Prediction of phenotype for multiple traits from multi-omic data. This project aims to develop better methods for predicting traits in an individual based on their genome sequence. This method will be tested in agricultural animals and plants and in humans. The prediction formula is derived from a training dataset that has information on the traits and genome sequence of a sample of individuals. The prediction formula can then be applied to predict the trait in individuals where the trait is un ....Prediction of phenotype for multiple traits from multi-omic data. This project aims to develop better methods for predicting traits in an individual based on their genome sequence. This method will be tested in agricultural animals and plants and in humans. The prediction formula is derived from a training dataset that has information on the traits and genome sequence of a sample of individuals. The prediction formula can then be applied to predict the trait in individuals where the trait is unknown. This is useful for selecting the best parents for breeding in agriculture and for predicting the future phenotype of animals, crops and people. The proposed method uses data on very many traits to identify sequence variants that have a function and to predict the traits affected by each variant.Read moreRead less
Improving the efficiency of CRISPR gene editing in cells. Human red blood cells are well-characterised and the globin gene locus is a model system for the study of gene regulation. Gene editing technologies and delivery tools are evolving rapidly and the globin gene locus is the perfect model for gene editing optimisation. This collaboration between UNSW Sydney and CSL aims to bring together our combined expertise and new technologies to develop an optimal platform for genetic modification in a ....Improving the efficiency of CRISPR gene editing in cells. Human red blood cells are well-characterised and the globin gene locus is a model system for the study of gene regulation. Gene editing technologies and delivery tools are evolving rapidly and the globin gene locus is the perfect model for gene editing optimisation. This collaboration between UNSW Sydney and CSL aims to bring together our combined expertise and new technologies to develop an optimal platform for genetic modification in a red blood cell line. Simultaneously, this project aims to generate fundamental insights into mechanisms of human gene regulation. The technological and biological outcomes of this project will be of benefit for future gene editing applications.Read moreRead less
Metabolic control of gene expression networks and microbiome interactions. The proposal aims to advance our understanding of how metabolism (and resulting metabolites) regulate the expression of genes, and investigate how these processes dictate the interaction of microbiota with the immune system. The project is expected to generate transformative knowledge of gene regulation, a fundamental process for cellular function, and decipher how the microbiome yeast Candida albicans interacts with immu ....Metabolic control of gene expression networks and microbiome interactions. The proposal aims to advance our understanding of how metabolism (and resulting metabolites) regulate the expression of genes, and investigate how these processes dictate the interaction of microbiota with the immune system. The project is expected to generate transformative knowledge of gene regulation, a fundamental process for cellular function, and decipher how the microbiome yeast Candida albicans interacts with immune cells and bacteria. By utilising a powerful combination of molecular and systems biology with molecular genetics and imaging, the project outcomes should foster interdisciplinary collaborations and build capacity for fundamental and applied research to benefit academia and industry, locally and globally.Read moreRead less
Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings in ....Optimising disease surveillance to support decision-making. COVID-19 has demonstrated the critical role of epidemic data and analytics in guiding government response to pandemic threats, reducing disease and saving lives. The demand for epidemic analytics for response to threats of national significance will only grow. The goals of this project are to 1) determine the combination(s) of surveillance methods that provide the most useful data for epidemic analysis and 2) translate these findings into the blueprint for a next-generation infectious disease surveillance system for Australia. We will use a simulation-evaluation approach, coupling methods from infectious disease modelling with those from information theory optimal design. Outcomes will enable more tailored and effective pandemic response.Read moreRead less
The transcriptome dynamics that refine eukaryotic gene expression. This project aims to understand the fundamental mechanisms of gene expression control, by exploring how cells respond to acute perturbation with changes to RNA expression and processing. Unlike the static information encoded within the genome, the information encoded in its intermediary RNA, is transient, plastic and responsive to environmental and developmental cues. This project will use new technologies encompassing RNA-bioche ....The transcriptome dynamics that refine eukaryotic gene expression. This project aims to understand the fundamental mechanisms of gene expression control, by exploring how cells respond to acute perturbation with changes to RNA expression and processing. Unlike the static information encoded within the genome, the information encoded in its intermediary RNA, is transient, plastic and responsive to environmental and developmental cues. This project will use new technologies encompassing RNA-biochemistry, Next Generation Sequencing, and bioinformatics to answer long-standing questions in RNA processing. The project expects to significantly enhance our understanding of the mechanisms underpinning gene-expression control, benefitting Australia by positioning it as a world leader in the field of RNA Biology.Read moreRead less
Investigating non-canonical RNA processing in developing spermatids. RNA combines the information content of DNA and the physical properties of proteins. These features mean it's emerging as a major player for new knowledge; for answers to fundamental questions in biology, and for applications in biotechnology. This project aims to understand how non-canonical RNA processing events control gene expression. How mRNA is processed post-transcriptionally for selective storage, translation, stabilisa ....Investigating non-canonical RNA processing in developing spermatids. RNA combines the information content of DNA and the physical properties of proteins. These features mean it's emerging as a major player for new knowledge; for answers to fundamental questions in biology, and for applications in biotechnology. This project aims to understand how non-canonical RNA processing events control gene expression. How mRNA is processed post-transcriptionally for selective storage, translation, stabilisation or decay to control development. RNA-driven processes program morphogenesis and differentiation of spermatids, but via mechanisms only poorly understood. Uncovering the function of extensive cytoplasmic polyadenylation, which is essential for murine fertility, may fuel the next wave of RNA biotech applications. Read moreRead less
How does timing affect mammalian brain development and evolution? This project aims to generate fundamental knowledge on the origin of diversity in mammalian brain circuits by studying development of marsupials and rodents. The expected outcome is to elucidate how differences in the timing, rate and sequence of development of gene expression, cell differentiation and circuit formation can relate to the origin of key evolutionary innovations in the mammalian brain. The significance of understandi ....How does timing affect mammalian brain development and evolution? This project aims to generate fundamental knowledge on the origin of diversity in mammalian brain circuits by studying development of marsupials and rodents. The expected outcome is to elucidate how differences in the timing, rate and sequence of development of gene expression, cell differentiation and circuit formation can relate to the origin of key evolutionary innovations in the mammalian brain. The significance of understanding the dynamics of developmental systems that shape complex brain traits includes establishing new developmental paradigms in evolutionary theory, generating new tools to investigate and manipulate brain gene expression in vivo, and the potential discovery of the causes of neurodevelopmental dysfunction.Read moreRead less
Spatio-temporal activation of genes in cells and mice. This project aims to develop novel genetic methods and instrumentation for the local, rapid and reversible activation of genes in cells and mice. This project expects to generate highly innovative light- and sound-based technologies that will permit to study living systems on the gene-level with unprecedented precision. Expected outcomes include new research and technology capacity to broadly address fundamental biological questions and to c ....Spatio-temporal activation of genes in cells and mice. This project aims to develop novel genetic methods and instrumentation for the local, rapid and reversible activation of genes in cells and mice. This project expects to generate highly innovative light- and sound-based technologies that will permit to study living systems on the gene-level with unprecedented precision. Expected outcomes include new research and technology capacity to broadly address fundamental biological questions and to create new applied processes. This project intends to provide significant benefits, such as enhanced knowledge generation, multidisciplinary training opportunities and patentable technologies.Read moreRead less
Understanding co-activator function in transcriptional regulation. A change in gene expression underpins all cell fate decisions yet there is scant knowledge about how transcription factors (TF), the master regulators of transcription, specifically interact with some, but not all, transcription cofactors to nuance gene expression. Aims: Using innovative molecular technologies we will identify and characterise the shared and unique relationships between TF and cofactors. Significance: This study ....Understanding co-activator function in transcriptional regulation. A change in gene expression underpins all cell fate decisions yet there is scant knowledge about how transcription factors (TF), the master regulators of transcription, specifically interact with some, but not all, transcription cofactors to nuance gene expression. Aims: Using innovative molecular technologies we will identify and characterise the shared and unique relationships between TF and cofactors. Significance: This study is important to every biological process in plants and animals driven by a change in gene expression. Expected Outcomes: This study will increase our biological knowledge in transcription control. Benefit: The knowledge gained has future applications in genomics and broad implications for biotechnology and industry.Read moreRead less
Can we exploit mRNA modifications to control protein expression? Genes are encoded by DNA but are transcribed into a message called RNA before they can be translated into protein. RNA can be chemically modified at a gene-specific level, and this modification has been central to the success of RNA vaccines against COVID-19. Despite the importance of these modifications in cellular life and in biotechnology, the role of the most abundant RNA modifications is unclear. This project will investigate ....Can we exploit mRNA modifications to control protein expression? Genes are encoded by DNA but are transcribed into a message called RNA before they can be translated into protein. RNA can be chemically modified at a gene-specific level, and this modification has been central to the success of RNA vaccines against COVID-19. Despite the importance of these modifications in cellular life and in biotechnology, the role of the most abundant RNA modifications is unclear. This project will investigate how we can exploit RNA modifications to modulate protein expression in a tractable single-celled organism with a small genome, Plasmodium. This information is important because understanding gene regulation is fundamental to all life, and the role of RNA modifications is emerging as integral to biotechnology.Read moreRead less