https://github.com/cwieder/metanetworkintegration

https://github.com/cwieder/metanetworkintegration

Science Score: 13.0%

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Repository

Basic Info
  • Host: GitHub
  • Owner: cwieder
  • Language: Jupyter Notebook
  • Default Branch: main
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Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme

README.md

Network-Based Approaches for Integrating Metabolomics Data from Large-Scale Repositories

Content

This repository contains the following demo notebooks: - COVIDmetabolitemeta_network: Workflow for creating a metabolite-level meta network using COVID studies from the MetaboLights repository - COVIDpathwaynetwork: Workflow for creating a pathway-level meta network using COVID studies from the MetaboLights repository and Reactome pathways - Multistudynetwork: Workflow for creating a metabolite-study bipartite network using selected studies from MetabolomicsWorkbench - Workbenchglobalnetwork: Workflow for creating a global study-study network from MetabolomicsWorkbench

The Studies folder contains data for the COVID case study, originating from MetaboLights. Additional files required to run the notebooks are also provided.

Requirements

Code has been tested using Python 3.12 on a Windows/Linux/MacOS system. Dependencies are listed at the top of each notebook and are available via PyPI.

Owner

  • Login: cwieder
  • Kind: user
  • Location: London, UK
  • Company: Imperial College London

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