractional flow reserve (FFRCT) using a more recent version of an artificial intelligence-based software and latest generation CT scanner (384 slices) may show high performance to detect coronary ischemia. Objectives: To evaluate the diagnostic performance of FFRCT for the detection of significant coronary artery disease (CAD) in contrast to invasive FFR (iFFR) using previous generation CT scanners (128 and 256-detector rows). Methods: Retrospective study with patients referred to coronary artery CT angiography (CTA) and catheterization (iFFR) procedures. Siemens Somatom Definition Flash (256-detector rows) and AS+ (128-detector rows) CT scanners were used to acquire the images. The FFRCT and the minimal lumen area (MLA) were evaluated using a dedicated software (cFFR version 3.0.0, Siemens Healthineers, Forchheim, Germany). Obstructive CAD was defined as CTA lumen reduction >= 50%, and flow-limiting stenosis as iFFR <= 0.8. All reported P values are two-tailed, and when <0.05, they were considered statistically significant. Results: Ninety-three consecutive patients (152 vessels) were included. There was good agreement between FFRCT and iFFR, with minimal FFRCT overestimation (bias: -0.02; limits of agreement:0.14-0.09). Different CT scanners did not modify the association between FFRCT and FFRi (p for interaction=0.73). The performance of FFRCT was significantly superior compared to the visual classification of coronary stenosis (AUC 0.93vs.0.61, p<0.001) and to MLA (AUC 0.93vs.0.75, p<0.001), reducing the number of false-positive cases. The optimal cut-off point for FFRCT using a Youden index was 0.85 (87% Sensitivity, 86% Specificity, 73% PPV, 94% NPV), with a reduction of false-positives. Conclusion: Machine learning-based FFRCT using previous generation CT scanners (128 and 256-detector rows) shows good diagnostic performance for the detection of CAD, and can be used to reduce the number of invasive procedures.
  • article 0 Citação(ões) na Scopus
    Detection of Early Diffuse Myocardial Fibrosis and Inflammation in Chagas Cardiomyopathy with T1 Mapping and Extracellular Volume
    (2023) MELO, Rodrigo J. L.; ASSUNCAO, Antonildes N.; MORAIS, Thamara C.; NOMURA, Cesar H.; SCANAVACCA, Mauricio I.; MARTINELLI-FILHO, Martino; RAMIRES, Felix J. A.; FERNANDES, Fabio; IANNI, Barbara M.; MADY, Charles; ROCHITTE, Carlos E.
    Purpose: To evaluate myocardial T1 mapping and extracellular volume (ECV) parameters in different stages of Chagas cardiomyopathy and determine whether they are predictive of disease severity and prognosis.Materials and Methods: Prospectively enrolled participants (July 2013 to September 2016) underwent cine and late gadolinium enhancement (LGE) cardiac MRI and T1 mapping with a precontrast (native) or postcontrast modified Look-Locker sequence. The native T1 and ECV values were measured among subgroups that were based on disease severity (indeterminate, Chagas cardiomyopathy with preserved ejection fraction [CCpEF], Chagas cardiomyopathy with midrange ejection fraction [CCmrEF], and Chagas cardiomyopathy with reduced ejection fraction [CCrEF]). Cox proportional hazards regression and the Akaike information criterion were used to determine predictors of major cardiovascular events (cardioverter defibrillator implant, heart transplant, or death).Results: In 107 participants (90 participants with Chagas disease [mean age & PLUSMN; SD, 55 years & PLUSMN; 11; 49 men] and 17 age-and sex matched control participants), the left ventricular (LV) ejection fraction and the extent of focal and diffuse or interstitial fibrosis were correlated with disease severity. Participants with CCmrEF and participants with CCrEF showed significantly higher global native T1 and ECV values than participants in the indeterminate, CCpEF, and control groups (T1: 1072 msec & PLUSMN; 34 and 1073 msec & PLUSMN; 63 vs 1010 msec & PLUSMN; 41, 1005 msec & PLUSMN; 69, and 999 msec & PLUSMN; 46; ECV: 35.5% & PLUSMN; 3.6 and 35.0% & PLUSMN; 5.4 vs 25.3% & PLUSMN; 3.5, 28.2% & PLUSMN; 4.9, and 25.2% & PLUSMN; 2.2; both P < .001). Remote (LGE-negative areas) native T1 and ECV values were also higher (T1: 1056 msec & PLUSMN; 32 and 1071 msec & PLUSMN; 55 vs 1008 msec & PLUSMN; 41, 989 msec & PLUSMN; 96, and 999 msec & PLUSMN; 46; ECV: 30.2% & PLUSMN; 4.7 and 30.8% & PLUSMN; 7.4 vs 25.1% & PLUSMN; 3.5, 25.1% & PLUSMN; 3.7, and 25.0% & PLUSMN; 2.2; both P < .001). Abnormal remote ECV values (>30%) occurred in 12% of participants in the indeterminate group, which increased with disease severity. Nineteen combined outcomes were observed (median follow-up time: 43 months), and a remote native T1 value greater than 1100 msec was independently predictive of combined outcomes (hazard ratio, 12 [95% CI: 4.1, 34.2]; P < .001).Conclusion: Myocardial native T1 and ECV values were correlated with Chagas disease severity and may serve as markers of myocardial involvement in Chagas cardiomyopathy that precede LGE and LV dysfunction.
  • bookPart
    Angiotomografia computadorizada de coronárias
    (2015) ASSUNçãO JR., Antonildes Nascimento; PARGA FILHO, José Rodrigues; NOMURA, César Higa
  • article 1 Citação(ões) na Scopus
    Siamese pyramidal deep learning network for strain estimation in 3D cardiac cine-MR
    (2023) GRAVES, Catharine V.; REBELO, Marina F. S.; MORENO, Ramon A.; DANTAS-JR, Roberto N.; JR, Antonildes N. Assuncao; NOMURA, Cesar H.; GUTIERREZ, Marco A.
    Strain represents the quantification of regional tissue deformation within a given area. Myocardial strain has demonstrated considerable utility as an indicator for the assessment of cardiac function. Notably, it exhibits greater sensitivity in detecting subtle myocardial abnormalities compared to conventional cardiac function indices, like left ventricle ejection fraction (LVEF). Nonetheless, the estimation of strain poses considerable challenges due to the necessity for precise tracking of myocardial motion throughout the complete cardiac cycle. This study introduces a novel deep learning-based pipeline, designed to automatically and accurately estimate myocardial strain from three-dimensional (3D) cine-MR images. Consequently, our investigation presents a comprehensive pipeline for the precise quantification of local and global myocardial strain. This pipeline incorporates a supervised Convolutional Neural Network (CNN) for accurate segmentation of the cardiac muscle and an unsupervised CNN for robust left ventricle motion tracking, enabling the estimation of strain in both artificial phantoms and real cine-MR images. Our investigation involved a comprehensive comparison of our findings with those obtained from two commonly utilized commercial software in this field. This analysis encompassed the examination of both intra- and inter-user variability. The proposed pipeline exhibited demonstrable reliability and reduced divergence levels when compared to alternative systems. Additionally, our approach is entirely independent of previous user data, effectively eliminating any potential user bias that could influence the strain analyses.
  • article 6 Citação(ões) na Scopus
    Myocardial perfusion in patients with suspected coronary artery disease: comparison between 320-MDCT and rubidium-82 PET
    (2018) DANTAS JR., Roberto Nery; ASSUNCAO JR., Antonildes Nascimento; MARQUES FILHO, Ismar Aguiar; FAHEL, Mateus Guimaraes; NOMURA, Cesar Higa; AVILA, Luiz Francisco Rodrigues; GIORGI, Maria Clementina Pinto; SOARES JR., Jose; MENEGHETTI, Jose Claudio; PARGA, Jose Rodrigues
    Despite advances in non-invasive myocardial perfusion imaging (MPI) evaluation, computed tomography (CT) multiphase MPI protocols have not yet been compared with the highly accurate rubidium-82 positron emission tomography ((RbPET)-Rb-82) MPI. Thus, this study aimed to evaluate agreement between (RbPET)-Rb-82 and 320-detector row CT (320-CT) MPI using a multiphase protocol in suspected CAD patients. Forty-four patients referred for MPI evaluation were prospectively enrolled and underwent dipyridamole stress (RbPET)-Rb-82 and multiphase 320-CT MPI (five consecutive volumetric acquisitions during stress). Statistical analyses were performed using the R software. There was high agreement for recognizing summed stress scores 4 (kappa 0.77, 95% CI 0.55-0.98, p < 0.001) and moderate for detecting SDS 2 (kappa 0.51, 95% CI 0.23-0.80, p < 0.001). In a per segment analysis, agreement was high for the presence of perfusion defects during stress and rest (kappa 0.75 and 0.82, respectively) and was moderate for impairment severity (kappa 0.58 and 0.65, respectively). The 320-CT protocol was safe, with low radiation burden (9.3 +/- 2.4 mSv). There was a significant agreement between dipyridamole stress 320-CT MPI and (RbPET)-Rb-82 MPI in the evaluation of suspected CAD patients of intermediate risk. The multiphase 320-CT MPI protocol was feasible, diagnostic and with relatively low radiation exposure. aEuro cent Rubidium-82 PET and 320-MDCT can perform MPI studies for CAD investigation. aEuro cent There is high agreement between rubidium-82 PET and 320-MDCT for MPI assessment. aEuro cent Multiphase CT perfusion protocols are feasible and with low radiation. aEuro cent Multiphase CT perfusion protocols can identify image artefacts.
  • article 1 Citação(ões) na Scopus
    Automated Computed Tomography Lung Densitometry in Bronchiectasis Patients
    (2022) SAWAMURA, Marcio Valente Yamada; ATHANAZIO, Rodrigo Abensur; NUCCI, Maria Cecilia Nieves Teixeira Maiorano de; RACHED, Samia Zahi; CUKIER, Alberto; STELMACH, Rafael; ASSUNCAO- JR., Antonildes Nascimento; TAKAHASHI, Marcelo Straus; NOMURA, Cesar Higa
  • article 2 Citação(ões) na Scopus
    MRI-based radiomic score increased mrTRG accuracy in predicting rectal cancer response to neoadjuvant therapy
    (2023) MIRANDA, Joao; HORVAT, Natally; ASSUNCAO JR., Antonildes N.; MACHADO, Felipe Augusto de M.; CHAKRABORTY, Jayasree; PANDINI, Rafael Vaz; SARAIVA, Samya; NAHAS, Caio Sergio Rizkallah; NAHAS, Sergio Carlos; NOMURA, Cesar Higa
    Purpose To develop a magnetic resonance imaging (MRI)-based radiomics score, i.e., ""rad-score,"" and to investigate the performance of rad-score alone and combined with mrTRG in predicting pathologic complete response (pCR) in patients with locally advanced rectal cancer following neoadjuvant chemoradiation therapy. Methods This retrospective study included consecutive patients with LARC who underwent neoadjuvant chemoradiotherapy followed by surgery from between July 2011 to November 2015. Volumes of interest of the entire tumor on baseline rectal MRI and of the tumor bed on restaging rectal MRI were manually segmented on T2-weighted images. The radiologist also provided the ymrTRG score on the restaging MRI. Radiomic score (rad-score) was calculated and optimal cut-off points for both mrTRG and rad-score to predict pCR were selected using Youden's J statistic. Results Of 180 patients (mean age = 63 years; 60% men), 33/180 (18%) achieved pCR. High rad-score (> - 1.49) yielded an area under the curve (AUC) of 0.758, comparable to ymrTRG 1-2 which yielded an AUC of 0.759. The combination of high rad-score and ymrTRG 1-2 yielded a significantly higher AUC of 0.836 compared with ymrTRG 1-2 and high rad-score alone (p < 0.001). A logistic regression model incorporating both high rad-score and mrTRG 1-2 was built to calculate adjusted odds ratios for pCR, which was 4.85 (p < 0.001). Conclusion Our study demonstrates that a rectal restaging MRI-based rad-score had comparable diagnostic performance to ymrTRG. Moreover, the combined rad-score and ymrTRG model yielded a significant better diagnostic performance for predicting pCR.
  • article 36 Citação(ões) na Scopus
    Myocardial T1 mapping and extracellular volume quantification in patients with left ventricular non-compaction cardiomyopathy
    (2018) ARAUJO-FILHO, Jose A. B.; ASSUNCAO JR., Antonildes N.; MELO, Marcelo D. Tavares de; BIERE, Loic; LIMA, Camila R.; DANTAS JR., Roberto N.; NOMURA, Cesar H.; SALEMI, Vera M. C.; JEROSCH-HEROLD, Michael; PARGA, Jose R.
    Aims From pathophysiological mechanisms to risk stratification and management, much debate and discussion persist regarding left ventricular non-compaction cardiomyopathy (LVNC). This study aimed to characterize myocardial T1 mapping and extracellular volume (ECV) fraction by cardiovascular magnetic resonance (CMR), and investigate how these biomarkers relate to left ventricular ejection fraction (LVEF) and ventricular arrhythmias (VA) in LVNC. Methods and results Patients with LVNC (n = 36) and healthy controls (n = 18) were enrolled to perform a CMR with T1 mapping. ECV was quantified in LV segments without late gadolinium enhancement (LGE) areas to investigate diffuse myocardial fibrosis. Patients with LVNC had slightly higher native T1 (1024 +/- 43ms vs. 995 +/- 22 ms, P = 0.01) and substantially expanded ECV (28.0 +/- 4.5% vs. 23.5 +/- 2.2%, P < 0.001) compared to controls. The ECV was independently associated with LVEF (beta = -1.3, P = 0.001). Among patients without LGE, VAs were associated with higher ECV (27.7% with VA vs. 25.8% without VA, P = 0.002). Conclusion In LVNC, tissue characterization by T1 mapping suggests an extracellular expansion by diffuse fibrosis in myocardium without LGE, which was associated with myocardial dysfunction and VA, but not with the amount of noncompacted myocardium.
  • article 0 Citação(ões) na Scopus
    Safety and possible anti-inflammatory effect of paclitaxel associated with LDL-like nanoparticles (LDE) in patients with chronic coronary artery disease: a double-blind, placebo-controlled pilot study
    (2024) MARINHO, Lucas Lage; RACHED, Fabiana Hanna; MORIKAWA, Aleksandra Tiemi; TAVONI, Thauany Martins; CARDOSO, Ana Paula Toniello; TORRES, Roberto Vitor Almeida; JR, Antonildes Nascimento Assuncao; JR, Carlos Vicente Serrano; NOMURA, Cesar Higa; MARANHAO, Raul Cavalcante
    Introduction Studies in cholesterol-fed rabbits showed that anti-proliferative chemotherapeutic agents such as paclitaxel associated with solid lipid nanoparticles (LDE) have marked anti-atherosclerotic effects. In addition, association with LDE nearly abolishes paclitaxel toxicity. We investigated whether treatment with LDE-paclitaxel changes plaque progression by coronary CT angiography and is safe in patients with chronic coronary artery disease.Methods We conducted a prospective, randomized, double-blind, placebo-controlled pilot study in patients with multi-vessel chronic coronary artery disease. Patients were randomized to receive IV infusions of LDE-paclitaxel (paclitaxel dose: 175 mg/m2 body surface) or LDE alone (placebo group), administered every 3 weeks for 18 weeks. All participants received guideline-directed medical therapy. Clinical and laboratory safety evaluations were made at baseline and every 3 weeks until the end of the study. Analysis of inflammatory biomarkers and coronary CTA was also performed at baseline and 4 weeks after treatment.Results Forty patients aged 65.6 +/- 8 years, 20 in LDE-paclitaxel and 20 in placebo group were enrolled. Among those, 58% had diabetes, 50% had myocardial infarction, and 91% were in use of statin and aspirin. Baseline demographics, risk factors, and laboratory results were not different between groups. In all patients, no clinical or laboratory toxicities were observed. From the baseline to the end of follow-up, there was a non-significant trend toward a decrease in IL-6 levels and hsCRP in the LDE-paclitaxel group (-16% and -28%, respectively), not observed in placebo. Regarding plaque progression analysis, variation in plaque parameter values was wide, and no difference between groups was observed.Conclusion In patients with multivessel chronic coronary artery disease and optimized medical therapy, LDE-paclitaxel was safe and showed clues of potential benefits in reducing inflammatory biomarkers.Clinical Trial Registration https://clinicaltrials.gov/study/NCT04148833, identifier (NCT04148833).
  • article 1 Citação(ões) na Scopus
    Chronic troponin elevation assessed by myocardial T1 mapping in patients with stable coronary artery disease
    (2023) SEGRE, Carlos Alexandre W.; LEMOS, James A. de; ASSUNCAO, Antonildes Nascimento; NOMURA, Cesar Higa; FAVARATO, Desiderio; STRUNZ, Celia Maria Cassaro; VILLA, Alexandre Volney; PARGA FILHO, Jose Rodrigues; REZENDE, Paulo Cury; HUEB, Whady; RAMIRES, Jose Antonio Franchini; KALIL FILHO, Roberto; SERRANO, Carlos Vicente
    Background:Cardiac troponin detected with sensitive assays can be chronically elevated, in the absence of unstable coronary syndromes. In patients with chronic coronary artery disease, clinically silent ischemic episodes may cause chronic troponin release. T1 mapping is a cardiovascular magnetic resonance technique useful in quantitative cardiac tissue characterization. We selected patients with anatomically and functionally normal hearts to investigate associations between chronic troponin release and myocardial tissue characteristics assessed by T1 mapping. Methods:We investigated the relationship between cardiac troponin I concentrations and cardiovascular magnetic resonance T1 mapping parameters in patients with stable coronary artery disease enrolled in MASS V study before elective revascularization. Participants had no previous myocardial infarction, negative late gadolinium enhancement, normal left ventricular function, chamber dimensions and wall thickness. Results:A total of 56 patients were analyzed in troponin tertiles: nativeT1 and extracellular volume (ECV) values (expressed as means +/- standard deviations) increased across tertiles: nativeT1 (1006 +/- 27 ms vs 1016 +/- 27 ms vs 1034 +/- 37 ms, ptrend = 0.006) and ECV (22 +/- 3% vs 23 +/- 1.9% vs 25 +/- 3%, ptrend = 0.007). Cardiac troponin I concentrations correlated with native T1(R = 0.33, P = .012) and ECV (R = 0.3, P = .025), and were independently associated with nativeT1 (P = .049) and ventricular mass index (P = .041) in multivariable analysis. Conclusion:In patients with chronic coronary artery disease and structurally normal hearts, troponin I concentrations correlated with T1 mapping parameters, suggesting that diffuse edema or fibrosis scattered in normal myocardium might be associated with chronic troponin release.