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
  • [41] More than just a gut feeling: constraint-based genome-scale metabolic models for predicting functions of human intestinal microbes
    van der Ark, Kees C. H.
    van Heck, Ruben G. A.
    Dos Santos, Vitor A. P. Martins
    Belzer, Clara
    de Vos, Willem M.
    MICROBIOME, 2017, 5 : 78
  • [42] More than just a gut feeling: constraint-based genome-scale metabolic models for predicting functions of human intestinal microbes
    Kees C. H. van der Ark
    Ruben G. A. van Heck
    Vitor A. P. Martins Dos Santos
    Clara Belzer
    Willem M. de Vos
    Microbiome, 5
  • [43] Combining Constraint-Based and Imperative Programming in MABS for More Reliable Modelling
    Edmonds, Bruce
    Polhill, J. Gareth
    MULTI-AGENT-BASED SIMULATION XXIV, MABS 2023, 2024, 14558 : 46 - 57
  • [44] Evolution of C4 photosynthesis predicted by constraint-based modelling
    Blaetke, Mary-Ann
    Braeutigam, Andrea
    ELIFE, 2019, 8
  • [45] Combining Kinetic and Constraint-Based Modelling to Better Understand Metabolism Dynamics
    Moulin, Cecile
    Tournier, Laurent
    Peres, Sabine
    PROCESSES, 2021, 9 (10)
  • [46] Introduction to the special issue on Constraint-based approaches to Preference Modelling and Reasoning
    Meseguer, Pedro
    Rossi, Francesca
    Schiex, Thomas
    CONSTRAINTS, 2010, 15 (04) : 453 - 455
  • [47] FBA-SimVis: interactive visualization of constraint-based metabolic models
    Grafahrend-Belau, Eva
    Klukas, Christian
    Junker, Bjoern H.
    Schreiber, Falk
    BIOINFORMATICS, 2009, 25 (20) : 2755 - 2757
  • [48] WHOLE-GENOME METABOLIC NETWORK RECONSTRUCTION AND CONSTRAINT-BASED MODELING
    Haggart, Charles R.
    Bartell, Jennifer A.
    Saucerman, Jeffrey J.
    Papin, Jason A.
    METHODS IN ENZYMOLOGY, VOL 500: METHODS IN SYSTEMS BIOLOGY, 2011, 500 : 411 - 433
  • [49] Thermodynamic analysis of regulation in metabolic networks using constraint-based modeling
    Garg S.
    Yang L.
    Mahadevan R.
    BMC Research Notes, 3 (1)
  • [50] Correction to: FastMM: an efficient toolbox for personalized constraint-based metabolic modeling
    Gong-Hua Li
    Shaoxing Dai
    Feifei Han
    Wenxing Li
    Jingfei Huang
    Wenzhong Xiao
    BMC Bioinformatics, 21