Discovery Early Career Researcher Award - Grant ID: DE170100759
Funder
Australian Research Council
Funding Amount
$372,000.00
Summary
Trans-omic networks: A machine learning and omics integration approach. This project aims to map and model ‘trans-omic’ networks that cut through omic layers using machine learning and multi-omic data integration. Global networks regulated by molecular programs, including signalling, epigenetic, transcriptional and translational regulation, orchestrate cellular functions. Technological advances can profile these molecular programmes, giving rise to various ‘omics’. However, data generated from e ....Trans-omic networks: A machine learning and omics integration approach. This project aims to map and model ‘trans-omic’ networks that cut through omic layers using machine learning and multi-omic data integration. Global networks regulated by molecular programs, including signalling, epigenetic, transcriptional and translational regulation, orchestrate cellular functions. Technological advances can profile these molecular programmes, giving rise to various ‘omics’. However, data generated from each omic layer are predominantly analysed separately owing to their heterogeneity. To understand cellular functions in its entirety, it is essential to interpret omic data across multiple omic layers. Applying this project’s methods is expected to improve use of omics data and fundamental molecular programs.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE220100964
Funder
Australian Research Council
Funding Amount
$443,869.00
Summary
Statistical approaches for spatial genomics at single cell resolution. Cells cooperate to form complex, dynamic and varied tissue structures. This project aims to develop statistical and computational approaches to analyse spatial genomics data, a novel technology that retains vital spatial information at single cell resolution while detecting RNA molecules for hundreds of genes. Observing the molecular activity of cells in their spatial context is critical for tackling key biological questions, ....Statistical approaches for spatial genomics at single cell resolution. Cells cooperate to form complex, dynamic and varied tissue structures. This project aims to develop statistical and computational approaches to analyse spatial genomics data, a novel technology that retains vital spatial information at single cell resolution while detecting RNA molecules for hundreds of genes. Observing the molecular activity of cells in their spatial context is critical for tackling key biological questions, such as how tumour cells behave during malignancy or how stem cells determine their fate. Expected outcomes also include techniques to fully harmonise spatial and non-spatial genomics datasets, and methods toward understanding the complex relationships among cells in their environment, revealing novel cell biology.Read moreRead less
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE120100224
Funder
Australian Research Council
Funding Amount
$250,000.00
Summary
Multi-mode fluorescence microscope for visualising the dynamics of cellular processes at the single-molecule level. Fluorescence is the emission of light by a substance that has absorbed light of a different wavelength. This fluorescence microscopy facility will allow the visualisation of the dynamic processes that define life at the molecular level. This insight will help us understand cellular function and how it is impaired in various diseases including cancer and neurodegenerative disorders ....Multi-mode fluorescence microscope for visualising the dynamics of cellular processes at the single-molecule level. Fluorescence is the emission of light by a substance that has absorbed light of a different wavelength. This fluorescence microscopy facility will allow the visualisation of the dynamic processes that define life at the molecular level. This insight will help us understand cellular function and how it is impaired in various diseases including cancer and neurodegenerative disorders such as Parkinson’s and Alzheimer’s disease.Read moreRead less
Uncovering novel metabolic processes in eukaryotic cells. This project aims to investigate the origin and function of the large number of chemically undefined metabolites that occur in all cells. The project will utilise advanced analytical techniques, as well as computational and genetic approaches, to characterise the chemical structures of these metabolites and identity the enzymes involved in their synthesis and degradation. It will provide new information on the metabolic capacity of eukary ....Uncovering novel metabolic processes in eukaryotic cells. This project aims to investigate the origin and function of the large number of chemically undefined metabolites that occur in all cells. The project will utilise advanced analytical techniques, as well as computational and genetic approaches, to characterise the chemical structures of these metabolites and identity the enzymes involved in their synthesis and degradation. It will provide new information on the metabolic capacity of eukaryotic cells and allow the generation of more accurate models of metabolism. These outcomes have important biotechnology applications and will identify metabolic processes that underpin normal and disease states in animals and human cells.Read moreRead less
Molecular mechanisms of mechanosensation and shape regulation in cells. This project aims to explore how cells physically sense and respond to the surrounding environment on a molecular level. Physical distortion of erythrocytes doubles their glucose consumption and increases cation membrane flux five-fold. This mechanism involves opening of the mechanosenstive ion channel Piezo1. This project will include a kinetic description of these phenomena, with a goal to establish a predictive mathematic ....Molecular mechanisms of mechanosensation and shape regulation in cells. This project aims to explore how cells physically sense and respond to the surrounding environment on a molecular level. Physical distortion of erythrocytes doubles their glucose consumption and increases cation membrane flux five-fold. This mechanism involves opening of the mechanosenstive ion channel Piezo1. This project will include a kinetic description of these phenomena, with a goal to establish a predictive mathematical model of the regulation of cell-shape and volume. The project will provide an understanding of mechanisms operating when cells and tissues are succumbing to trauma and invasion, and how to control these processes on a molecular level.Read moreRead less
A new chemotherapeutic target from Leishmania SPP. Understanding and inhibiting CYP61LD, a sterol C22 desaturase. Leishamniasis is a debilitating and often fatal disease that is caused by a parasite, Leishmania sp., which is increasing its range to include Australia. This project aims to explore possible chemotherapeutics for the disease which inhibit a particular and unique enzyme the organism uses to synthesise the sterols it requires to live.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE210100166
Funder
Australian Research Council
Funding Amount
$626,800.00
Summary
High-throughput camera system for biological cryo-electron microscopy. Visualising the structure of biological macromolecules such as proteins and other subcellular components is critical to understand the fundamentals of life. The integration of the Gatan K3 high-throughput camera system with one of the most advanced cryo-electron microscopy facilities in Australia and the Southern Hemisphere will transform the capacity of Australian researchers to study the world around us at the molecular det ....High-throughput camera system for biological cryo-electron microscopy. Visualising the structure of biological macromolecules such as proteins and other subcellular components is critical to understand the fundamentals of life. The integration of the Gatan K3 high-throughput camera system with one of the most advanced cryo-electron microscopy facilities in Australia and the Southern Hemisphere will transform the capacity of Australian researchers to study the world around us at the molecular detail needed to advance innovative research. The addition of this equipment to the University of Wollongong's research facility Molecular Horizons will result in a step change in the areas of bionanotechnology, advanced manufacturing, diagnostics, and many other areas at the interface of biology, chemistry and physics.Read moreRead less
Metalloproteomics: A new piece of the systems biology puzzle. Systems biology uses advanced analytical technology to study the complex chemistry of the living cell. Many cellular functions are the result of chemical reactions involving metalloproteins, which are notoriously difficult to study due to the weak bonds between metal and protein that is not normally amenable to traditional proteomic approaches. In partnership with the leading analytical manufacturer Agilent Technologies, this project ....Metalloproteomics: A new piece of the systems biology puzzle. Systems biology uses advanced analytical technology to study the complex chemistry of the living cell. Many cellular functions are the result of chemical reactions involving metalloproteins, which are notoriously difficult to study due to the weak bonds between metal and protein that is not normally amenable to traditional proteomic approaches. In partnership with the leading analytical manufacturer Agilent Technologies, this project aims to adapt and apply advanced mass spectrometry to the study of metalloproteins, developing new methods for studying hundreds of molecules in single experiments. Using the C. elegans model organism the project aims to showcase the importance of metals in biology and develop new solutions for the $2.9 billion proteomics industry.Read moreRead less
Multi-functional probes for global analysis of proteome stress in cells. This project aims to create a suite of multi-functional chemical probes to identify damaged proteins that undergo unfolding or specific modifications in cells under stress. These probes will not only generate fluorescence responses to reflect on protein quality control capacity but allow associated proteins and their networks to be identified in complex cellular environments, which is difficult to achieve by current methods ....Multi-functional probes for global analysis of proteome stress in cells. This project aims to create a suite of multi-functional chemical probes to identify damaged proteins that undergo unfolding or specific modifications in cells under stress. These probes will not only generate fluorescence responses to reflect on protein quality control capacity but allow associated proteins and their networks to be identified in complex cellular environments, which is difficult to achieve by current methods. The expected outcome is to deliver new methodology for a comprehensive understanding of the correlation between quality control machinery, stress responses and cell functions. This should provide significant benefits, including contributing to fundamental knowledge on the molecular causes of neurodegenerative diseases.Read moreRead less
Imaging the action of antimicrobial peptides in living cells. The purpose of this project to use a special magnifying glass to watch molecules invading and killing cells. The outcome will be to identify the mechanism of cell killing to help in the future design of better antibiotics.