scholarly journals A novel DNA sequence periodicity decodes nucleosome positioning

2008 ◽  
Vol 36 (19) ◽  
pp. 6228-6236 ◽  
Author(s):  
Kaifu Chen ◽  
Qingshu Meng ◽  
Lina Ma ◽  
Qingyou Liu ◽  
Petrus Tang ◽  
...  
Keyword(s):  
Dna Sequence ◽  
Nucleosome Positioning ◽  
Sequence Periodicity

scholarly journals Nucleosome Positioning with Set of Key Positions and Nucleosome Affinity

2014 ◽  
Vol 8 (1) ◽  
pp. 166-170 ◽  
Author(s):  
Jia Wang ◽  
Shuai Liu ◽  
Weina Fu
Keyword(s):  
Neural Network ◽  
Experimental Data ◽  
Dna Sequence ◽  
Dna Sequences ◽  
Nucleosome Positioning ◽  
Experimental Results ◽  
Negative Effects ◽  
Sequence Structure ◽  
Precise Positioning ◽  
Histone Octamer

The formation and precise positioning of nucleosome in chromatin occupies a very important role in studying life process. Today, there are many researchers who discovered that the positioning where the location of a DNA sequence fragment wraps around a histone octamer in genome is not random but regular. However, the positioning is closely relevant to the concrete sequence of core DNA. So in this paper, we analyzed the relation between the affinity and sequence structure of core DNA, and extracted the set of key positions. In these positions, the nucleotide sequences probably occupy mainly action in the binding. First, we simplified and formatted the experimental data with the affinity. Then, to find the key positions in the wrapping, we used neural network to analyze the positive and negative effects of nucleosome generation for each position in core DNA sequences. However, we reached a class of weights with every position to describe this effect. Finally, based on the positions with high weights, we analyzed the reason why the chosen positions are key positions, and used these positions to construct a model for nucleosome positioning prediction. Experimental results show the effectiveness of our method.

Nucleosome Positioning Signals in the DNA Sequence of the Human and Mouse H19 Imprinting Control Regions

2003 ◽  
Vol 325 (5) ◽  
pp. 873-887 ◽  
Author(s):  
C. Davey ◽  
R. Fraser ◽  
M. Smolle ◽  
M.W. Simmen ◽  
J. Allan
Keyword(s):  
Dna Sequence ◽  
Nucleosome Positioning ◽  
Human And Mouse ◽  
Control Regions

DNA structure, nucleosome placement and chromatin remodelling: a perspective

2012 ◽  
Vol 40 (2) ◽  
pp. 335-340 ◽  
Author(s):  
Andrew A. Travers ◽  
Cédric Vaillant ◽  
Alain Arneodo ◽  
Georgi Muskhelishvili
Keyword(s):  
Dna Sequence ◽  
Thermodynamic Stability ◽  
Budding Yeast ◽  
Nucleosome Positioning ◽  
Chromatin Remodelling ◽  
Chromatin Organization ◽  
Eukaryotic Genome ◽  
Major Question ◽  
Chromatin Biology

A major question in chromatin biology is to what extent the sequence of DNA directly determines the genetic and chromatin organization of a eukaryotic genome? We consider two aspects to this question: the DNA sequence-specified positioning of nucleosomes and the determination of NDRs (nucleosome-depleted regions) or barriers. We argue that, in budding yeast, while DNA sequence-specified nucleosome positioning may contribute to positions flanking the regions lacking nucleosomes, DNA thermodynamic stability is a major component determinant of the genetic organization of this organism.

scholarly journals Sequence-dependent nucleosome sliding in rotation-coupled and uncoupled modes revealed by molecular simulations

2017 ◽  
Author(s):  
Toru Niina ◽  
Giovanni B. Brandani ◽  
Cheng Tan ◽  
Shoji Takada
Keyword(s):  
Hydrogen Bond ◽  
Dna Sequence ◽  
Base Pair ◽  
Sliding Mode ◽  
Nucleosome Positioning ◽  
Eukaryotic Genome ◽  
Coarse Grained ◽  
Histone Octamer ◽  
Hydrogen Bond Interactions ◽  
Nucleosome Sliding

AbstractWhile nucleosome positioning on eukaryotic genome play important roles for genetic regulation, molecular mechanisms of nucleosome positioning and sliding along DNA are not well understood. Here we investigated thermally-activated spontaneous nucleosome sliding mechanisms developing and applying a coarse-grained molecular simulation method that incorporates both long-range electrostatic and short-range hydrogen-bond interactions between histone octamer and DNA. The simulations revealed two distinct sliding modes depending on the nucleosomal DNA sequence. A uniform DNA sequence showed frequent sliding with one base pair step in a rotation-coupled manner, akin to screw-like motions. On the contrary, a strong positioning sequence, the so-called 601 sequence, exhibits rare, abrupt transitions of five and ten base pair steps without rotation. Moreover, we evaluated the importance of hydrogen bond interactions on the sliding mode, finding that strong and weak bonds favor respectively the rotation-coupled and -uncoupled sliding movements.Author summaryNucleosomes are fundamental units of chromatin folding consisting of double-stranded DNA wrapped ∼1.7 times around a histone octamer. By densely populating the eukaryotic genome, nucleosomes enable efficient genome compaction inside the cellular nucleus. However, the portion of DNA occupied by a nucleosome can hardly be accessed by other DNA-binding proteins, obstructing fundamental cellular processes such as DNA replication and transcription. DNA compaction and access by other proteins can simultaneously be achieved via the dynamical repositioning of nucleosomes, which can slide along the DNA sequence. In this study, we developed and used coarse-grained molecular dynamics simulations to reveal the molecular details of nucleosome sliding. We find that the sliding mode is highly dependent on the underlying DNA sequence. Specifically, a sequence with a strong nucleosome positioning signal slides via large jumps by five and ten base pairs, preserving the optimal DNA bending profile. On the other hand, uniform sequences without the positioning signal slide via a screw-like motion of DNA, one base pair at the time. These results show that sequence has a large effect not only on the formation of nucleosomes, but also on the kinetics of repositioning.

scholarly journals Nucleosome positioning on large tandem DNA repeats of the '601' sequence engineered in Saccharomyces cerevisiae

2021 ◽  
Author(s):  
Astrid Lancrey ◽  
Alexandra Joubert ◽  
Evelyne Duvernois-Berthet ◽  
Etienne Routhier ◽  
Saurabh Raj ◽  
...  
Keyword(s):  
Saccharomyces Cerevisiae ◽  
Dna Sequence ◽  
Dna Sequences ◽  
Nucleosome Occupancy ◽  
Nucleosome Positioning ◽  
Dna Repeats ◽  
Repeat Array ◽  
Synthetic Dna

The so-called 601 DNA sequence is often used to constrain the position of nucleosomes on a DNA molecule in vitro. Although the ability of the 147 base pair sequence to precisely position a nucleosome in vitro is well documented, in vivo application of this property has been explored only in a few studies and yielded contradictory conclusions. Our goal in the present study was to test the ability of the 601 sequence to dictate nucleosome positioning in Saccharomyces cerevisiae in the context of a long tandem repeat array inserted in a yeast chromosome. We engineered such arrays with three different repeat size, namely 167, 197 and 237 base pairs. Although our arrays are able to position nucleosomes in vitro as expected, analysis of nucleosome occupancy on these arrays in vivo revealed that nucleosomes are not preferentially positioned as expected on the 601-core sequence along the repeats and that the measured nucleosome repeat length does not correspond to the one expected by design. Altogether our results demonstrate that the rules defining nucleosome positions on this DNA sequence in vitro are not valid in vivo, at least in this chromosomal context, questioning the relevance of using the 601 sequence in vivo to achieve precise nucleosome positioning on designer synthetic DNA sequences.

scholarly journals CORENup: a combination of convolutional and recurrent deep neural networks for nucleosome positioning identification

2020 ◽  
Vol 21 (S8) ◽  
Author(s):  
Domenico Amato ◽  
Giosue’ Lo Bosco ◽  
Riccardo Rizzo
Keyword(s):  
Neural Network ◽  
Dna Sequence ◽  
Network Architecture ◽  
Computation Time ◽  
Nucleosome Positioning ◽  
Dense Layer ◽  
Data Sets ◽  
Sequence Organization ◽  
Public Data ◽  
Genomic Scale

Abstract Background Nucleosomes wrap the DNA into the nucleus of the Eukaryote cell and regulate its transcription phase. Several studies indicate that nucleosomes are determined by the combined effects of several factors, including DNA sequence organization. Interestingly, the identification of nucleosomes on a genomic scale has been successfully performed by computational methods using DNA sequence as input data. Results In this work, we propose CORENup, a deep learning model for nucleosome identification. CORENup processes a DNA sequence as input using one-hot representation and combines in a parallel fashion a fully convolutional neural network and a recurrent layer. These two parallel levels are devoted to catching both non periodic and periodic DNA string features. A dense layer is devoted to their combination to give a final classification. Conclusions Results computed on public data sets of different organisms show that CORENup is a state of the art methodology for nucleosome positioning identification based on a Deep Neural Network architecture. The comparisons have been carried out using two groups of datasets, currently adopted by the best performing methods, and CORENup has shown top performance both in terms of classification metrics and elapsed computation time.

scholarly journals Coupling between Sequence-Mediated Nucleosome Organization and Genome Evolution

Genes ◽  
2021 ◽  
Vol 12 (6) ◽  
pp. 851
Author(s):  
Jérémy Barbier ◽  
Cédric Vaillant ◽  
Jean-Nicolas Volff ◽  
Frédéric G. Brunet ◽  
Benjamin Audit
Keyword(s):  
Dna Sequence ◽  
Evolutionary Dynamics ◽  
Mutual Influence ◽  
Nucleosome Positioning ◽  
Sequence Evolution ◽  
Sequence Motifs ◽  
Dna Damage And Repair ◽  
Repair Mechanisms ◽  
Cell Processes

The nucleosome is a major modulator of DNA accessibility to other cellular factors. Nucleosome positioning has a critical importance in regulating cell processes such as transcription, replication, recombination or DNA repair. The DNA sequence has an influence on the position of nucleosomes on genomes, although other factors are also implicated, such as ATP-dependent remodelers or competition of the nucleosome with DNA binding proteins. Different sequence motifs can promote or inhibit the nucleosome formation, thus influencing the accessibility to the DNA. Sequence-encoded nucleosome positioning having functional consequences on cell processes can then be selected or counter-selected during evolution. We review the interplay between sequence evolution and nucleosome positioning evolution. We first focus on the different ways to encode nucleosome positions in the DNA sequence, and to which extent these mechanisms are responsible of genome-wide nucleosome positioning in vivo. Then, we discuss the findings about selection of sequences for their nucleosomal properties. Finally, we illustrate how the nucleosome can directly influence sequence evolution through its interactions with DNA damage and repair mechanisms. This review aims to provide an overview of the mutual influence of sequence evolution and nucleosome positioning evolution, possibly leading to complex evolutionary dynamics.

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