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From genes to organ function: understanding how heterogeneity in tissue modulates cellular behaviour in the heart. New computational and software engineering approaches are developed to model the electrophysiological variability of the heart and the mechanisms inducing arrhythmias. A significant outcome is a set of practical tools vital to cardiac research that provide medical specialists the ability to test hypotheses on low-cost powerful computing hardware.
Binary regression with additive predictors: new statistical theory with healthcare applications. This project will develop new statistical analysis techniques for predicting whether someone is at risk of adverse health outcomes. The project will then apply the new techniques to a large database on heart attacks, leading to new insights into how patient characteristics and treatments affect the chance of dying from a heart attack.
Using high performance computing to probe the genesis of cardiac arrhythmias. Disturbances to the normal rhythm of the heart beat cause approximately 15 per cent of deaths in Australia. The project aims to understand how electrical signals in the heart can become chaotic. The project will use computer models of heart rhythm disturbances to help us understand when and how arrhythmias occur.
Mathematical Modelling of the Mechanobiology of Arterial Plaque Growth. Plaque growth is a chronic inflammatory response induced by the interactions between endothelial cells, lipids, monocytes/macrophages, smooth muscle cells and platelets in the arteries. It involves many different biological processes, such as lipid deposition, inflammation and angiogenesis, and their interactions with the microcirculation. To understand the underlying mechanobiology, we propose to develop a mathematical mode ....Mathematical Modelling of the Mechanobiology of Arterial Plaque Growth. Plaque growth is a chronic inflammatory response induced by the interactions between endothelial cells, lipids, monocytes/macrophages, smooth muscle cells and platelets in the arteries. It involves many different biological processes, such as lipid deposition, inflammation and angiogenesis, and their interactions with the microcirculation. To understand the underlying mechanobiology, we propose to develop a mathematical model to interpret plaque growth by integrating these dynamic biological processes. It will offer a systematic rational understanding of plaque growth. New models will be provided to better interpret biological data and contribute to our knowledge in quantifying complex biological mechanisms during growth and development.Read moreRead less
Left-right patterning of the heart. This project aims to investigate how the heart responds to left-right (LR) signals, which tissue is dominant in this response; determine tissue intrinsic factors at play, and determine whether we can manipulate this. Expected outcomes include fundamental information about how organs are patterned.
Dynamics of atherosclerotic plaque formation, growth and regression. This project aims to provide a mathematical framework to interpret plaque growth. Many biological processes contribute to the growth of atherosclerotic plaques inside arteries. Lipoproteins enter the artery walls and stimulate tissues to signal to cells which duly respond so that fatty streaks form and grow into dangerous plaques that cause heart attacks or stroke. These processes are often nonlinear and operate on widely varyi ....Dynamics of atherosclerotic plaque formation, growth and regression. This project aims to provide a mathematical framework to interpret plaque growth. Many biological processes contribute to the growth of atherosclerotic plaques inside arteries. Lipoproteins enter the artery walls and stimulate tissues to signal to cells which duly respond so that fatty streaks form and grow into dangerous plaques that cause heart attacks or stroke. These processes are often nonlinear and operate on widely varying time scales. The project plans to use systems of ordinary differential equations, partial differential equations with non-standard boundary conditions, and bifurcation theory to find how nonlinear processes shape plaque growth. The expected results may demonstrate the importance of bifurcations, dynamics and nonlinear systems in plaque growth and provide new models to interpret biological data.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE120100992
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
The role of neuropeptides driving plasticity in the control of blood pressure and breathing. This project aims to understand how pathways in the brain, that control blood pressure, develop 'memory' after repeated episodes of low oxygen, as occurs in sleep apnoea. Based on the assumption that long-lasting excitatory actions are responsible for this change in nerve behaviour this project will increase knowledge about how the brain controls blood pressure.
Discovery Early Career Researcher Award - Grant ID: DE120102556
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
The influence of crosstalk between protein post-translational modifications on the propagation of molecular signals. The ability of a cell to respond appropriately to its surroundings is a result of interactions between proteins and chemical modifiers termed post-translational modifications (PTM). This project will show how PTM interactions (competition/ cooperation) influence cellular outcomes in response to changes in the environment.
Defining the direct effects of exercise on arterial adaptation. Understanding the mechanisms responsible for the beneficial effects of exercise is fundamental to optimising the design of preventative programs aimed at healthy ageing. These experiments will contribute to our understanding of the direct effects of changes in blood flow and pressure during exercise on vascular adaptations in humans.
Engineering Processable, Tough Hydrogels with Biological Activity. The project aims to design a new class of tough hydrogels to address issues in engineering complex soft and robust structures. These hydrogels have superior properties compared with current materials as they are biologically active, processable by various manufacturing techniques, elastic and have a capacity for rapid self-recovery that are ideal for soft tissues. Their physical property is tunable by modification of their compos ....Engineering Processable, Tough Hydrogels with Biological Activity. The project aims to design a new class of tough hydrogels to address issues in engineering complex soft and robust structures. These hydrogels have superior properties compared with current materials as they are biologically active, processable by various manufacturing techniques, elastic and have a capacity for rapid self-recovery that are ideal for soft tissues. Their physical property is tunable by modification of their compositions that enable construction of complex seamless structure such as valved conduit with anistropic property. Expected outcomes of this project include new insights into material design, multi-physics modelling, and multi-material additive manufacturing for broad applications in soft robotics and medical implants.Read moreRead less