Real-time phylogenetics for food-borne outbreak surveillance. The project aims to introduce, for the first time, real-time evolutionary analysis of agricultural pathogens so that outbreaks affecting crops and the food supply can be managed precisely and rapidly. An expert team will implement a large-scale data analytics framework in user-friendly software that integrates Australian infectious disease genomics data with global data. Underpinning this work are new theory and algorithms that apply ....Real-time phylogenetics for food-borne outbreak surveillance. The project aims to introduce, for the first time, real-time evolutionary analysis of agricultural pathogens so that outbreaks affecting crops and the food supply can be managed precisely and rapidly. An expert team will implement a large-scale data analytics framework in user-friendly software that integrates Australian infectious disease genomics data with global data. Underpinning this work are new theory and algorithms that apply Sequential Monte Carlo to update phylogenetic analyses continuously as new data arrives. Expected outcomes include new knowledge of statistical algorithms for evolutionary analysis, relevant to biological disciplines beyond infectious disease; and enhanced capacity for infectious disease analysis. Read moreRead less
The role of gene isoforms in human brain development. This project aims to investigate how genes vary their products to control human brain development, by creating new methods to study gene activity in individual brain cells. Using these innovative methods, this project expects to generate fundamental new knowledge of how the human brain forms. Expected outcomes of this project include widely applicable techniques, strengthened international (UK) research collaborations and highly trained perso ....The role of gene isoforms in human brain development. This project aims to investigate how genes vary their products to control human brain development, by creating new methods to study gene activity in individual brain cells. Using these innovative methods, this project expects to generate fundamental new knowledge of how the human brain forms. Expected outcomes of this project include widely applicable techniques, strengthened international (UK) research collaborations and highly trained personnel in genomics and neuroscience. This should deliver many benefits, including a better understanding of how the brain forms, training of higher degree by research students, as well as tools and methods of benefit to the academic research and biotechnology sectors.Read moreRead less
Imaging mammalian organogenesis with adaptive optics. Optical and computational barriers to analysing cell movement have limited our understanding of mammalian organogenesis. We have built a super-resolution spinning disk confocal microscope with adaptive optics and developed machine learning-based image processing and cell segmentation workflows to overcome these long-standing barriers. We propose to combine these cutting-edge live imaging and analysis approaches to characterise the role of cel ....Imaging mammalian organogenesis with adaptive optics. Optical and computational barriers to analysing cell movement have limited our understanding of mammalian organogenesis. We have built a super-resolution spinning disk confocal microscope with adaptive optics and developed machine learning-based image processing and cell segmentation workflows to overcome these long-standing barriers. We propose to combine these cutting-edge live imaging and analysis approaches to characterise the role of cell movement in mammalian organ formation and develop advanced cell segmentation and tracking methods for use in the scientific community. We anticipate this project will generate fundamental insights into how cells interact to build complex organs.Read moreRead less