Multi-scale coding of genomic information: From DNA sequence to genome structure and function

被引:96
|
作者
Arneodo, Alain [1 ,2 ,3 ]
Vaillant, Cedric [1 ,2 ,3 ]
Audit, Benjamin [1 ,2 ,3 ]
Argoul, Francoise [1 ,2 ,3 ]
d'Aubenton-Carafa, Yves [4 ]
Thermes, Claude [4 ]
机构
[1] Ecole Normale Super Lyon, CNRS, Lab Joliot Curie, F-69007 Lyon, France
[2] Ecole Normale Super Lyon, CNRS, Phys Lab, F-69007 Lyon, France
[3] Univ Lyon, F-69000 Lyon, France
[4] CNRS, Ctr Genet Mol, F-91198 Gif Sur Yvette, France
来源
关键词
DNA sequence; Chromatin; Nucleosome; Genome organization; Epigenetics; Transcription; Replication; Compositional strand asymmetry; Statistical physics; Hetero-polymer; Generalized worm-like-chain model; Scale-invariance; Multi-fractal; Multi-scale analysis; Wavelet transform; Long-range correlations; Atomic force microscopy; LONG-RANGE CORRELATIONS; ATOMIC-FORCE MICROSCOPY; MULTIFRACTAL IMAGE-ANALYSIS; WAVELET-BASED METHOD; NUCLEOSOME CORE PARTICLE; ELECTROSTATIC PERSISTENCE LENGTH; RESOLUTION TEMPORAL RAINFALL; TRANSCRIPTION FACTOR-BINDING; FRACTIONAL BROWNIAN-MOTION; FROZEN-HYDRATED CHROMATIN;
D O I
10.1016/j.physrep.2010.10.001
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Understanding how chromatin is spatially and dynamically organized in the nucleus of eukaryotic cells and how this affects genome functions is one of the main challenges of cell biology. Since the different orders of packaging in the hierarchical organization of DNA condition the accessibility of DNA sequence elements to trans-acting factors that control the transcription and replication processes, there is actually a wealth of structural and dynamical information to learn in the primary DNA sequence. In this review, we show that when using concepts, methodologies, numerical and experimental techniques coming from statistical mechanics and nonlinear physics combined with wavelet-based multi-scale signal processing, we are able to decipher the multi-scale sequence encoding of chromatin condensation-decondensation mechanisms that play a fundamental role in regulating many molecular processes involved in nuclear functions. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:45 / 188
页数:144
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