Publications by authors named "Albert Sinusas"

Background: Observational data have suggested that patients with moderate to severe ischemia benefit from revascularization. However, this was not confirmed in a large, randomized trial.

Objectives: Using a contemporary, multicenter registry, the authors evaluated differences in the association between quantitative ischemia, revascularization, and outcomes across important subgroups.

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Tissue-engineered vascular conduits (TEVCs), often made by seeding autologous bone marrow cells onto biodegradable polymeric scaffolds, hold promise toward treating single-ventricle congenital heart defects (SVCHDs). However, the clinical adoption of TEVCs has been hindered by a high incidence of graft stenosis in prior TEVC clinical trials. Herein, we developed endothelialized TEVCs by coating the luminal surface of decellularized human umbilical arteries with human induced pluripotent stem cell (hiPSC)-derived endothelial cells (ECs), followed by shear stress training, in flow bioreactors.

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Rubidium-82 (Rb) is a radioactive isotope widely used for cardiac PET imaging. Despite numerous benefits of Rb, there are several factors that limits its image quality and quantitative accuracy. First, the short half-life of Rb results in noisy dynamic frames.

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Lower extremity peripheral artery disease (PAD) is characterized by impairment of blood flow associated with arterial stenosis and frequently coexisting microvascular disease and is associated with high rates of morbidity and mortality. Current diagnostic modalities have limited accuracy in early diagnosis, risk stratification, preprocedural assessment, and evaluation of therapy and are focused on the detection of obstructive atherosclerotic disease. Early diagnosis and assessment of both large vessels and microcirculation may improve risk stratification and guide therapeutic interventions.

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The Registry of Fast Myocardial Perfusion Imaging with Next-Generation SPECT (REFINE SPECT) has been expanded to include more patients and CT attenuation correction imaging. We present the design and initial results from the updated registry. The updated REFINE SPECT is a multicenter, international registry with clinical data and image files.

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Background: Ex vivo perfusion of transplant-declined human organs has emerged as a promising platform to study the response of an organ to novel therapeutic strategies. However, to fully realize the capability of this platform for performing translational research in human organ pathophysiology, there is a need for robust assays to assess organ function and disease. State-of-the-art research methods rely on analyses of biopsies taken during perfusion, which both damages the organ and only provides localized information.

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Article Synopsis
  • Researchers developed a new AI method to analyze routine CTAC scans from cardiac imaging to create volumetric measurements of various tissues, including fat and muscle, in the chest area.
  • The study examined data from nearly 10,000 patients, finding that higher volumes of certain types of body fat (VAT, EAT, IMAT) were linked to an increased risk of all-cause mortality, whereas higher bone and skeletal muscle volumes were associated with lower mortality risk.
  • This suggests that CTAC scans hold significant potential for identifying body composition markers that may help predict patient mortality risk beyond their current use.
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Objective: In clinical ultrasound, current 2-D strain imaging faces challenges in quantifying three orthogonal normal strain components. This requires separate image acquisitions based on the pixel-dependent cardiac coordinate system, leading to additional computations and estimation discrepancies due to probe orientation. Most systems lack shear strain information, as displaying all components is challenging to interpret.

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Article Synopsis
  • Inter-frame motion in cardiac PET imaging with rubidium-82 can complicate the accurate quantification of myocardial blood flow (MBF) and the diagnosis of coronary artery diseases due to rapid tracer distribution changes.
  • The proposed TAI-GAN method uses a generative adversarial network to transform early imaging frames, aligning them with the tracer distribution of later frames, which helps overcome limitations of traditional image registration techniques.
  • Evaluations on clinical datasets indicate that TAI-GAN effectively improves the quality of early frames and enhances motion estimation accuracy and MBF quantification when compared to original frames, with the code available for public use.
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Article Synopsis
  • * OSA can lead to both functional and structural issues in the coronary microcirculation, which disrupts the relationship between MBF and the heart's workload.
  • * Early studies indicate that CPAP therapy may enhance MBF and myocardial flow reserve (MFR) in patients with moderate to severe OSA, but more research is needed to fully understand its clinical benefits.
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Peripheral artery disease (PAD) is a highly prevalent disorder with a high risk of mortality and amputation despite the introduction of novel medical and procedural treatments. Microvascular disease (MVD) is common among patients with PAD, and despite the established role as a predictor of amputations and mortality, MVD is not routinely assessed as part of current standard practice. Recent pre-clinical and clinical perfusion and molecular imaging studies have confirmed the important role of MVD in the pathogenesis and outcomes of PAD.

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SPECT systems distinguish radionuclides by using multiple energy windows. For CZT detectors, the energy spectrum has a low energy tail leading to additional crosstalk between the radionuclides. Previous work developed models to correct the scatter and crosstalk for CZT-based dedicated cardiac systems with similar Tc/I tracer distributions.

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Single-Photon Emission Computed Tomography (SPECT) is widely applied for the diagnosis of coronary artery diseases. Low-dose (LD) SPECT aims to minimize radiation exposure but leads to increased image noise. Limited-view (LV) SPECT, such as the latest GE MyoSPECT ES system, enables accelerated scanning and reduces hardware expenses but degrades reconstruction accuracy.

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Heart failure (HF) is a leading cause of morbidity and mortality in the United States and worldwide, with a high associated economic burden. This study aimed to assess whether artificial intelligence models incorporating clinical, stress test, and imaging parameters could predict hospitalization for acute HF exacerbation in patients undergoing SPECT/CT myocardial perfusion imaging. The HF risk prediction model was developed using data from 4,766 patients who underwent SPECT/CT at a single center (internal cohort).

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Peripheral artery disease (PAD) is a common vascular disease that primarily affects the lower limbs and is defined by the constriction or blockage of peripheral arteries and may involve microvascular dysfunction and tissue injury. Patients with diabetes have more prominent disease of microcirculation and develop peripheral neuropathy, autonomic dysfunction, and medial vascular calcification. Early and accurate diagnosis of PAD and disease characterization are essential for personalized management and therapy planning.

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Article Synopsis
  • The study tackles the challenges of inter-frame motion correction in dynamic cardiac PET imaging due to the rapid movement of rubidium-82 (Rb) and varied tracer distribution, particularly during early frames.
  • It introduces a new method called the Temporally and Anatomically Informed Generative Adversarial Network (TAI-GAN) that enhances image registration by transforming early frames to match late reference frames using both temporal and anatomical data.
  • Validation on a clinical Rb PET dataset showed that TAI-GAN improved image quality and increased accuracy in motion estimation and myocardial blood flow quantification compared to using original early frames.
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Article Synopsis
  • The study investigates how the size of the heart affects the accuracy of SPECT myocardial perfusion imaging (MPI) in identifying obstructive coronary artery disease (CAD).
  • Among 2066 patients, it was found that those with a low left ventricular volume had lower diagnostic performance compared to those with larger volumes, particularly affecting older and male patients.
  • The results indicate that smaller heart sizes lead to a significant decrease in the effectiveness of SPECT MPI, highlighting the need for tailored diagnostic approaches based on cardiac size, age, and sex.
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Characterizing left ventricular deformation and strain using 3D+time echocardiography provides useful insights into cardiac function and can be used to detect and localize myocardial injury. To achieve this, it is imperative to obtain accurate motion estimates of the left ventricle. In many strain analysis pipelines, this step is often accompanied by a separate segmentation step; however, recent works have shown both tasks to be highly related and can be complementary when optimized jointly.

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Article Synopsis
  • Myocardial perfusion imaging (MPI) is widely used to diagnose coronary artery disease, but many patients have normal results; this study explores whether machine learning can identify unique patient profiles among those with normal scans and assess their risk of death or myocardial infarction.
  • The research involved a large cohort of over 21,000 patients from an international MPI registry, employing unsupervised clustering to discover four distinct patient phenotypes, revealing differing characteristics and stress testing requirements among them.
  • Findings indicated that one specific cluster of patients (Cluster 4), despite having normal scans, faced a significantly higher risk of serious cardiovascular events, suggesting that identifying these phenotypes could enhance risk assessment and patient management.
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Objective: Although inferior vena cava (IVC) filters are commonly retrieved using a snare, lateral tilt and fibrosis around struts can complicate the procedure and sometimes require the use of off-label devices. We describe the development of a novel articulating endovascular grasper designed to remove permanent and retrievable IVC filters in any configuration.

Methods: For in vitro testing, the IVC filters were anchored to the inner wall of a flexible tube in a centered or tilted configuration.

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An important mechanism for cancer progression is degradation of the extracellular matrix (ECM) which is accompanied by the emergence and proliferation of an activated fibroblast, termed the cancer associated fibroblast (CAF). More specifically, an enzyme pathway identified to be amplified with local cancer progression and proliferation of the CAF, is fibroblast activation protein (FAP). The development and progression of heart failure (HF) irrespective of the etiology is associated with left ventricular (LV) remodeling and changes in ECM structure and function.

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