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epigenome scale metabolic modeling for cancer metabolism

License: MIT License

MATLAB 100.00%
epigenomics cancer-metabolism metabolic-models histone-ptms histone-acetylation drug-sensitivity genome-scale-modeling metabolic-reconstruction

egem's Introduction

epiGenome-Scale Metabolic Modeling and Reconstruction Analysis

Summary

This repository contains data and analyses from contraint-based modeling of the metabolic effects on histone post-translational modifications

Installation

The code for this is stored under lib/matlab.

Description:

  • constrain_flux_regulation.m: A function that uses transcriptomics data to generate context-specific metabolic fluxes and models.
  • MATLAB_CODE.m: The MATLAB code used to generate all the analysis in Shen et al., 2019
  • supplementary_software_code.mat: The data used to generate all of the analysis.

References

Please cite

  • Shen, F., Boccuto, L., Pauly, R., Srikanth, S., & Chandrasekaran, S. (2019). Genome-scale network model of metabolism and histone acetylation reveals metabolic dependencies of histone deacetylase inhibitors. Genome biology, 20(1), 1-15.
  • Chandrasekaran, Sriram. "Tying Metabolic Branches With Histone Tails Using Systems Biology." Epigenetics insights 12 (2019)

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