where, Yij1R and Yij1P are gene-gene relationships defined over resistant and parental networks, respectively, and the probabilities are estimated using MCMC sampling. We then selected only those gene-pairs for which the odds score and PruijR=1 are greater than conservative thresholds, and identified these as the gene-pairs which are potentially involved in drug-resistance.