Increasing physical activity and reducing sedentary behaviour to improve health and wellbeing in adolescent boys from disadvantaged schools. This project will involve the design and evaluation of a school-based program to increase physical activity and reduce sedentary behaviour in adolescent boys from disadvantaged backgrounds. This project has the potential to improve the health behaviours of current and future Australians most at risk for the development of lifestyle diseases.
RCTs on Trial: How Placebo Effects Could Undermine Double-blind RCTs. Double-blind randomised placebo-controlled trials (RCTs) are considered the gold standard for establishing treatment efficacy. However, there are both theoretical and empirical reasons to believe that they do not adequately control for the placebo effect. Cost and ethical considerations prevent researchers conducting actual double-blind RCTs with patients from exploring these issues. To address this gap, this project uses nove ....RCTs on Trial: How Placebo Effects Could Undermine Double-blind RCTs. Double-blind randomised placebo-controlled trials (RCTs) are considered the gold standard for establishing treatment efficacy. However, there are both theoretical and empirical reasons to believe that they do not adequately control for the placebo effect. Cost and ethical considerations prevent researchers conducting actual double-blind RCTs with patients from exploring these issues. To address this gap, this project uses novel experimental models to systematically test key aspects of the double-blind RCT methodology that are intended to control for the placebo effect. The project aims to provide essential data on the validity of these trials, thereby improving Australia's health and ensuring that Government treatment subsidies are well spent.Read moreRead less
Skin penetration of nanoparticles promoted by particle design, formulation and application method. This project seeks to better define the determinants of nanoparticle skin penetration and subsequent disposition in the body. The data would be used to guide minimal skin penetration of 'undesirable' nanoparticles and the properties required of 'safe' nanoparticles to enable effective human skin delivery in cosmetic and dermatological products.
Quantum Generative Diffusion Models for Molecular Research. This project will devise quantum generative diffusion models to equip classical counterparts with the ability to harness quantum data that naturally arise in molecular research. Theoretical foundations for analysing fast sampling methods with the help of inductive bias regarding the input data and employed circuits will validate efficient quantum generative diffusion models that have training and sampling advantages over classical count ....Quantum Generative Diffusion Models for Molecular Research. This project will devise quantum generative diffusion models to equip classical counterparts with the ability to harness quantum data that naturally arise in molecular research. Theoretical foundations for analysing fast sampling methods with the help of inductive bias regarding the input data and employed circuits will validate efficient quantum generative diffusion models that have training and sampling advantages over classical counterparts. Outcomes include applications in molecular conformation generation, compound screening, and drug design. The innovative research will significantly benefit Australia’s science, industry and health, and will maintain Australia’s global leading role in quantum machine learning and molecular research.Read moreRead less
Mapping the connectome that controls blood pressure. The connections that an individual brain cell receives from other cells ultimately determines its behaviour. Using a revolutionary new technique, the project will create a map of the brain cells that control blood pressure.
DNA Replication fork processing and recovery in living Escherichia coli cells. DNA is the genetic blueprint for all life. When cells divide their DNA has to be copied completely, and exactly, to avoid mutations or death. When the process of copying breaks down, the DNA needs to be repaired and the process of copying restarted. This project will investigate living cells, to understand the mechanisms and pathways involved.
Public health approach to child abuse and neglect: antecedents, outcomes and international comparisons of trends. Child maltreatment is a significant public health issue. Findings will identify characteristics of at-risk children, families and communities; mental health and juvenile justice outcomes. Findings will be used to develop policy recommendations for intervention and prevention strategies to reduce vulnerability and improve monitoring of maltreatment.
Binary regression with additive predictors: new statistical theory with healthcare applications. This project will develop new statistical analysis techniques for predicting whether someone is at risk of adverse health outcomes. The project will then apply the new techniques to a large database on heart attacks, leading to new insights into how patient characteristics and treatments affect the chance of dying from a heart attack.
Quest for trace biomarkers in complex media through innovative nanoscale science of fluids, molecules, particles and light. This project will break new ground in the detection of rare molecules in biological samples by exploiting the interactions of fluids, molecules and particles confined in nanoscale channels. By revealing yet unknown biomarkers the project will bring a radical change in medical diagnostics and in the science and technology used to map the Human Proteome.
Importance of Wzx flippase specificity for O-antigen diversity. The Wzx protein flips subunits of the polysaccharide O antigen (O-units) across the cell membrane on their way to the cell wall. The aim of this project is to determine the specificity that different Wzx flippases have for O unit structure. Previous research has shown that there is much more specificity than previously thought, making Wzx a very interesting protein. Wzx flippases vary enormously in sequence, presumably reflecting th ....Importance of Wzx flippase specificity for O-antigen diversity. The Wzx protein flips subunits of the polysaccharide O antigen (O-units) across the cell membrane on their way to the cell wall. The aim of this project is to determine the specificity that different Wzx flippases have for O unit structure. Previous research has shown that there is much more specificity than previously thought, making Wzx a very interesting protein. Wzx flippases vary enormously in sequence, presumably reflecting the diversity of sugars and linkages in O units. The significance lies in the role of these polysaccharides in interactions with the environment, including host-pathogen interactions and immune responses. The outcome will be a new understanding of the export specificity of O-antigens and also capsules, both of which make very good vaccines. Read moreRead less