Development of population-level algorithms for modelling genomic variation and its impact on cellular function in animals and plants. The purpose of this project is to develop mathematical and computational tools which will enable researchers to model high-throughput biological data at the population level. These models will be used to uncover the effect that genetic variation has on the physiology of the cell and the organism.
Using population resequencing data to investigate the evolutionary role and functional impact of inversion polymorphisms. The project will use population re-sequencing data to generate high resolution haplotype maps of inversion polymorphisms in multiple human populations comprising more than 5,000 individuals. These maps will be used to impute inversion polymorphsisms in genotyped samples of more than 100,000 individuals, facilitated by development of novel algorithms for mapping inversion poly ....Using population resequencing data to investigate the evolutionary role and functional impact of inversion polymorphisms. The project will use population re-sequencing data to generate high resolution haplotype maps of inversion polymorphisms in multiple human populations comprising more than 5,000 individuals. These maps will be used to impute inversion polymorphsisms in genotyped samples of more than 100,000 individuals, facilitated by development of novel algorithms for mapping inversion polymorphism from population sequence data. Finally, the project will use this map to assess the functional impact and evolutionary role of inversions, by assessing their effect on quantitative traits and assessing measures of selection and population differentiation. Read moreRead less
Evolution and function of fragmented animal mitochondrial genomes. This project will reveal why animal mitochondrial genomes are in pieces, and how fragmented mitochondrial genomes evolve and function. This project will discover whether or not fragmented mitochondrial genomes have functional advantages. Knowledge generated from this project will lead to new approaches to mitochondrial genetic diseases in humans.
Discovery Early Career Researcher Award - Grant ID: DE170100428
Funder
Australian Research Council
Funding Amount
$368,968.00
Summary
Diversity and evolution of methanogens. This project aims to discover methane-metabolising microorganisms and link their metabolic capabilities to cryptic parts of the carbon cycle. To date, only a small fraction of microbial diversity has been characterised, so there are significant gaps in our understanding of carbon cycling, while the metabolic capabilities of undiscovered and widely distributed microorganisms involved in methane metabolism remain unknown. This project will study these microo ....Diversity and evolution of methanogens. This project aims to discover methane-metabolising microorganisms and link their metabolic capabilities to cryptic parts of the carbon cycle. To date, only a small fraction of microbial diversity has been characterised, so there are significant gaps in our understanding of carbon cycling, while the metabolic capabilities of undiscovered and widely distributed microorganisms involved in methane metabolism remain unknown. This project will study these microorganisms’ metabolic pathways using DNA sequencing, bioinformatics and cultivation techniques. By understanding these microorganisms’ metabolisms, researchers expect to assess how they affect global carbon cycling and climate change.Read moreRead less
Discovery Early Career Researcher Award - Grant ID: DE150101117
Funder
Australian Research Council
Funding Amount
$327,000.00
Summary
The functional impact of new genes acquired through retrotransposition. Novel copies of genes often arise through retrotransposition of processed messenger RNAs. Many thousands of gene copies have arisen over evolutionary time and some of these have retained functionality while diverging from the parental gene leading to new paralogs under different regulatory regimes. Through analysis of whole-genome sequence data, we are now able to identify very recent gene copies that are not present in the ....The functional impact of new genes acquired through retrotransposition. Novel copies of genes often arise through retrotransposition of processed messenger RNAs. Many thousands of gene copies have arisen over evolutionary time and some of these have retained functionality while diverging from the parental gene leading to new paralogs under different regulatory regimes. Through analysis of whole-genome sequence data, we are now able to identify very recent gene copies that are not present in the reference genomes for various species, giving us the opportunity to explore the effects of new copies on the regulation of the original gene and the surrounding genomic environment into which the new copy is inserted. This project aims to address these important open questions through computational and biochemical approaches.Read moreRead less
Defining the Brassica pan-genome and establishing methods for gene conversion based crop improvement. Gene content varies between individual varieties. The project aims to apply novel genomic tools to identify and characterise the fixed and variable gene content in the important crop canola and use this to understand genome evolution as well as develop tools to accelerate canola breeding. The project team have developed and used a high-resolution genotyping approach to demonstrate that gene conv ....Defining the Brassica pan-genome and establishing methods for gene conversion based crop improvement. Gene content varies between individual varieties. The project aims to apply novel genomic tools to identify and characterise the fixed and variable gene content in the important crop canola and use this to understand genome evolution as well as develop tools to accelerate canola breeding. The project team have developed and used a high-resolution genotyping approach to demonstrate that gene conversions, short recombination events which lead to the non-reciprocal exchange of genomic regions during meiosis, are abundant in crop genomes. The project aims to develop methods and resources to characterise gene conversion in canola and establish a basis for gene conversion based crop improvement.Read moreRead less
Phenotypic profiling from DNA using genetic and epigenetic information. The project intends to quantify how much information about a person can be inferred from a DNA sample. A DNA sample contains epigenomic information additional to the genome sequence. This information can reflect age and the past and present lifestyle of the individual whose sample it is. The project aims to quantify the accuracy of lifestyle and phenotypic prediction from DNA. Existing genome-wide genotype and methylation ar ....Phenotypic profiling from DNA using genetic and epigenetic information. The project intends to quantify how much information about a person can be inferred from a DNA sample. A DNA sample contains epigenomic information additional to the genome sequence. This information can reflect age and the past and present lifestyle of the individual whose sample it is. The project aims to quantify the accuracy of lifestyle and phenotypic prediction from DNA. Existing genome-wide genotype and methylation array data from thousands of blood samples from human subjects will be statistically analysed to develop and validate predictors for chronological age, smoking, caffeine use, pesticide exposure, diet and body mass index. Potential applications of epigenomic prediction are widespread, ranging from forensics to ecology.Read moreRead less
Epigenetic regulation in bacteria. This project aims to understand the effect of DNA modification on gene regulation in the bacterial organism Escherichia coli, which causes urinary tract infection worldwide. High-throughput DNA sequencing technologies mean one can determine the entire genetic blueprint of a bacterium – its genome – accurately, quickly and cheaply. Single-molecule real-time sequencing provides a complete read-out of a bacterial genome (genetic data) and chemical modifications of ....Epigenetic regulation in bacteria. This project aims to understand the effect of DNA modification on gene regulation in the bacterial organism Escherichia coli, which causes urinary tract infection worldwide. High-throughput DNA sequencing technologies mean one can determine the entire genetic blueprint of a bacterium – its genome – accurately, quickly and cheaply. Single-molecule real-time sequencing provides a complete read-out of a bacterial genome (genetic data) and chemical modifications of the DNA (epigenetic data). Epigenetic data can affect regulation: how genes are switched off and on. This project seeks to harness the power of single-molecule DNA sequencing, together with state-of-the-art genomic and molecular approaches, to better understand the impact of DNA modification on gene regulation in the model bacterial organism, Escherichia coli. This work will support advanced training in bioinformatics and microbiology and improve our understanding of regulation in all bacteria.Read moreRead less
Smarter fermentations through starter culture genomics. Australia makes over $1 billion dollars worth of cheese each year, however fermentation can be adversely affected by virus (phage) attack or sub-optimal strain mixtures. The latest genomics and molecular biology approaches will be used to characterise and optimise starter culture strains leading to improved flavour, quality and efficiency in cheese making.
Linkage Infrastructure, Equipment And Facilities - Grant ID: LE140100164
Funder
Australian Research Council
Funding Amount
$167,990.00
Summary
High-throughput DNA sequencing facility at James Cook University. High-throughput DNA sequencing facility: Co-funding for an Illumina MiSeq DNA sequencer and aligned equipment will increase the efficiency of projects by allowing high-throughput sequencing. The outcome of access to this equipment will be wider adoption of powerful sequencing technologies to address questions of national and global importance.