Defining how molecular switches program cell identity during development. Aims: This project aims to investigate how molecular switches known as transcription factors, work together to turn genes on or off to program cell identity during development.
Significance: This project expects to generate new knowledge in the area of genetics and developmental biology using collaborative, cutting edge technologies.
Outcomes: Expected outcomes of this project include the identification of new genes impor ....Defining how molecular switches program cell identity during development. Aims: This project aims to investigate how molecular switches known as transcription factors, work together to turn genes on or off to program cell identity during development.
Significance: This project expects to generate new knowledge in the area of genetics and developmental biology using collaborative, cutting edge technologies.
Outcomes: Expected outcomes of this project include the identification of new genes important for programming the identity of cells that comprise our blood vessels, lymphatic vessels and circulating blood cells.
Benefits: Data generated will underpin the development of approaches to program/reprogram stem cells to produce mature cells for transplantation or tissue engineering purposes ex vivo.Read moreRead less
Improved cryopreservation protocols for long term storage of platelets. The aim of this project is to characterise human blood platelet deterioration during cold storage and cryopreservation, and accelerate the development of improved long-term storage options. The project expects to generate important new knowledge about how platelets deteriorate during storage, and how such deterioration can be minimized. The expected outcomes are improved methods for long term platelet storage. This should be ....Improved cryopreservation protocols for long term storage of platelets. The aim of this project is to characterise human blood platelet deterioration during cold storage and cryopreservation, and accelerate the development of improved long-term storage options. The project expects to generate important new knowledge about how platelets deteriorate during storage, and how such deterioration can be minimized. The expected outcomes are improved methods for long term platelet storage. This should benefit blood donation services and hospitals by improving platelet delivery to remote locations, reducing wasted blood and the number of donations required, leading to significant financial savings.Read moreRead less
Elucidating Metabolic Dysregulation In Alzheimer’s Disease: Profiling The Peripheral Immune Cell Lipidome To Unravel Pathological Mechanisms.
Funder
National Health and Medical Research Council
Funding Amount
$645,205.00
Summary
Both the immune system and lipid metabolism have been identified to be important in Alzheimer’s disease (AD). With the failures of all clinical trials attempting to treat AD, we seek to determine a way to both better diagnose individuals with AD and to identify people at increased risk. This project uses a novel profiling technique to characterise the lipid composition of immune cells to diagnose, predict risk, monitor the disease and to identify potential disease modifying therapeutic targets.
Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to ....Listen and learn - statistical learning and the adapting auditory brain. This project aims to explore the link between rapid neural adaptation - a form of learning referred to as statistical learning - and human listening performance in noisy environments. The project aims to generate a new understanding of mechanisms that contribute to listeners' abilities to understand speech in noise, and to complex communication disorders such as dyslexia. Expected outcomes will include increased capacity to investigate a broad range of cognitive and communication functions. Benefits will include potential technologies and algorithms to assist listening (in devices such as hearing aids), language development and reading.Read moreRead less
Central Representation of Electroacoustic Stimuli. Cochlear implantation, initially only provided to profoundly deaf individuals, is now routine in people with substantial residual hearing. Although stimulation via a cochlear implant and hearing aid in the same ear has been shown to improve speech understanding, particularly in noise, and to increase the aesthetic quality of sound, almost nothing is known about the physiological mechanisms underlying these benefits. The broad aim of our project ....Central Representation of Electroacoustic Stimuli. Cochlear implantation, initially only provided to profoundly deaf individuals, is now routine in people with substantial residual hearing. Although stimulation via a cochlear implant and hearing aid in the same ear has been shown to improve speech understanding, particularly in noise, and to increase the aesthetic quality of sound, almost nothing is known about the physiological mechanisms underlying these benefits. The broad aim of our project is to address this deficiency by measuring the patterns of neural activity evoked by speech sounds across the tonotopic axis in the inferior colliculus and auditory cortex and assess the extent to which the pattern of neural activity allows discrimination between the different speech sounds.Read moreRead less
Precision Epigenetics: Targeting The Epigenome To Treat Disease
Funder
National Health and Medical Research Council
Funding Amount
$1,940,576.00
Summary
Epigenetic marks are changes made to the DNA that allow genes to be switched off in some cells and switched on in others. These marks are critical to normal development and often go wrong in disease. We aim to find genes that add epigenetic marks to the DNA and understand how they co-operate at the molecular level to switch genes off. Our focus is on one such gene, SMCHD1. We are developing new drugs against SMCHD1 to treat incurable neurodevelopmental disorder PWS and muscular dystrophy FSHD.
AUSLearn: AUtomated Sample Learning for Object Recognition. This project aims to enable computers to learn how to effectively use training samples for object recognition. Training sample is the only source used by computers to learn recognising objects. This project creates a new research direction that will enable the first full exploration of the power of samples. The aims will be enabled by leveraging the recent advances in reinforcement learning, fast training algorithms, and by developing n ....AUSLearn: AUtomated Sample Learning for Object Recognition. This project aims to enable computers to learn how to effectively use training samples for object recognition. Training sample is the only source used by computers to learn recognising objects. This project creates a new research direction that will enable the first full exploration of the power of samples. The aims will be enabled by leveraging the recent advances in reinforcement learning, fast training algorithms, and by developing novel deep learning algorithms. The new algorithms will benefit a wide range of applications, e.g. to effectively use car crash training samples for accurately identifying potential road crashes in transport and to effectively use rare medical imaging training data for robustly diagnosing diseases in health.Read moreRead less
Ultra-low fouling active surfaces. This project aims to develop chemistries and fabrication approaches through innovative materials evaluation to develop ultra-low fouling active electrode surfaces. Development of ultra-low fouling surfaces will have significant impact in a range of applications where system or device failure is attributed to fouling. The growing field of bionics, where implantable electronic devices interface directly with the nervous system, is one such device. The expected ou ....Ultra-low fouling active surfaces. This project aims to develop chemistries and fabrication approaches through innovative materials evaluation to develop ultra-low fouling active electrode surfaces. Development of ultra-low fouling surfaces will have significant impact in a range of applications where system or device failure is attributed to fouling. The growing field of bionics, where implantable electronic devices interface directly with the nervous system, is one such device. The expected outcomes will be an understanding of the material requirements that lead to the elimination of protein and cell accumulation at surfaces that degrades the performance and lifetime of these implants. The findings will benefit any application where fouling is a problem.Read moreRead less
Creating subject-specific mathematical models to understand the brain. This project aims to develop a mathematical framework that bridges the different scales of brain activities to provide a new tool for understanding the brain. Methods will be developed that unify individual neural activity with large scale brain activity. The approach will be validated by comparing predictions of interconnected models of neural populations (called mean-field models) to experimental data. The creation of subje ....Creating subject-specific mathematical models to understand the brain. This project aims to develop a mathematical framework that bridges the different scales of brain activities to provide a new tool for understanding the brain. Methods will be developed that unify individual neural activity with large scale brain activity. The approach will be validated by comparing predictions of interconnected models of neural populations (called mean-field models) to experimental data. The creation of subject-specific models from data is important, as there is large variability in neural circuits between individuals despite seemingly similar network activity. The intended outcome is new insights into the processes that govern brain function and methods for improving functional imaging of, and interfacing to, the brain.Read moreRead less
Closing The Clinical Translation Gap Of The Gut Microbiome In Chronic Diseases
Funder
National Health and Medical Research Council
Funding Amount
$1,337,350.00
Summary
The gut microbiota is important for human health and disease but knowledge transfer to clinical practice is lacking. This proposal will investigate how diet & gut microbiota changes connect with physical symptoms, mental health & behavioural issues in chronic diseases, using cystic fibrosis & autism spectrum disorder as models of disease. Improved understanding can improve management, assist in developing targeted therapies & is key to providing real-world solutions to improve outcomes.