Literature DB >> 26109480

Metabolic network modeling of microbial communities.

Matthew B Biggs1, Gregory L Medlock1, Glynis L Kolling2, Jason A Papin1.   

Abstract

Genome-scale metabolic network reconstructions and constraint-based analyses are powerful methods that have the potential to make functional predictions about microbial communities. Genome-scale metabolic networks are used to characterize the metabolic functions of microbial communities via several techniques including species compartmentalization, separating species-level and community-level objectives, dynamic analysis, the 'enzyme-soup' approach, multiscale modeling, and others. There are many challenges in the field, including a need for tools that accurately assign high-level omics signals to individual community members, the need for improved automated network reconstruction methods, and novel algorithms for integrating omics data and engineering communities. As technologies and modeling frameworks improve, we expect that there will be corresponding advances in the fields of ecology, health science, and microbial community engineering.
© 2015 Wiley Periodicals, Inc.

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Year:  2015        PMID: 26109480      PMCID: PMC4575871          DOI: 10.1002/wsbm.1308

Source DB:  PubMed          Journal:  Wiley Interdiscip Rev Syst Biol Med        ISSN: 1939-005X


  115 in total

Review 1.  Towards synthetic microbial consortia for bioprocessing.

Authors:  Jasmine Shong; Manuel Rafael Jimenez Diaz; Cynthia H Collins
Journal:  Curr Opin Biotechnol       Date:  2012-03-01       Impact factor: 9.740

2.  Imaging secondary metabolism of Streptomyces sp. Mg1 during cellular lysis and colony degradation of competing Bacillus subtilis.

Authors:  Sarah R Barger; B Chris Hoefler; Andrés Cubillos-Ruiz; William K Russell; David H Russell; Paul D Straight
Journal:  Antonie Van Leeuwenhoek       Date:  2012-07-10       Impact factor: 2.271

3.  Thermophilic anaerobic oxidation of methane by marine microbial consortia.

Authors:  Thomas Holler; Friedrich Widdel; Katrin Knittel; Rudolf Amann; Matthias Y Kellermann; Kai-Uwe Hinrichs; Andreas Teske; Antje Boetius; Gunter Wegener
Journal:  ISME J       Date:  2011-06-23       Impact factor: 10.302

4.  Long-term phenotypic evolution of bacteria.

Authors:  Germán Plata; Christopher S Henry; Dennis Vitkup
Journal:  Nature       Date:  2014-10-26       Impact factor: 49.962

Review 5.  Recent advances in the reconstruction of metabolic models and integration of omics data.

Authors:  Rajib Saha; Anupam Chowdhury; Costas D Maranas
Journal:  Curr Opin Biotechnol       Date:  2014-03-12       Impact factor: 9.740

6.  The importance of compartmentalization in metabolic flux models: yeast as an ecosystem of organelles.

Authors:  Niels Klitgord; Daniel Segrè
Journal:  Genome Inform       Date:  2010-01

7.  Precision microbiome reconstitution restores bile acid mediated resistance to Clostridium difficile.

Authors:  Charlie G Buffie; Vanni Bucci; Richard R Stein; Peter T McKenney; Lilan Ling; Asia Gobourne; Daniel No; Hui Liu; Melissa Kinnebrew; Agnes Viale; Eric Littmann; Marcel R M van den Brink; Robert R Jenq; Ying Taur; Chris Sander; Justin R Cross; Nora C Toussaint; Joao B Xavier; Eric G Pamer
Journal:  Nature       Date:  2014-10-22       Impact factor: 49.962

Review 8.  Functional implications of the microbial community structure of undefined mesophilic starter cultures.

Authors:  Eddy J Smid; Oylum Erkus; Maciej Spus; Judith C M Wolkers-Rooijackers; Svetlana Alexeeva; Michiel Kleerebezem
Journal:  Microb Cell Fact       Date:  2014-08-29       Impact factor: 5.328

9.  A peptide-based method for 13C Metabolic Flux Analysis in microbial communities.

Authors:  Amit Ghosh; Jerome Nilmeier; Daniel Weaver; Paul D Adams; Jay D Keasling; Aindrila Mukhopadhyay; Christopher J Petzold; Héctor García Martín
Journal:  PLoS Comput Biol       Date:  2014-09-04       Impact factor: 4.475

10.  The feasibility of automated online flow cytometry for in-situ monitoring of microbial dynamics in aquatic ecosystems.

Authors:  Michael D Besmer; David G Weissbrodt; Bradley E Kratochvil; Jürg A Sigrist; Mathias S Weyland; Frederik Hammes
Journal:  Front Microbiol       Date:  2014-06-02       Impact factor: 5.640

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  36 in total

Review 1.  Microbial Surface Colonization and Biofilm Development in Marine Environments.

Authors:  Hongyue Dang; Charles R Lovell
Journal:  Microbiol Mol Biol Rev       Date:  2015-12-23       Impact factor: 11.056

2.  Species-specific transcriptomic network inference of interspecies interactions.

Authors:  Ryan S McClure; Christopher C Overall; Eric A Hill; Hyun-Seob Song; Moiz Charania; Hans C Bernstein; Jason E McDermott; Alexander S Beliaev
Journal:  ISME J       Date:  2018-05-24       Impact factor: 10.302

Review 3.  Community metabolic modeling approaches to understanding the gut microbiome: Bridging biochemistry and ecology.

Authors:  Helena Mendes-Soares; Nicholas Chia
Journal:  Free Radic Biol Med       Date:  2016-12-15       Impact factor: 7.376

4.  Metabolic network percolation quantifies biosynthetic capabilities across the human oral microbiome.

Authors:  David B Bernstein; Floyd E Dewhirst; Daniel Segrè
Journal:  Elife       Date:  2019-06-13       Impact factor: 8.140

Review 5.  Understanding and Engineering Distributed Biochemical Pathways in Microbial Communities.

Authors:  Xinyun Cao; Joshua J Hamilton; Ophelia S Venturelli
Journal:  Biochemistry       Date:  2018-11-20       Impact factor: 3.162

6.  MMinte: an application for predicting metabolic interactions among the microbial species in a community.

Authors:  Helena Mendes-Soares; Michael Mundy; Luis Mendes Soares; Nicholas Chia
Journal:  BMC Bioinformatics       Date:  2016-09-02       Impact factor: 3.169

Review 7.  Constraint-based stoichiometric modelling from single organisms to microbial communities.

Authors:  Willi Gottstein; Brett G Olivier; Frank J Bruggeman; Bas Teusink
Journal:  J R Soc Interface       Date:  2016-11       Impact factor: 4.118

Review 8.  From Genes to Ecosystems in Microbiology: Modeling Approaches and the Importance of Individuality.

Authors:  Jan-Ulrich Kreft; Caroline M Plugge; Clara Prats; Johan H J Leveau; Weiwen Zhang; Ferdi L Hellweger
Journal:  Front Microbiol       Date:  2017-11-27       Impact factor: 5.640

9.  Parametric studies of metabolic cooperativity in Escherichia coli colonies: Strain and geometric confinement effects.

Authors:  Joseph R Peterson; John A Cole; Zaida Luthey-Schulten
Journal:  PLoS One       Date:  2017-08-18       Impact factor: 3.240

10.  Microbial Community Metabolic Modeling: A Community Data-Driven Network Reconstruction.

Authors:  Christopher S Henry; Hans C Bernstein; Pamela Weisenhorn; Ronald C Taylor; Joon-Yong Lee; Jeremy Zucker; Hyun-Seob Song
Journal:  J Cell Physiol       Date:  2016-06-02       Impact factor: 6.384

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