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
Developing bioinformatics methods for single cell transcriptomics. This project aims to develop novel bioinformatics methods for single cell transcriptomic data that seek to model variability in cell populations. The project expects to generate new approaches using Bayesian statistics that will act as high-end enablers of discovery in transcriptional regulatory processes. Through an interdisciplinary combination of experimental and computational research, insights into fundamental biological pro ....Developing bioinformatics methods for single cell transcriptomics. This project aims to develop novel bioinformatics methods for single cell transcriptomic data that seek to model variability in cell populations. The project expects to generate new approaches using Bayesian statistics that will act as high-end enablers of discovery in transcriptional regulatory processes. Through an interdisciplinary combination of experimental and computational research, insights into fundamental biological processes will be elucidated, specifically the robustness of cellular systems. Expected outcomes include a suite of novel tools that will push the boundaries of current bioinformatics solutions with potential to deliver significant benefits to every domain of biological science, particularly tissue engineering and synthetic biology.Read moreRead less
The recirculation of myeloid dendritic cells. This project aims to understand dendritic cell recirculation. It will use virological tools to track dendritic cell migration, and identify key decision points. Expected outcomes include enhanced capacity in basic research and greater interdisciplinary collaboration between virology and immunology research groups. Significant benefits will include a new understanding of how G protein coupled receptor signalling and other tissue cues guide dendritic c ....The recirculation of myeloid dendritic cells. This project aims to understand dendritic cell recirculation. It will use virological tools to track dendritic cell migration, and identify key decision points. Expected outcomes include enhanced capacity in basic research and greater interdisciplinary collaboration between virology and immunology research groups. Significant benefits will include a new understanding of how G protein coupled receptor signalling and other tissue cues guide dendritic cell recirculation, and what consequences the recirculation has for immune cell function. This understanding will significantly advance our basic understanding of the immune system.Read moreRead less
Improving clostridial toxoid production through molecular fermentation maps. This project aims to improve vaccine production by generating detailed molecular maps of fermentation which will be used to design superior fermentation processes with reduced cost. Toxoid vaccines, used routinely in the livestock industry to prevent animal-disease caused by pathogenic Clostridia, are produced using batch fermentation processes. These processes have undergone limited optimisation over the past five deca ....Improving clostridial toxoid production through molecular fermentation maps. This project aims to improve vaccine production by generating detailed molecular maps of fermentation which will be used to design superior fermentation processes with reduced cost. Toxoid vaccines, used routinely in the livestock industry to prevent animal-disease caused by pathogenic Clostridia, are produced using batch fermentation processes. These processes have undergone limited optimisation over the past five decades. Low titres and frequent batch failures greatly affect capital use and represent a significant cost. In addition, current optimisation approaches are limited by the use of expensive and noisy endpoint assays. This project aims to use high-throughput chemistry (multi-omics) that overcome these limitations.Read moreRead less
ARC Centre of Excellence in Plant Cell Wall Biology. The ARC Centre for Plant Cell Wall Biology will define the regulatory mechanisms that control molecular, enzymic and cellular processes involved in the synthesis, deposition, re-modelling and depolymerisation of cell wall polysaccharides of cereals and grasses. Plant cell walls represent the world's largest renewable carbon resource, but the regulatory mechanisms responsible for their synthesis and assembly are not understood. Key distinguishi ....ARC Centre of Excellence in Plant Cell Wall Biology. The ARC Centre for Plant Cell Wall Biology will define the regulatory mechanisms that control molecular, enzymic and cellular processes involved in the synthesis, deposition, re-modelling and depolymerisation of cell wall polysaccharides of cereals and grasses. Plant cell walls represent the world's largest renewable carbon resource, but the regulatory mechanisms responsible for their synthesis and assembly are not understood. Key distinguishing features of the Centre will be the international, integrative, and multidisciplinary approach towards addressing major questions in plant biology, its strategy to leverage ARC funding, and its linkages with potential national and international end-users of the fundamental scientific discoveries.Read moreRead less
Computational systems biology: understanding mammalian cell fates using genome-scale network models. Mutations can disrupt the cellular networks that control normal development, causing cells to develop abnormally including in ways that lead to cancer. The project will analyse genome sequences from more than 700 pancreatic cancers and matched controls to precisely map the causative trail from mutations to disrupted networks to altered cell development.
The Systems Biochemistry of Adaptation in Cellular Protein Networks. A living cell must process and interpret a host of diverse signals using a complex network of interacting proteins inside the cell. The detailed molecular mechanisms by which cells exhibit adaptation to these signals remains a fundamental question in biology. This project aims to develop a novel mathematical framework for analysing the capacity of intracellular protein interactions to contribute to cellular adaptation, along ....The Systems Biochemistry of Adaptation in Cellular Protein Networks. A living cell must process and interpret a host of diverse signals using a complex network of interacting proteins inside the cell. The detailed molecular mechanisms by which cells exhibit adaptation to these signals remains a fundamental question in biology. This project aims to develop a novel mathematical framework for analysing the capacity of intracellular protein interactions to contribute to cellular adaptation, along with a novel methodology for validating mathematical models against experimental data. These innovations offer a completely fresh approach to identifying and modulating the adaptive capacities of living cells, which may contribute to overcoming the problem of drug resistance in future therapeutic development.
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Discovery Early Career Researcher Award - Grant ID: DE130101191
Funder
Australian Research Council
Funding Amount
$375,000.00
Summary
Formation of the osteocyte network in bone matrix. The formation of new bone, which occurs throughout life for bone renewal and acutely after fractures, entraps a network of cells that can detect micro-damage and direct repair mechanisms. Mathematical and computational methods will be used to understand how this network can lead to a self-detecting and self-repairing biomaterial.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE160100185
Funder
Australian Research Council
Funding Amount
$400,000.00
Summary
High throughput microbial microculture and single cell analysis facility. High throughput microbial microculture and single cell analysis facility:
To support the emerging research area of microbial heterogeneity and variation in response to conditions, this project aims to establish a facility centred on a 24-microbioreactor system for high throughput microbial culturing. This is designed to be connected to two complementary analysis techniques – flow cytometry and high resolution infra-red mi ....High throughput microbial microculture and single cell analysis facility. High throughput microbial microculture and single cell analysis facility:
To support the emerging research area of microbial heterogeneity and variation in response to conditions, this project aims to establish a facility centred on a 24-microbioreactor system for high throughput microbial culturing. This is designed to be connected to two complementary analysis techniques – flow cytometry and high resolution infra-red microscopy – for the non-destructive measurement of metabolic activities and mapping of constituents of whole cells. This would help us to determine the variation in response between organisms, to guide cell line development and process optimisation for a wide range of biotechnology applications. Expected outcomes may apply to Australia’s brewing, wine, food processing, aquaculture, biofuels, biomedical and biotechnology industries.Read moreRead less
Towards high efficiency biofuel systems: a molecular resolution three-dimensional atlas of the photosynthetic machinery of a high-efficiency green algae cell. Solar-powered single-cell green-algae systems represent a powerful and environmentally friendly biotechnology used to produce clean fuels, food and high value products. This project is focused on solving the three-dimensional structure of key components of the photosynthetic machinery to improve the efficiency and profitability of advance ....Towards high efficiency biofuel systems: a molecular resolution three-dimensional atlas of the photosynthetic machinery of a high-efficiency green algae cell. Solar-powered single-cell green-algae systems represent a powerful and environmentally friendly biotechnology used to produce clean fuels, food and high value products. This project is focused on solving the three-dimensional structure of key components of the photosynthetic machinery to improve the efficiency and profitability of advance microalgae production systems.Read moreRead less