Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the ....Modelling active play in preschool children using machine learning. This interdisciplinary project explores novel machine learning approaches to modelling physical activity data in preschool children. The approach taken is considered the future of physical activity assessment and is expected to substantially enhance the measurement of physical activity and the evidence base that informs strategies to improve population health through physical activity promotion. The project aims to transform the understanding of young children's physical activity behaviour, and is expected to have important implications for the design of accurate and effective technology-based physical activity monitoring and intervention applications that could be delivered through the e-health initiative in Australia.Read moreRead less
Open(ing up) goals in physical activity: What works, when, and for whom? This project aims to advance knowledge of open goals as a new goal-setting approach to optimise the adoption and maintenance of physical activity among insufficiently active individuals. This project expects to generate substantive insights into the mechanisms that explain why, when, and for whom open goals are particularly beneficial in this population. Expected outcomes include a theory of open goals that will inform phys ....Open(ing up) goals in physical activity: What works, when, and for whom? This project aims to advance knowledge of open goals as a new goal-setting approach to optimise the adoption and maintenance of physical activity among insufficiently active individuals. This project expects to generate substantive insights into the mechanisms that explain why, when, and for whom open goals are particularly beneficial in this population. Expected outcomes include a theory of open goals that will inform physical activity promotion efforts, with the potential for broad population-level dissemination and scale-up. Significant benefits include the ability to set physical activity goals that are enjoyable and intrinsically motivating to pursue, while also avoiding detrimental effects of current practice (eg high failure rates).Read moreRead less
Molecular networks underlying mitochondrial biogenesis in humans. Mitochondria are essential for life, and we propose a highly-innovative approach (employing multiple, cutting-edge ‘omic’ technologies and bioinformatics) to advance the fundamental understanding of how mitochondria respond and adapt to exercise in humans. The project outcomes should include significant new knowledge and advanced expertise that can be used by others to facilitate additional research outcomes. The project anticipa ....Molecular networks underlying mitochondrial biogenesis in humans. Mitochondria are essential for life, and we propose a highly-innovative approach (employing multiple, cutting-edge ‘omic’ technologies and bioinformatics) to advance the fundamental understanding of how mitochondria respond and adapt to exercise in humans. The project outcomes should include significant new knowledge and advanced expertise that can be used by others to facilitate additional research outcomes. The project anticipates the contribution of innovative tools for molecular biology research, benefiting therapeutic and biotechnology applications. This project will support advanced training of young researchers in frontier technologies, which will expand Australian research capabilities and help produce a higher quality workforce.Read moreRead less
Physiological Thermoregulation and Cardiovascular Function in Reptiles. This project will be important in advancing the concept of physiological thermoregulation in reptiles from a descriptive to a mechanistic basis, thereby providing a better conceptual framework within which the evolutionary processes and selection pressures acting on modern animals and their ancestors can be evaluated.
Benefits of conducting this research will include:
maintaining the high international profile of Aust ....Physiological Thermoregulation and Cardiovascular Function in Reptiles. This project will be important in advancing the concept of physiological thermoregulation in reptiles from a descriptive to a mechanistic basis, thereby providing a better conceptual framework within which the evolutionary processes and selection pressures acting on modern animals and their ancestors can be evaluated.
Benefits of conducting this research will include:
maintaining the high international profile of Australian comparative physiology;
the training of post-graduate students, both Honours and Ph.D.s;
stimulating collaboration between two of Australia's research intensive universities (Sydney and Queensland);
and show-casing Australia's impressive reptilian fauna.
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Muscle fibre excitability and calcium regulation in skeletal muscle of amphibians and mammals. The fundamental role of skeletal muscle is posture and movement. Essential for this is a specialised cell structure and a complex regulation of function. This project will define key aspects of muscle structure and functional regulation crucial to developing targets for improving function under stressed states such as fatigue, disease and age.
Sarcoplasmic reticulum-mitochondrial functional interactions in muscle. Muscle in the body of animals and human has the ability to adapt to stress placed on it, to improve performance. This allows new physical tasks that have been unfamiliar to become easier. One form of stress on the muscle is the demand to work longer without fatigue. This can be important for animal survival or athletes training for sport. A single session of intense muscle contractions can lead to the muscle increasing its c ....Sarcoplasmic reticulum-mitochondrial functional interactions in muscle. Muscle in the body of animals and human has the ability to adapt to stress placed on it, to improve performance. This allows new physical tasks that have been unfamiliar to become easier. One form of stress on the muscle is the demand to work longer without fatigue. This can be important for animal survival or athletes training for sport. A single session of intense muscle contractions can lead to the muscle increasing its capacity for endurance within 24 hrs. This project aims to examine this phenomenon in animals and human to decipher the mechanism involved in the beneficial muscle changes experienced in such a brief time. It will provide benefits such as the potential to manipulate human muscle condition and animal muscle (meat) quality.Read moreRead less
Signalling cross-talk through Suppressors Of Cytokine Signalling (SOCS) initiates luteolysis in the ovary. Members of the newly discovered SOCS protein family block cytokine signal transduction pathways, including those for prolactin and GH. We have discovered that one of these proteins, SOCS-3, is upregulated in the corpus luteum of the ovary by prostaglandins and propose that induction of prolactin or GH resistance is a hitherto unrecognised and critical step in luteolysis. We have also disco ....Signalling cross-talk through Suppressors Of Cytokine Signalling (SOCS) initiates luteolysis in the ovary. Members of the newly discovered SOCS protein family block cytokine signal transduction pathways, including those for prolactin and GH. We have discovered that one of these proteins, SOCS-3, is upregulated in the corpus luteum of the ovary by prostaglandins and propose that induction of prolactin or GH resistance is a hitherto unrecognised and critical step in luteolysis. We have also discovered that this cross-talk between prostaglandin- and cytokine-receptor signalling pathways occurs in preadipocyte and breast cell lines and propose that this research will serve as a paradigm for understanding how sensitivity to cytokines can be controlled at a molecular level.Read moreRead less
Calcium regulation in the skeletal muscle triad and along the fibre. The fundamental role of skeletal muscle is posture and movement. Alterations in the normal way calcium regulates skeletal muscle function in fatigue, age and disease states causes loss of normal function. Preventing or controlling these changes is a key therapeutic aim. However, we currently lack full understanding of key mechanisms of calcium regulation in healthy skeletal muscle. This project will define key aspects of cal ....Calcium regulation in the skeletal muscle triad and along the fibre. The fundamental role of skeletal muscle is posture and movement. Alterations in the normal way calcium regulates skeletal muscle function in fatigue, age and disease states causes loss of normal function. Preventing or controlling these changes is a key therapeutic aim. However, we currently lack full understanding of key mechanisms of calcium regulation in healthy skeletal muscle. This project will define key aspects of calcium regulation that could be crucial to developing targets for improving function of skeletal muscle under stressed states.Read moreRead less
Regulated muscle-based thermogenesis for body temperature regulation. Mammals maintain a constant core body temperature by generating heat in resting muscles in response to changes in the environmental temperatures. This project aims to show how the skeletal muscles that are closer to the body core contribute the majority of heat, how the muscles of the limbs have their heat generation curtailed as necessary, and how this is coordinated by the body in response to ambient temperature. Project out ....Regulated muscle-based thermogenesis for body temperature regulation. Mammals maintain a constant core body temperature by generating heat in resting muscles in response to changes in the environmental temperatures. This project aims to show how the skeletal muscles that are closer to the body core contribute the majority of heat, how the muscles of the limbs have their heat generation curtailed as necessary, and how this is coordinated by the body in response to ambient temperature. Project outcomes include defining, for the first time, how heat generation in the muscles of the body is regulated. This should provide critical knowledge of mammalian evolution and ways to manipulate metabolism, which may provide ways to assist the production of meat by managing hypothermia and hyperthermia risk in agriculture.Read moreRead less
Single vesicle dynamics and the control of secretion. This project investigates secretion and tests a new model for secretory control. Its outcomes will further our knowledge in this important area and may be significant in the longer term for the treatment of secretory diseases.