Genetical Genomics of Mutational Variance. Mutation is the ultimate source of all genetic variation. Understanding the nature of mutation, its frequency, the distribution of effects, and the forces of selection that remove mutational load from populations is therefore a central concern of genetics. The accumulation of mutational load both in endangered species and human populations, where the natural forces of selection tend not to operate, has the potential to create serious problems in these p ....Genetical Genomics of Mutational Variance. Mutation is the ultimate source of all genetic variation. Understanding the nature of mutation, its frequency, the distribution of effects, and the forces of selection that remove mutational load from populations is therefore a central concern of genetics. The accumulation of mutational load both in endangered species and human populations, where the natural forces of selection tend not to operate, has the potential to create serious problems in these populations. The goal is to understand what types of mutations are targeted by selection at the gene expression level and why.Read moreRead less
RNA-based analysis for prediction of islet death in diabetes. Death of insulin-producing cells is a common feature in diabetes. Presently, a blood glucose test remains the only blunt instrument to diagnose diabetes. The RNA-based analysis for prediction of islet death in diabetes (RAPID) study links with eight clinical trials to test this newly developed non-invasive assay for predicting diabetes. Early diagnosis will help to reduce diabetic complications in later life.
Synthetic genes as reference standards for biology and biomanufacture. Reference standards are needed to improve the measurement of biology and the reliability of biomanufacturing processes. This project aims to engineer synthetic genes capable of acting as reference standards for DNA, RNA and protein. The synthetic genes can be transcribed into mRNA standards, and translated into protein standards, and be further integrated into living cells to measure internal cellular processes.
The outcomes ....Synthetic genes as reference standards for biology and biomanufacture. Reference standards are needed to improve the measurement of biology and the reliability of biomanufacturing processes. This project aims to engineer synthetic genes capable of acting as reference standards for DNA, RNA and protein. The synthetic genes can be transcribed into mRNA standards, and translated into protein standards, and be further integrated into living cells to measure internal cellular processes.
The outcomes include a unified understanding of gene expression and more accurate next-generation sequencing and mass-spectrophotometry technologies. The synthetic genes also allow standardisation and optimisation of biomanufacturing processes that will produce mRNA and biologics products at a higher purity and lower cost.Read moreRead less
Decoding miRNA regulated genetic circuits. This project will aim to develop a much better understanding of how the process of making proteins from genes is regulated, and will develop scientific software capable of predicting how a cell will respond to changes in this regulation. The results will have widespread use, including assistance in deciding the best treatments for genetic diseases.
Genomics of temperature response in plants. Climate change is predicted to have negative impacts on Australian agriculture. This project will use genomic tools to uncover biological mechanisms for plant response to temperature that will help design crop varieties that are more tolerant to higher temperatures.
Deciphering the genetic architecture of human complex traits. This project aims to develop statistical methods to integrate data from genetic studies of complex traits such as stature and cognition. Molecular phenotypes such as gene expression in large samples will be used to predict target genes and regulatory elements of those traits. Understanding the genetic basis of human complex traits is critical to longstanding questions in human and evolutionary biology. The project will also detect sig ....Deciphering the genetic architecture of human complex traits. This project aims to develop statistical methods to integrate data from genetic studies of complex traits such as stature and cognition. Molecular phenotypes such as gene expression in large samples will be used to predict target genes and regulatory elements of those traits. Understanding the genetic basis of human complex traits is critical to longstanding questions in human and evolutionary biology. The project will also detect signatures of natural selection in shaping the genetic variation in complex traits. The project will provide better understanding of complex traits in global populations and the history of human evolution, and will develop methods applicable in plant and animal contexts.Read moreRead less
Peptides and Proteins for Fighting Pests and Protecting the Environment. This project aims to use peptides and proteins to fight pests and protect the environment, which is significant because current practices have unintended harmful effects and are unsustainable. Achieving these aims must first involve scientific development of ecofriendly lead molecules. This project will develop platform technologies for the design of bioactive peptides or proteins based on molecules used naturally for highl ....Peptides and Proteins for Fighting Pests and Protecting the Environment. This project aims to use peptides and proteins to fight pests and protect the environment, which is significant because current practices have unintended harmful effects and are unsustainable. Achieving these aims must first involve scientific development of ecofriendly lead molecules. This project will develop platform technologies for the design of bioactive peptides or proteins based on molecules used naturally for highly selective functions in communication and defence. Expected outcomes include novel peptide and protein leads and improved strategies for developing them, which will lead to new and safer ways of protecting biodiversity and food security that are expected to reduce our environmental footprint and bring economic benefits.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
Why certain viruses don't get along in mosquitoes. The molecular mechanism. The overall goal of this project is to obtain an understanding of how certain insect-only viruses make mosquitoes incapable of transmitting diseases. These viruses, called insect-specific flaviviruses, can be employed as biocontrol agents for mosquito-borne human and veterinary diseases. However as it is currently unknown how exactly they affect mosquitoes, the safety and efficacy of their use can't be predicted. The pro ....Why certain viruses don't get along in mosquitoes. The molecular mechanism. The overall goal of this project is to obtain an understanding of how certain insect-only viruses make mosquitoes incapable of transmitting diseases. These viruses, called insect-specific flaviviruses, can be employed as biocontrol agents for mosquito-borne human and veterinary diseases. However as it is currently unknown how exactly they affect mosquitoes, the safety and efficacy of their use can't be predicted. The proposed project will dissect the very intricate mechanisms of interactions between insect-specific flaviviruses and mosquitoes and explain how exactly they prevent disease transmission. It should generate novel fundamental knowledge, implement innovative methodologies and provide training for students and junior scientist. Read moreRead less
Systematic prioritisation of action for confronting invasive vertebrates in Australia. This project will use novel scientific approaches to effectively prioritise action for mitigating the threats invasive vertebrate pests pose to humans and to biodiversity in Australia. Results will inform policy and management, substantially advancing our understanding of the key factors shaping spatial invasion sources, hotspots, drivers and impact.