From systems biology to photosynthesis and whole-plant physiology: A conceptual model for integrating multi-scale networks

David J. Weston, Paul J. Hanson, Richard J. Norby, Gerald A. Tuskan, Stan D. Wullschleger

Research output: Contribution to journalArticlepeer-review

12 Scopus citations

Abstract

Network analysis is now a common statistical tool for molecular biologists. Network algorithms are readily used to model gene, protein and metabolic correlations providing insight into pathways driving biological phenomenon. One output from such an analysis is a candidate gene list that can be responsible, in part, for the biological process of interest. The question remains, however, as to whether molecular network analysis can be used to inform process models at higher levels of biological organization. In our previous work, transcriptional networks derived from three plant species were constructed, interrogated for orthology and then correlated with photosynthetic inhibition at elevated temperature. One unique aspect of that study was the link from co-expression networks to net photosynthesis. In this addendum, we propose a conceptual model where traditional network analysis can be linked to whole-plant models thereby informing predictions on key processes such as photosynthesis, nutrient uptake and assimilation, and C partitioning.

Original languageEnglish
JournalPlant Signaling and Behavior
Volume7
Issue number2
StatePublished - Feb 2012

Funding

Research was conducted at Oak RidgeNational Laboratory, and supported bythe US. Department of Energy (DOE),Office of Science, Biological and Environmental Research; and the Laboratory Directed Research and Development Program of Oak Ridge National Laboratory, managed by UT-Battelle, L.L.C., for the US Department of Energy under

FundersFunder number
U.S. Department of Energy
Biological and Environmental Research
Oak Ridge National Laboratory

    Keywords

    • Ecology
    • Modeling
    • Molecular biology
    • Networks
    • Photosynthesis
    • Transcriptomics

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