Minimal Cut Sets and the Use of Failure Modes in Metabolic Networks

被引:3
|
作者
Clark, Sangaalofa T. [1 ]
Verwoerd, Wynand S. [1 ]
机构
[1] Lincoln Univ, Fac Ag & Life Sci, Ctr Adv Computat Solut C fACS, Dept Wine Food & Mol Biosci, POB 84, Lincoln 7647, New Zealand
关键词
minimal cut sets; elementary modes; metabolic networks;
D O I
10.3390/metabo2030567
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
A minimal cut set is a minimal set of reactions whose inactivation would guarantee a failure in a certain network function or functions. Minimal cut sets (MCSs) were initially developed from the metabolic pathway analysis method (MPA) of elementary modes (EMs); they provide a way of identifying target genes for eliminating a certain objective function from a holistic perspective that takes into account the structure of the whole metabolic network. The concept of MCSs is fairly new and still being explored and developed; the initial concept has developed into a generalized form and its similarity to other network characterizations are discussed. MCSs can be used in conjunction with other constraints-based methods to get a better understanding of the capability of metabolic networks and the interrelationship between metabolites and enzymes/genes. The concept could play an important role in systems biology by contributing to fields such as metabolic and genetic engineering where it could assist in finding ways of producing industrially relevant compounds from renewable resources, not only for economical, but also for sustainability, reasons.
引用
收藏
页码:567 / 595
页数:29
相关论文
共 50 条
  • [1] Minimal cut sets in a metabolic network are elementary modes in a dual network
    Ballerstein, Kathrin
    von Kamp, Axel
    Klamt, Steffen
    Haus, Utz-Uwe
    BIOINFORMATICS, 2012, 28 (03) : 381 - 387
  • [2] On the computation of minimal cut sets in genome scale metabolic networks
    Imielinski, Marcin
    Belta, Calin
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 4111 - +
  • [3] MCS2: minimal coordinated supports for fast enumeration of minimal cut sets in metabolic networks
    Miraskarshahi, Reza
    Zabeti, Hooman
    Stephen, Tamon
    Chindelevitch, Leonid
    BIOINFORMATICS, 2019, 35 (14) : I615 - I623
  • [4] Minimal cut sets in biochemical reaction networks
    Klamt, S
    Gilles, ED
    BIOINFORMATICS, 2004, 20 (02) : 226 - 234
  • [5] Sequential computation of elementary modes and minimal cut sets in genome-scale metabolic networks using alternate integer linear programming
    Song, Hyun-Seob
    Goldberg, Noam
    Mahajan, Ashutosh
    Ramkrishna, Doraiswami
    BIOINFORMATICS, 2017, 33 (15) : 2345 - 2353
  • [6] Speeding up the core algorithm for the dual calculation of minimal cut sets in large metabolic networks
    Klamt, Steffen
    Mahadevan, Radhakrishnan
    von Kamp, Axel
    BMC BIOINFORMATICS, 2020, 21 (01)
  • [7] Speeding up the core algorithm for the dual calculation of minimal cut sets in large metabolic networks
    Steffen Klamt
    Radhakrishnan Mahadevan
    Axel von Kamp
    BMC Bioinformatics, 21
  • [8] Generalized concept of minimal cut sets in biochemical networks
    Klamt, S
    BIOSYSTEMS, 2006, 83 (2-3) : 233 - 247
  • [9] Enumeration of minimal stoichiometric precursor sets in metabolic networks
    Ricardo Andrade
    Martin Wannagat
    Cecilia C. Klein
    Vicente Acuña
    Alberto Marchetti-Spaccamela
    Paulo V. Milreu
    Leen Stougie
    Marie-France Sagot
    Algorithms for Molecular Biology, 11
  • [10] Enumeration of minimal stoichiometric precursor sets in metabolic networks
    Andrade, Ricardo
    Wannagat, Martin
    Klein, Cecilia C.
    Acuna, Vicente
    Marchetti-Spaccamela, Alberto
    Milreu, Paulo V.
    Stougie, Leen
    Sagot, Marie-France
    ALGORITHMS FOR MOLECULAR BIOLOGY, 2016, 11