Cross-Entropy Methods in Complex Biological Systems. The Cross-Entropy method provides a powerful new way to find superior solutions to complicated optimisation problems in biology, ranging from better design and implementation of medical treatments to an increased understanding of complex ecosystems.
Emergence of robust, stable structures via computation within natural networks. An ever-increasing challenge for modern society is the sheer complexity of vast infrastructures. Unexpected, and sometimes catastrophic, behaviour often emerges from interactions between elements of large systems. As a result, highly complex systems such as the Internet, international finance markets, and power grids are highly susceptible to costly problems such as cascading failures, inefficiency, and critical sens ....Emergence of robust, stable structures via computation within natural networks. An ever-increasing challenge for modern society is the sheer complexity of vast infrastructures. Unexpected, and sometimes catastrophic, behaviour often emerges from interactions between elements of large systems. As a result, highly complex systems such as the Internet, international finance markets, and power grids are highly susceptible to costly problems such as cascading failures, inefficiency, and critical sensitivity. High-tech industries, such as biotechnology and information networking, also face problems in coordinating swarms of interacting agents. This project will contribute to solving such problems by identifying and adapting solutions from nature.Read moreRead less
Dual phase evolution in networks. A grand challenge for modern society is the sheer complexity of vast networks arising from organizations and infrastructures. Unexpected, sometimes catastrophic, behaviour often emerges from interactions within such systems. As a result, the Internet, financial markets, power grids and other vital infrastructures are susceptible to costly problems such as cascading failures, inefficiency, and unpredictability. High-tech industries, such as biotechnology and info ....Dual phase evolution in networks. A grand challenge for modern society is the sheer complexity of vast networks arising from organizations and infrastructures. Unexpected, sometimes catastrophic, behaviour often emerges from interactions within such systems. As a result, the Internet, financial markets, power grids and other vital infrastructures are susceptible to costly problems such as cascading failures, inefficiency, and unpredictability. High-tech industries, such as biotechnology and information networking, face problems in coordinating networks of interacting agents. This project will expand the horizon of complex systems by deriving the design principles underpinning stable and resilient network structures and validate these principles on real world networks.Read moreRead less
Understanding how reproduction and sexual conflict drive sex-dependent longevity and ageing. The biological study of longevity and ageing has two important fronts: understanding how evolution shapes lifespan and ageing, and the mechanistic study of how molecules, genes, hormones, tissues and cells interact during ageing. The evolutionary study of ageing is considered one of the success stories of the emerging field of evolutionary medicine, yet we desperately need greater integration of the evol ....Understanding how reproduction and sexual conflict drive sex-dependent longevity and ageing. The biological study of longevity and ageing has two important fronts: understanding how evolution shapes lifespan and ageing, and the mechanistic study of how molecules, genes, hormones, tissues and cells interact during ageing. The evolutionary study of ageing is considered one of the success stories of the emerging field of evolutionary medicine, yet we desperately need greater integration of the evolutionary and mechanistic spheres. This project addresses why males and females have different lifespans and age differently in a way that bridges evolutionary and mechanistic study, and will build Australia's research capacity to study ageing at both levels. Read moreRead less
Evaluation of a multidimensional cognitive enhancement training program for healthy older adults. The percentage of the Australian population aged 65 years and over is projected to increase considerably over the next 50 years. The increased number of older Australians will have a major economic cost in terms of income support and the provision of health services. It is of high socioeconomic importance, therefore, to promote functional independence in this group. The implementation of cognitive e ....Evaluation of a multidimensional cognitive enhancement training program for healthy older adults. The percentage of the Australian population aged 65 years and over is projected to increase considerably over the next 50 years. The increased number of older Australians will have a major economic cost in terms of income support and the provision of health services. It is of high socioeconomic importance, therefore, to promote functional independence in this group. The implementation of cognitive enhancement programs that may slow age-related cognitive decline and, thereby, maximise quality of life and independence for a long as possible will have significant national benefit.Read moreRead less
Novel roles for importin alpha proteins in the nucleus. The project will provide fundamental new information about how changes in cell function are influenced by importin (IMP) alpha proteins, both through changes in gene transcription and through alterations to intracellular transport. These findings will inform areas of national priority that include Aging Well, Aging Productively with specific regard to cellular stress responses, and A Healthy Start to Life in the context of production of hea ....Novel roles for importin alpha proteins in the nucleus. The project will provide fundamental new information about how changes in cell function are influenced by importin (IMP) alpha proteins, both through changes in gene transcription and through alterations to intracellular transport. These findings will inform areas of national priority that include Aging Well, Aging Productively with specific regard to cellular stress responses, and A Healthy Start to Life in the context of production of healthy, genetically intact sperm. This project draws together an international team to investigate a phenomenon with implications for new understanding of normal developmental processes and the response of cells/tissues to disease conditions.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE0989859
Funder
Australian Research Council
Funding Amount
$1,000,000.00
Summary
A Multi-Resolution X-ray Microtomography Facility (NanoCT & MicroCT) for Non-Destructive 3D Characterisation. X-ray microtomography platforms are applicable to a wide diversity of research across many of the national research priority areas. The research outlined will provide insights into bone cancer and osteoporosis, promote breakthroughs in the understanding of tumour biology and drive new developments in novel biomaterials, all of which have significant national health benefits. In dentistr ....A Multi-Resolution X-ray Microtomography Facility (NanoCT & MicroCT) for Non-Destructive 3D Characterisation. X-ray microtomography platforms are applicable to a wide diversity of research across many of the national research priority areas. The research outlined will provide insights into bone cancer and osteoporosis, promote breakthroughs in the understanding of tumour biology and drive new developments in novel biomaterials, all of which have significant national health benefits. In dentistry, research supported by this instrumentation will provide Australians with improvements to their dental health. Furthermore applications to industrial materials are providing Australian industries with better characterisation of their products that is leading to improved export performance and consequent improvement in Australia's balance of trade.Read moreRead less
Kingdom switching microbial pathogens: the bioinformatics of mutation in the genomes of viruses and bacteria affecting crops, livestock and people. Some organisms that cause infectious diseases have moved between plants and vertebrates, either recently or repeatedly over evolutionary time. Switching between plants and vertebrates strongly influences the way these microbes mutate and evolve. We will search the genomic sequence databases for information about how the choice of host influences muta ....Kingdom switching microbial pathogens: the bioinformatics of mutation in the genomes of viruses and bacteria affecting crops, livestock and people. Some organisms that cause infectious diseases have moved between plants and vertebrates, either recently or repeatedly over evolutionary time. Switching between plants and vertebrates strongly influences the way these microbes mutate and evolve. We will search the genomic sequence databases for information about how the choice of host influences mutations in viral and bacterial genomes and model the evolutionary processes involved. This project will advance our understanding of the fine structure of microbial genomes and the importance of selection pressures on genes. It will lead to better disease management strategies for humans, and for domestic crops and livestock.Read moreRead less
The effect of mitochondrial and nuclear-cytoplasmic variation on longevity, metabolism and stress resistance in Drosophila. Much research points to a major role of free radical damage in aging, thus the belief that antioxidants might be beneficial in delaying aging. Free radicals are mostly formed in the subcellular organelles which consume oxygen and produce energy, and this may be the major site of age-related damage. This project seeks to understand the degree to which variation among these ....The effect of mitochondrial and nuclear-cytoplasmic variation on longevity, metabolism and stress resistance in Drosophila. Much research points to a major role of free radical damage in aging, thus the belief that antioxidants might be beneficial in delaying aging. Free radicals are mostly formed in the subcellular organelles which consume oxygen and produce energy, and this may be the major site of age-related damage. This project seeks to understand the degree to which variation among these subcellular organelles affect free radical damage and aging, using the fruitfly Drosophila melanogaster as a model organism.Read moreRead less
Fluid mechanical and biological studies of a stem cell bioreactor. The project has generic benefits toward the improvement of cell and tissue based approaches to diseases which involve replacement of dysfunctional, injured or missing tissues. This is currently a global effort with the overall aim of improving medicine by improving methods in biological sciences. The development of improved bioreactors and other biotechnologies will also have commercial benefits toward the development of effici ....Fluid mechanical and biological studies of a stem cell bioreactor. The project has generic benefits toward the improvement of cell and tissue based approaches to diseases which involve replacement of dysfunctional, injured or missing tissues. This is currently a global effort with the overall aim of improving medicine by improving methods in biological sciences. The development of improved bioreactors and other biotechnologies will also have commercial benefits toward the development of efficient production systems to replace existing systems which are labour intensive and time consuming. Read moreRead less