Scientists using fragment-based drug discovery link fragments of different molecules together to create a more potent drug but may not know whether a compound works until millions of dollars have already been spent . The stakes are high in drug discovery: it’s estimated that it takes an average of 12 years and $2.7 billion to develop a new drug .