08:15 | 1171.
| Cardiac Magnetic Resonance Cine Images derived-Radiomics for the Prediction of Event Free Survival in Patients with Acute Myocardial Infarction Xin A1, Ying Zhang2, and Yundai Chen3 1Department of Cardiology, Chinese PLA General Hospital, Beijing, China, 2Chinese PLA General Hospital, Beijing, China, 3Chinese PLA General Hospital, beijing, China Keywords: Myocardium, Cardiovascular Motivation: Prognostic value of radiomic features extracted from CMR cine image remains to be investigated. Goal(s): To evaluate the prognostic value of radiomic features derived from cine images in patients with ST-segment elevation myocardial infarction (STEMI). Approach: Radiomic features were extracted from CMR cine images on STEMI patients, and LASSO -Cox regression used to select predictive features for MACE. Cox regression was applied to build models. Results: RAD score provided an incremental prognostic value above baseline clinical factors and LVEF (C-index 0.78 vs 0.69; p=0.002) and outperformed the addition of CMR markers of infarct injury (C-index: 0.78 vs 0.69, p<0.001). Impact: Radiomic features provide
incremental prognostic value to clinical and infarct size in the prediction of MACE,
which would promote the development of the prognostic assessment with non-contrast
enhanced CMR. |
08:27 | 1172.
| Phase-Specific Spatiotemporal Fractal Analysis and Radiomics of Free-breathing Stress Myocardial Perfusion Changyu Sun1,2, Senthil Kumar3, and Talissa Altes2 1Chemical and Biomedical Engineering, University of Missouri Columbia, Columbia, MO, United States, 2Radiology, University of Missouri Columbia, Columbia, MO, United States, 3Medicine-Cardiology, University of Missouri Columbia, Columbia, MO, United States Keywords: Myocardium, Perfusion Motivation: This research advances quantitative analysis of myocardial perfusion MRI, potentially enhancing the precision of coronary microvascular disease diagnosis. Goal(s): To establish a novel spatiotemporal radiomics and fractal analysis approach, assessing myocardial perfusion patterns and complexity throughout all temporal frames of stress MRI. Approach: Employing free-breathing stress myocardial perfusion MRI, we utilized a comprehensive pixel-by-pixel spatiotemporal feature extraction, alongside phase-specific analysis, to derive global and segmental perfusion insights. Results: Preliminary results indicate our method's efficacy in motion correction and feature extraction, offering a new quantitative perspective on myocardial perfusion, potentially relevant for CMD assessment. Impact: The study introduces a framework that quantitatively captures myocardial perfusion patterns, potentially paving the way for enhanced diagnostic methods in coronary microvascular disease and facilitating a more precise approach to patient assessment. |
08:39 | 1173.
| High Multiband Factor Highly Accelerated Whole Heart SMILE Perfusion Shen Zhao1, Junyu Wang1, and Michael Salerno1 1Cardiovascular Medicine, Stanford University, Stanford, CA, United States Keywords: Myocardium, Perfusion, SMS, CAIPIRINHA Motivation: Clinical cardiac perfusion captures a limited number of slices sequentially within each heartbeat, causing incomplete left ventricle coverage and potential quantification variability due to different cardiac phases. Goal(s): To image multiple slices simultaneously thereby reducing quantification variability and improve heart coverage. Approach: We apply highly accelerated Simultaneous Multi-slice Imaging via Linear phase modulated Extended field of view (SMILE) acquisition and reconstruction framework to cardiac perfusion. Results: With a high multiband factor and accelerated rate, SMILE perfusion achieve whole heart coverage and allows for more slices to be in the same cardiac phase. Retrospective and prospective experiments validated its good quality. Impact: The proposed methods can significantly
enhance the heart coverage of clinical cardiac perfusion and potentially benefit reducing
variability in quantitative perfusion assessment. |
08:51 | 1174.
| Quantification of Cyclical Changes in Myocardial Blood Volume Using a Hybrid 3D/2D Sequence with Ferumoxytol-enhanced MRI Hazar Benan Unal1, Shahriar Zeynali1, Rohan Dharmakumar2, and Behzad Sharif1 1Laboratory for Translational Imaging of Microcirculation, Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN, United States, 2Krannert Cardiovascular Research Center, Indiana University School of Medicine, Indianapolis, IN, United States Keywords: Myocardium, Pulse Sequence Design, myocardial blood volume, ferumoxytol Motivation: Intramyocardial blood volume (iMBV) variations during cardiac cycle can be an important marker for detecting ischemic heart disease. However, quantifying the change in iMBV from diastole to systole under MRI has challenges such as through-plane motion or in-flow of unsaturated spins. Goal(s): Our goal is to perform accurate quantification of iMBV variations from diastole to systole. Approach: We developed a novel hybrid 3D/2D pulse sequence with continuous golden-angle radial acquisition to suppress the confounding factors for distinguishing diastolic and systolic iMBV. Results: Our approach successfully showed that cyclic variations in iMBV can be correctly quantified under ferumoxytol-enhanced MRI. Impact: We introduced, for the first time, an approach to
quantify cyclic systolic and diastolic intramyocardial blood volume variations
at rest on a clinical scanner with ferumoxytol-enhanced imaging. Our method has
the potential to be used for detecting ischemic heart disease |
09:03 | 1175.
| Multi-Contrast 3D Whole-Heart MRI for Intramyocardial Hemorrhage Stage Assessment in Patients with Myocardial Infarction Xin Liu1, An Jing2, Chen Zhang3, Karl-Philipp Kunze4, Radhouene Neji5, René M Botnar5,6, Claudia Prieto5,6, and Qi Yang7 1Beijing Chaoyang Hosipital, Beijing, China, 2Siemens Shenzhen Magnetic Resonance Ltd., Shenzhen, Shenzhen, China, 3China MR Scientific Marketing, Siemens Healthineers, Beijing, China, Beijing, China, 4MR Research Collaborations, Siemens Healthcare Limited, Camberley, UK, Camberley, United Kingdom, 5School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, London, United Kingdom, 6School of Engineering, Pontificia Universidad Católica de Chile, Santiago, Chile, 7Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, No. 8 Gongti 13 South Road, Chaoyang District, Beijing 100020, China, Beijing, China Keywords: Myocardium, Cardiovascular Motivation: Intramyocardial hemorrhage (IMH) staging can serve as a valuable reference point when exploring treatment options for this condition, but methodsfor detecting IMH staging has not been fully examined. Goal(s): This study investigated whether BOOST, a novel iNAV-based free-breathing, multi-contrast 3D whole-heart MRI sequence could detect and stage IMH. Approach: The efficacy of BOOST in diagnosing and staging IMH were compared with the performances of conventional T2* sequences. Results: BOOST, used for IMH detection at 3T, demonstrates superior sensitivity and specificity, along with good quantitative consistency, relative to T2* alone. Additionally, BOOST has substantial potential for IMH staging. Impact: The BOOST sequence
can be used for future IMH staging, which will facilitate
precise multi-dimensional IMH assessment, ultimately enabling accurate and
targeted IMH treatment. |
09:15 | 1176.
| Single-click joint bright- and black-blood late gadolinium enhancement and T1-rho mapping for improved myocardial scar imaging Victor de Villedon de Naide1,2, Matthias Stuber1,3,4, Jana Huiyue Zhang3, Manuel Villegas-Martinez1,2, Nina Brillet1, Kalvin Narceau1, Pauline Gut1,3, Victor Nogues1, Ilyes Benlala1,2, Hubert Cochet1,2, and Aurélien Bustin1,2,3 1IHU LIRYC, Electrophysiology and Heart Modeling Institute, Université de Bordeaux - INSERM, Centre de Recherche Cardio-Thoracique de Bordeaux, U1045, Avenue du Haut Lévêque, Bordeaux, France, 2Department of Cardiovascular Imaging, Hôpital Cardiologique du Haut-Lévêque, CHU de Bordeaux, Bordeaux, France, 3Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland, 4CIBM Center for Biomedical Imaging, Lausanne, Switzerland Keywords: Myocardium, Quantitative Imaging, Tissue characterization, myocardial infarction, black-blood imaging Motivation: Bright-blood sequences are used to retrieve information about cardiac anatomy and function, while black-blood sequences have been exploited for focal scar detection. Moreover, contrast agent-free T1-rho (T1ρ) mapping has shown promise for scar quantification, particularly of diffuse nature. Goal(s): We propose SPOT1ρ, a single-click joint bright-blood, black-blood, and T1ρ mapping sequence providing improved scar localization, detection, and quantification. Approach: The proposed SPOT1ρ was compared to reference sequences in phantom and patients (three myocardial infarctions, one cardiac amyloidosis and one healthy control). Results: Excellent correlation was observed between SPOT1ρ and reference T1ρ values, along with co-registered bright- and black-blood images in phantom and patients. Impact: The proposed single-click SPOT1ρ permits easier and faster planning for MR technicians, more comfort for the patient, promoted by fewer breath-holds, and a simplified interpretation for the radiologists, through co-registered, qualitative, and quantitative images. |
09:27 | 1177.
| 3D Isotropic Wideband LGE for Supporting Ventricular Tachycardia Ablation in Patients with an Implantable Cardioverter Defibrillator KyungPyo Hong1, Daniel C Lee1, Roberto Sarnari1, Ryan Avery1, Jeremy Collins2, Amit Patel3, Mirmilad Khoshknab4, Saman Nazarian4, Albert Lin1, Bradley Knight1, and Daniel Kim1 1Northwestern University Feinberg School of Medicine, Chicago, IL, United States, 2Mayo Clinic, Chicago, IL, United States, 3University of Virginia, Charlottesville, VA, United States, 4Hospital of the University of Pennsylvania, Philadelphia, PA, United States Keywords: Arrhythmia, Tissue Characterization, ventricular tachycardia, catheter ablation Motivation: Catheter ablation is clinically indicated for targeting re-entrant ventricular tachycardia (VT) in patients with an implantable cardioverter defibrillator (ICD), but its 1-year VT recurrence rate is high. We hypothesize that 3D wideband LGE is useful for guiding VT ablation. Goal(s): To determine whether 3D wideband LGE correlates with electroanatomic mapping (EAM) in ICD patients. Approach: To develop a 3D isotropic wideband LGE pulse sequence and validate it against EAM in ICD patients. Results: While myocardial scars and gray-zones in LGE correlated with the low voltage areas (<1.5 mV) in EAM, mid-myocardial non-ischemic scars was not correlated between LGE and EAM. Impact: High-resolution 3D isotropic wideband
LGE has potential to increase the success rate of catheter ablation for re-entrant
ventricular tachycardia in patients with an implantable cardioverter
defibrillation, as well as decrease the procedural time by providing a roadmap
prior to ablation. |
09:39 | 1178.
| Association Between Epicardial Adipose Tissue volume and Microvascular Obstruction in Patients with STEMI Dan Mu1, Jinxuan Zhao2, Hongming Yu1, Jing Liang1, Biao Xu2, Xiance Zhao3, Xiuzheng Yue4, Zhongping Zhang3, and Bing Zhang1 1Department of Radiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China, Nanjing, China, 2Department of Cardiology, Nanjing Drum Tower Hospital, Affiliated Hospital of Medical School, Nanjing University, Nanjing, China, Nanjing, China, 3Philips Healthcare, Shanghai, China, 4Philips Healthcare, Beijing, China Keywords: Inflammation, Infiltration, Cardiovascular, CMR Motivation: Microvascular obstruction (MVO) after primary percutaneous coronary intervention (pPCI) is identifed as an independent risk factor for poor prognosis in patients with acute myocardial infarction (AMI). However, the clinical implications of Epicardial adipose tissue (EAT) in microvascular obstruction formation in patients with ST-segment elevation myocardial infarction (STEMI) remain unclear. Goal(s): This study aimed to evaluate the correlation between EAT and MVO volume detected by CMR in STEMI patients. Approach: Cardiac magnetic resonance (CMR) has emerged as the gold standard technique to detect the extent of MVO and evaluate EAT volume. Results: Left atrioventricular EAT mass index is an independent predictor of MVO. Impact: Measurement of EAT using CMR could be used for
risk stratification and may be a promising target in developing new therapies
to reduce myocardial reperfusion injury in patients with STEMI. |
09:51 | 1179.
| Accelerated Method for Joint Fatty Acid Composition and T1 (FACT) Mapping of Epicardial Adipose Tissue in Mice at 9.4 T Julia E. Bresticker1, John T. Echols1, and Frederick H. Epstein1 1Biomedical Engineering, University of Virginia, Charlottesville, VA, United States Keywords: Heart Failure, Fat, T1 Mapping Motivation: Proinflammatory epicardial adipose tissue (EAT) contributes to heart failure (HF). MRI fatty acid composition (FAC) and T1 of EAT may distinguish proinflammatory vs. healthy EAT. Applying separate FAC and T1 mapping sequences is time consuming, motivating the development of accelerated methods. Goal(s): Our goal was to create an accelerated joint EAT FAC and T1-mapping method (FACT) for use in mice at 9.4 T. Approach: An inversion-recovery multi-echo sequence and model-based mapping method was developed with acceleration along orthogonal time dimensions. Results: Results demonstrate feasibility of the FACT method with approximately rate 12 acceleration. Impact: The FACT method efficiently and accurately determines both EAT fat composition and T1 and could be used in-vivo to investigate mechanisms and efficacy of novel therapies targeting proinflammatory EAT in the context of metabolic heart disease. |
10:03 | 1180.
| Protective Effects of High-Altitude Hypobaric Hypoxia on Myocardial Infarction: A 7.0T Cardiovascular Magnetic Resonance Study in a Rat Model Xin Fang1 and Fabao Gao1 1West China Hospital of Sichuan University, Chengdu, China Keywords: Heart Failure, Cardiovascular Motivation: The impact of high-altitude hypobaric hypoxia on myocardial infarction cardioprotection is a subject of ongoing research in cardiovascular studies. Goal(s): We aimed to assess the potential protective effects of high-altitude hypobaric hypoxia in a rat model of MI using 7.0T CMR strain analysis. Approach: We used rats model and transporting some rats to an elevation of 4,250 meters, while control rats remained at 500 meters. Then surgically induced myocardial infarctions in the rats at each elevation. Results: The finding was that rats with MI living at high altitude had significantly better preservation of heart function compared to control rats living at 500 meters. Impact: The
outcomes of this study hold significance for the management of patients at risk
of MI, particularly those residing in high-altitude environments or
experiencing hypobaric hypoxia. Identifying the cardioprotective effects may
result in the development of new therapeutic strategies. |