Unique attributes of cyanobacterial metabolism revealed by improved genome-scale metabolic modeling and essential gene analysis

被引:102
作者
Broddrick, Jared T. [1 ,2 ]
Rubin, Benjamin E. [2 ,3 ]
Welkie, David G. [3 ]
Du, Niu [4 ,5 ]
Mih, Nathan [6 ]
Diamond, Spencer [2 ,7 ]
Lee, Jenny J. [2 ]
Golden, Susan S. [2 ,3 ]
Palsson, Bernhard O. [1 ,6 ]
机构
[1] Univ Calif San Diego, Dept Bioengn, San Diego, CA 92093 USA
[2] Univ Calif San Diego, Div Biol Sci, San Diego, CA 92093 USA
[3] Univ Calif San Diego, Ctr Circadian Biol, San Diego, CA 92093 USA
[4] Univ Calif San Diego, Scripps Inst Oceanog, San Diego, CA 92093 USA
[5] J Craig Venter Inst, Microbial & Environm Genom, La Jolla, CA 92037 USA
[6] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, San Diego, CA 92093 USA
[7] Univ Calif Berkeley, Dept Earth & Planetary Sci, Berkeley, CA 94704 USA
基金
美国国家科学基金会;
关键词
cyanobacteria; constraint-based modeling; TCA cycle; photosynthesis; Synechococcus elongatus; TRICARBOXYLIC-ACID CYCLE; SP PCC 6803; DEPENDENT PHOSPHOGLYCERATE MUTASE; INORGANIC CARBON LIMITATION; CONSTRAINT-BASED MODELS; FLUX BALANCE ANALYSIS; SP STRAIN PCC-7942; ESCHERICHIA-COLI; ELECTRON-TRANSPORT; BIOFUEL PRODUCTION;
D O I
10.1073/pnas.1613446113
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The model cyanobacterium, Synechococcus elongatus PCC 7942, is a genetically tractable obligate phototroph that is being developed for the bioproduction of high-value chemicals. Genome-scale models (GEMs) have been successfully used to assess and engineer cellular metabolism; however, GEMs of phototrophic metabolism have been limited by the lack of experimental datasets for model validation and the challenges of incorporating photon uptake. Here, we develop a GEM of metabolism in S. elongatus using random barcode transposon site sequencing (RB-TnSeq) essential gene and physiological data specific to photoautotrophic metabolism. The model explicitly describes photon absorption and accounts for shading, resulting in the characteristic linear growth curve of photoautotrophs. GEM predictions of gene essentiality were compared with data obtained from recent dense-transposon mutagenesis experiments. This dataset allowed major improvements to the accuracy of the model. Furthermore, discrepancies between GEM predictions and the in vivo dataset revealed biological characteristics, such as the importance of a truncated, linear TCA pathway, low flux toward amino acid synthesis from photorespiration, and knowledge gaps within nucleotide metabolism. Coupling of strong experimental support and photoautotrophic modeling methods thus resulted in a highly accurate model of S. elongatus metabolism that highlights previously unknown areas of S. elongatus biology.
引用
收藏
页码:E8344 / E8353
页数:10
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