Constraint-based metabolic modelling of marine microbes and communities

被引:4
|
作者
Fondi, Marco [1 ]
Fani, Renato [1 ]
机构
[1] Univ Florence, Dept Biol, Via Madonna Piano 6, I-50019 Florence, Italy
关键词
GENOME-SCALE RECONSTRUCTION; BACTERIUM; PATHWAYS; RESOURCE; NETWORK; WATER;
D O I
10.1016/j.margen.2017.06.003
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Constraint-based metabolic modelling (CBMM) consists in the use of computational methods and tools to perform genome-scale simulations and predict metabolic features at the whole cellular level. This approach is rapidly expanding in microbiology, as it combines reliable predictive abilities with conceptually and technically simple frameworks. Among the possible outcomes of CBMM, the capability to i) guide a focused planning of metabolic engineering experiments and ii) provide a system-level understanding of (single or community-level) microbial metabolic circuits also represent primary aims in present-day marine microbiology. In this work we briefly introduce the theoretical formulation behind CBMM and then review the most recent and effective case studies of CBMM of marine microbes and communities. Also, the emerging challenges and possibilities in the use of such methodologies in the context of marine microbiology/biotechnology are discussed. As the potential applications of CBMM have a very broad range, the topics presented in this review span over a large plethora of fields such as ecology, biotechnology and evolution. (c) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 50 条
  • [1] Advances in constraint-based modelling of microbial communities
    Heinken, Almut
    Basile, Arianna
    Thiele, Ines
    CURRENT OPINION IN SYSTEMS BIOLOGY, 2021, 27
  • [2] Constraint-based modelling captures the metabolic versatility of Desulfovibrio vulgaris
    Flowers, Jason J.
    Richards, Matthew A.
    Baliga, Nitin
    Meyer, Birte
    Stahl, David A.
    ENVIRONMENTAL MICROBIOLOGY REPORTS, 2018, 10 (02): : 190 - 201
  • [3] Constraint-based object modelling
    Zalik, B
    Guid, N
    Clapworthy, G
    JOURNAL OF ENGINEERING DESIGN, 1996, 7 (02) : 209 - 232
  • [4] Constraint-based stoichiometric modelling from single organisms to microbial communities
    Gottstein, Willi
    Olivier, Brett G.
    Bruggeman, Frank J.
    Teusink, Bas
    JOURNAL OF THE ROYAL SOCIETY INTERFACE, 2016, 13 (124)
  • [5] A constraint-based modelling approach to metabolic dysfunction in Parkinson's disease
    Mao, Longfei
    Nicolae, Averina
    Oliveira, Miguel A. P.
    He, Feng
    Hachi, Siham
    Fleming, Ronan M. T.
    COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL, 2015, 13 : 484 - 491
  • [6] A constraint-based language for modelling intelligent environments
    Gallardo M.-D.-M.
    Lavado L.
    Panizo L.
    Titolo L.
    Journal of Reliable Intelligent Environments, 2017, 3 (1) : 55 - 79
  • [7] sybil - Efficient constraint-based modelling in R
    Gelius-Dietrich, Gabriel
    Desouki, Abdelmoneim Amer
    Fritzemeier, Claus Jonathan
    Lercher, Martin J.
    BMC SYSTEMS BIOLOGY, 2013, 7
  • [8] Modelling resource transitions in constraint-based scheduling
    Barták, R
    SOFSEM 2002: THEORY AND PRACTICE OF INFORMATICS, 2002, 2540 : 186 - 194
  • [9] Modelling dynamic memory management in constraint-based testing
    Charreteur, Florence
    Botella, Bernard
    Gotlieb, Arnaud
    JOURNAL OF SYSTEMS AND SOFTWARE, 2009, 82 (11) : 1755 - 1766
  • [10] Modelling dynamic memory management in constraint-based testing
    Charreteur, Florence
    Botella, Bernard
    Gotlieb, Arnaud
    TAIC PART 2007 - TESTING: ACADEMIC AND INDUSTRIAL CONFERENCE - PRACTICE AND RESEARCH TECHNIQUES, PROCEEDINGS: CO-LOCATED WITH MUTATION 2007, 2007, : 111 - +