Modelling cyanobacteria: from metabolism to integrative models of phototrophic growth

被引:41
作者
Steuer, Ralf [1 ]
Knoop, Henning [1 ]
Machne, Rainer [2 ]
机构
[1] Humboldt Univ, Inst Theoret Biol, D-10115 Berlin, Germany
[2] Univ Vienna, Inst Theoret Chem, A-1010 Vienna, Austria
关键词
Ecosystems biology; flux balance analysis (FBA); network reconstruction; photosynthesis; quantitative modelling; systems biology; FLUX BALANCE ANALYSIS; CONSTRAINT-BASED MODELS; SYSTEMS BIOLOGY; CIRCADIAN CLOCK; IN-SILICO; PHOTOAUTOTROPHIC METABOLISM; THERMODYNAMIC CONSTRAINTS; QUANTITATIVE PREDICTION; NETWORK RECONSTRUCTION; BIOCHEMICAL NETWORKS;
D O I
10.1093/jxb/ers018
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Cyanobacteria are phototrophic microorganisms of global importance and have recently attracted increasing attention due to their capability to convert sunlight and atmospheric CO2 directly into organic compounds, including carbon-based biofuels. The utilization of cyanobacteria as a biological chassis to generate third-generation biofuels would greatly benefit from an increased understanding of cyanobacterial metabolism and its interplay with other cellular processes. In this respect, metabolic modelling has been proposed as a way to overcome the traditional trial and error methodology that is often employed to introduce novel pathways. In particular, flux balance analysis and related methods have proved to be powerful tools to investigate the organization of large-scale metabolic networks-with the prospect of predicting modifications that are likely to increase the yield of a desired product and thereby to streamline the experimental progress and avoid futile avenues. This contribution seeks to describe the utilization of metabolic modelling as a research tool to understand the metabolism and phototrophic growth of cyanobacteria. The focus of the contribution is on a mathematical description of the metabolic network of Synechocystis sp. PCC 6803 and its analysis using constraint-based methods. A particular challenge is to integrate the description of the metabolic network with other cellular processes, such as the circadian clock, the photosynthetic light reactions, carbon concentration mechanism, and transcriptional regulation-aiming at a predictive model of a cyanobacterium in silico.
引用
收藏
页码:2259 / 2274
页数:16
相关论文
共 95 条
  • [1] Toward an understanding of cell growth and the cell division cycle of unicellular photoautotrophic cyanobacteria
    Asato, Y
    [J]. CELLULAR AND MOLECULAR LIFE SCIENCES, 2003, 60 (04) : 663 - 687
  • [2] Asato Y, 2006, CURR ISSUES MOL BIOL, V8, P91
  • [3] Direct photosynthetic recycling of carbon dioxide to isobutyraldehyde
    Atsumi, Shota
    Higashide, Wendy
    Liao, James C.
    [J]. NATURE BIOTECHNOLOGY, 2009, 27 (12) : 1177 - U142
  • [4] A MODEL FOR HCO3- ACCUMULATION AND PHOTOSYNTHESIS IN THE CYANOBACTERIUM SYNECHOCOCCUS SP - THEORETICAL PREDICTIONS AND EXPERIMENTAL-OBSERVATIONS
    BADGER, MR
    BASSETT, M
    COMINS, HN
    [J]. PLANT PHYSIOLOGY, 1985, 77 (02) : 465 - 471
  • [5] High rates of photobiological H2 production by a cyanobacterium under aerobic conditions
    Bandyopadhyay, Anindita
    Stoeckel, Jana
    Min, Hongtao
    Sherman, Louis A.
    Pakrasi, Himadri B.
    [J]. NATURE COMMUNICATIONS, 2010, 1
  • [6] Network biology:: Understanding the cell's functional organization
    Barabási, AL
    Oltvai, ZN
    [J]. NATURE REVIEWS GENETICS, 2004, 5 (02) : 101 - U15
  • [7] Thermodynamic constraints for biochemical networks
    Beard, DA
    Babson, E
    Curtis, E
    Qian, H
    [J]. JOURNAL OF THEORETICAL BIOLOGY, 2004, 228 (03) : 327 - 333
  • [8] Quantitative prediction of cellular metabolism with constraint-based models: the COBRA Toolbox
    Becker, Scott A.
    Feist, Adam M.
    Mo, Monica L.
    Hannum, Gregory
    Palsson, Bernhard O.
    Herrgard, Markus J.
    [J]. NATURE PROTOCOLS, 2007, 2 (03) : 727 - 738
  • [9] Hurdles and challenges for modelling and control of microalgae for CO2 mitigation and biofuel production
    Bernard, Olivier
    [J]. JOURNAL OF PROCESS CONTROL, 2011, 21 (10) : 1378 - 1389
  • [10] A sequestration feedback determines dynamics and temperature entrainment of the KaiABC circadian clock
    Brettschneider, Christian
    Rose, Rebecca J.
    Hertel, Stefanie
    Axmann, Ilka M.
    Heck, Albert J. R.
    Kollmann, Markus
    [J]. MOLECULAR SYSTEMS BIOLOGY, 2010, 6 : 389