Extrinsic and intrinsic nucleosome positioning signals
  In eukaryotic genomes, nucleosomes function to compact DNA and to regulate access to it both by simple physical occlusion and by providing the substrate for numerous covalent epigenetic tags. While nucleosome positions in vitro are determined by sequence alone, in vivo competition with other DNA-binding factors and action of chromatin remodeling enzymes play a role that needs to be quantified. We developed a biophysical model for the sequence dependence of DNA bending energies, and validated it against a collection of in vitro free energies of nucleosome formation and a nucleosome crystal structure; we also successfully designed both strong and poor histone binding sequences ab initio. For in vivo data from S.cerevisiae, the strongest positioning signal came from the competition with other factors. Based on sequence alone, our model predicts that functional transcription factor binding sites have a tendency to be covered by nucleosomes, but are uncovered in vivo because functional sites cluster within a single nucleosome footprint, making transcription factors bind cooperatively. Similarly a weak enhancement of nucleosome binding in the TATA region for naked DNA becomes a strong depletion when the TATA-binding protein is included, in quantitative agreement with experiment. Predictions at specific loci were also greatly enhanced by including competing factors. Our physically grounded model distinguishes multiple ways in which genomic sequence can influence nucleosome positions and thus provides an alternative explanation for several important experimental findings. 
Alexandre V. Morozov, Karissa Fortney, Daria A. Gaykalova, Vasily M.   Studitsky, Jonathan Widom, Eric D. Siggia