Disclosed are identified and successfully targeted microRNAs (miRNAs) associated with human cancer cell line response to a range of anti-cancer agents. The strategy of integrating in vitro miRNA expression and drug sensitivity data not only aid in the characterization of determinants of cytotoxic response, but also in the identification of novel therapeutic targets.