sriram-lab/egem

Make module for seashore-ludlow analysis

ScottCampit opened this issue · 0 comments

Steps for drug sensitivity analysis:

  • Make code from Shen et al into a MATLAB function
  • Put AUC data in right format in MATLAB variable
  • Ensure that H3 relative values are formatted correctly
  • Run with bulk methylation genome scale metabolic model unconstrained (without inhibitor gene expression)
  • Analyze the results

Validation steps:

  • Use Le Roy et al data for proteomics instead of H3 relative values from the CCLE database
    • Create a MATLAB variable containing the methylation data

Next steps:

  • Add individual methylation reactions for specific metabolic markers onto the genome-scale model and save as a new metabolic model
  • Run same analysis to see if we can predict drug sensitivity for specific histone markers rather than bulk methylation.