Genome-wide determination of Puccinia psidii s.l. rust resistance in eucalypts. Recently, guava rust was detected in Australia, posing significant risks to native flora, plantations, and timber exports. Scientists from The University of Melbourne and Victorian Department of Primary Industries together with tree breeders, forest growers and forest managers aim to use tree genomics rust resistance breeding to enable management and operational responses and inform policy development.
Fertility crisis: harnessing the genomic tension behind pollen fertility in sorghum. Hybrid sorghum varieties yield more grain than inbred varieties but the production seed for farmers can be difficult. This project will identify the genes responsible for a trait that makes hybrid seed production possible and this knowledge will help raise sorghum yields in Australian and in some of the world’s poorest countries.
Methods to infer dense genomic information from sparsely genotyped populations. Prediction of phenotype based on DNA polymorphisms or sequence has important applications such as prediction of disease risk in human medicine and prediction of genetic value in plant or animal breeding. This project will enhance precision and lower the cost of association studies leading to substantial increase in accuracy of such predictions. This will allow more effective genetic improvement, particularly of diff ....Methods to infer dense genomic information from sparsely genotyped populations. Prediction of phenotype based on DNA polymorphisms or sequence has important applications such as prediction of disease risk in human medicine and prediction of genetic value in plant or animal breeding. This project will enhance precision and lower the cost of association studies leading to substantial increase in accuracy of such predictions. This will allow more effective genetic improvement, particularly of difficult but important traits such as disease resistance, reduced green-house gas emissions and product quality. The same methods can be extended to improve genetic improvement in plants and better prediction of human disease risk. Read moreRead less
Control Of Genome Regulation And Its Role In Human Disease
Funder
National Health and Medical Research Council
Funding Amount
$419,180.00
Summary
Changes in DNA can lead to differences in susceptibility to developing many diseases. The most common mechanism by which this occurs is through changing when and in which tissues disease-relevant genes get translated into proteins. My research focuses on understanding how DNA changes result in altered gene expression and how this can affect disease susceptibility. This work requires the use of high performance computing and statistical analysis of large genome-scale datasets.
Discovery Early Career Researcher Award - Grant ID: DE200100425
Funder
Australian Research Council
Funding Amount
$409,364.00
Summary
Genetic and Molecular Consequences of Non-Random Mating in Humans. This project aims to develop and apply novel statistical methods to quantify the effects on a large number of complex traits of two forms of non-random mating in humans, that is inbreeding and assortative mating. The innovation in this proposal lies in integrating multi-level phenotypes with next-generation sequencing data collected in more than half a million study participants. Expected outcomes of this research include advance ....Genetic and Molecular Consequences of Non-Random Mating in Humans. This project aims to develop and apply novel statistical methods to quantify the effects on a large number of complex traits of two forms of non-random mating in humans, that is inbreeding and assortative mating. The innovation in this proposal lies in integrating multi-level phenotypes with next-generation sequencing data collected in more than half a million study participants. Expected outcomes of this research include advanced analytical methods to perform this integration and dissection of the biological consequences of non-random mating in humans at an unprecedented phenotypically detailed scale. The benefit of this project will be to identify new drivers of mate choice that can contribute to economic, health and social inequalities. Read moreRead less
Harnessing The Power Of Genomics To Understand Disease
Funder
National Health and Medical Research Council
Funding Amount
$470,144.00
Summary
The last 10 years have seen a revolution in our ability to sequence DNA and related molecules. This technological advancement has the potential to transform our knowledge of the mechanisms of development and disease. In order to harness the power of this technology, advances in analysis strategies and methods are critical to extract the important insights into these massive data sets. My research will lead the way in several major areas of bioinformatics research.
Novel Skeletal Muscle Enriched Genes In Muscle Biology And Disease
Funder
National Health and Medical Research Council
Funding Amount
$900,467.00
Summary
Each year hundreds of Australians are born with genetic muscle diseases, however, current methods fail to identify the causative disease gene in ~50% of patients. Here we will use expression patterns in skeletal muscle to prioritize novel candidate disease causing genes. We will functionally test the role of genes expressed in skeletal muscle cells using novel experimental assays. Uniquely, we will for the first time incorporate a novel class of gene (long non-coding RNAs) into our study.
Determining Shared Genetic Control Of RNA Transcription Across 45 Human Tissue Types
Funder
National Health and Medical Research Council
Funding Amount
$264,684.00
Summary
There is strong evidence that much of the genetic susceptibility to disease acts through altering way genes are turned into proteins via RNA transcripts. One important problem in using transcriptomic data to study diseases is that the genetic control of RNA transcription is known to vary between tissues. This study will use new methods and RNA data from 45 human tissues to show the degree of common genetic control for each RNA transcript between each pair of tissues.
Investigating The Molecular Signature Of ASD Through Integrative Genomics
Funder
National Health and Medical Research Council
Funding Amount
$621,128.00
Summary
Autism is the most severe end of a spectrum of neurodevelopmental conditions, autism spectrum disorders (ASD). We have identified a signature of genes dysregulated in the brain of autistic individuals. The proposed project will investigate how the molecular signature of autism is regulated in the brain, and whether genetic variants in regulatory DNA contribute to the genetic architecture of ASD.
Genomic Control of Human Complex Trait Variation. This project aims to address knowledge gaps in our understanding of the genetic and environmental control of complex human trait variation. This project will use innovative approaches that combine molecular genomic information with data from large biobank sized cohorts to generate new knowledge of the mechanisms underlying ancestral and sex differences in humans. Expected outcomes include the development of novel methods for the integrative analy ....Genomic Control of Human Complex Trait Variation. This project aims to address knowledge gaps in our understanding of the genetic and environmental control of complex human trait variation. This project will use innovative approaches that combine molecular genomic information with data from large biobank sized cohorts to generate new knowledge of the mechanisms underlying ancestral and sex differences in humans. Expected outcomes include the development of novel methods for the integrative analysis of genomic data and building Australia’s capacity in a highly demanded field, ensuring the capability to realise the translation of this knowledge to positively impact society and human well-being.Read moreRead less