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Published (Version of Record)CC BY V4.0, Open Access
Journal article
Systems biology for crop improvement
The Plant Genome, Vol.14(2), Art. e20098
2021
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.
Details
- Title
- Systems biology for crop improvement
- Authors/Creators
- L.T. Pazhamala (Author/Creator) - International Crops Research Institute for the Semi-Arid TropicsH. Kudapa (Author/Creator) - International Crops Research Institute for the Semi-Arid TropicsW. Weckwerth (Author/Creator) - University of ViennaA.H. Millar (Author/Creator) - ARC Centre of Excellence in Plant Energy BiologyR.K. Varshney (Author/Creator) - International Crops Research Institute for the Semi-Arid Tropics
- Publication Details
- The Plant Genome, Vol.14(2), Art. e20098
- Publisher
- Wiley Periodicals LLC on behalf of Crop Science Society of America
- Identifiers
- 991005543985507891
- Copyright
- © 2021 The Authors
- Murdoch Affiliation
- Centre for Crop and Food Innovation; Food Futures Institute; State Agricultural Biotechnology Centre
- Language
- English
- Resource Type
- Journal article
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- Collaboration types
- Domestic collaboration
- International collaboration
- Citation topics
- 3 Agriculture, Environment & Ecology
- 3.4 Crop Science
- 3.4.96 QTL
- Web Of Science research areas
- Genetics & Heredity
- Plant Sciences
- ESI research areas
- Plant & Animal Science