JOSE RODRIGUES PARGA FILHO
Projetos de Pesquisa
Unidades Organizacionais
Instituto do Coração, Hospital das Clínicas, Faculdade de Medicina - Médico
LIM/65, Hospital das Clínicas, Faculdade de Medicina
LIM/65, Hospital das Clínicas, Faculdade de Medicina
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- Evaluation of Myocardial Perfusion by Computed Tomography - Principles, Technical Background and Recommendations(2019) MAGALHAES, Tiago Augusto; CURY, Roberto Caldeira; CERCI, Rodrigo Julio; PARGA FILHO, Jose Rodrigues; GOTTLIEB, Ilan; NACIF, Marcelo Souto; PINTO, Ibraim Masciarelli; ROCHITTE, Carlos Eduardo; VILAS-BOAS, Fabio; SCHVARTZMAN, Paulo R.Coronary computed tomography angiography (CCTA) has gained a prominent role in the evaluation of coronary artery disease. However, its anatomical nature does not allow the evaluation of the functional repercussion of coronary obstructions. It has been made possible to evaluate Myocardial computed tomography perfusion (Myocardial CTP) recently, based on myocardial contrast changes related to coronary stenoses. Several studies have validated this technique against the anatomical reference method (cardiac catheterization) and other functional methods, including myocardial perfusion scintigraphy and fractional flow reserve. The Myocardial CTP is performed in conjunction with the CCTA, a combined analysis of anatomy and function. The stress phase (with assessment of myocardial perfusion) can be performed before or after the resting phase (assessment of resting perfusion and coronary arteries), and different acquisition parameters are proposed according to the protocol and type of equipment used. Stressors used are based on coronary vasodilation (e.g. dipyridamole, adenosine). Image interpretation, similar to other perfusion assessment methods, is based on the identification and quantification of myocardial perfusion defects. The integration of both perfusion and anatomical findings is fundamental for the examination interpretation algorithm, allowing to define if the stenoses identified are hemodynamically significant and may be related to myocardial ischemia.
- 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 RodriguesBackground: 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.
- Quantitative analysis of pulmonary perfusion with dual-energy CT angiography: comparison of two quantification methods in patients with pulmonary embolism(2023) LEE, Hye Ju; WANDERLEY, Mark; RUBIN, Vivian Cardinal da Silva; ALCALA, Glasiele Cristina; COSTA, Eduardo Leite Vieira; PARGA, Jose Rodrigues; AMATO, Marcelo Britto PassosThe study aimed to evaluate a quantification method of pulmonary perfusion with Dual-Energy CT Angiography (DE-CTA) normalized by lung density in the prediction of outcome in acute pulmonary embolism (PE). In this prospective study with CTA scans acquired with different breathing protocols, two perfusion parameters were calculated: %PBV (relative value of PBV, expressed per unit volume) and PBVm (PBV normalized by lung density, expressed per unit mass). DE-CTA parameters were correlated with simplified pulmonary embolism severity index (sPESI) and with outcome groups, alone and in combinationwith tomographic right-to-left ventricular ratios (RV/LV). PBVm showed significant correlation with sPESI. PBVm presented higher accuracy than %PBV In the prediction of ICU admission or death in patients with PE, with the best performance when combined with RV/LV volumetric ratio.
- Dipyridamole stress myocardial perfusion by computed tomography in patients with left bundle branch block(2015) CABEDA, Estevan Vieira; FALCAO, Andrea Maria Gomes; SOARES JR., Jose; ROCHITTE, Carlos Eduardo; NOMURA, Cesar Higa; AVILA, Luiz Francisco Rodrigues; PARGA, Jose RodriguesBackground: Functional tests have limited accuracy for identifying myocardial ischemia in patients with left bundle branch block (LBBB). Objective: To assess the diagnostic accuracy of dipyridamole-stress myocardial computed tomography perfusion (CTP) by 320-detector CT in patients with LBBB using invasive quantitative coronary angiography (QCA) (stenosis >= 70%) as reference; to investigate the advantage of adding CTP to coronary computed tomography angiography (CTA) and compare the results with those of single photon emission computed tomography (SPECT) myocardial perfusion scintigraphy. Methods: Thirty patients with LBBB who had undergone SPECT for the investigation of coronary artery disease were referred for stress tomography. Independent examiners performed per-patient and per-coronary territory assessments. All patients gave written informed consent to participate in the study that was approved by the institution's ethics committee. Results: The patients' mean age was 62 +/- 10 years. The mean dose of radiation for the tomography protocol was 9.3 +/- 4.6 mSv. With regard to CTP, the per-patient values for sensitivity, specificity, positive and negative predictive values, and accuracy were 86%, 81%, 80%, 87%, and 83%, respectively (p = 0.001). The per-territory values were 63%, 86%, 65%, 84%, and 79%, respectively (p < 0.001). In both analyses, the addition of CTP to CTA achieved higher diagnostic accuracy for detecting myocardial ischemia than SPECT (p < 0.001). Conclusion: The use of the stress tomography protocol is feasible and has good diagnostic accuracy for assessing myocardial ischemia in patients with LBBB.
- Influential Factors on the Evaluation of Adamkiewicz Artery Using a 320-Detector Row Computed Tomography Device(2017) AMATO, Alexandre C. M.; PARGA FILHO, Jose R.; STOLF, Noedir A. G.Background: Understanding the difference of Adamkiewicz artery (AKA) presentation in healthy and diseased subjects, and the influence of atherosclerotic factors prevalent in aortic disease patients, are important for aortic disease therapeutic planning. This study used a 320-detector row computed tomography (CT) device to examine the impact of clinical aspects of AKA identification in individuals with and without aortic disease. Methods: Angio-CTs obtained from 115 patients were assessed and the individuals grouped according to the presence or absence of aortic disease. Datasets were analyzed using OsiriX software, and AKA was identified by three-dimensional multiplanar reconstruction. Results: The group without aortic disease (Group A) comprised 32 (52.5%) men and 29 women, with a mean age of 53.7 +/- 16.8 years. The group with aortic disease (Group B) comprised 31 (57.4%) men and 23 women, with a mean age of 64.8 +/- 11.6 years. AKA was identified in 49 (80.3%) participants of Group A and 23 (42.6%) individuals of Group B (P <= 0.0001). In 53 cases (73.6%), AKA originated on the left side. AKA was mainly detected on the left side (73.6%), at the level of T10 to T12 (70%). Tobacco smokers, former smokers, and hypertensive patients had increased odds of having undetected AKA. Conclusions: Using the method described and a state of the art 320-detector row CT device, AKA was detected more frequently among individuals without aortic disease. Thus, aortic disease and atherosclerotic risk factors hindered AKA detection.
- Rare association of endomyocardial fibrosis and Chagas heart disease(2017) HOTTA, Viviane Tiemi; IANNI, Barbara Maria; ASSUNCAO JR., Antonildes Nascimento; PARGA, Jose Rodrigues; MADY, Charles
bookPart Angiotomografia computadorizada de coronárias(2015) ASSUNçãO JR., Antonildes Nascimento; PARGA FILHO, José Rodrigues; NOMURA, César HigaconferenceObject A decrease in glycolytic metabolism in noncompaction cardiomyopathy - Insights into pathophysiological mechanisms(2016) MELO, M. Dantas Tavares De; GIORGI, M. Clementina; DANTAS JUNIOR, R. Nery; LIMA, C. Rocon De; PARGA FILHO, J. Roberto; SOARES JUNIOR, J.; MENEGHETTI, J. Claudio; BIERRENBACH, A. Luiza; BOCCHI, E. Alcides; SALEMI, V. M. C.- 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 RodriguesDespite 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.
- Lobar pulmonary perfusion quantification with dual-energy CT angiography: Interlobar variability and relationship with regional clot burden in pulmonary embolism(2022) LEE, Hye Ju; WANDERLEY, Mark; RUBIN, Vivian Cardinal da Silva; RODRIGUES, Ana Clara Tude; DINIZ, Amanda Rocha; PARGA, Jose Rodrigues; AMATO, Marcelo Britto PassosPurpose: Semi-automated lobar segmentation tools enable an anatomical assessment of regional pulmonary perfusion with Dual-Energy CTA (DE-CTA). We aimed to quantify lobar pulmonary perfusion with DE-CTA, analyze the perfusion distribution among the pulmonary lobes in subjects without cardiopulmonary diseases and assess the correlation between lobar perfusion and regional endoluminal clots in patients with acute pulmonary embolism (PE). Methods: We evaluated 151 consecutive subjects with suspected PE and without cardiopulmonary comorbidities. DE-CTA derived perfused blood volume (PBV) of each pulmonary lobe was measured applying a semi-automated lobar segmentation technique. In patients with PE, blood clot location was assessed, and CT-based vascular obstruction index of each lobe (CTOIlobe) was calculated and classified into three groups: CTOIlobe= 0, low CTOIlobe (1-50%) and high CTOIlobe (>50%). Results: Among patients without PE (103/151, 68.2%), median lobar PBV was 13.7% (IQR 10.2-18.0%); the right middle lobe presented lower PBV when compared to all the other lobes (p < .001). In patients with PE (48/151, 31.8%), lobar PBV was 12.6% (IQR 9.6-15.7%), 13.7% (IQR 10.1-16.7%) and 6.5% (IQR 5.1-10.2%) in the lobes with CTOIlobe= 0, low CTOIlobe and high CTOIlobe scores, respectively, with a significantly decreased PBV in the lobes with high CTOIlobe score (p < .001). ROC analysis of lobar PBV for prediction of high CTOIlobe score revealed AUC of 0.847 (95%CI 0.785-0.908).