Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in ....Stochastic Modelling of Genetic Regulatory Networks: Subtitle - Genetic Regulation is a Noisy Business. The completion of the human genome marked the culmination of one hundred years of reductionist science in cell biology. Although further bioinformatics analysis will continue, the focus is shifting towards synthesis and understanding how the regulatory genetic components dynamically interact to form functional phenotypes. The key to this is the understanding of the roles of stochasticity in cellular processes. This project will explore these roles and will develop an integrated complex systems modelling, simulation and visualisation framework. This will be used on an exemplar application for lineage commitment in haematopoiesis and for exploring and validating genetic regulatory models in general.Read moreRead less
TOWARDS A COMPLETE DESCRIPTION OF HOW ENZYMES WORK: development of simulation methods and protocols, blind test predictions, and experimental validation. Enzymes catalyze quite fantastic chemistry under mild physiological conditions. Many special chemical concepts (such as "transition-state stabilization" and "entropy-enthalpy compensation") proposed to explain these powers are unnecessary. Uniquely for a catalyst, these powers are integral to the structure, properties and dynamics of the protei ....TOWARDS A COMPLETE DESCRIPTION OF HOW ENZYMES WORK: development of simulation methods and protocols, blind test predictions, and experimental validation. Enzymes catalyze quite fantastic chemistry under mild physiological conditions. Many special chemical concepts (such as "transition-state stabilization" and "entropy-enthalpy compensation") proposed to explain these powers are unnecessary. Uniquely for a catalyst, these powers are integral to the structure, properties and dynamics of the protein, as constrained and selected by evolution. The question is how do they work? Answering this requires energetic and thermodynamic analysis beyond current experimental techniques, but accessible by computer simulation. We aim to develop a robust toolkit of simulation methods and protocols, blind test them by predicting the mechanism of a new enzyme, with followup experimental validation.
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Importance of conformational and electrostatic contributions in simulations of enzyme reaction mechanisms. The research will contribute to the development of biomolecular simulation in Australia by demonstrating its potential to complement experiment, and also promote the effective use of APAC (Australian national supercomputer facilities) resources by providing advanced programs and computational protocols for other researchers. It will assist the diffusion of computational biology technology i ....Importance of conformational and electrostatic contributions in simulations of enzyme reaction mechanisms. The research will contribute to the development of biomolecular simulation in Australia by demonstrating its potential to complement experiment, and also promote the effective use of APAC (Australian national supercomputer facilities) resources by providing advanced programs and computational protocols for other researchers. It will assist the diffusion of computational biology technology into industrial applications such as rational drug design and protein engineering, as, for example, in our associated Linkage project grant, and provide novel insights into protein engineering and other sorts of design, which transcend concepts currently used in biomimetic chemistry.Read moreRead less
Neutron Scattering in Biology. Australia's Replacement Research Reactor will be a world-class neutron source, and represents the country's largest single investment in scientific research infrastructure. It is now essential to stimulate its production of high-quality research in materials science, chemistry and biology. The applicant is a recognised world leader in the field of neutron scattering research, particularly in biology. His presence in the Bragg Institute, which manages the neutron ....Neutron Scattering in Biology. Australia's Replacement Research Reactor will be a world-class neutron source, and represents the country's largest single investment in scientific research infrastructure. It is now essential to stimulate its production of high-quality research in materials science, chemistry and biology. The applicant is a recognised world leader in the field of neutron scattering research, particularly in biology. His presence in the Bragg Institute, which manages the neutron scattering instruments on the reactor, will provide direction and impetus for the science that will be initiated there, advancing applications in materials science, medicine and biotechnology.Read moreRead less
Dynamic modelling of biomolecular systems: Going beyond classical empirical force fields. The ability to accurately model the structural and functional aspects of biomolecular systems at an atomic level is of fundamental importance in the pharmaceutical and biotechnological industries. By developing new approaches for treating dispersion terms and transition metals we aim to improve our understanding of critical biomolecular systems such as how novel anti-cancer metal complexes interact with DNA ....Dynamic modelling of biomolecular systems: Going beyond classical empirical force fields. The ability to accurately model the structural and functional aspects of biomolecular systems at an atomic level is of fundamental importance in the pharmaceutical and biotechnological industries. By developing new approaches for treating dispersion terms and transition metals we aim to improve our understanding of critical biomolecular systems such as how novel anti-cancer metal complexes interact with DNA and block transcription and the role various transition metals such as Cu(II) and Zn(II) stabilize the conformations of peptides involved in Alzheimer's disease. In addition by greatly expanding the range of systems that can be modeled efficiently the work will have widespread benefits in academic research as well as for industry.Read moreRead less
Computer simulation of DNA biochips. The DNA biochip technology has been a major breakthrough in cell biology and clinical analysis. Companies in Australia and in the rest of the world are now developing biochips for genome sequencing and point-of-care diagnosis. DNA biochips have the potential to provide simple, fast and accurate clinical analysis, thus enhancing the efficiency of medical treatments and reducing the costs of health care.
The structural properties of the immobilized DNA are cri ....Computer simulation of DNA biochips. The DNA biochip technology has been a major breakthrough in cell biology and clinical analysis. Companies in Australia and in the rest of the world are now developing biochips for genome sequencing and point-of-care diagnosis. DNA biochips have the potential to provide simple, fast and accurate clinical analysis, thus enhancing the efficiency of medical treatments and reducing the costs of health care.
The structural properties of the immobilized DNA are critical for determining the DNA chip sensitivity and efficiency. A fundamental understanding of the molecular interactions at the surface of a biochip is therefore not only relevant for the scientific community, but can have direct implications for the design of improved DNA chips.Read moreRead less
Development of methodology for high throughput free energy calculations in drug design applications. The aim of the project is to develop a high throughput computational screening protocol for use in fragment-based drug design. The method will have universal applications to any plausible and available drug targets. The method will accelerate drug discovery on the targets associated with diabetes, obesity, dengue, skin cancer, etc., which are the primary disease focus of Australia. Australia as a ....Development of methodology for high throughput free energy calculations in drug design applications. The aim of the project is to develop a high throughput computational screening protocol for use in fragment-based drug design. The method will have universal applications to any plausible and available drug targets. The method will accelerate drug discovery on the targets associated with diabetes, obesity, dengue, skin cancer, etc., which are the primary disease focus of Australia. Australia as a whole and the University of Queensland in particular have invested heavily in various drug discovery programs, this will be of direct benefit to the ongoing research within Australia.Read moreRead less
Understanding and predicting small molecule binding to G protein-coupled receptors (GPCRs). The discovery of new treatments for serious diseases is a time consuming and expensive process. Our work involves developing and testing new computational modelling approaches with experimental validation for the understanding and prediction of how current and new drugs interact with their targets, and these methods can be extended for improved understanding of how other proteins work. Our approaches have ....Understanding and predicting small molecule binding to G protein-coupled receptors (GPCRs). The discovery of new treatments for serious diseases is a time consuming and expensive process. Our work involves developing and testing new computational modelling approaches with experimental validation for the understanding and prediction of how current and new drugs interact with their targets, and these methods can be extended for improved understanding of how other proteins work. Our approaches have the potential to increase the speed, reduce the cost and lead to the discovery of new treatments for serious crippling diseases such as anxiety, depression, diabetes, and obesity. Read moreRead less
Protein self-assembly on surfaces, interfaces and nanoparticles. Surfaces such as those presented by an air-liquid interface or air-borne nanoparticles exert significant effects on protein aggregation in biological environments. We will develop a comprehensive theoretical and experimental approach to study the effects of such surfaces on the self assembly of proteins leading to disease causing amyloid fibrils. This will provide a molecular level understanding of protein self-association and a ....Protein self-assembly on surfaces, interfaces and nanoparticles. Surfaces such as those presented by an air-liquid interface or air-borne nanoparticles exert significant effects on protein aggregation in biological environments. We will develop a comprehensive theoretical and experimental approach to study the effects of such surfaces on the self assembly of proteins leading to disease causing amyloid fibrils. This will provide a molecular level understanding of protein self-association and a rational basis for the design of inhibitors to stop protein aggregation. The work will also establish design principles for new nanomaterials via the controlled self assembly of proteins on surfaces.Read moreRead less
Intermolecular interactions revisited-Flaws in the fabric and applications to lower-dimensional structures. This project aims to capitalise on recent developments, that have shown that previously accepted theories are deeply flawed, in various applications in fundamental physics and in unsolved problems in biology that involve electromagnetic fields. Interactions driven
by electromagnetic fluctuation forces, and real photon exchange, between molecules will be investigated. The project will inv ....Intermolecular interactions revisited-Flaws in the fabric and applications to lower-dimensional structures. This project aims to capitalise on recent developments, that have shown that previously accepted theories are deeply flawed, in various applications in fundamental physics and in unsolved problems in biology that involve electromagnetic fields. Interactions driven
by electromagnetic fluctuation forces, and real photon exchange, between molecules will be investigated. The project will investigate how dispersion interactions change in mesoscopic pores, in electrolytes, and at finite temperatures. Applications involve
catalysis, molecular formation, and quantum logic. The project also aims to develop a unified theory for energy and charge transfer, relevant for photosynthesis and the way biological molecules transfer information.Read moreRead less