Person: Mekkaoui, Choukri
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Publication Fiber Architecture in Remodeled Myocardium Revealed with a Quantitative Diffusion CMR Tractography Framework and Histological Validation
(BioMed Central, 2012) Huang, Shuning; Thiagalingam, Aravinda; Jackowski, Marcel P; Mekkaoui, Choukri; Chen, Howard; Dai, Guangping; Reese, Timothy; Kostis, William J; Maurovich-Horvat, Pal; Ruskin, Jeremy; Hoffman, Udo; Sosnovik, DavidBackground: The study of myofiber reorganization in the remote zone after myocardial infarction has been performed in 2D. Microstructural reorganization in remodeled hearts, however, can only be fully appreciated by considering myofibers as continuous 3D entities. The aim of this study was therefore to develop a technique for quantitative 3D diffusion CMR tractography of the heart, and to apply this method to quantify fiber architecture in the remote zone of remodeled hearts. Methods: Diffusion Tensor CMR of normal human, sheep, and rat hearts, as well as infarcted sheep hearts was performed ex vivo. Fiber tracts were generated with a fourth-order Runge-Kutta integration technique and classified statistically by the median, mean, maximum, or minimum helix angle (HA) along the tract. An index of tract coherence was derived from the relationship between these HA statistics. Histological validation was performed using phase-contrast microscopy. Results: In normal hearts, the subendocardial and subepicardial myofibers had a positive and negative HA, respectively, forming a symmetric distribution around the midmyocardium. However, in the remote zone of the infarcted hearts, a significant positive shift in HA was observed. The ratio between negative and positive HA variance was reduced from 0.96 ± 0.16 in normal hearts to 0.22 ± 0.08 in the remote zone of the remodeled hearts (p<0.05). This was confirmed histologically by the reduction of HA in the subepicardium from −52.03° ± 2.94° in normal hearts to −37.48° ± 4.05° in the remote zone of the remodeled hearts (p < 0.05). Conclusions: A significant reorganization of the 3D fiber continuum is observed in the remote zone of remodeled hearts. The positive (rightward) shift in HA in the remote zone is greatest in the subepicardium, but involves all layers of the myocardium. Tractography-based quantification, performed here for the first time in remodeled hearts, may provide a framework for assessing regional changes in the left ventricle following infarction.
Publication Improving the accuracy of multi breath-hold diffusion tensor MRI tractography of the heart using dynamic motioncorrection
(BioMed Central, 2013) Mekkaoui, Choukri; Nielles-Vallespin, Sonia; Jackowski, Marcel P; Gatehouse, Peter D; Pennell, Dudley J; Firmin, David N; Sosnovik, DavidPublication Myocardial infarct delineation in vivo using diffusion tensor MRI and the tractographic propagation angle
(BioMed Central, 2013) Mekkaoui, Choukri; Huang, Shuning; Dai, Guangping; Reese, Timothy; Ruskin, Jeremy; Hoffmann, Udo; Jackowski, Marcel P; Sosnovik, DavidPublication Left Ventricular Remodeling Following Myocardial Infarction Revealed with a Quantitative Diffusion MRI Tractography Framework
(BioMed Central, 2012) Mekkaoui, Choukri; Huang, Shuning; Dai, Guangping; Reese, Timothy; Thiagalingam, Aravinda; Maurovich-Horvat, Pal; Ruskin, Jeremy; Hoffmann, Udo; Jackowski, Marcel P; Sosnovik, DavidA cardiac-tailored framework for 3D Diffusion Tensor MRI tractography is developed and used to characterize myofiber architecture in normal and remodeled myocardium. We show that myofibers in the subepicardium of the remote infarct zone become less oblique (more circumferential) as the heart dilates and remodels. This fiber realignment may play an important role in the loss of contractile function in the remote zone over time.
Publication Diffusion MRI Tractography of the Human Heart (In) (Vivo) at End-Diastole and End-Systole
(BioMed Central, 2012) Mekkaoui, Choukri; Nielles-Vallespin, Sonia; Gatehouse, Peter D; Jackowski, Marcel P; Firmin, David N; Sosnovik, DavidDiffusion Tensor MRI (DTI) of the human heart (in) (vivo) has to date been performed in 2D and at a single phase of the cardiac cycle. Here we perform 3D tractography of the human heart (in) (vivo) at both end diastole and end systole. We show that fiber orientation in the subepicardium becomes more oblique during systole, and that scalar indices of diffusion (mean diffusivity and fractional anisotropy) decrease during systole. Our data suggest that myocardial fiber architecture is dynamic and is a function of both chamber geometry and myocardial contraction.
Publication Diffusion MRI Tractography of the Developing Human Fetal Heart
(Public Library of Science, 2013) Mekkaoui, Choukri; Porayette, Prashob; Jackowski, Marcel P.; Kostis, William J; Dai, Guangping; Sanders, Stephen; Sosnovik, DavidObjective: Human myocardium has a complex and anisotropic 3D fiber pattern. It remains unknown, however, when in fetal life this anisotropic pattern develops and whether the human heart is structurally fully mature at birth. We aimed here to use diffusion tensor MRI (DTI) tractography to characterize the evolution of fiber architecture in the developing human fetal heart. Methods: Human fetal hearts (n = 5) between 10–19 weeks of gestation were studied. The heart from a 6-day old neonate and an adult human heart served as controls. The degree of myocardial anisotropy was measured by calculating the fractional anisotropy (FA) index. In addition, fiber tracts were created by numerically integrating the primary eigenvector field in the heart into coherent streamlines. Results: At 10–14 weeks the fetal hearts were highly isotropic and few tracts could be resolved. Between 14–19 weeks the anisotropy seen in the adult heart began to develop. Coherent fiber tracts were well resolved by 19 weeks. The 19-week myocardium, however, remained weakly anisotropic with a low FA and no discernable sheet structure. Conclusions: The human fetal heart remains highly isotropic until 14–19 weeks, at which time cardiomyocytes self-align into coherent tracts. This process lags 2–3 months behind the onset of cardiac contraction, which may be a prerequisite for cardiomyocyte maturation and alignment. No evidence of a connective tissue scaffold guiding this process could be identified by DTI. Maturation of the heart’s sheet structure occurs late in gestation and evolves further after birth.
Publication Dual-Phase Cardiac Diffusion Tensor Imaging with Strain Correction
(Public Library of Science, 2014) Stoeck, Christian T.; Kalinowska, Aleksandra; von Deuster, Constantin; Harmer, Jack; Chan, Rachel W.; Niemann, Markus; Manka, Robert; Atkinson, David; Sosnovik, David; Mekkaoui, Choukri; Kozerke, SebastianPurpose In this work we present a dual-phase diffusion tensor imaging (DTI) technique that incorporates a correction scheme for the cardiac material strain, based on 3D myocardial tagging. Methods: In vivo dual-phase cardiac DTI with a stimulated echo approach and 3D tagging was performed in 10 healthy volunteers. The time course of material strain was estimated from the tagging data and used to correct for strain effects in the diffusion weighted acquisition. Mean diffusivity, fractional anisotropy, helix, transverse and sheet angles were calculated and compared between systole and diastole, with and without strain correction. Data acquired at the systolic sweet spot, where the effects of strain are eliminated, served as a reference. Results: The impact of strain correction on helix angle was small. However, large differences were observed in the transverse and sheet angle values, with and without strain correction. The standard deviation of systolic transverse angles was significantly reduced from 35.9±3.9° to 27.8°±3.5° (p<0.001) upon strain-correction indicating more coherent fiber tracks after correction. Myocyte aggregate structure was aligned more longitudinally in systole compared to diastole as reflected by an increased transmural range of helix angles (71.8°±3.9° systole vs. 55.6°±5.6°, p<0.001 diastole). While diastolic sheet angle histograms had dominant counts at high sheet angle values, systolic histograms showed lower sheet angle values indicating a reorientation of myocyte sheets during contraction. Conclusion: An approach for dual-phase cardiac DTI with correction for material strain has been successfully implemented. This technique allows assessing dynamic changes in myofiber architecture between systole and diastole, and emphasizes the need for strain correction when sheet architecture in the heart is imaged with a stimulated echo approach.
Publication In vivo fiber tractography of the right and left ventricles using diffusion tensor MRI of the entire human heart
(BioMed Central, 2014) Mekkaoui, Choukri; Reese, Timothy; Jackowski, Marcel P; Bhat, Himanshu; Kostis, William J; Sosnovik, DavidPublication Correlation of DTI tractography with electroanatomic mapping in normal and infarcted myocardium
(BioMed Central, 2014) Mekkaoui, Choukri; Jackowski, Marcel P; Thiagalingam, Aravinda; Kostis, William J; Nielles-Vallespin, Sonia; Firmin, David; Bhat, Himanshu; Ruskin, Jeremy; Reese, Timothy; Sosnovik, DavidPublication Diffusion MRI in the heart
(John Wiley and Sons Inc., 2015) Mekkaoui, Choukri; Reese, Timothy; Jackowski, Marcel P.; Bhat, Himanshu; Sosnovik, DavidDiffusion MRI provides unique information on the structure, organization, and integrity of the myocardium without the need for exogenous contrast agents. Diffusion MRI in the heart, however, has proven technically challenging because of the intrinsic non‐rigid deformation during the cardiac cycle, displacement of the myocardium due to respiratory motion, signal inhomogeneity within the thorax, and short transverse relaxation times. Recently developed accelerated diffusion‐weighted MR acquisition sequences combined with advanced post‐processing techniques have improved the accuracy and efficiency of diffusion MRI in the myocardium. In this review, we describe the solutions and approaches that have been developed to enable diffusion MRI of the heart in vivo, including a dual‐gated stimulated echo approach, a velocity‐ (M 1) or an acceleration‐ (M 2) compensated pulsed gradient spin echo approach, and the use of principal component analysis filtering. The structure of the myocardium and the application of these techniques in ischemic heart disease are also briefly reviewed. The advent of clinical MR systems with stronger gradients will likely facilitate the translation of cardiac diffusion MRI into clinical use. The addition of diffusion MRI to the well‐established set of cardiovascular imaging techniques should lead to new and complementary approaches for the diagnosis and evaluation of patients with heart disease. © 2015 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd.