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1.
Eur Phys J E Soft Matter ; 40(11): 106, 2017 Nov 30.
Article in English | MEDLINE | ID: mdl-29185124

ABSTRACT

Roughly 3/4 of human genomes are sequestered by nucleosomes, DNA spools with a protein core, dictating a broad range of biological processes, ranging from gene regulation, recombination, and replication, to chromosome condensation. Nucleosomes are dynamical structures and temporarily expose wrapped DNA through spontaneous unspooling from either end, a process called site exposure or nucleosome breathing. Here we ask how this process is influenced by the mechanical properties of the wrapped DNA, which is known to depend on the underlying base pair sequence. Using a coarse-grained nucleosome model we calculate the accessibility profiles for site exposure. We find that the process is very sensitive to sequence effects, so that evolution could potentially tune the accessibility of nucleosomal DNA and would only need a small number of mutations to do so.


Subject(s)
DNA/chemistry , Molecular Dynamics Simulation , Nucleosomes/chemistry , DNA/genetics , Evolution, Molecular , Histones/chemistry , Humans , Nucleosomes/genetics , Nucleosomes/metabolism
2.
BMC Bioinformatics ; 18(1): 157, 2017 Mar 07.
Article in English | MEDLINE | ID: mdl-28270095

ABSTRACT

BACKGROUND: In investigations of nucleosome positioning preferences, a model that assigns an affinity to a given sequence is necessary to make predictions. One important class of models, which treats a nucleosome sequence as a Markov chain, has been applied with success when informed with experimentally measured nucleosomal sequence preferences. RESULTS: We find that we can also use such models as a fast approximative scheme for computationally expensive biophysical models, vastly increasing their reach. Employing these models in this way also allows us to benchmark them for the first time. Doing so for the approximative in silico models indirectly tells us about the accuracy we can expect of them when applied to real data. CONCLUSION: We find that models presented in the literature should perform well, but this performance depends on factors such as the order of the Markov model, the preprocessing of the probability distributions on which the model is based, and the size and quality of the sequence ensemble from which those distributions are calculated.


Subject(s)
Chromatin Assembly and Disassembly , DNA/metabolism , Models, Biological , Models, Statistical , Nucleosomes/metabolism , Animals , Base Sequence , Computer Simulation , Humans , Markov Chains , Mice , Sequence Analysis, DNA
3.
Biophys J ; 112(3): 505-511, 2017 Feb 07.
Article in English | MEDLINE | ID: mdl-28131316

ABSTRACT

Sequences that influence nucleosome positioning in promoter regions, and their relation to gene regulation, have been the topic of much research over the last decade. In yeast, significant nucleosome-depleted regions are found, which facilitate transcription. With the arrival of nucleosome positioning maps for the human genome, it was discovered that in our genome, unlike in that of yeast, promoters encode for high nucleosome occupancy. In this work, we look at the genomes of a range of different organisms, to provide a catalog of nucleosome positioning signals in promoters across the tree of life. We utilize a computational model of the nucleosome, based on crystallographic analyses of the structure and elasticity of the nucleosome, to predict the nucleosome positioning signals in promoter regions. To be able to apply our model to large genomic datasets, we introduce an approximative scheme that makes use of the limited range of correlations in nucleosomal sequence preferences to create a computationally efficient approximation of the full biophysical model. Our predictions show that a clear distinction between unicellular and multicellular life is visible in the intrinsically encoded nucleosome affinity. Furthermore, the strength of the nucleosome positioning signals correlates with the complexity of the organism. We conclude that encoding for high nucleosome occupancy, as in the human genome, is in fact a universal feature of multicellular life.


Subject(s)
Evolution, Molecular , Genome, Human/genetics , Nucleosomes/metabolism , Promoter Regions, Genetic , Animals , Base Sequence , DNA/genetics , DNA/metabolism , Humans , Nucleosomes/genetics , Saccharomyces cerevisiae/genetics
4.
PLoS One ; 11(6): e0156905, 2016.
Article in English | MEDLINE | ID: mdl-27272176

ABSTRACT

Eukaryotic DNA is strongly bent inside fundamental packaging units: the nucleosomes. It is known that their positions are strongly influenced by the mechanical properties of the underlying DNA sequence. Here we discuss the possibility that these mechanical properties and the concomitant nucleosome positions are not just a side product of the given DNA sequence, e.g. that of the genes, but that a mechanical evolution of DNA molecules might have taken place. We first demonstrate the possibility of multiplexing classical and mechanical genetic information using a computational nucleosome model. In a second step we give evidence for genome-wide multiplexing in Saccharomyces cerevisiae and Schizosacharomyces pombe. This suggests that the exact positions of nucleosomes play crucial roles in chromatin function.


Subject(s)
DNA, Fungal/genetics , Nucleosomes/genetics , Saccharomyces cerevisiae/genetics , Schizosaccharomyces/genetics , Computer Simulation , Genetic Code , Models, Genetic , Models, Molecular , Monte Carlo Method
5.
J Phys Chem B ; 120(26): 5855-63, 2016 07 07.
Article in English | MEDLINE | ID: mdl-26991771

ABSTRACT

Nucleosomes, DNA spools with a protein core, engage about three-quarters of eukaryotic DNA and play a critical role in chromosomal processes, ranging from gene regulation, recombination, and replication to chromosome condensation. For more than a decade, micromanipulation experiments where nucleosomes are put under tension, as well as the theoretical interpretations of these experiments, have deepened our understanding of the stability and dynamics of nucleosomes. Here we give a theoretical explanation for a surprising new experimental finding: nucleosomes wrapped onto the 601 positioning sequence (the sequence used in most laboratories) respond highly asymmetrically to external forces by always unwrapping from the same end. Using a computational nucleosome model, we show that this asymmetry can be explained by differences in the DNA mechanics of two very short stretches on the wrapped DNA portion. Our finding suggests that the physical properties of nucleosomes, here the response to forces, can be tuned locally by the choice of the underlying base-pair sequence. This leads to a new view of nucleosomes: a physically highly varied set of DNA-protein complexes whose properties can be tuned on evolutionary time scales to their specific function in the genomic context.


Subject(s)
DNA/chemistry , Histones/chemistry , Nucleosomes/chemistry , Nucleotides/chemistry , Algorithms , Base Pairing , Humans , Models, Molecular , Thermodynamics
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