Whole-genome multivariate reaction norm model for complex traits. This project aims to develop a multivariate whole-genome genotype-covariate correlation and interaction model that can be applied to a wide range of existing genome-wide association study (GWAS) datasets. Genotype-covariate correlation and interaction (GCCI) are fundamental in biology but there is no standard approach to disentangle interaction from correlation in the whole-genome analyses. This project will address the key featur ....Whole-genome multivariate reaction norm model for complex traits. This project aims to develop a multivariate whole-genome genotype-covariate correlation and interaction model that can be applied to a wide range of existing genome-wide association study (GWAS) datasets. Genotype-covariate correlation and interaction (GCCI) are fundamental in biology but there is no standard approach to disentangle interaction from correlation in the whole-genome analyses. This project will address the key feature in biology, which relates to dissecting the complex mechanism of association and interaction. The proposed statistical model implemented in a context of a novel design based on multiple GWAS data sets is a paradigm shifting-tool with applications to multiple industries.Read moreRead less
Development of drought tolerant, high protein legume for arid Australia. The aim of this research is to demonstrate the molecular basis of a non-proteinogenic amino acid toxin accumulation by using genomics and genome editing to produce a non-transgenic, protein rich legume. The significance of the outcomes will be a fundamental understanding of how non-proteinogenic amino acids are metabolised in plants and an inexpensive, high-protein feed for the pork and chicken industries thereby reducing p ....Development of drought tolerant, high protein legume for arid Australia. The aim of this research is to demonstrate the molecular basis of a non-proteinogenic amino acid toxin accumulation by using genomics and genome editing to produce a non-transgenic, protein rich legume. The significance of the outcomes will be a fundamental understanding of how non-proteinogenic amino acids are metabolised in plants and an inexpensive, high-protein feed for the pork and chicken industries thereby reducing production costs and increasing profitability. The outcomes from the research are fundamental knowledge of non-proteinogenic amino acid metabolism and turnkey approach to identify, engineer, test and produce value added crops. The benefits of the research are a multi-purpose crop for Australian crop and animal producers.Read moreRead less