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Modelling-and-transcriptomics-analysis-of-QTNs

The entire repository is organized into two folders:

  1. metabolic-modelling-of-SPO-QTNs
  2. RNA_seq-analysis

metabolic-modelling-of-SPO-QTNs

The folder QTN_specific_metabolic_models has all the QTN-specific metabolic models built in this study


Description of other files

CreateSNPSpecificModel.m: This Matlab code file builds all the QTN-specific models using model extraction algorithms:iMAT, FASTCORE, and INIT by preprocessing the gene-expression data (tpm_counts_Average.csv) using LocalGini or Standep from Yeast genome-scale model (yeastGEM.mat)

--localgini thresholding algorithm can be assessed from https://github.com/NiravBhattLab/Localgini/tree/main

-- The models generated using LocalGini and iMAT are given in the folder.

RNA_seq-analysis

Deseq2_analysis_up_down.R: This is for differential gene expression analysis

Rif_OOOO_TFs.R: This is for regulatory impact factor analysis

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