Make module for seashore-ludlow analysis
ScottCampit opened this issue · 0 comments
ScottCampit commented
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.