Frontiers in metabolic reconstruction and modeling of plant genomes

被引:56
|
作者
Seaver, Samuel M. D. [2 ,3 ]
Henry, Christopher S. [2 ,3 ]
Hanson, Andrew D. [1 ]
机构
[1] Univ Florida, Dept Hort Sci, Gainesville, FL 32611 USA
[2] Argonne Natl Lab, Math & Comp Sci Div, Argonne, IL 60439 USA
[3] Univ Chicago, Computat Inst, Chicago, IL 60637 USA
基金
美国国家科学基金会;
关键词
Comparative genomics; gap-filling; genome-scale models; metabolite repair; undiscovered genome content; NETWORK-BASED PREDICTION; GENE CLUSTERS; SCALE; DATABASE; PATHWAY; ARABIDOPSIS; DEHYDROGENASE; SEQUENCE; ACID; METHYLTRANSFERASES;
D O I
10.1093/jxb/err371
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
A major goal of post-genomic biology is to reconstruct and model in silico the metabolic networks of entire organisms. Work on bacteria is well advanced, and is now under way for plants and other eukaryotes. Genome-scale modelling in plants is much more challenging than in bacteria. The challenges come from features characteristic of higher organisms (subcellular compartmentation, tissue differentiation) and also from the particular severity in plants of a general problem: genome content whose functions remain undiscovered. This problem results in thousands of genes for which no function is known ('undiscovered genome content') and hundreds of enzymatic and transport functions for which no gene is yet identified. The severity of the undiscovered genome content problem in plants reflects their genome size and complexity. To bring the challenges of plant genome-scale modelling into focus, we first summarize the current status of plant genome-scale models. We then highlight the challenges - and ways to address them - in three areas: identifying genes for missing processes, modelling tissues as opposed to single cells, and finding metabolic functions encoded by undiscovered genome content. We also discuss the emerging view that a significant fraction of undiscovered genome content encodes functions that counter damage to metabolites inflicted by spontaneous chemical reactions or enzymatic mistakes.
引用
收藏
页码:2247 / 2258
页数:12
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