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
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE130100210
Funder
Australian Research Council
Funding Amount
$350,000.00
Summary
In-vivo, high-resolution, whole animal imaging . The purchase of state-of-the-art live-animal imaging equipment for use by researchers at The Australian National University and The University of New South Wales. This equipment will aid the study of many aspects of normal biology and disease including cancer, inflammation, autoimmune diseases and blood vessel disorders.
microRNAs and the control of T lymphocyte differentiation, function and malignant transformation. The molecular mechanism of the immune system is not completely understood. This project will investigate how transcription factors and microRNAs, two major types of regulatory molecules work together to control immune responses. The results from this research will assist in the design of better vaccination strategies and treat certain lymphomas.
The role of Roquin in microRNA function and decay. The aim of this study is to understand how microRNAs (newly discovered genetic components that control cell growth and survival) function and are regulated. The expected discoveries will help understand how common cancers including breast cancer and autoimmune diseases emerge, and will help develop cutting edge genetic technologies.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE110100078
Funder
Australian Research Council
Funding Amount
$500,000.00
Summary
Establishment of a comprehensive regional biophysical analysis facility. Interactions between molecules are needed for cells to function correctly. This facility will permit comprehensive molecular characterisation as well as research into the fundamentals of how molecules interact.