High-throughput genetic assays are commonly used to study the molecular basis of disease and such technology requires sophisticated data analysis methods that account for significant biological and experimental complexity. Specialized methods will be developed in free public software that will greatly benefit future genetic profiling studies.
A cellular hub for the organisation of T cell priming. This project aims to delineate the cellular interactions involved in the initiation of immune responses by utilising advanced in vivo imaging. Adaptive immunity in vertebrates functions via the acquisition of signals by immune cells via complex interactions with other immune cells, yet these exchanges are difficult to observe and define. This project expects to provide insights into the mechanisms that underpin effective cell-mediated immune ....A cellular hub for the organisation of T cell priming. This project aims to delineate the cellular interactions involved in the initiation of immune responses by utilising advanced in vivo imaging. Adaptive immunity in vertebrates functions via the acquisition of signals by immune cells via complex interactions with other immune cells, yet these exchanges are difficult to observe and define. This project expects to provide insights into the mechanisms that underpin effective cell-mediated immune responses. The expected outcomes are to generate fundamental new knowledge about immune responses and enhance capacity to study the immune system. This could benefit future development of new vaccines and therapies to improve health.Read moreRead less
Defining the immunological roles of stromal cells within lymphoid tissues. The populations of endothelial and mesenchymal cells that construct the lymphoid tissues are being revealed as key players in the priming and orchestration of immune responses. Yet, fundamental knowledge of the molecular makeup and the functions of these stromal cells, particularly their roles in immune responses, is sorely lacking. This project will utilise a multidisciplinary approach including advanced imaging and bioi ....Defining the immunological roles of stromal cells within lymphoid tissues. The populations of endothelial and mesenchymal cells that construct the lymphoid tissues are being revealed as key players in the priming and orchestration of immune responses. Yet, fundamental knowledge of the molecular makeup and the functions of these stromal cells, particularly their roles in immune responses, is sorely lacking. This project will utilise a multidisciplinary approach including advanced imaging and bioinformatics to dissect the functions of the lymphoid stromal cells and their roles in the swelling of lymphoid tissues during immune responses. This will provide vital information about the biology of these understudied cells and reveal the ways in which they support the generation of immunity.Read moreRead less
Computational Reconstruction And Validation Of A Gene Regulatory Network Controlling Differentiation Of B Cells To Antibody-secreting Plasma Cells
Funder
National Health and Medical Research Council
Funding Amount
$618,152.00
Summary
Regulation of B cell differentiation, which occurs when our body responds to antigen infection is tightly controlled by a gene regulatory network. This project will be the first study to reconstruct a regulatory network for this process by using genome-wide expression and transcription factor binding data. The research finding from this study will elucidate the molecular mechanisms regulating this process and will shed new light on how this network is altered in lymphoma and myeloma.
Discovery Early Career Researcher Award - Grant ID: DE190100116
Funder
Australian Research Council
Funding Amount
$415,737.00
Summary
Cell types and cell states revealed by single-cell regulatory networks. This project aims to use single-cell gene regulation networks to predict cell types. Computational approaches are needed to recapitulate how the over 37 trillion cells program the shared genome sequence in a human body to create astoundingly diverse forms and functions. This project integrates millions of high-resolution single-cell gene expression profiles with large-scale population regulatory data to systematically recons ....Cell types and cell states revealed by single-cell regulatory networks. This project aims to use single-cell gene regulation networks to predict cell types. Computational approaches are needed to recapitulate how the over 37 trillion cells program the shared genome sequence in a human body to create astoundingly diverse forms and functions. This project integrates millions of high-resolution single-cell gene expression profiles with large-scale population regulatory data to systematically reconstruct gene regulatory networks. These networks are the molecular basis for understanding human cells. This projects outcomes intend to include the first reference single-cell regulatory database and novel methods and software to predict individual cells. This project will contribute to advancing Australia's capabilities in single-cell, precision medicine, and big biological data analysis leading to significant scientific, societal and commercial benefits.Read moreRead less
RNA-binding proteins rewire transcriptomes in immune cell differentiation. This project aims to combine advanced computational and experimental techniques to investigate a new layer of gene regulation by novel RNA binding proteins (RBP) which control messenger RNA length in immune cells. This project expects to demonstrate that these RBPs have a profound effect on immune cell differentiation and response to infection. Expected outcomes include the discovery of new RBPs regulating immunity, with ....RNA-binding proteins rewire transcriptomes in immune cell differentiation. This project aims to combine advanced computational and experimental techniques to investigate a new layer of gene regulation by novel RNA binding proteins (RBP) which control messenger RNA length in immune cells. This project expects to demonstrate that these RBPs have a profound effect on immune cell differentiation and response to infection. Expected outcomes include the discovery of new RBPs regulating immunity, with mechanism and function determined by novel CRISPR editing of a transgenic mouse model. The significant benefit will be a more complete understanding of RNA mechanisms of immune response, which will be critical in informing future advances in the rapidly developing areas of RNA-based biotechnologies and synthetic immunology.Read moreRead less
Hidden complexity in microRNA function. This project aims to determine the extent to which microRNAs function through “non-canonical” mechanisms within cell nuclei, how their roles are expanded by naturally occurring sequence variation and how their activity is controlled by little known families of genes that sequester and inhibit their availability. The knowledge generated is significant as microRNAs regulate the expression of virtually all genes and biological processes, yet these mechanisms ....Hidden complexity in microRNA function. This project aims to determine the extent to which microRNAs function through “non-canonical” mechanisms within cell nuclei, how their roles are expanded by naturally occurring sequence variation and how their activity is controlled by little known families of genes that sequester and inhibit their availability. The knowledge generated is significant as microRNAs regulate the expression of virtually all genes and biological processes, yet these mechanisms of function remain poorly characterised and seldom considered. The expected outcome of better understanding mechanisms through which microRNAs work should provide significant benefit to safe and effective development of microRNAs for future agricultural or therapeutic application.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
The Stemformatics gene expression compendium: development of multivariate statistical approaches for cross platform analyses. Scientific data is gathered in many different forms, but there are significant gaps in our ability to analyse multiple datasets when generated on different pieces of equipment. This project will study three typical research questions in stem cell biology to develop new analytical approaches to help solve this major data gap.
How does the noncoding genome regulate gene expression in the human brain? The non-coding genome is recognized as a major player in orchestrating gene expression in higher eukaryotes. This project aims to identify regions of the human genome that are important for gene expression during neuronal differentiation and depolarisation (i.e. neural enhancers), and to investigate their evolutionary properties. The roles of non-coding DNA in regulating the dynamic gene expression patterns underlying com ....How does the noncoding genome regulate gene expression in the human brain? The non-coding genome is recognized as a major player in orchestrating gene expression in higher eukaryotes. This project aims to identify regions of the human genome that are important for gene expression during neuronal differentiation and depolarisation (i.e. neural enhancers), and to investigate their evolutionary properties. The roles of non-coding DNA in regulating the dynamic gene expression patterns underlying complex human brain functions remains to be elucidated. By combining transcriptome quantification and bioinformatics methods, this project will close an important knowledge gap in our understanding of transcriptional regulation underlying human brain function. This will provide benefits such as the potential to influence public health policy including in cognitive functions and aging.Read moreRead less