| Summary of Research | |||||
| My main research interests are in the interaction of cardiac mechanics and electrophysiology. It is clear that tight control exists between electrical and mechanical activity in the heart. This involves both feed-forward links of electrical excitation and mechanical contraction (‘excitation-contraction coupling’), as well as feed-back from the mechanical environment to the origin and spread of excitation (‘mechano-electric feedback’). This forms an intra-cardiac electro-mechanical regulatory loop (‘mechano-electric coupling’), essential for normal cardiac function and (auto-)regulation of the heartbeat, which can be observed at all levels of cardiac structural and functional integration, from (sub-)cellular and tissue levels, to whole organ and patients. However, altered myocardial strain or stress, associated with many cardiac pathologies, can contribute to electrophysiological changes responsible for deadly cardiac arrhythmias. There is also growing evidence that manipulation of the heart’s mechanical environment can have beneficial effects. A better understanding of the underlying physiological role and importance of mechano-electric coupling has the potential to lead to new life saving interventions. The most exciting and revolutionary research is performed by teams from various disciplines, with different scientific backgrounds and methodological perspectives, focused on the integration of insight at various levels of functional and structural complexity, and I regard this integrative approach as the way to truly advance our understanding of complex physiological systems and pathologies. My research strives to build a foundation in both clinical and basic science research, crossing traditional boundaries between fields and levels of investigation by utilising a multi-scale and multi-modal approach, supported by engineering-based experimental techniques in combination with computational modeling. For more detailed descriptions of current and past projects, please see the sections below: | |||||
| - Current Projects | |||||
| - Student Projects | |||||
| - Collaborative Projects | |||||
| - Recent Projects | |||||
| Current Projects | |||||
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Integrated Experimental and Computational Research Tools for the Study of Acute Ischaemic Effects on Cardiac Mechano-Electrical Interactions | ||||
| Role: Postdoctoral Fellow | |||||
| Funding: Postdoctoral Fellowship, Engineering and Physical Science Research Council (EPSRC), UK | |||||
| Presented at Heart Rhythm Society’s 32nd Annual Scientific Sessions: Poster | |||||
| Presented at the Gordon Research Conference - Cardiac Arrhythmia Mechanisms 2011: Poster | |||||
This project is investigating the effects of ischemia on cardiac mechano-electrical feedback and its role in sustained cardiac arrhythmias. Experimentally, we apply controlled, non-traumatic local deformation, while monitoring the electrical responses using voltage- and ion-sensitive optical mapping and surface electrocardiogram, during both acute ischaemia and in control, and with and without pharmacological modulation of stretch activated channel activity. Results are combined computationally, using anatomically-based representations of the rabbit ventricle. Thus far, we have shown that local mechanically-induced excitation is the initiator of electrophysiological responses with local deformation and that the spatio-temporal nature of applied strain is critical to outcome. Specifically, strain in diastole causes focal activation from the site of stimulation and ectopic excitation of the ventricles. Strain during repolarisation causes focal excitation followed by ventricular fibrillation if applied during the early T-wave of the electrocardiogram (vulnerable window), when there is spatio-temporal overlap of the repolarisation wave-front and mechanically stimulated tissue (creating an ectopic focus and region of functional block). This supports previous computational predictions of the mechanism for re-entry. Furthermore, preliminary results show that block of cation non-selective stretch-activated channels with Grammostola spatulata mechanotoxin-4 (GsMTx-4) can eliminate the observed ectopy.Furthermore, preliminary results show that block of cation non-selective stretch-activated channels with Grammostola spatulata mechanotoxin-4 (GsMTx-4) can eliminate the observed ectopy. With the continuation of these studies, we hope to elucidate causally-linked events involved in mechanically-induced changes in cardiac rhythm important in pathophysiological states, while linking whole organ and sub-cellular mechanisms. |
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| Impact-induced excitation in an isolated rabbit heart | Impact induced ventricular fibrillation (A,B) with spatio-temporal impact site-repolarisation wave overlap (C), predicted by computational modelling (D) |
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Global versus Regional Contribution to Mechanically-Induced Changes in Heart Rhythm | ||||
| Role: Principle Investigator | |||||
| Staff: Dr. Honghua Jin, Postdoctoral Scientist | |||||
| Funding: Project Grant, British Heart Foundation (BHF), UK | |||||
| Presented at the Gordon Research Conference - Cardiac Arrhythmia Mechanisms 2011: Poster | |||||
| This study is examining the importance of regional versus global mechanical effects on heart rhythm. Experimentally, we preferentially modulate the relative contribution of regional and global strain in isolated hearts by applying controlled, non-traumatic combinations of local deformation and/or intraventricular pressure changes. Electrical and mechanical responses are monitored and combined using computational models, as above. Our working hypothesis is that induction of ventricular arrhythmias by application of local deformation or intraventricular pressure changes occurs in both settings as a result of effects of regionally varying tissue strain. Thus far it appears that isolated intraventricular pressure changes similar to those seen with local deformation, and up to 40 times greater, are not sufficient to provoke ventricular excitation, supporting the role of local, rather than global, myocardial strain. | |||||
Method of preferential modulation of regional and global strain, as well as measured intraventricular pressure during impact-induced LV activation (black), rapid LV volume change (red) |
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| Student Projects | |||||
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Investigating the Role of Mechano-Electic Feedback and Ischaemia in Ventricular Arrhythmias | ||||
| Role: PhD Co-Supervisor | |||||
| Student: Ms. Sara Dutta, PhD Student | |||||
| Funding: Life Sciences Interface Doctoral Training Centre (LSI DTC), University of Oxford, UK | |||||
| Presented at the Sixth Intenational Conference on Functional Imaging and Modelling of the Heart: Paper | |||||
The aim of Sara's project is to investigate mechano-electric feedback mechanisms involved in the initiation and sustenance of cardiac arrhythmias during myocardial ischaemia, with the hope of elucidating new diagnostic and therapeutic options. Whole ventricular rabbit and human computational models of ischaemia-related changes in electro-mechanical activity are being developed using the cardiac simulation environment Chaste, informed and validated by optical mapping experiments in isolated hearts and clinical data from patients. Thus far, Sara has performed a combined experimental and computational investigation to quantify how photon scattering distorts optical mapping recordings in the presence of ischemia-induced transmural heterogeneities. Dual-wavelength optical mapping experiments, using camera frame-synchronized LEDs with alternating 470 nm (shallow tissue penetration) and 640 nm (deep tissue penetration) light, were performed on globally ischemic rabbit hearts. Control recordings showed no discernable difference in action potential morphology between the two excitation wavelengths. However, after 5 min of ischemia, clear differences appeared, with increased upstroke duration and decreased action potential duration at 640 nm compared to 470 nm excitation. Three-dimensional tissue simulations, representing both electrophysiological changes during no-flow ischemia and photon scattering effects, showed similar differences, demonstrating they are a result of enhanced wavefront curvature and variation in action potential duration due to increased transmural heterogeneities in ischemia. Furthermore, ischemic transmural heterogeneities increase the distortion of the optical signal, such that there is an increase in upstroke velocity and action potential duration compared to homogeneously ischemic tissue, an effect which is amplified with an increase in the penetration depth of excitation. This reveals that transmural heterogeneities in ischemia have a significant effect on optical mapping recordings and that dual wavelength excitation can be used to reveal these heterogeneities, which may be useful for investigating their role in the initiation and sustenance of arrhythmias. |
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Simulated activation and repolarization waves in a slab of tissue with and without an ischemic border zone and the effects of excitation penetration on the ratio of optically distorted and non-distorted simulated measurements of action potential upstroke duration |
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| Measured left ventricular activation sequence and action potential upstroke after 5 and 10 min of global ischemia for 470 nm (blue) and 640 nm (red) excitation during apical pacing in an isolated rabbit heart | |||||
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Parameter Space Exploration for Computational Cardiomyocyte Models and Application to Investigate Sources of Ventricular Fibrillation | ||||
| Role: PhD Co-Supervisor | |||||
| Student: Mr. Phillip Gemmell, PhD Student | |||||
| Funding: Life Sciences Interface Doctoral Training Centre (LSI DTC), University of Oxford, UK | |||||
| Presented at IEEE Engineering in Medicine and Biology Society’s 32nd Annual International Conference: Paper, Poster | |||||
The aim of Phil's project is to address uncertaintity and degeneracy in computational cardiac cell model parameters by examining the effects that model inputs have on the resulting output. Techniques for multi-dimensional parameter sweeping, visualisation, and comparison with experimental data are being developed, which will allow the determination of a physiologically appropriate parameters space for a given computational model, and allow investigations into how (patho-)physiological spatial variation in underlying tissue electrophysiology may contribute to arrhythmogenesis. Thus far, Phil has examined the effects of simultaneously varying six ion channel conductances in a rabbit ventricular action potential model. This has demonstrated a highly non-linear relationship between model parameters and output, with clear degeneracy present for some measured variables. Furthermore, it has revealed that common measurements, such as action potential duration, are not necessarily sufficient to characterise model validity. This is currently being compared to experimental data, with the hope of producing a fully characterised computational model for use in investigations of sources of ventricular arrhythmias. |
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Dimensional stacks utilising clutter-based dimension reordering to visualize the effect of varying the magnitude of 6 current conductances in a rabbit ventricular action potential model on changes in action potential and calcium transient morphology |
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| Collaborative Projects | |||||
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Single-Sensor Simultaneous and Multi-Parametric Optical Mapping of Cardiac Tissue | ||||
| Lead Partners: Peter Lee, Christian Bollensdorff | |||||
| Methods have been developed by others to simultaneously acquire fluorescence from multiple probes, or at multiple wavelengths, allowing investigation of the interaction between various cardiac sub-systems, as well as ratiometric imaging for absolute parameter measurement and to overcome the limitations presented by photo-bleaching, uneven dye loading and cardiac motion. However, current methods are technically challenging and expensive, requiring multiple sensors, light path splitting and alignment, or synchronised, moving parts. Mr. Peter Lee has developed a simple and affordable method for multi-parametric optical mapping, using a single detector, readily available multi-band filters, and light emitting diodes, integrated by custom-made microcontroller-based electronics using inexpensive off-the-shelf electronic components. For proof-of-principle, this has been integrated with timed local electrical and mechanical stimulation to study mechano-electric behaviour in the whole heart by simultaneous ratiometric measurement of transmembrane potential and intracellular free calcium concentration. We have demonstrated that although electrically- and mechanically-induced excitation occurs by different mechanisms, the electrophysiological properties (i.e. action potential morphology, calcium dynamics, and propagation patterns) away from the site of stimulation are not dissimilar. Most importantly, the moderate complexity and component cost of the novel multi-parametric optical mapping system may lower the threshold for broader application to functional cardiac imaging, allowing implementation of approaches that are presently outside the realm of financial and experimental viability, such as three-dimensional, simultaneous, panoramic mapping of multiple parameters important for whole organ cardiac electrophysiology. | |||||
Simultaneously acquired ratiometric voltage and calcium signals during mechanical stimulation of the left ventricle and associated activation map |
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Temporal Pixel Multiplexing for Whole Heart Optical Mapping | ||||
| Lead Partners: Gil Bub | |||||
It is desirable to combine optical mapping data (high temporal resolution, but generally relatively low spatial resolution) with structural information obtained at high spatial resolution, to investigate the interrelation of cardiac structure and function. However, current methods suffer from similar technical and economic difficulties as multi-parametric optical imaging (see above). To this end, we are extending Temporal Pixel Multiplexing technology (developed by Dr. Gil Bub) to use in whole heart optical mapping. By offsetting pixel-exposure times during capture of a single image frame, this novel imaging modality embeds high speed temporal information into still images, allowing simultaneous acquisition of multiple spatial and temporal resolutions (e.g. full-resolution images and high-speed image sequences at reduced resolution) with a single detector, allowing extraction of a range of spatio-temporal events from different regions of the heart. |
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| Schematic of Temporal Pixel Multiplexing. Each exposure group integrates light for a fraction of the total dectector exposure time . The full-resolution frame is read out and subframes can then be extracted | |||||
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Removing Motion Artifacts from Optical Mapping Images of the Heart | ||||
| Lead Partners: Vicente Grau, Melissa Maczka | |||||
One of the major disadvantages of optical mapping is loss of signal integrity with cardiac motion (either naturally occurring due to contraction or from extrinsic factors, such as mechanical stimulation). Various methods are used to minimise these ‘motion artefacts’, including physical restraint and pharmacological excitation-contraction uncoupling. However, these techniques invariably interfere with normal cardiac physiology, and performing investigations under conditions of normal contraction is preferable. Ratiometric approaches are effective in significantly reducing motion artefacts arising from motion perpendicular to the imaging plane; however they cannot compensate for motion within the imaging plane, where there is movement of material points in relation to the optical sensor. We are investigating the use of intensity-based registration algorithms (namely normalised cross-correlation of localised patches and advanced optical flow) for removing motion artefacts from optical mapping images of the moving heart. Thus far, we have shown that the optical flow approach compensates for the change in fluorescence intensity arising from changes in transmembrane potential, adversely affecting voltage signals, and thus requiring additional measures for these intensity-based registration algorithms to be used. However, a hybrid feature- and intensity-based algorithm which extracts surface landmarks (either naturally occurring or artificial markers), aligns them using optical flow, and interpolates the remaining regions using thin-plate splines, appears promising for reducing the amplitude of motion artefacts. |
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| Optical mapping signals of transmembrane voltage in the beating heart before and after application of a a hybrid feature- and intensity-based algorithm | |||||
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Rediscovering the Third Coronary Artery | ||||
| Lead Partners: Rebecca Burton | |||||
| Presented at Physiology 2010: http://www.physiology2010.org/ | |||||
The human coronary tree is commonly assumed to have two main aortic roots, giving rise to one coronary artery on the left and one on the right. However, this generalisation may not be adequate, as a surprisingly large proportion of humans have two ostia in the right aortic sinus of Valsalva, giving rise to the right coronary artery and a separately emerging conus arteriosus artery. By high-resolution MRI scanning of explanted hearts, we found this 'third coronary artery' in 80% of humans and 100% of rabbits. With a flow-bed that feeds the right ventricular outflow tract and part of the upper septum, the potential presence of this vessel in a significant fraction of patients should be considered in heart rhythm research, diagnostics, and therapy. We are now investigating the functional relevance of this vessel by targeted occlusion and electrophysiological measurements by optical mapping in isolated rabbit hearts. |
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Dorso-lateral view of segmented coronary vessels from an isolated rabbit heart MRI, showing the third coronary artery (TCA) |
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Computer Assisted Segmentation for Generation of High-Resolution Cardiac Atlases | ||||
| Lead Partners: Ramón Casero | |||||
| Presented at IEEE Engineering in Medicine and Biology Society’s 32nd Annual International Conference: Paper, Poster | |||||
Increased resolution of cardiac MRI imaging and a growing interest in the effect of cardiac micro-structure on electrophysiology poses new challenges for the generation of cardiac atlases. This requires establishment of a standard coordinate system for the heart independent of the commonly used macro-structure. We are working towards developing methods for defining venticular descriptors that can be used to build a standardized reference frame, specifically exploring the use of the central curve of the left ventricular cavity and the smoothed internal envelope of the right ventricular crest (the curve of the endocardial surface marking the junction between the right ventricular free wall and septum). Using manual segmentation tools developed by Dr. Ramón Casero for the open source software platform Seg3D, that improves spatial coherence by providing visual feedback of the segmentation in real time, we have been deliniating cardiac anatomy, to generate rat- and rabbit-specific cardiac atlases, useful for computational modelling studies. |
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Generated reference frame for three isolated rat hearts |
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| Recent Projects | |||||
| Optimization of Biventricular Pacing for the Treatment of Acute Ventricular Dysfunction | |||||
| Role: Graduate Research Assistant (Ph.D. Thesis) | |||||
| Funding: RO1 Project Grant, National Institutes of Health (NIH), USA | |||||
| For publications see: Publications | |||||
| The goal of this work is to develop techniques for biventricular pacing to treat acute ventricular dysfunction after cardiac surgery through translational and clinical studies of cardiac mechanical function at the whole animal and patient levels. On the application side, we target acute postoperative ventricular dysfunction, which is commonly seen after cardiac surgery. We hypothesize that the acute hemodynamic benefits of biventricular pacing observed in chronic heart failure patients can be extended to cardiac surgery patients as a novel postoperative therapy option. This has been a successful endeavour, ultimately leading to a clinical trial to test the safety and efficacy of this treatment, the Biventricular Pacing After Cardiac Surgery (BiPACS) Trial, which is currently ongoing. We have shown that varying pacing site and timing with BiVP improves cardiac function, both in animal models of acute ventricular dysfunction and in patients after cardiac surgery, and that simultaneous parameter optimization further increases the efficacy of this intervention. Furthermore, optimal biventricular pacing settings clearly depend on ventricular loading, illustrating the need for patient-specific adjustments. In fact, it appears that there may an alternate mechanism for the benefits of biventricular pacing in acute ventricular failure. The traditional view of biventricular pacing is that it reverses regional dyssynchrony within the failing ventricle. Our results suggest that in acute ventricular failure biventricular pacing can recruit the unstressed ventricle to support systolic function of the failing one. We believe that with methods to accelerate and simplify this technique, temporary biventricular pacing may be effectively utilized for the treatment of postoperative cardiac dysfunction and other transient forms of myocardial depression. | |||||
| Hemodynamic response surfaces during simultaneous variation of left ventricular pacing site and interventricular pacing delay with biventricular pacing during acute left ventricular volume overload | |||||
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| Postoperative cardiac output in patients with optimized biventricular pacing versus sinus rhythm and right atrial pacing | |||||
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Ventricular Function in Surgery for Congenital Heart Disease | ||||
| Role: Graduate Research Assistant | |||||
| Funding: RO1 Project Grant, National Institutes of Health (NIH), USA | |||||
| For publications see: Publications | |||||
| The purpose of this work is to investigate changes in ventricular mechanical function after corrective surgery for congenital heart defects, using intraoperative echocardiography and hemodynamic monitoring. Results thus far suggest that: (i) acute functional depression after ventricular septal defect repair is a result of localized impairment of septal function, (ii) ventricular diastolic stiffness predicts perioperative morbidity after the Fontan operation, and (iii) the direction of preoperative ventricular shunting affects ventricular mechanics after tetralogy of Fallot repair. These observations may be important for improving risk stratification and clinical management of high-risk children undergoing congenital heart defect repair by helping predict postoperative outcome, improving surgical techniques, and understand how best to optimize patient care. | |||||
Segmental wall-motion analysis showing fractional shortening before and after ventricular septal defect repair |
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| Average compliance curves pre- and post-bypass during Fontan operation | |||||
| Current Funding | |||||
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| Curriculum Vitae: Download | |||||