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1.
Radiol Cardiothorac Imaging ; 6(4): e230338, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39023374

ABSTRACT

Purpose To investigate whether infarct-to-remote myocardial contrast can be optimized by replacing generic fitting algorithms used to obtain native T1 maps with a data-driven machine learning pixel-wise approach in chronic reperfused infarct in a canine model. Materials and Methods A controlled large animal model (24 canines, equal male and female animals) of chronic myocardial infarction with histologic evidence of heterogeneous infarct tissue composition was studied. Unsupervised clustering techniques using self-organizing maps and t-distributed stochastic neighbor embedding were used to analyze and visualize native T1-weighted pixel-intensity patterns. Deep neural network models were trained to map pixel-intensity patterns from native T1-weighted image series to corresponding pixels on late gadolinium enhancement (LGE) images, yielding visually enhanced noncontrast maps, a process referred to as data-driven native mapping (DNM). Pearson correlation coefficients and Bland-Altman analyses were used to compare findings from the DNM approach against standard T1 maps. Results Native T1-weighted images exhibited distinct pixel-intensity patterns between infarcted and remote territories. Granular pattern visualization revealed higher infarct-to-remote cluster separability with LGE labeling as compared with native T1 maps. Apparent contrast-to-noise ratio from DNM (mean, 15.01 ± 2.88 [SD]) was significantly different from native T1 maps (5.64 ± 1.58; P < .001) but similar to LGE contrast-to-noise ratio (15.51 ± 2.43; P = .40). Infarcted areas based on LGE were more strongly correlated with DNM compared with native T1 maps (R2 = 0.71 for native T1 maps vs LGE; R2 = 0.85 for DNM vs LGE; P < .001). Conclusion Native T1-weighted pixels carry information that can be extracted with the proposed DNM approach to maximize image contrast between infarct and remote territories for enhanced visualization of chronic infarct territories. Keywords: Chronic Myocardial Infarction, Cardiac MRI, Data-Driven Native Contrast Mapping Supplemental material is available for this article. © RSNA, 2024.


Subject(s)
Contrast Media , Myocardial Infarction , Animals , Myocardial Infarction/diagnostic imaging , Myocardial Infarction/pathology , Female , Male , Dogs , Disease Models, Animal , Magnetic Resonance Imaging/methods , Chronic Disease , Reproducibility of Results , Algorithms
3.
JACC Cardiovasc Imaging ; 17(7): 795-810, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38613553

ABSTRACT

Microvascular injury immediately following reperfusion therapy in acute myocardial infarction (MI) has emerged as a driving force behind major adverse cardiovascular events in the postinfarction period. Although postmortem investigations and animal models have aided in developing early understanding of microvascular injury following reperfusion, imaging, particularly serial noninvasive imaging, has played a central role in cultivating critical knowledge of progressive damage to the myocardium from the onset of microvascular injury to months and years after in acute MI patients. This review summarizes the pathophysiological features of microvascular injury and downstream consequences, and the contributions noninvasive imaging has imparted in the development of this understanding. It also highlights the interventional trials that aim to mitigate the adverse consequences of microvascular injury based on imaging, identifies potential future directions of investigations to enable improved detection of disease, and demonstrates how imaging stands to play a major role in the development of novel therapies for improved management of acute MI patients.


Subject(s)
Coronary Circulation , Hemorrhage , Microcirculation , Myocardial Infarction , Myocardium , Predictive Value of Tests , Humans , Myocardial Infarction/physiopathology , Myocardial Infarction/diagnostic imaging , Myocardial Infarction/therapy , Myocardial Infarction/complications , Animals , Hemorrhage/diagnostic imaging , Hemorrhage/physiopathology , Hemorrhage/therapy , Hemorrhage/etiology , Myocardium/pathology , Treatment Outcome , Myocardial Reperfusion Injury/physiopathology , Myocardial Reperfusion Injury/diagnostic imaging , Myocardial Reperfusion Injury/etiology , Prognosis , Coronary Vessels/physiopathology , Coronary Vessels/diagnostic imaging , Microvessels/physiopathology , Microvessels/diagnostic imaging , Risk Factors , Myocardial Reperfusion
5.
Magn Reson Med ; 91(5): 1936-1950, 2024 May.
Article in English | MEDLINE | ID: mdl-38174593

ABSTRACT

PURPOSE: Widely used conventional 2D T2 * approaches that are based on breath-held, electrocardiogram (ECG)-gated, multi-gradient-echo sequences are prone to motion artifacts in the presence of incomplete breath holding or arrhythmias, which is common in cardiac patients. To address these limitations, a 3D, non-ECG-gated, free-breathing T2 * technique that enables rapid whole-heart coverage was developed and validated. METHODS: A continuous random Gaussian 3D k-space sampling was implemented using a low-rank tensor framework for motion-resolved 3D T2 * imaging. This approach was tested in healthy human volunteers and in swine before and after intravenous administration of ferumoxytol. RESULTS: Spatial-resolution matched T2 * images were acquired with 2-3-fold reduction in scan time using the proposed T2 * mapping approach relative to conventional T2 * mapping. Compared with the conventional approach, T2 * images acquired with the proposed method demonstrated reduced off-resonance and flow artifacts, leading to higher image quality and lower coefficient of variation in T2 *-weighted images of the myocardium of swine and humans. Mean myocardial T2 * values determined using the proposed and conventional approaches were highly correlated and showed minimal bias. CONCLUSION: The proposed non-ECG-gated, free-breathing, 3D T2 * imaging approach can be performed within 5 min or less. It can overcome critical image artifacts from undesirable cardiac and respiratory motion and bulk off-resonance shifts at the heart-lung interface. The proposed approach is expected to facilitate faster and improved cardiac T2 * mapping in those with limited breath-holding capacity or arrhythmias.


Subject(s)
Heart , Myocardium , Humans , Animals , Swine , Heart/diagnostic imaging , Respiration , Breath Holding , Magnetic Resonance Imaging, Cine/methods , Magnetic Resonance Imaging , Imaging, Three-Dimensional/methods
6.
Can J Cardiol ; 40(1): 1-14, 2024 01.
Article in English | MEDLINE | ID: mdl-37906238

ABSTRACT

Myocardial infarction (MI) remains a leading cause of morbidity and mortality. In atherothrombotic MI (ST-elevation MI and type 1 non-ST-elevation MI), coronary artery occlusion leads to ischemia. Subsequent cardiomyocyte necrosis evolves over time as a wavefront within the territory at risk. The spectrum of ischemia and reperfusion injury is wide: it can be minimal in aborted MI or myocardial necrosis can be large and complicated by microvascular obstruction and reperfusion hemorrhage. Established risk scores and infarct classifications help with patient management but do not consider tissue injury characteristics. This document outlines the Canadian Cardiovascular Society classification of acute MI. It is an expert consensus formed on the basis of decades of data on atherothrombotic MI with reperfusion therapy. Four stages of progressively worsening myocardial tissue injury are identified: (1) aborted MI (no/minimal myocardial necrosis); (2) MI with significant cardiomyocyte necrosis, but without microvascular injury; (3) cardiomyocyte necrosis and microvascular dysfunction leading to microvascular obstruction (ie, "no-reflow"); and (4) cardiomyocyte and microvascular necrosis leading to reperfusion hemorrhage. Each stage reflects progression of tissue pathology of myocardial ischemia and reperfusion injury from the previous stage. Clinical studies have shown worse remodeling and increase in adverse clinical outcomes with progressive injury. Notably, microvascular injury is of particular importance, with the most severe form (hemorrhagic MI) leading to infarct expansion and risk of mechanical complications. This classification has the potential to stratify risk in MI patients and lay the groundwork for development of new, injury stage-specific and tissue pathology-based therapies for MI.


Subject(s)
Myocardial Infarction , Reperfusion Injury , Humans , Canada/epidemiology , Myocardial Infarction/complications , Myocardial Infarction/diagnosis , Necrosis/complications , Reperfusion Injury/complications , Hemorrhage/etiology
8.
Cell Stress ; 7(2): 7-11, 2023 Feb.
Article in English | MEDLINE | ID: mdl-37063618

ABSTRACT

Myocardial infarction (MI), the blockage of arterial blood supply of the heart, is among the most common causes of death worldwide. Even when patients receive immediate treatment by re-opening blocked arteries, they often develop chronic heart failure (CHF) in the aftermath of MI events. Yet, the factors that contribute to the development of MI-associated CHF are poorly understood. In our recent study (Nat Commun 13:6394), we link intramyocardial hemorrhage, an injury which can occur during reperfusion of areas affected by MI, to an increased risk of CHF. Mechanistically, our data suggest that an iron-induced adverse cascade of events after hemorrhagic MI drives fatty degeneration of infarcted tissue, which ultimately contributes to negative cardiac remodeling. In this Microreview, we discuss the implications of our findings regarding the molecular mechanism, more targeted treatment options as well as perspectives in the clinical care of CHF after hemorrhagic MI.

9.
Nat Commun ; 13(1): 6394, 2022 10 27.
Article in English | MEDLINE | ID: mdl-36302906

ABSTRACT

Sudden blockage of arteries supplying the heart muscle contributes to millions of heart attacks (myocardial infarction, MI) around the world. Although re-opening these arteries (reperfusion) saves MI patients from immediate death, approximately 50% of these patients go on to develop chronic heart failure (CHF) and die within a 5-year period; however, why some patients accelerate towards CHF while others do not remains unclear. Here we show, using large animal models of reperfused MI, that intramyocardial hemorrhage - the most damaging form of reperfusion injury (evident in nearly 40% of reperfused ST-elevation MI patients) - drives delayed infarct healing and is centrally responsible for continuous fatty degeneration of the infarcted myocardium contributing to adverse remodeling of the heart. Specifically, we show that the fatty degeneration of the hemorrhagic MI zone stems from iron-induced macrophage activation, lipid peroxidation, foam cell formation, ceroid production, foam cell apoptosis and iron recycling. We also demonstrate that timely reduction of iron within the hemorrhagic MI zone reduces fatty infiltration and directs the heart towards favorable remodeling. Collectively, our findings elucidate why some, but not all, MIs are destined to CHF and help define a potential therapeutic strategy to mitigate post-MI CHF independent of MI size.


Subject(s)
Heart Failure , Myocardial Infarction , Animals , Myocardium , Myocardial Infarction/complications , Myocardial Infarction/therapy , Hemorrhage , Heart , Heart Failure/etiology , Iron , Ventricular Remodeling , Disease Models, Animal
10.
Indian J Radiol Imaging ; 31(3): 748-750, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34790329

ABSTRACT

Unruptured aneurysm of sinus of Valsalva is an asymptomatic pathology and diagnosed incidentally. This extremely rare anomaly can be associated with other congenital cardiac anomalies which can make the diagnosis and prognosis even more complex. We are reporting a case of a 12-year-old boy with progressive dyspnea and episodes of syncope. Multimodality imaging confirmed the diagnosis and paved the way for appropriate surgical treatment options.

11.
J Infect Dis ; 207(3): 501-10, 2013 Feb 01.
Article in English | MEDLINE | ID: mdl-22949306

ABSTRACT

BACKGROUND: Protein energy malnutrition (PEM), a common cause of secondary immune deficiency in children, is associated with an increased risk of infections. Very few studies have addressed the relevance of PEM as a risk factor for influenza. METHODS: We investigated the influence of PEM on susceptibility to, and immune responses following, influenza virus infection using isocaloric diets providing either adequate protein (AP; 18%) or very low protein (VLP; 2%) in a mouse model. RESULTS: We found that mice maintained on the VLP diet, when compared to mice fed with the AP diet, exhibited more severe disease following influenza infection based on virus persistence, trafficking of inflammatory cell types to the lung tissue, and virus-induced mortality. Furthermore, groups of mice maintained on the VLP diet showed significantly lower virus-specific antibody response and a reduction in influenza nuclear protein-specific CD8(+) T cells compared with mice fed on the AP diet. Importantly, switching diets for the group maintained on the VLP diet to the AP diet improved virus clearance, as well as protective immunity to viral challenge. CONCLUSIONS: Our results highlight the impact of protein energy on immunity to influenza infection and suggest that balanced protein energy replenishment may be one strategy to boost immunity against influenza viral infections.


Subject(s)
Disease Susceptibility/immunology , Orthomyxoviridae Infections/complications , Orthomyxoviridae Infections/immunology , Protein-Energy Malnutrition/complications , Animals , Antibodies, Viral/immunology , Antibody Specificity/immunology , CD8-Positive T-Lymphocytes/immunology , Diet, Protein-Restricted , Disease Models, Animal , Female , Influenza A Virus, H1N1 Subtype/immunology , Lung/immunology , Lung/pathology , Lung/virology , Mice , Orthomyxoviridae Infections/mortality
12.
Viral Immunol ; 24(2): 89-99, 2011 Apr.
Article in English | MEDLINE | ID: mdl-21449719

ABSTRACT

To better understand the early virus-host interactions of the pandemic 2009 A(H1N1) viruses in humans, we examined early host responses following infection of human epithelial cell cultures with three 2009 A(H1N1) viruses (A/California/08/2009, A/Mexico/4108/2009, and A/Texas/15/2009), or a seasonal H1N1 vaccine strain (A/Solomon Islands/3/2006). We report here that infection with pandemic A/California/08/2009 and A/Mexico/4108/2009 viruses resulted in differences in virus infectivity compared to either pandemic A/Texas/15/2009 or the seasonal H1N1 vaccine strain. In addition, IFN-ß levels were decreased in cell cultures infected with either the A/California/08/2009 or the A/Mexico/4108/2009 virus. Furthermore, infection with A/California/08/2009 and A/Mexico/4108/2009 viruses resulted in lower expression of four key proinflammatory markers (IL-6, RANTES, IP-10, and MIP-1ß) compared with infection with either A/Texas/15/2009 or A/Solomon Islands/3/2006. Taken together, our results demonstrate that 2009 A(H1N1) viruses isolated during the Spring wave induced varying degrees of early host antiviral and inflammatory responses in human respiratory epithelial cells, highlighting the strain-specific nature of these responses, which play a role in clinical disease.


Subject(s)
Epithelial Cells/virology , Host-Pathogen Interactions , Influenza A Virus, H1N1 Subtype/isolation & purification , Influenza A Virus, H1N1 Subtype/pathogenicity , Cells, Cultured , Cytokines/biosynthesis , Gene Expression Profiling , Humans , Influenza A Virus, H1N1 Subtype/growth & development , Influenza A Virus, H1N1 Subtype/immunology , Influenza, Human/virology , Virulence
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