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.
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.
Discovery And Characterisation Of Long Noncoding RNAs In Human Neurological Disorders
Funder
National Health and Medical Research Council
Funding Amount
$349,647.00
Summary
Numerous regions in our DNA influence how likely we are to develop various diseases, including brain disorders such as Autism and Schizophrenia. However, in many of these regions no genes have been found and they appear “empty”, making it difficult to uncover what’s triggering the disease. This project will use a powerful new technology to discover new genes hidden within these supposedly “empty” regions that are important in brain disorders and investigate how they contribute to disease.
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
Understanding protein-nucleic-acid interaction networks in cold-adapted archaea. The aim of this project is to learn how microorganisms can function effectively in naturally cold environments. Results will determine how important cellular processes occur when microorganisms grow in the cold, and hence why they are able to maintain a natural balance in ecosystems such as Antarctica.
Silencing the X chromosome: why and how. The project aims to understand why we have X chromosome inactivation, and examine the fundamental molecular mechanisms of how it is achieved. The project will explore RNA-mediated epigenetic modification of whole chromosomes with innovative molecular methods in placental mammals, and also iconic Australian mammals, to transform our understanding of X chromosome inactivation. Further understanding whole chromosome silencing, will inform future research int ....Silencing the X chromosome: why and how. The project aims to understand why we have X chromosome inactivation, and examine the fundamental molecular mechanisms of how it is achieved. The project will explore RNA-mediated epigenetic modification of whole chromosomes with innovative molecular methods in placental mammals, and also iconic Australian mammals, to transform our understanding of X chromosome inactivation. Further understanding whole chromosome silencing, will inform future research into potential therapies for chromosomal trisomies.Read moreRead less
Evaluation of Bacillus amyloliquefaciens H57 as a probiotic in livestock using animal nutrition studies and metagenomics. To improve animal production, gene sequencing will unravel how microbial communities in the rumen of sheep and cattle and the gastro intestinal tract of poultry respond to feed quality and probiotic bacteria. The animal nutrition trials will also measure weight gain and feed utilisation efficiency, particularly for nitrogen, protein and energy.