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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Genet.</journal-id>
<journal-title>Frontiers in Genetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Genet.</abbrev-journal-title>
<issn pub-type="epub">1664-8021</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fgene.2013.00113</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Physiology</subject>
<subj-group>
<subject>General Commentary Article</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Polymer models of chromatin organization</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Barbieri</surname> <given-names>Mariano</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Scialdone</surname> <given-names>Antonio</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Piccolo</surname> <given-names>Andrea</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Chiariello</surname> <given-names>Andrea M.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>di Lanno</surname> <given-names>Ciro</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Prisco</surname> <given-names>Antonella</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Pombo</surname> <given-names>Ana</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Nicodemi</surname> <given-names>Mario</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Dipartimento di Fisica, INFN Sezione di Napoli, CNR-SPIN, Universita&#x00027; di Napoli Federico II</institution> <country>Napoli, Italy</country></aff>
<aff id="aff2"><sup>2</sup><institution>Computational and Systems Biology, John Innes Centre, Norwich Research Park</institution> <country>Norwich, UK</country></aff>
<aff id="aff3"><sup>3</sup><institution>CNR Institute of Genetics and Biophysics &#x0201C;Buzzati Traverso&#x0201D;</institution> <country>Naples, Italy</country></aff>
<aff id="aff4"><sup>4</sup><institution>M. Delbr&#x000FC;ck Center for Molecular Medicine, Berlin Institute for Medical Systems Biology</institution> <country>Berlin-Buch, Germany</country></aff>
<author-notes>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: <email>ana.pombo&#x00040;csc.mrc.ac.uk</email>; <email>mario.nicodemi&#x00040;na.infn.it</email></p></fn>
<fn fn-type="other" id="fn002"><p>This article was submitted to Frontiers in Systems Biology, a specialty of Frontiers in Genetics.</p></fn>
<fn fn-type="edited-by"><p>Edited by: Daniel Hebenstreit, University of Warwick, UK</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>20</day>
<month>06</month>
<year>2013</year>
</pub-date>
<pub-date pub-type="collection">
<year>2013</year>
</pub-date>
<volume>4</volume>
<elocation-id>113</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>05</month>
<year>2013</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>05</month>
<year>2013</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2013 Barbieri, Scialdone, Piccolo, Chiariello, di Lanno, Prisco, Pombo and Nicodemi.</copyright-statement>
<copyright-year>2013</copyright-year>
<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/3.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in other forums, provided the original authors and source are credited and subject to any copyright notices concerning any third-party graphics etc.</p>
</license>
</permissions>
<related-article id="RA1" related-article-type="commentary-article" journal-id="Proc. Natl. Acad. Sci. U.S.A." journal-id-type="nlm-ta" vol="109" page="16173" xlink:href="22988072" ext-link-type="pubmed">A commentary on <article-title>Complexity of chromatin folding is captured by the strings and binders switch model</article-title> by Barbieri, M., Chotalia, M., Fraser, J., Lavitas, L.-M., Dostie, J., Pombo, A., et al. (2012). Proc. Natl. Acad. Sci. U.S.A. 109, 16173&#x02013;16178. doi: 10.1073/pnas.1204799109</related-article>
<counts>
<fig-count count="0"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="32"/>
<page-count count="3"/>
<word-count count="2170"/>
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</article-meta>
</front>
<body>
<p>The exploration of the spatial organization of chromosomes in the cell nucleus has been greatly enhanced by genome-scale technologies such as Hi-C methods. Polymer models are helping to understand the new emerging complex scenarios and here we review some recent developments.</p>
<p>In the cell nucleus of eukaryotes, chromosomes have a complex spatial organization serving vital functional purposes, with structural disruptions being linked to disease (Fraser and Bickmore, <xref ref-type="bibr" rid="B11">2007</xref>; Lanctot et al., <xref ref-type="bibr" rid="B14">2007</xref>; Misteli, <xref ref-type="bibr" rid="B20">2007</xref>; Pombo and Branco, <xref ref-type="bibr" rid="B26">2007</xref>). The development of technologies such as Hi-C (Lieberman-Aiden et al., <xref ref-type="bibr" rid="B16">2009</xref>) has opened the way to mapping chromatin interactions at a genomic scale. It is emerging that chromosomes tend to form 1Mb sized domains with increased levels of intra-interactions (known, e.g., as Topological Domains, TDs) (Dixon et al., <xref ref-type="bibr" rid="B8">2012</xref>; Nora et al., <xref ref-type="bibr" rid="B25">2012</xref>), but contacts extend across entire chromosomes (Branco and Pombo, <xref ref-type="bibr" rid="B3">2006</xref>; Shopland et al., <xref ref-type="bibr" rid="B30">2006</xref>; Fraser and Bickmore, <xref ref-type="bibr" rid="B11">2007</xref>; Kalhor et al., <xref ref-type="bibr" rid="B13">2011</xref>; Sexton et al., <xref ref-type="bibr" rid="B29">2012</xref>), as highlighted by the average contact probability of two sites, <italic>P</italic><sub><italic>c</italic></sub>(<italic>s</italic>), which is non-zero also for large genomic separations, <italic>s</italic>. In particular, in the 0.5&#x02013;7 Mb range, <italic>P</italic><sub><italic>c</italic></sub>(<italic>s</italic>) is found to decrease roughly as a power law with <italic>s</italic> (Fraser and Bickmore, <xref ref-type="bibr" rid="B11">2007</xref>), <italic>P</italic><sub><italic>c</italic></sub>(<italic>s</italic>) &#x0007E;1/<italic>s</italic><sup><italic>&#x003B1;</italic></sup>. Relevant inter-chromosomal contacts also exist (Branco and Pombo, <xref ref-type="bibr" rid="B3">2006</xref>; Shopland et al., <xref ref-type="bibr" rid="B30">2006</xref>; Lieberman-Aiden et al., <xref ref-type="bibr" rid="B16">2009</xref>; Kalhor et al., <xref ref-type="bibr" rid="B13">2011</xref>; Dixon et al., <xref ref-type="bibr" rid="B8">2012</xref>; Nora et al., <xref ref-type="bibr" rid="B25">2012</xref>; Sexton et al., <xref ref-type="bibr" rid="B29">2012</xref>). Interestingly, while the map of genomic contacts has a stochastic component, a clear non-random organization is observed, which is cell-type and chromosome specific.</p>
<p>Discoveries as those listed above have raised fundamental questions on how such complex patterns self-organize, how functional, distal contacts can be reliably established, and how specific structures, like TDs, are assembled. Polymer physics has been employed to try to clarify some of those questions with models aiming at identifying the key physical elements involved. Here we do not attempt to cover the broad literature on the topic, which is summarized in previous reviews (Langowski, <xref ref-type="bibr" rid="B15">2006</xref>; Marenduzzo et al., <xref ref-type="bibr" rid="B17">2006</xref>; Emanuel et al., <xref ref-type="bibr" rid="B10">2009</xref>; Tark-Dame et al., <xref ref-type="bibr" rid="B31">2011</xref>), but we focus on a few recent developments triggered by the new experimental data.</p>
<p>The average contact probability, <italic>P</italic><sub><italic>c</italic></sub>(<italic>s</italic>), was originally reported for a single human cell line to have an exponent &#x003B1; &#x0003D; 1.08 (Lieberman-Aiden et al., <xref ref-type="bibr" rid="B16">2009</xref>), which is not found in usual <italic>equilibrium</italic> polymer systems [see (Langowski, <xref ref-type="bibr" rid="B15">2006</xref>; Marenduzzo et al., <xref ref-type="bibr" rid="B17">2006</xref>; Emanuel et al., <xref ref-type="bibr" rid="B10">2009</xref>; Tark-Dame et al., <xref ref-type="bibr" rid="B31">2011</xref>) and references therein]. That led to the idea that chromosomes are in a far-from-equilibrium state and, more precisely, in a specific <italic>transient state</italic> of ideal polymer chains, named the <italic>Fractal Globule</italic> (FG) state (Lieberman-Aiden et al., <xref ref-type="bibr" rid="B16">2009</xref>), known to have an exponent &#x003B1; &#x0003D; 1. As the FG state is free of knots, it would allow a better control of chromosome conformations. However, if the effects of DNA cutting enzymes, such as topoisomerase, are considered in the model the FG state is not formed at all (Mirny, <xref ref-type="bibr" rid="B19">2011</xref>).</p>
<p>More recent Hi-C data (Shopland et al., <xref ref-type="bibr" rid="B30">2006</xref>; Kalhor et al., <xref ref-type="bibr" rid="B13">2011</xref>; Dixon et al., <xref ref-type="bibr" rid="B8">2012</xref>; Nora et al., <xref ref-type="bibr" rid="B25">2012</xref>; Sexton et al., <xref ref-type="bibr" rid="B29">2012</xref>) have clarified that the shape of <italic>P</italic><sub><italic>c</italic></sub>(<italic>s</italic>), as much as its exponent, &#x003B1;, are system-dependent. We highlighted in a recent paper (Barbieri et al., <xref ref-type="bibr" rid="B1">2012</xref>) that in human cell lines (Lieberman-Aiden et al., <xref ref-type="bibr" rid="B16">2009</xref>; Kalhor et al., <xref ref-type="bibr" rid="B13">2011</xref>; Dixon et al., <xref ref-type="bibr" rid="B8">2012</xref>), for instance, &#x003B1; ranges roughly from 0.9 to 1.7, with different chromosomes in a given system having different exponents. The exponent &#x003B1; also changes across different organisms: in Drosophila (Sexton et al., <xref ref-type="bibr" rid="B29">2012</xref>) &#x003B1; &#x0003D; 0.85 (with &#x003B1; &#x0003D; 0.7 in closed genomic regions). These experimental results have raised additional questions on how different conformations can be established and controlled according to the different circumstances.</p>
<p>To describe such a range of architectures, it was considered that chromosome 3D conformations are shaped by the interactions of chromatin with the nuclear envelope, with nuclear bodies and with DNA binding molecular factors. The latter case was explored within a schematic polymer model, the <italic>Strings and Binders Switch</italic> (SBS) model where chromatin is represented as a Self-Avoiding-Walk (SAW) chain having binding sites for diffusing molecules (Nicodemi et al., <xref ref-type="bibr" rid="B24">2008</xref>; Nicodemi and Prisco, <xref ref-type="bibr" rid="B23">2009</xref>; Barbieri et al., <xref ref-type="bibr" rid="B1">2012</xref>). A similar scenario was also discussed in another polymer model, the <italic>Dynamic Loop Model</italic> (Bohn and Heermann, <xref ref-type="bibr" rid="B2">2010</xref>), where the beads of the polymer have a probability to stick together when they randomly collide by diffusion.</p>
<p>The SBS model has revealed that the values of &#x003B1; reported in Hi-C experiments reflect genome-wide averages over heterogeneous, differently folded regions, organized in architectural classes, which can be well described by usual polymer physics (de Gennes, <xref ref-type="bibr" rid="B7">1979</xref>; Doi and Edwards, <xref ref-type="bibr" rid="B9">1984</xref>) as thermodynamic phases. A variety of off-equilibrium conformations also exists, which include the FG scenario. The SBS model (Barbieri et al., <xref ref-type="bibr" rid="B1">2012</xref>) helped to reconcile in a unifying framework other experimental results such as single cell FISH data on the mean square spatial distance of pairs of loci, &#x0003C;<italic>R</italic><sup>2</sup>&#x0003E;, and their moment ratio &#x0003C;<italic>R</italic><sup>4</sup>&#x0003E;/&#x0003C;<italic>R</italic><sup>2</sup>&#x0003E;<sup>2</sup>, in agreement with available data (Mateos-Langerak et al., <xref ref-type="bibr" rid="B18">2009</xref>; Barbieri et al., <xref ref-type="bibr" rid="B1">2012</xref>). It clarified how polymer architectural patterns can be established by randomly diffusing binding molecules, how different stable conformations can be produced, and how architectural changes can be reliably regulated by usual cell strategies, such as protein up-regulation or epigenetic chromatin modification, by exploiting fundamental thermodynamic mechanisms. Within the SBS model the formation of TDs domains, or the looping out of specific loci, can be rationalized by specialization of polymer binding sites and binding molecules (Barbieri et al., <xref ref-type="bibr" rid="B1">2012</xref>). The SBS model has been criticized for the use of limited length polymer sizes (in the original version it was 512 bead long), but it was tested up to sizes of the same order of magnitude of those considered for the FG model without finding relevant differences. This is expected, in fact, for the scaling properties of polymer physics (de Gennes, <xref ref-type="bibr" rid="B7">1979</xref>; Doi and Edwards, <xref ref-type="bibr" rid="B9">1984</xref>).</p>
<p>In brief, the emerging picture is that chromatin is a complex, heterogeneous mixture of differently folded regions, self-organized across spatial scales by fundamental thermodynamics mechanisms. Models like those mentioned represent strong simplifications of the complexities arising in real nuclei. However, polymer scaling theory (de Gennes, <xref ref-type="bibr" rid="B7">1979</xref>; Doi and Edwards, <xref ref-type="bibr" rid="B9">1984</xref>) ensures that the general behavior of folding is independent of the system minute details and reflects universal properties, as those captured by the SBS model. Other effects, such as crowding and entanglement, should also be considered, as in the study of other complex fluids (Cataudella et al., <xref ref-type="bibr" rid="B4">1994</xref>; Caglioti et al., <xref ref-type="bibr" rid="B6">1998</xref>; Coniglio and Nicodemi, <xref ref-type="bibr" rid="B5">2000</xref>; Nicodemi and Jensen, <xref ref-type="bibr" rid="B21">2001</xref>; Tarzia et al., <xref ref-type="bibr" rid="B32">2004</xref>). The SBS model has also been employed to describe specific chromosomal loci, such as the <italic>Xist</italic> locus (Nicodemi and Prisco, <xref ref-type="bibr" rid="B22">2007</xref>; Scialdone et al., <xref ref-type="bibr" rid="B27">2011a</xref>,<xref ref-type="bibr" rid="B28">b</xref>) or chromosome conformation at meiosis (Gerton and Hawley, <xref ref-type="bibr" rid="B12">2005</xref>; Nicodemi et al., <xref ref-type="bibr" rid="B24">2008</xref>). In summary, while many aspects of chromatin organization still remain obscure, simple polymer models are starting to clarify the fundamental physical mechanisms underlying its complex, stochastic, yet non-random patterns.</p>
</body>
<back>
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