ArrayExpress Uploader0mouseAwildtypemixed 129Sv-C57Bl/6Embryonic Stem Cells (ESCs)bwildtypemixed 129Sv-C57Bl/6Embryonic Stem Cells (ESCs)Awildtypemixed 129Sv-C57Bl/6Neuronal progenitors (NP)bwildtypemixed 129Sv-C57Bl/6Neuronal progenitors (NP)Awildtypemixed 129Sv-C57Bl/6Terminal neurons (TN)bwildtypemixed 129Sv-C57Bl/6Terminal neurons (TN)6353arrayexpress_sid6While changes in chromatin are integral to transcriptional reprogramming during cellular differentiation, it is currently unclear how...E-GEOD-27114/profile/8773/arrayexpressuploader46cellchromatingenomeDec.12, 2014Falseexpression-data-from-rest-knock-out-versus-rest-wiE-GEOD-27114_A-AFFY-45Expression data from REST knock-out versus REST wild type cells during in vitro neurogenesisNov.11, 2014While changes in chromatin are integral to transcriptional reprogramming during cellular differentiation, it is currently unclear how chromatin modifications are targeted to specific loci. We developed a computational model on the premise that transcription factors (TFs) direct dynamic chromatin changes during cell fate decisions. When applied to a neurogenesis paradigm, this approach predicted the TF REST as a determinant of gain of Polycomb-mediated H3K27me3 in neuronal progenitor cells. We prove this prediction experimentally by showing that the absence of REST causes loss of H3K27me3 at target promoters in trans at the same cellular state. Moreover, promoter fragments containing a REST binding site are sufficient to recruit H3K27me3 in cis, while deletion of their REST site results in loss of H3K27me3. These findings illustrate that computational modeling can systematically identify TFs that regulate chromatin dynamics genome-wide. Local determination of Polycomb activity by REST exemplifies such TF based regulation of chromatin. Expression profiling of REST knock-out (RESTko) versus REST wildtype (RESTwt) or REST heterozygous knock-out (RESThet) cells at three stages of in vitro neuronal differentiation. RESTko and RESTwt/RESThet embryonic stem (ES) cells were differentiated to terminal neurons (TN) via a defined neuronal progenitor (NP) state. Three biological replicates (suffixes a to c).http://www.ebi.ac.uk/arrayexpress/experiments/E-GEOD-27114http://www.ebi.ac.uk/arrayexpress/experiments/E-GEOD-27114/samples/