The present invention provides methods of selectively killing a cell, comprising contacting the cell with an agent that inhibits phospho-ribosyl pyrophophosphate synthetase 2 (PRPS2). The present invention also provides methods of identifying a candidate agent that selectively kills neoplastic cells that are Myc-hyperactivated via inhibition of PRPS2.