Development and validation of virtual epithelial cancer models using an integrated modelling and experimental three-dimensional approach. The mathematical and experimental modelling of the human prostate and ovary applying quantitative bioengineering concepts will lead to virtual cancer models. This project aims to validate these multi-scale models to delineate biological and pathological avenues in healthy and disease tissue and improve prevention and treatment of prostate and ovarian cancer.
Spatio-temporal modelling of Ras dependent MAP kinase activation. This project is at the heart of the national research priority 'Frontier Technologies for Building and Transforming Australian Industries'. Using cutting edge methods and techniques of systems biology, coupled with innovative experimental molecular cell biology we will construct and simulate mathematical models of the EGF-regulated MAP kinase pathway. The project will yield new insights into the fundamental mechanisms of cell sign ....Spatio-temporal modelling of Ras dependent MAP kinase activation. This project is at the heart of the national research priority 'Frontier Technologies for Building and Transforming Australian Industries'. Using cutting edge methods and techniques of systems biology, coupled with innovative experimental molecular cell biology we will construct and simulate mathematical models of the EGF-regulated MAP kinase pathway. The project will yield new insights into the fundamental mechanisms of cell signal transduction that drive cell division, differentiation and transformation and may enable the design of new anticancer therapies. Importantly, the modelling and simulation methods developed in the project will have a general applicability to other complex systems such as sustainable ecological systems.Read moreRead less
Single-molecule view of actin-tropomyosin filament dynamics. This project aims to develop a microscopy platform to resolve how filaments of the cytoskeleton, the cell's internal scaffolding, are assembled. This technology will then be used to understand how drugs can target specific components and functions of the cytoskeleton that are hijacked in cancer cells.
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
Machine learning for organelle selection & feature detection in live cells. This project aims to addresses a roadblock in cell imaging and analysis by creating new mathematical and machine learning techniques for large datasets. Using advanced imaging and these analytic tools this project aims to define newly-discovered macropinosomes - cell structures with seminal roles in immunobiology. Outcomes will include a suite of computational tools that can be applied across bioscience to fully reveal a ....Machine learning for organelle selection & feature detection in live cells. This project aims to addresses a roadblock in cell imaging and analysis by creating new mathematical and machine learning techniques for large datasets. Using advanced imaging and these analytic tools this project aims to define newly-discovered macropinosomes - cell structures with seminal roles in immunobiology. Outcomes will include a suite of computational tools that can be applied across bioscience to fully reveal and quantify information contained within microscopic imaging and high impact knowledge for immunity. Innovative approaches will benefit the nation by capacity building in interdisciplinary technology.Read moreRead less
Membrane Proteins within the Mouse Transcriptome- Annotation of their Organisation and Subcellular Localisation. A major issue in cell biology today is how distinct regions of the cell maintain their unique composition of proteins. The aim of this grant is to identify membrane proteins within the mouse genome and annotate their localisation within the cell. Our multi-discipline effort will combine extensive computational prediction strategies with focused cellular biology experimental determinat ....Membrane Proteins within the Mouse Transcriptome- Annotation of their Organisation and Subcellular Localisation. A major issue in cell biology today is how distinct regions of the cell maintain their unique composition of proteins. The aim of this grant is to identify membrane proteins within the mouse genome and annotate their localisation within the cell. Our multi-discipline effort will combine extensive computational prediction strategies with focused cellular biology experimental determination. The underpinning experimental technology, termed reverse transfection arrays, allows for high-throughput assessment of cellular phenotype properties for individual proteins.Read moreRead less
Systems-level characterization of scaffold protein signalling networks. The PEAK family of cell signalling scaffolds regulate cellular responses critical for normal development and physiology. This project will adopt a ‘holistic’ approach to characterizing their mechanism and function, integrating experimental and mathematical approaches and developing predictive computational models. It aims to generate fundamental new knowledge in cell, computational and synthetic biology with broad relevance ....Systems-level characterization of scaffold protein signalling networks. The PEAK family of cell signalling scaffolds regulate cellular responses critical for normal development and physiology. This project will adopt a ‘holistic’ approach to characterizing their mechanism and function, integrating experimental and mathematical approaches and developing predictive computational models. It aims to generate fundamental new knowledge in cell, computational and synthetic biology with broad relevance that will foster establishment of new international linkages. This research will also identify strategies for engineering novel scaffolds that re-program cellular behaviour towards specific, applied outcomes, with potential benefit for the fields of synthetic biology, bioengineering and biotechnology.Read moreRead less
Defining the molecular switches that govern discrete cellular fates. This project aims to elucidate how mammalian cells exploit the same molecular machinery to perform completely distinct jobs. While the repurposing of proteins by cells seems widespread, the mechanisms by which this occurs remains largely undefined. The project expects to generate new knowledge in the areas of cell signalling and systems biology, with important implications for many multi-functional proteins. It will utilise a h ....Defining the molecular switches that govern discrete cellular fates. This project aims to elucidate how mammalian cells exploit the same molecular machinery to perform completely distinct jobs. While the repurposing of proteins by cells seems widespread, the mechanisms by which this occurs remains largely undefined. The project expects to generate new knowledge in the areas of cell signalling and systems biology, with important implications for many multi-functional proteins. It will utilise a highly innovative and interdisciplinary approach that tightly integrates mathematical modelling and biological experiments. The expected outcomes will aid strategies for reprogramming cells towards a desired phenotype, which will bring significant benefits to the fields of synthetic biology and bioengineering.Read moreRead less