Metabolic network reconstruction of Chlamydomonas offers insight into light-driven algal metabolism

被引:212
作者
Chang, Roger L. [2 ]
Ghamsari, Lila [3 ,4 ,5 ]
Manichaikul, Ani [6 ]
Hom, Erik F. Y. [7 ]
Balaji, Santhanam [3 ,4 ,5 ]
Fu, Weiqi [8 ]
Shen, Yun [3 ,4 ,5 ]
Hao, Tong [3 ,4 ,5 ]
Palsson, Bernhard O. [2 ]
Salehi-Ashtiani, Kourosh [1 ,3 ,4 ,5 ,9 ]
Papin, Jason A. [6 ]
机构
[1] New York Univ Abu Dhabi, Abu Dhabi, U Arab Emirates
[2] Univ Calif San Diego, Dept Bioengn, La Jolla, CA 92093 USA
[3] Dana Farber Canc Inst, Ctr Canc Syst Biol, Boston, MA 02115 USA
[4] Dana Farber Canc Inst, Dept Canc Biol, Boston, MA 02115 USA
[5] Harvard Univ, Sch Med, Dept Genet, Boston, MA USA
[6] Univ Virginia, Dept Biomed Engn, Charlottesville, VA 22908 USA
[7] Harvard Univ, Dept Mol & Cellular Biol, Cambridge, MA 02138 USA
[8] Univ Iceland, Ctr Syst Biol, Reykjavik, Iceland
[9] NYU, Dept Biol, Ctr Genom & Syst Biol, New York, NY 10003 USA
基金
美国国家科学基金会;
关键词
Chlamydomonas reinhardtii; lipid metabolism; metabolic engineering; photobioreactor; FLUX BALANCE ANALYSIS; ESCHERICHIA-COLI; PROTOCHLOROPHYLLIDE REDUCTASE; CARBONIC-ANHYDRASE; FATTY-ACIDS; REINHARDTII; MODELS; MUTANT; BIOSYNTHESIS; EFFICIENCY;
D O I
10.1038/msb.2011.52
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Metabolic network reconstruction encompasses existing knowledge about an organism's metabolism and genome annotation, providing a platform for omics data analysis and phenotype prediction. The model alga Chlamydomonas reinhardtii is employed to study diverse biological processes from photosynthesis to phototaxis. Recent heightened interest in this species results from an international movement to develop algal biofuels. Integrating biological and optical data, we reconstructed a genome-scale metabolic network for this alga and devised a novel light-modeling approach that enables quantitative growth prediction for a given light source, resolving wavelength and photon flux. We experimentally verified transcripts accounted for in the network and physiologically validated model function through simulation and generation of new experimental growth data, providing high confidence in network contents and predictive applications. The network offers insight into algal metabolism and potential for genetic engineering and efficient light source design, a pioneering resource for studying light-driven metabolism and quantitative systems biology. Molecular Systems Biology 7: 518; published online 2 August 2011; doi:10.1038/msb.2011.52
引用
收藏
页数:13
相关论文
共 64 条
[1]   Photobiological hydrogen production: photochemical efficiency and bioreactor design [J].
Akkerman, I ;
Janssen, M ;
Rocha, J ;
Wijffels, RH .
INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2002, 27 (11-12) :1195-1208
[2]  
[Anonymous], 2007, PHOTOBIOLOGY SCI LIF
[3]   Zeaxanthin accumulation in the absence of a functional xanthophyll cycle protects Chlamydomonas reinhardtii from photooxidative stress [J].
Baroli, I ;
Do, AD ;
Yamane, T ;
Niyogi, KK .
PLANT CELL, 2003, 15 (04) :992-1008
[4]  
BARTA DJ, 1992, ADV SPACE RES-SERIES, V12, P141, DOI 10.1016/0273-1177(92)90020-X
[5]   Quantitative prediction of cellular metabolism with constraint-based models: the COBRA Toolbox [J].
Becker, Scott A. ;
Feist, Adam M. ;
Mo, Monica L. ;
Hannum, Gregory ;
Palsson, Bernhard O. ;
Herrgard, Markus J. .
NATURE PROTOCOLS, 2007, 2 (03) :727-738
[6]  
Berg J.M., 2007, Biochemistry, V6th
[7]   Regulation of carotenoid biosynthesis genes in response to light in Chlamydomonas reinhardtii [J].
Bohne, F ;
Linden, H .
BIOCHIMICA ET BIOPHYSICA ACTA-GENE STRUCTURE AND EXPRESSION, 2002, 1579 (01) :26-34
[8]   Flux balance analysis of primary metabolism in Chlamydomonas reinhardtii [J].
Boyle, Nanette R. ;
Morgan, John A. .
BMC SYSTEMS BIOLOGY, 2009, 3
[9]   In silico aided metabolic engineering of Saccharomyces cerevisiae for improved bioethanol production [J].
Bro, C ;
Regenberg, B ;
Förster, J ;
Nielsen, J .
METABOLIC ENGINEERING, 2006, 8 (02) :102-111
[10]   yellow-in-the-dark mutants of chlamydomonas lack the CHLL subunit of light-independent protochlorophyllide reductase [J].
Cahoon, AB ;
Timko, MP .
PLANT CELL, 2000, 12 (04) :559-568