We combined the results from the duplicate http://www.selleckchem.com/products/Dasatinib.html screens in the final analyses. Inhibitors,Modulators,Libraries To account for plate to plate variability, we normalized across all the plates using non silencing control shR NAs that were present in each plate. To identify genes that when targeted promote paclitaxel sensitivity or resis tance, we generated a sensitivity index score for each shRNA obtained from replicate experiments after drug treatment, as previously described. The SI score accounts for the individual effect of shRNAs and the effect of drug on cell viability. A positive SI score is a measure of sensitivity and a negative SI score is indicative of resistance to paclitaxel treatment. In this study, we chose gene targets that are amplified overexpressed in breast and that increase paclitaxel sensitivity, as these are more likely to be better targets for pharmaco logical inhibition.
For selection of hits from our primary shRNA screen, we used a bootstrap algorithm Inhibitors,Modulators,Libraries to identify gene targets that had 3 shRNAs based on the mean SI 0. 078 and the corresponding 95% confidence interval. These criteria allowed for high confidence hits to be selected. As the number of positive scoring shRNAs for each gene increased, our confidence for these genes increased, Inhibitors,Modulators,Libraries as these are unlikely due to false posi tives or off target effects of individual shRNAs. However, since this method biased our hit selection for those genes that had more shRNAs in our sub library, we selected additional hits represented by genes that had 3 shRNAs but with a much more stringent cutoff of mean SI value 0. 150.
FRAP1 was previously identified through an RNAi screen as a target of paclitaxel sensitivity, and was used in our screen as a positive control Inhibitors,Modulators,Libraries in each plate. CASP3 shRNA was used as a negative control in each plate as we found that this gene, when downregulated, induces paclitaxel resistance. Three of the four shRNAs that target EGFR were highly sensitive to pacli taxel activity. EGFR is a known target of paclitaxel sensitivity as erlotinib, an EGFR inhib itor, increases paclitaxel activity in vivo. Addition ally, TUBG1, tubulin gamma 1, a component of the tubulin ring complex, involved in mitotic spin dle formation, enhanced paclitaxel sensitivity. TuRC has previously been shown to enhance paclitaxel Inhibitors,Modulators,Libraries sensitivity, in vitro. These data collectively validated our primary shRNA screening approach.
To determine if the results selleckchem of the shRNA screen were reproducible in breast cancer cells, we validated the top 36 high confidence hits from the shRNA screen that were amplified overexpressed in breast cancer and had positive SI values. Some of the genes selected are targets of agents that have not been tested for efficacy in combination with paclitaxel in the preclinical setting and are of biological relevance and interest signal ing.