Enhancers and transcription factor binding sites that control cell-specific transcription in higher eukaryotes can be found up to hundreds of kilobases from the promoters that they control, making their identification challenging. A new study uses a model based on histone modifications and chromatin dynamics to predict functional elements involved in androgen receptor response.