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The systems biology of stem cells. Using new bioinformatic methods, this project aims to identify new classifiers of different stem cell populations, develop statistical models that address population heterogeneity and provide molecular predictors of the differentiation potential of stem cells. Understanding, predicting and directing the processes of differentiation are major goals in the disciplines of stem cell biology, developmental biology, tissue engineering and regenerative medicine. Molec ....The systems biology of stem cells. Using new bioinformatic methods, this project aims to identify new classifiers of different stem cell populations, develop statistical models that address population heterogeneity and provide molecular predictors of the differentiation potential of stem cells. Understanding, predicting and directing the processes of differentiation are major goals in the disciplines of stem cell biology, developmental biology, tissue engineering and regenerative medicine. Molecular atlas projects have successfully revealed rules of genome output and regulation, by mining patterns that are evident across multiple cell types and datasets. By applying this philosophy to relevant, well-curated stem cell experiments, this project aims to create new methods for the integration and interrogation of smaller individual datasets. These methods should have broad utility and enable new avenues in tissue engineering.Read moreRead less
Untangling the plant Golgi apparatus: Functional proteomics to understand plant cell wall biosynthesis. The plant cell wall determines plant morphology and structure. It is also a major factor in food quality, and it is used as forage and is the raw material for a range of industries. A significant proportion of the cell wall is synthesised in a poorly studied cellular compartment known as the Golgi apparatus. This project intends to exploit unique isolation and analytical techniques in conjunct ....Untangling the plant Golgi apparatus: Functional proteomics to understand plant cell wall biosynthesis. The plant cell wall determines plant morphology and structure. It is also a major factor in food quality, and it is used as forage and is the raw material for a range of industries. A significant proportion of the cell wall is synthesised in a poorly studied cellular compartment known as the Golgi apparatus. This project intends to exploit unique isolation and analytical techniques in conjunction to further profile and characterise this structure in order to uncover new information about the complex interplay of components involved in plant cell wall biosynthesis. This information will be used to support approaches to manipulate cell walls to produce plant biomass optimised for agricultural and industrial applications.Read moreRead less
Understanding the robustness and plasticity of metabolite concentrations. This project aims to further the understanding of how organisms mitigate the effects of changing environment by altering metabolite concentrations, important for food quality, energetics, and health. Through this understanding, the project provides the potential to precisely tailor metabolic intervention strategies, highly beneficial for applied sciences. The expected outcome of the project is a suite of computational appr ....Understanding the robustness and plasticity of metabolite concentrations. This project aims to further the understanding of how organisms mitigate the effects of changing environment by altering metabolite concentrations, important for food quality, energetics, and health. Through this understanding, the project provides the potential to precisely tailor metabolic intervention strategies, highly beneficial for applied sciences. The expected outcome of the project is a suite of computational approaches that allow for integration of large-scale data with networks to predict metabolite concentration ranges. This will provide significant benefit with the aim of maintaining outstanding research in Australia, and has clear potential for improved human health and enhanced food quality via metabolic reprogramming.Read moreRead less
Developing methods for the analysis of massively parallel sequencing data in family studies. This project will develop analytical methods to use the latest, high-throughput method of generating sequencing data, i.e. the letters of the human genome alphabet. These tools will be used to identify the causal mutations in families with inherited disorders, leading to diagnostic tests for these families.
Coupling biophotonic modalities with machine based recognition systems for disease diagnosis. This project will develop new ways to diagnose canine cancer, malaria and atherosclerosis using infrared-based technology and sophisticated pattern recognition techniques in the hope to discover infrared biomarkers that will lead to early diagnosis of the disease and ultimately save lives.
Next-generation techniques for analysing massive data sets. To process enormous amounts of data, leading computing companies are turning to modern computing frameworks, for which little theory of efficient computational techniques has been developed. This project will resolve key theoretical questions and provide fast techniques for poorly understood pattern recognition and bioinformatics problems.
Understanding the determinants of age-related muscle wasting in females . This project aims to investigate the fundamental mechanisms underlying age-related muscle wasting in females. Females live longer than males and are more susceptible to the consequences of muscle ageing. Yet, our current knowledge is overwhelmingly inferred from findings from male cohorts. By comprehensively mapping the functional, molecular and epigenetic mechanisms of ageing in female muscle, this project will generate n ....Understanding the determinants of age-related muscle wasting in females . This project aims to investigate the fundamental mechanisms underlying age-related muscle wasting in females. Females live longer than males and are more susceptible to the consequences of muscle ageing. Yet, our current knowledge is overwhelmingly inferred from findings from male cohorts. By comprehensively mapping the functional, molecular and epigenetic mechanisms of ageing in female muscle, this project will generate new, fundamental knowledge that will allow a unique interpretation of previous research through a sex-specific lens. This knowledge will contribute to better inform sex-specific models of research and practice in the future, ultimately delivering economic and social benefits for Australia and international communities.Read moreRead less
Cellular Organisation of Protective Immune Responses. Our immune system consists of a task force of white blood cells that coordinate to defeat invading pathogens. Research has revealed a cell receptor, CXCR3, controls immune cell interactions, which determine immune control and protection during initial cell activation and viral infection. This project will use a multi-disciplinary approach combining viral immunology, unique mouse models, advanced imaging, and bioinformatic analyses to dissect ....Cellular Organisation of Protective Immune Responses. Our immune system consists of a task force of white blood cells that coordinate to defeat invading pathogens. Research has revealed a cell receptor, CXCR3, controls immune cell interactions, which determine immune control and protection during initial cell activation and viral infection. This project will use a multi-disciplinary approach combining viral immunology, unique mouse models, advanced imaging, and bioinformatic analyses to dissect the cellular conversations that underpin immune protection. Revealing the mechanisms of cellular interactions during an immune response will have a major impact on development of targeted vaccines, and therapeutics (particularly for chronic infections and cancer), which are major health burdens.Read moreRead less
Understanding the biogenesis of exosomes. This project aims to understand how exosomes are made in human cells. Exosomes are small packages that are released by cells, which mediate communication between cells. Currently, very little is known about how exosomes are made within a cell. This project expects to identify key proteins that are involved in the production of exosomes and to understand exosomes synthesis, thereby expanding our knowledge on how cells regulate communication signals. Disse ....Understanding the biogenesis of exosomes. This project aims to understand how exosomes are made in human cells. Exosomes are small packages that are released by cells, which mediate communication between cells. Currently, very little is known about how exosomes are made within a cell. This project expects to identify key proteins that are involved in the production of exosomes and to understand exosomes synthesis, thereby expanding our knowledge on how cells regulate communication signals. Dissecting how exosomes are produced at the fundamental level will provide significant benefits such as a deeper understanding of how cells maintain normal cellular functions.Read moreRead less
Unraveling the chromatin networks that control T lymphocyte differentiation. The development of T cell responses is essential for fighting infection but in some cases T cells can also cause allergy and autoimmune diseases. Previous research has shown by understanding the complex chromatin circuitry that underlie T cell function, therapies can be designed to rewire harmful T cells. This project will use a multi-disciplinary approach that combines expertise in cutting-edge molecular techniques wit ....Unraveling the chromatin networks that control T lymphocyte differentiation. The development of T cell responses is essential for fighting infection but in some cases T cells can also cause allergy and autoimmune diseases. Previous research has shown by understanding the complex chromatin circuitry that underlie T cell function, therapies can be designed to rewire harmful T cells. This project will use a multi-disciplinary approach that combines expertise in cutting-edge molecular techniques with unique mouse models and bioinformatics to develop a fundamental understanding of the chromatin architecture and epigenetic networks that control important steps of T cell differentiation during development, allergy and infection.Read moreRead less