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ion-to-molecule-relationship-mapping - Map LC-MS ions to predicted molecular networks

Constructs a bipartite network graph linking predicted molecules to parent ions for visualization in Cytoscape.

Tags

Updated: 2026-09-18

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Construct bipartite network graph
  • Assign molecular and ion attributes
  • Export GraphML and CSV files

Inputs

  • Deduplicated molecular data table
  • Ion metadata table
  • Cosine similarity clustering results
  • Molecular predictions with ion identifiers

Outputs

  • GraphML or GML network file
  • Node CSV table
  • Edge CSV table
  • Cytoscape compatible network files

Requirements

  • Python environment
  • MolNotator library
  • Cytoscape software

Source

  • Spec: SKILL.md

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metabolomics
lc-ms
bipartite network
cytoscape
molnotator
Construct bipartite network graph
Assign molecular and ion attributes
Export GraphML and CSV files
Deduplicated molecular data table
Ion metadata table
Cosine similarity clustering results
GraphML or GML network file
Node CSV table
Edge CSV table