Classification of Microarray Gene-Expression Data. The broad aim is to provide statistical methodology for the classification of microarray gene-expression data. Microarrays are part of a new biotechnology that allows the monitoring of expression levels for thousands of genes simultaneously. The explosion in microarrays has produced massive quantities of data that require new statistical techniques for analysis in order to exploit their enormous scientific potential. One of the main uses of ....Classification of Microarray Gene-Expression Data. The broad aim is to provide statistical methodology for the classification of microarray gene-expression data. Microarrays are part of a new biotechnology that allows the monitoring of expression levels for thousands of genes simultaneously. The explosion in microarrays has produced massive quantities of data that require new statistical techniques for analysis in order to exploit their enormous scientific potential. One of the main uses of the methodology to be developed is to expedite the discovery of new subclasses of diseases. Another is to provide prediction rules for the diagnosis and treatment of diseases.Read moreRead less
Sequencing the mammalian transcriptome in toto. The mammalian genome projects have provided a huge leap forward for biological research by giving the framework to study genes on a global scale. This project will provide human genome project scale information for every major tissue in mammals and will provide the research community with a world class resource to further genomic research. It will also investigate parts of gene regulation which have been invisible to researchers in the past. Discov ....Sequencing the mammalian transcriptome in toto. The mammalian genome projects have provided a huge leap forward for biological research by giving the framework to study genes on a global scale. This project will provide human genome project scale information for every major tissue in mammals and will provide the research community with a world class resource to further genomic research. It will also investigate parts of gene regulation which have been invisible to researchers in the past. Discovering these rules will provide novel insights in pathology with a genetic component and provide a further boost to biotechnological approaches to obtain expression of specific sets of genes in model systems. Read moreRead less
The Role of High-Frequency Antigenic Variation in The Pathogenesis of Mycoplasma infection. The main goal of the proposed project is to understand the molecular mechanisms of phase/antigenic variation and its effects on mycoplasma pathogenesis. In this context I will use the well-characterised Mycoplasma synoviae haemagglutinin, MSPA, to establish the role of its phase-variable expression in the type and extent of M. synoviae disease. Additionally, the relationship between MSPA phase variation a ....The Role of High-Frequency Antigenic Variation in The Pathogenesis of Mycoplasma infection. The main goal of the proposed project is to understand the molecular mechanisms of phase/antigenic variation and its effects on mycoplasma pathogenesis. In this context I will use the well-characterised Mycoplasma synoviae haemagglutinin, MSPA, to establish the role of its phase-variable expression in the type and extent of M. synoviae disease. Additionally, the relationship between MSPA phase variation and gene rearrangements in the MSPB-encoding gene will be elucidated. The results will contribute to our understanding of the pathogenesis of bacterial disease and of the evolution of pathogenic mechanisms in bacterial pathogens.Read moreRead less
Evolutionary algorithms for problems in functional genomics data analysis. Skin cancer has a high incidence in the Australian population. Schizophrenia is a psychiatric disorder that affects a significant proportion of the population worldwide. Both illnesses have genetic roots and can be triggered by environmental factors. We will uncover genetic relationship to disease and their responses to environmental conditions using computational methods and mathematical algorithms that can aid in the de ....Evolutionary algorithms for problems in functional genomics data analysis. Skin cancer has a high incidence in the Australian population. Schizophrenia is a psychiatric disorder that affects a significant proportion of the population worldwide. Both illnesses have genetic roots and can be triggered by environmental factors. We will uncover genetic relationship to disease and their responses to environmental conditions using computational methods and mathematical algorithms that can aid in the determination of function, especially in disease states. Understanding the complex genetic interactions that trigger these illnesses would give great benefits in preventive health care, skin cancer and schizophrenia genetic basis, and may lay the ground for building new methods for "personalized medicine".
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