DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: The ModelSEED Biochemistry Database for the integration of metabolic annotations and the reconstruction, comparison and analysis of metabolic models for plants, fungi and microbes

Journal Article · · Nucleic Acids Research
ORCiD logo [1]; ORCiD logo [1];  [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [6]; ORCiD logo [7];  [7]; ORCiD logo [8]; ORCiD logo [9]; ORCiD logo [9]; ORCiD logo [9]; ORCiD logo [9]; ORCiD logo [10] more »; ORCiD logo [9]; ORCiD logo [1] « less
  1. Computing, Environment, and Life Sciences Division, Argonne National Laboratory, Lemont, IL 60439, USA
  2. Center for Individualized Medicine, Mayo Clinic, Rochester, MN 55905, USA
  3. Department of Biology, Institute of Molecular Systems Biology, Eidgenössische Technische Hochschule Zürich, CH-8093 Zürich, Switzerland
  4. Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kongens Lyngby, 2800, Denmark
  5. Department of Biology, Hope College, Holland, MI 49423, USA
  6. Department of Computer Science, Hope College, Holland, MI 49423, USA
  7. Biosciences and Biotechnology Division, Lawrence Livermore National Laboratory, Livermore, CA 94550, USA
  8. Computational Science Initiative, Brookhaven National Laboratory, Upton, NY 11973, USA
  9. Environmental Genomics and Systems Biology Division, E.O. Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
  10. Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA

Abstract For over 10 years, ModelSEED has been a primary resource for the construction of draft genome-scale metabolic models based on annotated microbial or plant genomes. Now being released, the biochemistry database serves as the foundation of biochemical data underlying ModelSEED and KBase. The biochemistry database embodies several properties that, taken together, distinguish it from other published biochemistry resources by: (i) including compartmentalization, transport reactions, charged molecules and proton balancing on reactions; (ii) being extensible by the user community, with all data stored in GitHub; and (iii) design as a biochemical ‘Rosetta Stone’ to facilitate comparison and integration of annotations from many different tools and databases. The database was constructed by combining chemical data from many resources, applying standard transformations, identifying redundancies and computing thermodynamic properties. The ModelSEED biochemistry is continually tested using flux balance analysis to ensure the biochemical network is modeling-ready and capable of simulating diverse phenotypes. Ontologies can be designed to aid in comparing and reconciling metabolic reconstructions that differ in how they represent various metabolic pathways. ModelSEED now includes 33,978 compounds and 36,645 reactions, available as a set of extensible files on GitHub, and available to search at https://modelseed.org and KBase.

Sponsoring Organization:
USDOE Office of Science (SC), Biological and Environmental Research (BER)
Grant/Contract Number:
AC02-06CH11357; AC02-05CH11231; AC05-00OR22725; AC52-07NA27344
OSTI ID:
1668123
Journal Information:
Nucleic Acids Research, Journal Name: Nucleic Acids Research Journal Issue: D1 Vol. 49; ISSN 0305-1048
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United Kingdom
Language:
English

References (67)

Towards kinetic modeling of genome-scale metabolic networks without sacrificing stoichiometric, thermodynamic and physiological constraints journal August 2013
Microbial Community Metabolic Modeling: A Community Data-Driven Network Reconstruction: COMMUNITY DATA-DRIVEN METABOLIC NETWORK MODELING journal June 2016
In silico aided metabolic engineering of Klebsiella oxytoca and fermentation optimization for enhanced 2,3-butanediol production journal June 2013
Experimental testing of a spatiotemporal metabolic model for carbon monoxide fermentation with Clostridium autoethanogenum journal January 2018
Using systems biology approaches to elucidate cause and effect in host–microbiome interactions journal June 2017
Improving prediction fidelity of cellular metabolism with kinetic descriptions journal December 2015
Metagenome level metabolic network reconstruction analysis reveals the microbiome in the Bogotá River is functionally close to the microbiome in produced water journal May 2019
Metabolic engineering of Escherichia coli for the de novo stereospecific biosynthesis of 1,2-propanediol through lactic acid journal June 2019
Network-based metabolic analysis and microbial community modeling journal June 2016
The effects of alternate optimal solutions in constraint-based genome-scale metabolic models journal October 2003
Identifying gene targets for the metabolic engineering of lycopene biosynthesis in Escherichia coli journal May 2005
Model-based metabolic engineering enables high yield itaconic acid production by Escherichia coli journal November 2016
In silico metabolic engineering of Clostridium ljungdahlii for synthesis gas fermentation journal November 2016
Gene Ontology: tool for the unification of biology journal May 2000
Computational reconstruction of tissue‐specific metabolic models: application to human liver metabolism journal January 2010
Long-term phenotypic evolution of bacteria journal October 2014
Rewriting yeast central carbon metabolism for industrial isoprenoid production journal September 2016
High-throughput generation, optimization and analysis of genome-scale metabolic models journal August 2010
KBase: The United States Department of Energy Systems Biology Knowledgebase journal July 2018
Metabolic modelling reveals the specialization of secondary replicons for niche adaptation in Sinorhizobium meliloti journal July 2016
A genome-scale Escherichia coli kinetic metabolic model k-ecoli457 satisfying flux data for multiple mutant strains journal December 2016
Towards automatic classification within the ChEBI ontology journal July 2009
Computational analysis of the productivity potential of CAM journal February 2018
MEMOTE for standardized genome-scale metabolic model testing journal March 2020
Metabolic Reconstruction and Modeling Microbial Electrosynthesis journal August 2017
Elucidating dynamic metabolic physiology through network integration of quantitative time-course metabolomics journal April 2017
Low carbon fuels and commodity chemicals from waste gases – systematic approach to understand energy metabolism in a model acetogen journal January 2016
High-throughput comparison, functional annotation, and metabolic modeling of plant genomes using the PlantSEED resource journal June 2014
Comparative genome-scale modelling of Staphylococcus aureus strains identifies strain-specific metabolic capabilities linked to pathogenicity journal June 2016
An integrated open framework for thermodynamics of reactions that combines accuracy and coverage journal May 2012
MetaNetX.org: a website and repository for accessing, analysing and manipulating metabolic networks journal January 2013
UniRef clusters: a comprehensive and scalable alternative for improving sequence similarity searches journal November 2014
The Subsystems Approach to Genome Annotation and its Use in the Project to Annotate 1000 Genomes journal September 2005
ExplorEnz: the primary source of the IUBMB enzyme list journal January 2009
Data, information, knowledge and principle: back to metabolism in KEGG journal November 2013
BiGG Models: A platform for integrating, standardizing and sharing genome-scale models journal October 2015
KEGG as a reference resource for gene and protein annotation journal October 2015
The MetaCyc database of metabolic pathways and enzymes and the BioCyc collection of pathway/genome databases journal November 2015
A Diel Flux Balance Model Captures Interactions between Light and Dark Metabolism during Day-Night Cycles in C 3 and Crassulacean Acid Metabolism Leaves journal March 2014
Genome-Scale Metabolic Model for the Green Alga Chlorella vulgaris UTEX 395 Accurately Predicts Phenotypes under Autotrophic, Heterotrophic, and Mixotrophic Growth Conditions journal July 2016
Global phenotypic characterization of bacteria journal January 2009
PlantSEED enables automated annotation and reconstruction of plant primary metabolism with improved compartmentalization and comparative consistency journal August 2018
MetRxn: a knowledgebase of metabolites and reactions spanning metabolic models and databases journal January 2012
Optimization based automated curation of metabolic reconstructions journal January 2007
Towards a genome-scale kinetic model of cellular metabolism journal January 2010
Metabolic network reconstruction and genome-scale model of butanol-producing strain Clostridium beijerinckii NCIMB 8052 journal January 2011
A multi-tissue type genome-scale metabolic network for analysis of whole-body systems physiology journal January 2011
Open Babel: An open chemical toolbox journal October 2011
An expanded genome-scale model of Escherichia coli K-12 (iJR904 GSM/GPR) journal August 2003
iBsu1103: a new genome-scale metabolic model of Bacillus subtilis based on SEED annotations journal January 2009
Modeling central metabolism and energy biosynthesis across microbial life journal August 2016
Combining multiple functional annotation tools increases coverage of metabolic annotation journal December 2018
Reframing gene essentiality in terms of adaptive flexibility journal December 2018
Genome-scale metabolic reconstructions and theoretical investigation of methane conversion in Methylomicrobium buryatense strain 5G(B1) journal November 2015
Metabolic network model guided engineering ethylmalonyl-CoA pathway to improve ascomycin production in Streptomyces hygroscopicus var. ascomyceticus journal October 2017
A systematic assessment of current genome-scale metabolic reconstruction tools journal August 2019
MINEs: open access databases of computationally predicted enzyme promiscuity products for untargeted metabolomics journal August 2015
Improved Metabolic Models for E. coli and Mycoplasma genitalium from GlobalFit, an Algorithm That Simultaneously Matches Growth and Non-Growth Data Sets journal August 2016
Metabolic models and gene essentiality data reveal essential and conserved metabolism in prokaryotes journal November 2018
Systematic Construction of Kinetic Models from Genome-Scale Metabolic Networks journal November 2013
Predicting Essential Metabolic Genome Content of Niche-Specific Enterobacterial Human Pathogens during Simulation of Host Environments journal February 2016
Group Contribution Method for Thermodynamic Analysis of Complex Metabolic Networks journal August 2008
Genome-Scale Reconstruction of the Metabolic Network in Oenococcus oeni to Assess Wine Malolactic Fermentation journal March 2017
A Genome-Scale Metabolic Model for Methylococcus capsulatus (Bath) Suggests Reduced Efficiency Electron Transfer to the Particulate Methane Monooxygenase journal December 2018
ESS: A Tool for Genome-Scale Quantification of Essentiality Score for Reaction/Genes in Constraint-Based Modeling journal September 2018
Improved evidence-based genome-scale metabolic models for maize leaf, embryo, and endosperm journal March 2015
Genome-Scale Metabolic Model of Actinosynnema pretiosum ATCC 31280 and Its Application for Ansamitocin P-3 Production Improvement journal July 2018