Multiscale stochastic modelling of tumour robustness. This project will develop cutting-edge modelling methodologies of systems biology and innovative experimental techniques to investigate the principles of tumour initiation and progression, which lay at the heart of the national research priority Frontier Technologies for Building and Transforming Australian Industries. The primary outcome will be fundamental new paradigms explaining tumour initiation, cancer disease progression and the evolut ....Multiscale stochastic modelling of tumour robustness. This project will develop cutting-edge modelling methodologies of systems biology and innovative experimental techniques to investigate the principles of tumour initiation and progression, which lay at the heart of the national research priority Frontier Technologies for Building and Transforming Australian Industries. The primary outcome will be fundamental new paradigms explaining tumour initiation, cancer disease progression and the evolution of therapy resistance. The deep insights gained in this research have the potential for the optimal treatment strategies of cancer diseases, which is strongly relevant to promoting and maintaining good health for Australians.Read moreRead less
Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in ....Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will explore these roles and will develop an integrated complex systems modelling, simulation and visualisation framework. This will be used on an exemplar application for lineage commitment in haematopoiesis and for exploring and validating genetic regulatory models in general.Read moreRead less
Efficient Estimation of Statistical Models with Many Parameters. Statistical models are used extensively in business, engineering and the sciences to describe the behavior of systems subject to uncertainty. There are often many unknowns in such models and relatively little data to estimate them. The object of the research is to develop methods that make these statistical models practical to use. The research team will apply the methodology to solve problems in economics, finance, marketing and t ....Efficient Estimation of Statistical Models with Many Parameters. Statistical models are used extensively in business, engineering and the sciences to describe the behavior of systems subject to uncertainty. There are often many unknowns in such models and relatively little data to estimate them. The object of the research is to develop methods that make these statistical models practical to use. The research team will apply the methodology to solve problems in economics, finance, marketing and the analysis of gene expression data. The project will also train doctoral and postdoctoral students and enhance Australia's reputation for research excellence in the Statistical and Mathematical Sciences. Read moreRead less
Saddlepoint approximation, likelihood analysis and ancestral graphs for strong and weak natural selection, genetic drift and population subdivision. Building new research strength in theoretical population genetics and related statistical techniques will enhance Australia's capability in harnessing the power of post-genomic information. Sophisticated statistical techniques that make smart use of genetic data are being developed in this project. The extent to which natural selection and migrati ....Saddlepoint approximation, likelihood analysis and ancestral graphs for strong and weak natural selection, genetic drift and population subdivision. Building new research strength in theoretical population genetics and related statistical techniques will enhance Australia's capability in harnessing the power of post-genomic information. Sophisticated statistical techniques that make smart use of genetic data are being developed in this project. The extent to which natural selection and migration affect current genetic polymorphism on a population level can be quantified using these new methods. New modeling provides a rigorous foundation with which to construct inference techniques currently beyond computational approaches to the data. Assessing selective effects on genetic mutations associated with human disease will be a consequence of this new statistical methodology.Read moreRead less
Regulation of DNA replication initiation during Drosophila development. This proposal addresses the fundamental issue of the regulation of DNA
replication during development, using the animal model system, Drosophila melanogaster. This research uses a whole animal genetic and cell biological approach to explore DNA replication regulatory mechanisms that are present in multicellular organisms but not in yeast. The work undertaken here will make a significant contribution to our understanding of ....Regulation of DNA replication initiation during Drosophila development. This proposal addresses the fundamental issue of the regulation of DNA
replication during development, using the animal model system, Drosophila melanogaster. This research uses a whole animal genetic and cell biological approach to explore DNA replication regulatory mechanisms that are present in multicellular organisms but not in yeast. The work undertaken here will make a significant contribution to our understanding of DNA replication regulation within a developing organism that will be relevant to all animals.Read moreRead less
Stochastic methods for studying models of infection and abundance. The outcomes of this project will have immense benefit to Australia. They impact upon two areas of national importance, namely ensuring an environmentally sustainable Australia, and safeguarding Australia. In particular, the project will provide models, methodology and optimal strategies for sustainable use of Australia's biodiversity, for protecting Australia from invasive diseases and pests, and for protecting Australia from te ....Stochastic methods for studying models of infection and abundance. The outcomes of this project will have immense benefit to Australia. They impact upon two areas of national importance, namely ensuring an environmentally sustainable Australia, and safeguarding Australia. In particular, the project will provide models, methodology and optimal strategies for sustainable use of Australia's biodiversity, for protecting Australia from invasive diseases and pests, and for protecting Australia from terrorism and crime. Special focus will be given to the control of invasive species, the control of emerging infections, and the optimal allocation of resources. The current risks posed by invasive diseases and pests, and the alarming rate of destruction of biodiversity, warrant urgent funding of this project.Read moreRead less
Unveiling and characterisation of a fundamental pathway important in cell division. This work will have a major impact by producing top quality research that addresses a fundamental biological question of relevance to all organisms. The research will advance understanding of genetic factors important in foetal and early childhood development and proliferative disorders that occur during ageing. This work will provide intellectual and practical training to Honours and PhD students and postdoctora ....Unveiling and characterisation of a fundamental pathway important in cell division. This work will have a major impact by producing top quality research that addresses a fundamental biological question of relevance to all organisms. The research will advance understanding of genetic factors important in foetal and early childhood development and proliferative disorders that occur during ageing. This work will provide intellectual and practical training to Honours and PhD students and postdoctoral researchers in the disciplines of Molecular Genetics, Molecular & Cellular Biology, Developmental Cell Biology, Mass Spectrometry and Proteomics, which will be of immense benefit to their scientific careers and the Australian scientific community.Read moreRead less
Genetic control of plant organ growth. Plants organs, such as leaves and petals, have a distinct size and shape reflecting differences in growth. Despite its importance, very little is known about the mechanisms that regulate growth. The objectives of this proposal are a) to test whether organ growth depends on cell-cell signalling and b) to identifying genes that regulate growth, and to characterize their molecular function.
Marsupial germ cells and genes. Germ cells are the most fascinating cells in the body, since theirs is the unique responsibility for transmitting life from generation to generation. Studies in mice have suggested that position in the embryo determines their origin, but the early embryology of the mouse is so different from that of other mammals that the events need confirming and extending in another species. The simplified embryology of the tammar wallaby makes it ideal for studying one of the ....Marsupial germ cells and genes. Germ cells are the most fascinating cells in the body, since theirs is the unique responsibility for transmitting life from generation to generation. Studies in mice have suggested that position in the embryo determines their origin, but the early embryology of the mouse is so different from that of other mammals that the events need confirming and extending in another species. The simplified embryology of the tammar wallaby makes it ideal for studying one of the most fundamental questions in the whole of biology: what is the basis for the primal distinction between sex and soma?Read moreRead less
How does the unilaminar blastocyst form an embryo? Marsupials are synonymous with Australia and they are scientifically amazing. An understanding how the single-layered marsupial blastocyst cells are directed to form the complex organisation of an embryo would help us understand the biology underlying the developmental potential of all cells. Understanding these processes is not only of great fundamental interest to developmental biology but also for the development of embryonic stem cell lines. ....How does the unilaminar blastocyst form an embryo? Marsupials are synonymous with Australia and they are scientifically amazing. An understanding how the single-layered marsupial blastocyst cells are directed to form the complex organisation of an embryo would help us understand the biology underlying the developmental potential of all cells. Understanding these processes is not only of great fundamental interest to developmental biology but also for the development of embryonic stem cell lines. This research will continue Australia's high profile in reproductive biology using one of our iconic native mammals. A greater understanding of marsupial reproduction will also contribute to management of our threatened marsupial populations.Read moreRead less