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Compilation of published genome-scale metabolic models (GEMs) for constraint-based modeling of the soil microbiome

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soil_microbe_GEMs

Compilation of published genome-scale metabolic models (GEMs) for constraint-based modeling of the soil microbiome

Each organism has its own directory. GEMs are uploaded in various formats depending on the original publication (usually XML/SBML). An R script was used to enforce a common nomenclature for all exchange metabolites (01_modify_metabolites.r). Python was used to verify COBRA compliance and ensure that growth rates match the rates described in publications. (/02_make_cobra_compliant.ipynb). GEMs have also been evaluated for growth on various carbon substrates (evaluate_carbon_usage.ipynb).

Simulation-ready GEMs can be integrated into community modeling frameworks of various flavors:
COBRApy  standard Flux-Balance Analysis (FBA), Flux-Variability Analysis (FVA)
COMETSpy  dynamic FBA, spatiotemporal simulations
MICOM  community trade-offs, growth rate estimation

60+ more GEMs to come soon!

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Compilation of published genome-scale metabolic models (GEMs) for constraint-based modeling of the soil microbiome

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