Abstract
Novel technologies revealed a nontrivial spatial organization of the chromosomes within the cell nucleus, which includes different levels of compartmentalization and architectural patterns. Notably, such complex three-dimensional structure plays a crucial role in vital biological functions and its alterations can produce extensive rewiring of genomic regulatory regions, thus leading to gene misexpression and disease. Here, we show that theoretical and computational approaches, based on polymer physics, can be employed to dissect chromatin contacts in three-dimensional space and to predict the effects of pathogenic structural variants on the genome architecture. In particular, we discuss the folding of the human EPHA4 and the murine Pitx1 loci as case studies.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Lieberman-Aiden E, Van Berkum NL, Williams L et al (2009) Comprehensive mapping of long-range interactions reveals folding principles of the human genome. Science (80- ) 326:289–293. https://doi.org/10.1126/science.1181369
Beagrie RA, Scialdone A, Schueler M et al (2017) Complex multi-enhancer contacts captured by genome architecture mapping. Nature 543:519–524. https://doi.org/10.1038/nature21411
Bintu B, Mateo LJ, Su J-H et al (2018) Super-resolution chromatin tracing reveals domains and cooperative interactions in single cells. Science (80- ) 362:eaau1783. https://doi.org/10.1126/science.aau1783
Dekker J, Mirny L (2016) The 3D genome as moderator of chromosomal communication. Cell 164:P1110–P1121. https://doi.org/10.1016/j.cell.2016.02.007
Dixon JR, Selvaraj S, Yue F et al (2012) Topological domains in mammalian genomes identified by analysis of chromatin interactions. Nature 485:376–380. https://doi.org/10.1038/nature11082
Nora EP, Goloborodko A, Valton AL et al (2017) Targeted degradation of CTCF decouples local insulation of chromosome domains from genomic compartmentalization. Cell 169:930–944.e22. https://doi.org/10.1016/j.cell.2017.05.004
Rao SSP, Huntley MH, Durand NC et al (2014) A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping. Cell 159:1665–1680. https://doi.org/10.1016/j.cell.2014.11.021
Phillips-Cremins JE, Sauria MEG, Sanyal A et al (2013) Architectural protein subclasses shape 3D organization of genomes during lineage commitment. Cell 153:1281–1295. https://doi.org/10.1016/j.cell.2013.04.053
Fraser J, Ferrai C, Chiariello AM et al (2015) Hierarchical folding and reorganization of chromosomes are linked to transcriptional changes in cellular differentiation. Mol Syst Biol 11:852. https://doi.org/10.15252/msb.20156492
Lupiáñez DG, Kraft K, Heinrich V et al (2015) Disruptions of topological chromatin domains cause pathogenic rewiring of gene-enhancer interactions. Cell 161:1012–1025. https://doi.org/10.1016/j.cell.2015.04.004
Valton AL, Dekker J (2016) TAD disruption as oncogenic driver. Curr Opin Genet Dev 36:34–40
Weischenfeldt J, Dubash T, Drainas AP et al (2017) Pan-cancer analysis of somatic copy-number alterations implicates IRS4 and IGF2 in enhancer hijacking. Nat Genet 49:65–74. https://doi.org/10.1038/ng.3722
Spielmann M, Lupiáñez DG, Mundlos S (2018) Structural variation in the 3D genome. Nat Rev Genet 19:453–467. https://doi.org/10.1038/s41576-018-0007-0
Brackley CA, Johnson J, Michieletto D et al (2017) Nonequilibrium chromosome looping via molecular slip links. Phys Rev Lett 119:138101. https://doi.org/10.1103/PhysRevLett.119.138101
Bianco S, Lupiáñez DG, Chiariello AM et al (2018) Polymer physics predicts the effects of structural variants on chromatin architecture. Nat Genet 50:662–667. https://doi.org/10.1038/s41588-018-0098-8
Esposito A, Annunziatella C, Bianco S et al (2018) Models of polymer physics for the architecture of the cell nucleus. Wiley Interdiscip Rev Syst Biol Med 11:e1444
Barbieri M, Chotalia M, Fraser J et al (2012) Complexity of chromatin folding is captured by the strings and binders switch model. Proc Natl Acad Sci U S A 109:16173–16178. https://doi.org/10.1073/pnas.1204799109
Conte M, Esposito A, Fiorillo L et al (2019) Efficient computational implementation of polymer physics models to explore chromatin structure. Int J Parallel Emerg Distrib Syst. https://doi.org/10.1080/17445760.2019.1643020
Buckle A, Brackley CA, Boyle S et al (2018) Polymer simulations of heteromorphic chromatin predict the 3D folding of complex genomic loci. Mol Cell 72:786–797.e11. https://doi.org/10.1016/j.molcel.2018.09.016
Nicodemi M, Prisco A (2009) Thermodynamic pathways to genome spatial organization in the cell nucleus. Biophys J 96:2168–2177. https://doi.org/10.1016/j.bpj.2008.12.3919
Jost D, Carrivain P, Cavalli G, Vaillant C (2014) Modeling epigenome folding: formation and dynamics of topologically associated chromatin domains. Nucleic Acids Res 42:9553–9561. https://doi.org/10.1093/nar/gku698
Sanborn AL, Rao SSPP, Huang S-CC et al (2015) Chromatin extrusion explains key features of loop and domain formation in wild-type and engineered genomes. Proc Natl Acad Sci U S A 112:E6456–E6465. https://doi.org/10.1073/pnas.1518552112
Fudenberg G, Imakaev M, Lu C et al (2016) Formation of chromosomal domains by loop extrusion. Cell Rep 15:2038–2049. https://doi.org/10.1016/j.celrep.2016.04.085
Chiariello AM, Annunziatella C, Bianco S et al (2016) Polymer physics of chromosome large-scale 3D organisation. Sci Rep 6:29775. https://doi.org/10.1038/srep29775
DeLaurier A, Schweitzer R, Logan M (2006) Pitx1 determines the morphology of muscle, tendon, and bones of the hindlimb. Dev Biol 299:22–34. https://doi.org/10.1016/j.ydbio.2006.06.055
Kragesteen BK, Spielmann M, Paliou C et al (2018) Dynamic 3D chromatin architecture contributes to enhancer specificity and limb morphogenesis. Nat Genet 50:1463–1473. https://doi.org/10.1038/s41588-018-0221-x
Annunziatella C, Chiariello AM, Bianco S, Nicodemi M (2016) Polymer models of the hierarchical folding of the Hox-B chromosomal locus. Phys Rev E 94:042402. https://doi.org/10.1103/PhysRevE.94.042402
Bianco S, Chiariello AM, Annunziatella C et al (2017) Predicting chromatin architecture from models of polymer physics. Chromosom Res 25:25–34. https://doi.org/10.1007/s10577-016-9545-5
Fiorillo L, Bianco S, Chiariello AM et al (2020) Inference of chromosome 3D structures from GAM data by a physics computational approach. Methods 181-182:70–79. https://doi.org/10.1016/j.ymeth.2019.09.018
Kremer K, Grest GS (1990) Dynamics of entangled linear polymer melts: a molecular-dynamics simulation. J Chem Phys 92:5057–5086. https://doi.org/10.1063/1.458541
Annunziatella C, Chiariello AM, Esposito A et al (2018) Molecular dynamics simulations of the strings and binders switch model of chromatin. Methods 142:81–88. https://doi.org/10.1016/j.ymeth.2018.02.024
Bianco S, Annunziatella C, Andrey G et al (2019) Modeling single-molecule conformations of the HoxD region in mouse embryonic stem and cortical neuronal cells. Cell Rep 28:1574–1583.e4. https://doi.org/10.1016/j.celrep.2019.07.013
Paliou C, Guckelberger P, Schöpflin R et al (2019) Preformed chromatin topology assists transcriptional robustness of Shh during limb development. Proc Natl Acad Sci U S A 116:12390–12399. https://doi.org/10.1073/pnas.1900672116
Chiariello AM, Esposito A, Annunziatella C et al (2017) A polymer physics investigation of the architecture of the murine orthologue of the 7q11.23 human locus. Front Neurosci 11:559. https://doi.org/10.3389/fnins.2017.00559
Spielmann M, Brancati F, Krawitz PM et al (2012) Homeotic arm-to-leg transformation associated with genomic rearrangements at the PITX1 locus. Am J Hum Genet 91:P629–P635. https://doi.org/10.1016/j.ajhg.2012.08.014
Al-Qattan MM, Al-Thunayan A, AlAbdulkareem I, Al Balwi M (2013) Liebenberg syndrome is caused by a deletion upstream to the PITX1 gene resulting in transformation of the upper limbs to reflect lower limb characteristics. Gene 524:65–71. https://doi.org/10.1016/j.gene.2013.03.120
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2022 Springer Science+Business Media, LLC, part of Springer Nature
About this protocol
Cite this protocol
Conte, M. et al. (2022). A Polymer Physics Model to Dissect Genome Organization in Healthy and Pathological Phenotypes. In: Bicciato, S., Ferrari, F. (eds) Hi-C Data Analysis. Methods in Molecular Biology, vol 2301. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-1390-0_16
Download citation
DOI: https://doi.org/10.1007/978-1-0716-1390-0_16
Published:
Publisher Name: Humana, New York, NY
Print ISBN: 978-1-0716-1389-4
Online ISBN: 978-1-0716-1390-0
eBook Packages: Springer Protocols