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  • Flux Balance Analysis
  • Editing Models
  • Comparative Genomics
  • Expression
  • Metabolomics
  • Microbial Communities

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  1. Using Apps
  2. Analysis Apps in KBase

Metabolic Modeling

Some of the tools in KBase available for metabolic modeling

PreviousComparative GenomicsNextMetagenomics & Community Exploration

Last updated 1 year ago

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KBase has a suite of in microbes and plants. Genome-scale metabolic models can be used to explore an organism’s growth in specific media conditions, determine which biochemical pathways are present, optimize production of an important metabolite, identify high flux pathways, and more.

Flux Balance Analysis

  • – Construct genome-scale metabolic models based on a bacterial genome and media conditions utilizing omics-enabled global gapfilling (OMEGGA)

    • Red - consumed, green - produced, blue - not consumed

  • – Fill in missing reactions based on stoichiometry

  • – Predict metabolic fluxes based on steady state analyses

  • – Determine optimal conditions of flux

  • – Ensure accuracy

  • – View multiple models side by side

Editing Models

  • – Build unique models suited to specific experiments.

  • – Create specialized growth conditions

  • – Save modeling data for future analysis

Comparative Genomics

  • – Translate metabolic models from one organism to another

Expression

Metabolomics

    • When viewing flux is in green and expression is in brown. The oval size and color intensity reflects metabolite abundance.

Microbial Communities

– Compare reaction fluxes with gene expression values to identify metabolic pathways where expression and flux data agree or conflict and compare with chemical abundance data

– Reconcile models with empirical data

() – Display Escher metabolic pathways and combine pathways with flux balance analysis and metabolomics data to view flux or expression.

() – Generate novel compounds from an FBA Model and a Chemical Abundance Matrix

Pickaxe is part of the MINE Databases, documentation for which can be found here: .

() – Identify biochemical reactions to add to a draft metabolic model for production and consumption of exometabolites

– Investigate community metabolism

– Build a metagenome metabolic model from an annotated assembly or bins

Apps supporting the reconstruction, prediction, and design of metabolic models
MS2 - Build Prokaryotic Metabolic Models with OMEGGA
MS2 - Improved Gapfill Metabolic Model with OMEGGA
Run Flux Balance Analysis
Compare FBA solutions
Check Model Mass Balance
Compare Models
Edit Metabolic Model
Create or Edit Media
Bulk Download Modeling Objects
Propagate Model to New Genome
Compare Flux with Expression
Simulate Growth on Phenotype Data
Escher Pathway Viewer App
in beta
PickAxe App
in beta
https://github.com/tyo-nu/MINE-Database/blob/master/minedatabase/pickaxe.py
Fit Model to Exometabolite Data
in beta
Merge Metabolic Models into Community Model
Build Metagenome Metabolic Model