Decoding regulatory RNA function in bacteria. All complex biological processes in bacterial cells appear to utilise regulatory small RNAs to control gene expression, but we lack a systems-level understanding of their functions and mechanisms of control. This proposal aims to address this fundamental knowledge gap using machine learning and cutting-edge, systems-level techniques to determine how small RNA sequence and structure determines function. Small RNAs have been found to control a broad ra ....Decoding regulatory RNA function in bacteria. All complex biological processes in bacterial cells appear to utilise regulatory small RNAs to control gene expression, but we lack a systems-level understanding of their functions and mechanisms of control. This proposal aims to address this fundamental knowledge gap using machine learning and cutting-edge, systems-level techniques to determine how small RNA sequence and structure determines function. Small RNAs have been found to control a broad range of traits including metabolism, biofilm formation, antibiotic tolerance, and virulence. The work proposed here will enhance our ability to predict and control bacterial gene expression with potential future impacts on bioproduction, synthetic biology, and veterinary and medical microbiology.Read moreRead less
Investigating the biogenesis and function of circular RNAs in the brain. Circular RNAs (circRNAs) are e a novel class of RNA molecules produced in a wide spectrum of eukaryotic organisms, from yeast to humans. Their expression is particularly high in the nervous system in the fruit fly, mouse and humans. What mechanisms are responsible for the tissue-specific enrichment of circular RNA expression? What are the consequences of circular RNA production on gene expression? The overall goal of the pr ....Investigating the biogenesis and function of circular RNAs in the brain. Circular RNAs (circRNAs) are e a novel class of RNA molecules produced in a wide spectrum of eukaryotic organisms, from yeast to humans. Their expression is particularly high in the nervous system in the fruit fly, mouse and humans. What mechanisms are responsible for the tissue-specific enrichment of circular RNA expression? What are the consequences of circular RNA production on gene expression? The overall goal of the proposed project is to elucidate these important aspects of circRNA biogenesis. Specifically, the project aims to (a) discover proteins that regulate circRNA expression, (b) elucidate how circRNA expression interacts with alternative splicing, and (c) identify circular RNAs that play regulatory roles in gene expression. Read moreRead less
Understanding protein-nucleic-acid interaction networks in cold-adapted archaea. The aim of this project is to learn how microorganisms can function effectively in naturally cold environments. Results will determine how important cellular processes occur when microorganisms grow in the cold, and hence why they are able to maintain a natural balance in ecosystems such as Antarctica.
Face-space: linking three-dimensional shape and human perception across changing viewing conditions. People, and increasingly machines, use faces to identify and interact with people. One source of information available for this is the three-dimensional (3D) shape of the face. This information, unlike a photograph, does not change with lighting and viewpoint. This project will link measurements of face shape to the perceived similarities and differences between faces we use to make decisions. ....Face-space: linking three-dimensional shape and human perception across changing viewing conditions. People, and increasingly machines, use faces to identify and interact with people. One source of information available for this is the three-dimensional (3D) shape of the face. This information, unlike a photograph, does not change with lighting and viewpoint. This project will link measurements of face shape to the perceived similarities and differences between faces we use to make decisions. This will facilitate the use of 3D databases in diverse applications including establishing identity, making facial reconstructions of victims of crime or disaster, making databases searchable, computer animation, archaeology, and plastic surgery. In particular the work will make physical databases relevant to human perception. Read moreRead less
Genetic variation of single cell transcriptional heterogeneity in HiPSCs. This project aims to investigate whether induced pluripotent stem cells (iPSC) can be used to study the functions of genetic variants associated with human phenotypes and cell fate decisions. The project will utilise technology to produce single cell RNA sequence data for 100,000s of cells. By sequencing individual cells, the genetic control of cellular heterogeneity both within and between cells can be identified, and in ....Genetic variation of single cell transcriptional heterogeneity in HiPSCs. This project aims to investigate whether induced pluripotent stem cells (iPSC) can be used to study the functions of genetic variants associated with human phenotypes and cell fate decisions. The project will utilise technology to produce single cell RNA sequence data for 100,000s of cells. By sequencing individual cells, the genetic control of cellular heterogeneity both within and between cells can be identified, and in doing so, will provide significant benefit by revealing the potential for iPSC to be used for functional translation of human genomics.Read moreRead less
Risk, Urban Fire Protection and Security Networks. Urban fire prevention is a critical field for public security and economic development. As such, it has always been shaped by factors beyond those of simple technological growth. These include major unanticipated events and the responses to them by many state and non-state agencies with divergent interests and knowledge bases. By analysing the resulting 'technological politics', the project will examine the ways in which this strategic field ....Risk, Urban Fire Protection and Security Networks. Urban fire prevention is a critical field for public security and economic development. As such, it has always been shaped by factors beyond those of simple technological growth. These include major unanticipated events and the responses to them by many state and non-state agencies with divergent interests and knowledge bases. By analysing the resulting 'technological politics', the project will examine the ways in which this strategic field has taken on a risk-based preventative orientation. This will contribute new perspectives and considerations for the assessment and development of fire prevention and urban security in the 21st century.Read moreRead less
Vertically integrated statistical modelling in multi-layered omics studies. This project will develop an adaptive statistical modelling framework that uses information from many omics data to discover a collection of stable and clinically significant biomarkers. Results will enable researchers to better understand the underlying biological system of complex diseases such as cancer, Alzheimer and diabetes.
How to build the head: A molecular mechanistic insight. This project aims to gain an insight into the functional output of the gene regulatory network and the molecular determinants that are critical for the formation of the head. Genome-wide sequencing technologies are employed to identify the ensemble of genes that are regulated by Lhx1. By a combination of bioinformatics analysis and a system biology approach, the project aims to build a model of the network of the interacting genes for head ....How to build the head: A molecular mechanistic insight. This project aims to gain an insight into the functional output of the gene regulatory network and the molecular determinants that are critical for the formation of the head. Genome-wide sequencing technologies are employed to identify the ensemble of genes that are regulated by Lhx1. By a combination of bioinformatics analysis and a system biology approach, the project aims to build a model of the network of the interacting genes for head development, and to characterise the function of selected components of this network to refine its architecture and define the dynamics of the network. The knowledge may improve our understanding of the molecular mechanism underpinning the naturally-occurring variation in the forms of major body parts, and of how genes and signals work cooperatively to build an embryo.Read moreRead less
Photosynthetic traits as “key performance indicators” of coral health. The objective of this project is to advance knowledge on the healthy functioning of the coral–algal symbiosis, which defines the response of coral reef ecosystems to worldwide environmental change. Current approaches to address this problem have linked coral health to algal symbiont diversity but have been unable to resolve the fundamental symbiont functional traits that govern this link – the “key performance indicators (KPI ....Photosynthetic traits as “key performance indicators” of coral health. The objective of this project is to advance knowledge on the healthy functioning of the coral–algal symbiosis, which defines the response of coral reef ecosystems to worldwide environmental change. Current approaches to address this problem have linked coral health to algal symbiont diversity but have been unable to resolve the fundamental symbiont functional traits that govern this link – the “key performance indicators (KPIs)”. This project plans to couple advanced physiological and functional genomics techniques to transform our understanding of how algal symbiont metabolic KPIs regulate coral growth and stress susceptibility. This may provide new diagnostic capability for the assessment of coral health and may enable us to improve coral reef ecosystem management.Read moreRead less
Silencing the X chromosome: why and how. The project aims to understand why we have X chromosome inactivation, and examine the fundamental molecular mechanisms of how it is achieved. The project will explore RNA-mediated epigenetic modification of whole chromosomes with innovative molecular methods in placental mammals, and also iconic Australian mammals, to transform our understanding of X chromosome inactivation. Further understanding whole chromosome silencing, will inform future research int ....Silencing the X chromosome: why and how. The project aims to understand why we have X chromosome inactivation, and examine the fundamental molecular mechanisms of how it is achieved. The project will explore RNA-mediated epigenetic modification of whole chromosomes with innovative molecular methods in placental mammals, and also iconic Australian mammals, to transform our understanding of X chromosome inactivation. Further understanding whole chromosome silencing, will inform future research into potential therapies for chromosomal trisomies.Read moreRead less