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Notebooks demonstrating the usage of Bio2BEL packages

License: Apache License 2.0

Jupyter Notebook 100.00%
jupyter-notebook biological-expression-language data-integration semantics

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Combine all ChEMBL Resources in a super-graph

Let's look at what resources we have so far:

  1. HGNC to UniProt mapping
  2. UniProt to ChEMBL Proteins mapping
  3. ChEMBL Chemicals to InCHI
  4. ChEMBL chemical inhibition of proteins

Let's make a Jupyter notebook where we:

  1. Load each of those resources (either from the BEL file or a gpickle)
  2. Combine to a single graph
  3. Collapse all proteins to HGNC and all abundances to InCHI

Finally, it would be interesting to zoom in on molecules inhibiting certain proteins. Extract the subgraphs around:

  • CACNA1C
  • KANSL1
  • RNF5
  • NFKBIL1
  • PPT1
  • JAKMIP1

and display them using pybel-tools

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