Novel Statistical Methods For Genetic Epidemiology
Funder
National Health and Medical Research Council
Funding Amount
$481,505.00
Summary
We are in the midst of a genomics revolution that is transforming epidemiology, medicine and drug discovery. However, the scarcity of sophisticated statistical techniques to deal with the complicated problems inherent in genetic investigations of complex diseases is currently the critical factor limiting the success of human gene discovery programs. Statistical genetic methodology is currently one of the fastest developing areas of epidemiology. In information-intensive' areas such as genetic ep ....We are in the midst of a genomics revolution that is transforming epidemiology, medicine and drug discovery. However, the scarcity of sophisticated statistical techniques to deal with the complicated problems inherent in genetic investigations of complex diseases is currently the critical factor limiting the success of human gene discovery programs. Statistical genetic methodology is currently one of the fastest developing areas of epidemiology. In information-intensive' areas such as genetic epidemiology, genomics, and proteomics, there is a high demand for data analysis and statistical skills. WA has some world class expertise in statistical science, both in academia and in industry. However, this expertise has not yet been applied in a system way to genetic data analysis. We propose to undertake advanced methodological research in statistical genetics and bioinformatics, to produce easy-to-use and accessible software tools and resources that allow methodological advances to be accessed by the Australian research community, and to apply our new methods and tools both to specific disease research and to the developing human genome epidemiology (HuGE) enterprise in WA. These new initiatives in methodological research will draw together a number of currently separate research strands and will provide new tools and resources that will allow applied Australian programs to improve the efficiency of their research into the causes of important. Methodological development in both bioinformatics and statistical genetics are recognized international areas of need.Read moreRead less
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Imaging Mass Spectrometry (IMS), a peptide biomarker discovery tool using tissue. Cancer is the second most common cause of death in Australia. The newly developed technology of Imaging Mass Spectrometry for peptides in tissue has the potential to discover biomarkers for early diagnosis of cancer. This new technology could avoid a number of cancer deaths and reduce suffering of patients through earlier and better diagnosis.
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Functional proteomics of Giardia. This project will use the latest tools for dissecting and comparing genes and their protein products from one of the most common parasites infecting people, their pets, livestock and wildlife. This protozoan parasite Giardia is also of evolutionary and biological significance in terms of understanding the origin of higher animals from bacteria as well as fundamental questions about the parasitic way of life. Giardia proteins will be identified and characterised ....Functional proteomics of Giardia. This project will use the latest tools for dissecting and comparing genes and their protein products from one of the most common parasites infecting people, their pets, livestock and wildlife. This protozoan parasite Giardia is also of evolutionary and biological significance in terms of understanding the origin of higher animals from bacteria as well as fundamental questions about the parasitic way of life. Giardia proteins will be identified and characterised on the basis of their value in understanding disease processes and treatment, and by working with appropriate industry partners, proteins of commercial value will be exploited.Read moreRead less