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Modeling Plant Metabolism: From Network Reconstruction to Mechanistic Models.

Authors :
Clark TJ
Guo L
Morgan J
Schwender J
Source :
Annual review of plant biology [Annu Rev Plant Biol] 2020 Apr 29; Vol. 71, pp. 303-326. Date of Electronic Publication: 2020 Feb 04.
Publication Year :
2020

Abstract

Mathematical modeling of plant metabolism enables the plant science community to understand the organization of plant metabolism, obtain quantitative insights into metabolic functions, and derive engineering strategies for manipulation of metabolism. Among the various modeling approaches, metabolic pathway analysis can dissect the basic functional modes of subsections of core metabolism, such as photorespiration, and reveal how classical definitions of metabolic pathways have overlapping functionality. In the many studies using constraint-based modeling in plants, numerous computational tools are currently available to analyze large-scale and genome-scale metabolic networks. For <superscript>13</superscript> C-metabolic flux analysis, principles of isotopic steady state have been used to study heterotrophic plant tissues, while nonstationary isotope labeling approaches are amenable to the study of photoautotrophic and secondary metabolism. Enzyme kinetic models explore pathways in mechanistic detail, and we discuss different approaches to determine or estimate kinetic parameters. In this review, we describe recent advances and challenges in modeling plant metabolism.

Details

Language :
English
ISSN :
1545-2123
Volume :
71
Database :
MEDLINE
Journal :
Annual review of plant biology
Publication Type :
Academic Journal
Accession number :
32017600
Full Text :
https://doi.org/10.1146/annurev-arplant-050718-100221