deyazoubi/Epistasis-
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##################empirical data############
#all data used in this paper are taken from {Szappanos,2011}
for both data files we exclude essential genes and genes associated with blocked reactions
and then calculated epistasis
combined_data_highconfidence.txt is used for Epistasis analysis
sgadata_metabolic_array_Deya.txt is used for is used for synthetic lethal analysis
################## model##################
- growth medium was set up to mimic the one used in the experiment
- 5 genes were deleted to mimic the strain background used in the experiments.
#Rdata files with the yeast7.6 model
##################kcat+molecular weights##################
experimental kcat values for 535 enzymes and molecular weights are taken from {Desouki, 2016}
for the remaining enzymes, we use the median of the 535 known values
for more detailed informations please see CRAN Package sybilccFBA
https://cran.r-project.org/web/packages/sybilccFBA/index.html
##################Results[Raw data]##################
Epistasis.Rdata:Rdata file with a Epistasis result at different constraint based method
dfs_neg1.Rdata:Rdata file with a recall, FPrate, precision, cutoffs, TP ,FP, FN, TN, result for negative interaction at different constraint based method
dfs_pos1.Rdata:Rdata file with a recall, FPrate, precision, cutoffs, TP ,FP, FN, TN, result for positive interaction at different constraint based method
##################synthetic lethal Results[Raw data]##################
SL_CBM.Rdata:Rdata file with a synthetic lethal result at different constraint based method
the results contain
ORF1 ORF2 WxWy(product of single mutant fitness) Wxy(double mutant fitness) Σ(Epistasis score simulation) EP.exp(Epistasis score experiment ) DMF.exp(double mutant fitness experiment)