Nucleosome positioning plays an essential role in cellular processes by modulating accessibility of DNA to proteins. Here, using only sequence-dependent DNA flexibility and intrinsic curvature, we predict the nucleosome occupancy along the genomes of Saccharomyces cerevisiae and Drosophila melanogaster and demonstrate the predictive power and universality of our model through its correlation with experimentally determined nucleosome occupancy data. In yeast promoter regions, the computed average nucleosome occupancy closely superimposes with experimental data, exhibiting a 200 bp region unfavourable for nucleosome formation bordered by regions that facilitate nucleosome formation. In the fly, our model faithfully predicts promoter strength as encoded in distinct chromatin architectures characteristic of strongly and weakly expressed genes. We also predict that nucleosomes are repositioned by active mechanisms at the majority of fly promoters. Our model uses only basic physical properties to describe the wrapping of DNA around the histone core, yet it captures a substantial part of chromatins structural complexity, thus leading to a much better prediction of nucleosome occupancy than methods based merely on periodic curved DNA motifs. Our results indicate that the physical properties of the DNA chain, and not just the regulatory factors and chromatin-modifying enzymes, play key roles in eukaryotic transcription.
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Albert, Istvan
Mavrich, Travis N.
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机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Mavrich, Travis N.
Tomsho, Lynn P.
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机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Tomsho, Lynn P.
Qi, Ji
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机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Qi, Ji
Zanton, Sara J.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Zanton, Sara J.
Schuster, Stephan C.
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机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Schuster, Stephan C.
Pugh, B. Franklin
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h-index: 0
机构:
Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USAPenn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Brower-Toland, BD
Smith, CL
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Smith, CL
Yeh, RC
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Yeh, RC
Lis, JT
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Lis, JT
Peterson, CL
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Peterson, CL
Wang, MD
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h-index: 0
机构:
Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USACornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Ioshikhes, Ilya P.
Albert, Istvan
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Albert, Istvan
Zanton, Sara J.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Zanton, Sara J.
Pugh, B. Franklin
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USAPenn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Albert, Istvan
Mavrich, Travis N.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Mavrich, Travis N.
Tomsho, Lynn P.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Tomsho, Lynn P.
Qi, Ji
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Qi, Ji
Zanton, Sara J.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Zanton, Sara J.
Schuster, Stephan C.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
Schuster, Stephan C.
Pugh, B. Franklin
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USAPenn State Univ, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Brower-Toland, BD
Smith, CL
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Smith, CL
Yeh, RC
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Yeh, RC
Lis, JT
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Lis, JT
Peterson, CL
论文数: 0引用数: 0
h-index: 0
机构:Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
Peterson, CL
Wang, MD
论文数: 0引用数: 0
h-index: 0
机构:
Cornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USACornell Univ, Dept Phys, Atom & Solid State Phys Lab, Ithaca, NY 14853 USA
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Ioshikhes, Ilya P.
Albert, Istvan
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Albert, Istvan
Zanton, Sara J.
论文数: 0引用数: 0
h-index: 0
机构:Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Zanton, Sara J.
Pugh, B. Franklin
论文数: 0引用数: 0
h-index: 0
机构:
Penn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USAPenn State Univ, Ctr Gene Regulat, Dept Biochem & Mol Biol, University Pk, PA 16802 USA