Prognosis based network-type feature extraction for complex biological data. This project aims to develop statistical tools that integrate high-throughput molecular data with biological knowledge to make discoveries in complex diseases. This project uses machine learning methods, statistical models and proteomic platforms to identify relationships among clinico-pathologic and molecular measurements. It will produce tools and insights that are intended to accelerate the process of biologically an ....Prognosis based network-type feature extraction for complex biological data. This project aims to develop statistical tools that integrate high-throughput molecular data with biological knowledge to make discoveries in complex diseases. This project uses machine learning methods, statistical models and proteomic platforms to identify relationships among clinico-pathologic and molecular measurements. It will produce tools and insights that are intended to accelerate the process of biologically and clinically significant discoveries in biomedical research. This project will help Australian researchers in statistics and users of statistics (from fields as diverse as biology, ecology, medicine, finance, agriculture and the social sciences) to make better predictions that are easier to understand.Read moreRead less
How enhancers regulate T cell differentiation and function. This project aims to identify the molecular mechanisms that regulate the activity of transcriptional enhancers needed for effective immune cell differentiation. Adaptive immune cell activation starts a programme of differentiation that acquires and maintains lineage-specific effector function. Using a multidisciplinary approach including cellular and chromatin biology, advanced bioinformatics, targeted genome editing and nanotechnology, ....How enhancers regulate T cell differentiation and function. This project aims to identify the molecular mechanisms that regulate the activity of transcriptional enhancers needed for effective immune cell differentiation. Adaptive immune cell activation starts a programme of differentiation that acquires and maintains lineage-specific effector function. Using a multidisciplinary approach including cellular and chromatin biology, advanced bioinformatics, targeted genome editing and nanotechnology, this project expects to provide insights into non-coding regulatory element reprogramming and control of immune cell function and memory with implications for understanding general cellular differentiation.Read moreRead less