Automated model building using Taverna workflows from KEGG-Database
SEEK ID: https://fairdomhub.org/investigations/42
Projects: COSMIC
Investigation position:
Export PNG
Views: 2654
Created: 29th Nov 2012 at 11:09
This item has not yet been tagged.
Related items
Projects: COSMIC
Institutions: Beuth University of Applied Sciences Berlin
I am a biotechnologist with main focus on theoretical studies. Currently, I am working on the implementation of a parameter estimation algorithm on GPUs to reduce the computational burden of huge ODE systems. I am a PAL and I am looking forward to communication with other SYSMO members.
SysMO is a European transnational funding and research initiative on "Systems Biology of Microorganisms".
The goal pursued by SysMO was to record and describe the dynamic molecular processes going on in unicellular microorganisms in a comprehensive way and to present these processes in the form of computerized mathematical models.
Systems biology will raise biomedical and biotechnological research to a new quality level and contribute markedly to progress in understanding. Pooling European research ...
Projects: BaCell-SysMO, COSMIC, SUMO, KOSMOBAC, SysMO-LAB, PSYSMO, SCaRAB, MOSES, TRANSLUCENT, STREAM, SulfoSys, SysMO DB, SysMO Funders, SilicoTryp, Noisy-Strep
Web page: http://sysmo.net/
Systems Biology of Clostridium acetobutylicum - a possible answer to dwindling crude oil reserves
Programme: SysMO
Public web page: http://www.sysmo.net/index.php?index=54
Organisms: Clostridium acetobutylicum
Conversion from KEGG Reactome Information to SBTOOLBOX2 format.
Submitter: Sebastian Curth
Investigation: Modular Model Building
Assays: Example for model derivation from KEGG, Integration of data into the model
Snapshots: No snapshots
Annotation retrieval
Snapshots: No snapshots
Creation of the KEGG based Reactome
Submitter: Sebastian Curth
Investigation: Modular Model Building
Assays: Graph Analysis, KEGG Data Mining
Snapshots: No snapshots
Using Taverna for mining and MATLAB for conversion into specific formats (cytoscape, SBTOOLBOX2)
Submitter: Sebastian Curth
Biological problem addressed: Model Analysis Type
Investigation: Modular Model Building
Study: Reactome Analysis
Organisms: Clostridium acetobutylicum : ATCC824 (wild-type / wild-type)
Models: No Models
SOPs: No SOPs
Data files: Network statistics of Reactome, Results of Reaction Mining, Taverna Workflow for Compound Annotation from KEGG, Taverna Workflow for Gene-Reaction-Substrate-Pr..., Visualisation of Reaction Networks in C. acetob...
Snapshots: No snapshots
Cytoscape based analysis and yED based representation of clostridial Reactomes
Submitter: Sebastian Curth
Biological problem addressed: Model Analysis Type
Investigation: Modular Model Building
Study: Reactome Analysis
Organisms: Clostridium acetobutylicum : ATCC824 (wild-type / wild-type)
Models: No Models
SOPs: No SOPs
Data files: Network statistics of Reactome, Visualisation of Reaction Networks in C. acetob...
Snapshots: No snapshots
Submitter: Sebastian Curth
Biological problem addressed: Model Analysis Type
Investigation: Modular Model Building
Study: Automated Model Building
Organisms: Clostridium acetobutylicum : ATCC824 (wild-type / wild-type)
Models: No Models
SOPs: No SOPs
Data files: Conversion Script for Model Building from KEGG-..., Extracellular Compounds for Toy Model, Reactome Data of C. acetobutylicum for Toy Model, Toy Model Map
Snapshots: No snapshots
Submitter: Sebastian Curth
Biological problem addressed: Model Analysis Type
Investigation: Modular Model Building
Study: Automated Model Building
Organisms: Clostridium acetobutylicum : ATCC824 (wild-type / wild-type)
Models: No Models
SOPs: No SOPs
Data files: Example Data Input for Conversion from Standard..., Integration script
Snapshots: No snapshots
call ConvertStdModel2SBTtest('Conti_Ferm_Std', 'CD_Transcriptomic.csv', 'glucose.csv', 'OD.csv',0)
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
transcriptome, glucose, biomass data inside
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
- automated integration of transcriptomic and reactome data to differential equations
- structure of the paths is maintained
- continuous fermentation model in standard format for data integration, two component model (cell and fermenter)
call >> Kegg2SBToolbox2('model_map.txt', 'reactions_compounds_final.csv','extracellular.txt','testmodel.txt') for an example
where model_map is the desired mapping of species, reaction_compounds_final.csv is the entire network, extracellular.txt is a manual ...
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
Basic Graph statistics
RCM: Reaction-Compound Mapping, an edge between nodes means reaction contains metabolite MMM: Metabolite-Metabolite Mapping, an edge between nodes means these metabolites are reaction partners
_comp: entire network after removal of duplicated edges _del: taken from the entire network the largest connected subgraph after deletion of a set of nodes
betw: betweeness of nodes clos: closeness of nodes neigh: neighbours node_degree: number of edges per node path: shortest paths ...
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Reactome Analysis
Assays: Graph Analysis, KEGG Data Mining
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Automated Model Building
RCM: Reaction-Compound Mapping, an edge between nodes means reaction contains metabolite MMM: Metabolite-Metabolite Mapping, an edge between nodes means these metabolites are reaction partners
_comp: entire network after removal of duplicated edges _del: taken from the entire network the largest connected subgraph after deletion of a set of nodes _upload: entire network before removal of duplicated edges
X_depthY: subgraphs where X is a chosen central component and Y is the Yth of neighbour to ...
Creator: Sebastian Curth
Submitter: Sebastian Curth
Investigations: Modular Model Building
Studies: Reactome Analysis
Assays: Graph Analysis, KEGG Data Mining
Creator: Sebastian Curth
Submitter: Sebastian Curth
Out
Creator: Sebastian Curth
Submitter: Sebastian Curth
Columnwise datamatrix of reactions, gene identifiers, substrates and products. The direction of reactions is not given.
Creator: Sebastian Curth
Submitter: Sebastian Curth