Murdoch University Research Repository

Welcome to the Murdoch University Research Repository

The Murdoch University Research Repository is an open access digital collection of research
created by Murdoch University staff, researchers and postgraduate students.

Learn more

Systems biology for crop improvement

Pazhamala, L.T., Kudapa, H., Weckwerth, W., Millar, A.H. and Varshney, R.K.ORCID: 0000-0002-4562-9131 (2021) Systems biology for crop improvement. The Plant Genome, 14 (2). Art. e20098.

[img]
Preview
PDF - Published Version
Available under License Creative Commons Attribution.

Download (932kB) | Preview
Free to read: https://doi.org/10.1002/tpg2.20098
*No subscription required

Abstract

In recent years, generation of large-scale data from genome, transcriptome, proteome, metabolome, epigenome, and others, has become routine in several plant species. Most of these datasets in different crop species, however, were studied independently and as a result, full insight could not be gained on the molecular basis of complex traits and biological networks. A systems biology approach involving integration of multiple omics data, modeling, and prediction of the cellular functions is required to understand the flow of biological information that underlies complex traits. In this context, systems biology with multiomics data integration is crucial and allows a holistic understanding of the dynamic system with the different levels of biological organization interacting with external environment for a phenotypic expression. Here, we present recent progress made in the area of various omics studies—integrative and systems biology approaches with a special focus on application to crop improvement. We have also discussed the challenges and opportunities in multiomics data integration, modeling, and understanding of the biology of complex traits underpinning yield and stress tolerance in major cereals and legumes.

Item Type: Journal Article
Murdoch Affiliation(s): Centre for Crop and Food Innovation
Food Futures Institute
Western Australian State Agricultural Biotechnology Centre
Publisher: Wiley Periodicals LLC on behalf of Crop Science Society of America
Copyright: © 2021 The Authors
URI: http://researchrepository.murdoch.edu.au/id/eprint/60941
Item Control Page Item Control Page

Downloads

Downloads per month over past year