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Self-organization of domain structures by DNA-loop-extruding enzymes
Open accessAbstract
The long chromosomal DNAs of cells are organized into loop domains much larger in size than individual DNA-binding enzymes, presenting the question of how formation of such structures is controlled. We present a model for generation of defined chromosomal loops, based on molecular machines consisting of two coupled and oppositely directed motile elements which extrude loops from the double helix along which they translocate, while excluding one another sterically. If these machines do not dissociate from DNA (infinite processivity), a disordered, exponential steady-state distribution of small loops is obtained. However, if dissociation and rebinding of the machines occurs at a finite rate (finite processivity), the steady state qualitatively changes to a highly ordered 'stacked' configuration with suppressed fluctuations, organizing a single large, stable loop domain anchored by several machines. The size of the resulting domain can be simply regulated by boundary elements, which halt the progress of the extrusion machines. Possible realizations of these types of molecular machines are discussed, with a major focus on structural maintenance of chromosome complexes and also with discussion of type I restriction enzymes. This mechanism could explain the geometrically uniform folding of eukaryote mitotic chromosomes, through extrusion of pre-programmed loops and concomitant chromosome compaction.
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“this favors a linear tracking mechanism,47 known as the “loop extrusion model”.8,9,48”
From Recent evidence that TADs and chromatin loops are dynamic structures (2018) · cites this paper as [48]
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Hi-TrAC reveals fractal nesting of super-enhancersPreprint
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Chromosome Structure I: Loop extrusion or boundary:boundary pairing?Preprint
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Condensin‐Condensin Interactions Facilitate Mitotic Chromosome Assembly in Xenopus Egg Extracts
Kinoshita, K., Aizawa, Y., & Hirano, T. (2025) · Genes to Cells · doi:10.1111/gtc.70065 · Cited by 1
“Over the past decade, the “loop extrusion” model has emerged as a leading hypothesis for the fundamental principle of mitotic chromosome organization (Alipour and Marko 2012; Goloborodko et al. 2016).”
Entropic organization of topologically modified ring polymers in spherical confinement
Roychoudhury, K., Pande, S., Shashank, I. S., Mitra, D., & Chatterji, A. C. (2025) · Physical review. E · doi:10.1103/mdmh-p275 · Cited by 1
“Moreover, there can be hierarchical loops which can be formed which will depend on the number of extrusion events going on in parallel, as well as the position of the extrusion factors on the chain contour [69].”
Exuberant long noncoding RNA expression may sculpt Igh locus topology
Drake, E., Naiyer, S., Qu, X., Bhat, K. H., Farooq, H., Maienschein‐Cline, M., Liang, J., & Kenter, A. L. (2025) · Frontiers in Immunology · doi:10.3389/fimmu.2025.1678105 · Cited by 1
“Genome folding is catalyzed through cohesin mediated loop extrusion, a major contributor toward shaping the spatial organization of the genome (16, 17, 19, 28, 92 – 95).”
Heath, N. G., Gomez, J. A., McGinty, S. P., O’Geen, H., & Segal, D. J. (2025) · Nucleic Acids Research · doi:10.1093/nar/gkaf1324 · Cited by 1
Configurational entropy of randomly double-folding ring polymers
van der Hoek, P. H. W., Rosa, A., Ghobadpour, E., & Everaers, R. (2026) · The Journal of Chemical Physics · doi:10.1063/5.0318212 · Cited by 1
“…genome-like polymers often double-fold into tree-like configurations as they form plectonemes due to supercoiling [1–4], undergo loop extrusion [5–9], or maximize the entropy of the crumpled [10] territorial [11] arrangement of inter-phase chromosomes arising from the decondensation of…”
From Chromosome Conformation Capture to Polymer Physics and Back
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Transcription Factories as Spatial and Functional Organization Nodes
Sofiadis, K., & Papantonis, A. (2017) · Elsevier eBooks · doi:10.1016/b978-0-12-803480-4.00012-0 · Cited by 1
Tandem Repeat-Based Probes Support the Loop Model of Pericentromere Packing
Ivanova, N. G., Ostromyshenskii, D. I., & Podgornaya, O. I. (2021) · Cytogenetic and Genome Research · doi:10.1159/000513228 · Cited by 1
“During the maturation stage, some loops dissolve and divide while others grow [Alipour and Marko, 2012; Goloborodko et al., 2015].”
BackgroundCapturing Chromosome Conformation Across Length Scales
Yang, L., Oksuz, B. A., Dekker, J., & Gibcus, J. H. (2023) · Journal of Visualized Experiments · doi:10.3791/64001 · Cited by 1
Capturing Chromosome Conformation Across Length Scales
Yang, L., Oksuz, B. A., Dekker, J., & Gibcus, J. H. (2023) · Journal of Visualized Experiments · doi:10.3791/64001-v · Cited by 1
Bottom-up data integration in polymer models of chromatin organization
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Structural and Functional Features of Bacterial SMC Complexes
Morozova, N. E., Potysyeva, A. S., & Vedyaykin, A. D. (2023) · Tsitologiya · doi:10.31857/s004137712306007x · Cited by 1
Hi-GDT: A Hi-C-based 3D gene domain analysis tool for analyzing local chromatin contacts in plants
Lee, H., & Seo, P. J. (2025) · GigaScience · doi:10.1093/gigascience/giaf020 · Cited by 1
Geometric Diagrams of Genomes: constructing a visual grammar for 3D genomics
Molins-Pitarch, C., Khao, J., Bonet, S., Justicia, Y., Altube, C., Goodstadt, M. N., Ribot, F., Aiden, E. L., Neretti, N., McGill, G. G., et al. (2025) · Genome biology · doi:10.1186/s13059-025-03646-y · Cited by 1
Chromatin Folding and Recombination
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Brackley, C. A., Pereira, M. C., Johnson, J., Michieletto, D., & Marenduzzo, D. (2019) · CRC Press eBooks · doi:10.1201/9781315144009-5 · Cited by 1
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Extrusion of chromatin loops by a composite loop extrusion factor
Yan, H., Surovtsev, I. V., Williams, J. F., Bailey, M. L. P., King, M. C., & Mochrie, S. G. J. (2021) · Physical review. E · doi:10.1103/physreve.104.024414 · Cited by 1
“As may be expected, based on the correlation between TAD boundaries and CTCF binding sites [15], this model recapitulates important features of experimental Hi-C contact maps [8, 10, 11].”
BackgroundEvaluation of loop formation dynamics in a chromatin fiber during chromosome condensation
Yokota, H., & Tachikawa, M. (2022) · Progress of Theoretical and Experimental Physics · doi:10.1093/ptep/ptac065 · Cited by 1
THE GENOMIC CODE: ISOCHORES ENCODE AND MOLD CHROMATIN DOMAINSPreprint
Bernardi, G. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · Cited by 1
Effect of chromatin flexibility on diffusive loop extrusion via molecular slip-linksPreprint
Brackley, C. A., Johnson, J., Michieletto, D., & Marenduzzo, D. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/275214 · Cited by 1
How the Genome Folds, Divides, Lives, and DiesPreprint
Johnson, W. L., Xie, K. T., Kwon, M., Liu, S., & Pellman, D. S. (2017) · Cold Spring Harbor Symposia on Quantitative Biology · doi:10.1101/sqb.2017.82.035527 · Cited by 1
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Chromatin: A Semi-Structured Polymer
Dawson, W., Łaźniewski, M., & Plewczyński, D. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-809633-8.20240-9 · Cited by 1
Chromosomal condensation leads to a preference for peripheral heterochromatinPreprint
MacPherson, Q., & Spakowitz, A. J. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/714360 · Cited by 1
“(37) by running a Gillespie algorithm where LEFs stochastically walk along and fall off the chromatin and are inhibited in a directionally dependent manner by CTCF binding sites whose locations we take from Ref.”
MethodThe CTCF Anatomy of Topologically Associating DomainsPreprint
Nanni, L., Wang, C., Manders, F., Groh, L. A., Haro, P., Oldenkamp, R., Ceri, S., & Logie, C. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/746610 · Cited by 1
“…sites form loops, if one postulates that convergent CTCF sites are brought together by a (semi)processive extrusion-like process that will start by folding a chromatin strand on itself and then reel-in DNA to extend the nascent loop (Alipour and Marko, 2012; Nasmyth, 2001; Sanborn et al., 2015).”
BackgroundInfluentialComputational and experimental analyses of mitotic chromosome formation pathways in fission yeastPreprint
Gerguri, T., Fu, X., Kakui, Y., Khatri, B. S., Barrington, C., Bates, P. A., & Uhlmann, F. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.10.15.341305 · Cited by 1
“This would lead to formation of a central protein scaffold from which DNA loops emerge, reflecting chromosome models based on cytological and early biochemical analyses (8,9).”
BackgroundRad21 is the core subunit of the cohesin complex involved in directing genome organizationPreprint
Sun, Y., Sun, Y., Xu, X., Zhao, W., Zhang, Y., Chen, K., Li, Y., Wang, X., Zhang, M., Xue, B., et al. (2021) · Research Square · doi:10.21203/rs.3.rs-1120640/v1 · Cited by 1
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Computational inference of physical spatial organization of eukaryotic genomes
Xu, B., & Zhang, Z. (2016) · Quantitative Biology · doi:10.1007/s40484-016-0082-1
“To explain chromatin loops, several models have been described in the literature, such as the dynamic loop model [27] (Figure 1A), the random loop model [23] (Figure 1B), the fractal globular model [4], the strings and binders switch (SBS) model [28] (Figure 1C), and the loop extrusion model [29] (Figure 1D).”
Chromatin domain formation: a new modelPreprint
Bernardi, G. (2017) · bioRxiv (Cold Spring Harbor Laboratory)
Promoter interactions direct chromatin folding in embryonic stem cells
Sanyal, S., Molnárová, L., & Gregáň, J. (2017) · Nature Structural & Molecular Biology · doi:10.1038/nsmb.3421 · Cited by 1
Twenty-First Century Glucocorticoid Receptor Molecular Biology
Wang, C., Oldenkamp, R., Oellers, R., & Logie, C. (2018) · InTech eBooks · doi:10.5772/intechopen.72016
“A quantitative model of “chromatin loop extrusion” was proposed that explains the dynamic features of TADs rather well [50, 65, 66].”
Systems Biology of Genome Structure and Dynamics
Fahmi, Z., Sewitz, S. A., & Lipkow, K. (2018) · RNA technologies · doi:10.1007/978-3-319-92967-5_1
Orlandini, E., Marenduzzo, D., & Michieletto, D. (2018) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/410019
Solution of the FISH-Hi-C paradox for Human Interphase ChromosomesPreprint
Shi, G., & Thirumalai, D. (2019) · arXiv (Cornell University)
Molecular Dynamics Simulations of Condensin-Mediated Mitotic Chromosome Assembly
Sakai, Y., Hirano, T., & Tachikawa, M. (2019) · Methods in molecular biology · doi:10.1007/978-1-4939-9520-2_22
Orlandini, E., Marenduzzo, D., & Michieletto, D. (2018) · arXiv (Cornell University) · doi:10.48550/arxiv.1809.01267
A conserved activity for cohesin in bridging DNA moleculesPreprint
Gutiérrez-Escribano, P., Newton, M. D., Llauró, A., Huber, J., Tanasie, L., Davy, J., Aly, I., Aramayo, R. J., Montoya, A., Kramer, H., et al. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/757286
“model of random bridge formation (5, 6) (Supplementary Fig.”
BackgroundEvaluation of origin of driving force for loop formation in a chromatin fiberPreprint
Yokota, H., & Tachikawa, M. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.06.24.168757
“[2].”
BackgroundExtrusion without a motor: a new take on the loop extrusion model of genome organizationPreprint
Brackley, C. A., Johnson, J., Michieletto, D., Morozov, A. N., Nicodemi, M., Cook, P. R., & Marenduzzo, D. (2020) · arXiv (Cornell University) · doi:10.48550/arxiv.2010.02548
“[6] E.”
BackgroundZhang, X., Gogoshin, G., & Branciamore, S. (2021) · bioRxiv · doi:10.1101/2021.06.28.450073
Evaluation of origin of driving force for loop formation in a chromatin fiberPreprint
Yokota, H., & Tachikawa, M. (2020) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2020.06.24.168740
A theory of the dynamics of DNA loop initiation in condensin/cohesin complexesPreprint
Khatri, B. S. (2021) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2021.11.10.468125
Faculty Opinions recommendation of Formation of chromosomal domains by loop extrusion.
Kenter, A. L. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.726375416.793558065
Faculty Opinions recommendation of Real-time imaging of DNA loop extrusion by condensin.
Greenleaf, W. J., & Risca, V. I. (2018) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.732738780.793545658
Faculty Opinions recommendation of Organizational principles of 3D genome architecture.
Goll, M. G. (2020) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.734288427.793573571
Kaplan, N. (2021) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.726363621.793584619
Faculty Opinions recommendation of The 3D genome as moderator of chromosomal communication.
Kenter, A. L. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.726211725.793558055
Qi, Z. (2020) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.737031975.793576287
Faculty Opinions recommendation of Human cohesin compacts DNA by loop extrusion.
Xie, W. (2020) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.737001350.793571504
Carvalho, D. D. D., & Ishak, C. A. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.736464528.793566607
Faculty Opinions recommendation of Human cohesin compacts DNA by loop extrusion.
Cavalli, G., & Jerković, I. (2020) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.737001350.793571323
Faculty Opinions recommendation of Genome organization drives chromosome fragility.
Kaufmann, S. H. (2019) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.727835478.793565203
Faculty Opinions recommendation of Cohesin loss eliminates all loop domains.
Greenleaf, W. J., & Risca, V. I. (2017) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.731793773.793538482
Faculty Opinions recommendation of Principles of Chromosome Architecture Revealed by Hi-C.
Guigó, R. (2018) · Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature · doi:10.3410/f.733098319.793554165
Genomic Studies of BEAF-32 in Drosophila
McKowen, J. K. (2021) · doi:10.31390/gradschool_dissertations.5515
Martin, L., Neguembor, M. V., & Cosma, M. P. (2023) · Frontiers in Molecular Biosciences · doi:10.3389/fmolb.2023.1155825
High changing curvature regions detect chromatin enrichment in single cell dataPreprint
Amici, G., Papale, A., Lando, D., Boucher, W., & Holcman, D. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.03.31.535120
“…the presence of fixed cross-linkers allow us to reconstruct chromatin structure by modeling the effects of cohesin and CTCF [32, 39] without including explicitly the extruding process occurring at a time scale of 1 kb/s , which is much faster than the time scale we are interested in here [40–42].”
MethodAn Investigation of Segmental Duplications across Topologically Associating Domains
Bell, S. (2022) · doi:10.31979/etd.26c7-tbb4
“Many TADs have boundaries that are enriched with CTCF, these clusters of CTCF sites colocalize with the cohesin complex, and are closer to gene transcription start sites (TSS) [13-15] suggesting that TADs insulate certain enhancer-promoter interactions [10,11].”
BackgroundAkiyama, K., Yano, K., & Niki, H. (2023) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2023.09.21.558748
Exploring the Chromosome Scaffold
Bent, S., & Pluth, J. M. (2023) · Elsevier eBooks · doi:10.1016/b978-0-12-822563-9.00102-5
Choppavarapu, L., Fang, K., Liu, T., & Jin, V. X. (2024) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2024.03.13.584872
“…positive correlation of differential looping genes with highly individual tumor-specific (HS) TADs but not with differential compartments, in which it could be possibly explained by the model of TAD formed through a loop extrusion 46-48 , whereas compartments are formed by a distinct mechanism 49 .”
BackgroundOrganization and Role of Bacterial SMC, MukBEF, MksBEF, Wadjet, and RecN Complexes
Morozova, N. E., Potysyeva, A. S., & Vedyaykin, A. D. (2024) · Cell and Tissue Biology · doi:10.1134/s1990519x23700074
“The process of loop extrusion was first postulated in 2001 (Nasmyth, 2001) and theoretically formalized in 2012 (Alipour and Marko, 2012).”
Using Free Energy-Based Modeling to Predict Chromatin Loops in the Human Genome
Dawson, W., Łaźniewski, M., & Plewczyński, D. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-95502-7.00043-9
Replicating Chromosomes in Whole-Cell Models of Bacteria
Gilbert, B. R., & Luthey-Schulten, Z. A. (2024) · Methods in molecular biology · doi:10.1007/978-1-0716-3930-6_29
Cohesin-dependent loop extrusion: molecular mechanics and role in cell physiology
Golov, A. K., & Gavrilov, A. A. (2024) · Biochemistry (Moscow) · doi:10.31857/s0320972524040024
Understanding and Simulating the Dynamics of a Polymer-Like Chromatin
Câmara, A. S., & Mascher, M. (2024) · Methods in molecular biology · doi:10.1007/978-1-0716-4228-3_16
Coletti, A., Newhall, K. A., Walker, B. L., & Bloom, K. (2025) · Physical review. E · doi:10.1103/physreve.111.044407
Coarse-grained chromatin dynamics by tracking multiple similarly labeled gene loci
Mader, A., Rodriguez, A. I., Yuan, T., Surovtsev, I. V., King, M. C., & Mochrie, S. G. J. (2025) · Biophysical Journal · doi:10.1016/j.bpj.2025.05.008
Yamauchi, M., Brandani, G. B., Terakawa, T., & Takada, S. (2026) · eLife · doi:10.7554/elife.106752
Kochanova, N. Y., Vermeren, M., Prevo, B., Ustun, I., Webb, S., Xie, L., Earnshaw, W. C., & Paulson, J. R. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.07.16.665228
Criticality-driven enhancer-promoter dynamics in Drosophila chromosomesPreprint
Ganesh, G., Fiche, J.-B., Nöllmann, M., & Mozziconacci, J. (2025) · eLife · doi:10.7554/elife.108117.1
Criticality-driven enhancer-promoter dynamics in Drosophila chromosomesPreprint
Ganesh, G., Fiche, J.-B., Nöllmann, M., & Mozziconacci, J. (2025) · eLife · doi:10.7554/elife.108117 · Cited by 1
Yeast condensin acts as a transient intermolecular crosslinker in entangled DNA
Conforto, F., Valdés, A., Vanderlinden, W., & Michieletto, D. (2026) · Nucleic Acids Research · doi:10.1093/nar/gkag044 · Cited by 2
“However, this hypothesis would be at odds with a large fraction of the current loop extrusion models which posit that SMCs mostly perform intra-chain loop extrusion and no bridging, leading to mostly unentangled, bottle-brush-like chromosome structures [2, 4, 16, 47].”
Contact networks encode the ATP-induced dynamic structural asymmetry of condensin head domains
Xu, C., & Chu, X. (2025) · The Journal of Chemical Physics · doi:10.1063/5.0295393
Akiyama, K., Yano, K., & Niki, H. (2025) · Communications Biology · doi:10.1038/s42003-025-09345-5
Cohesin constrains histone modification-driven chromatin dynamicsPreprint
Fujino, T., Ochi, Y., Goyama, S., Shimosato, Y., Shikata, S., Kon, A., Mori, T., Sakata, T., Honda, H., Koseki, H., et al. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2025.12.13.694149 · Cited by 1
Shaban, H. A., Barth, R., & Bystricky, K. (2020) · Figshare · doi:10.6084/m9.figshare.13250993
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Jia, Z., Li, J., Ge, X., Wu, Y., Guo, Y., & Wu, Q. (2020) · Figshare · doi:10.6084/m9.figshare.12211295
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Sun, Y., Xu, X., Zhao, W., Zhang, Y., Chen, K., Li, Y., Wang, X., Zhang, M., Xue, B., Yu, W., et al. (2024) · Figshare · doi:10.6084/m9.figshare.26600443
Additional file 2 of HiCognition: a visual exploration and hypothesis testing tool for 3D genomics
Langer, C. C. H., Mitter, M., Stocsits, R. R., & Gerlich, D. W. (2023) · Figshare · doi:10.6084/m9.figshare.23632650
Additional file 1 of HiCognition: a visual exploration and hypothesis testing tool for 3D genomics
Langer, C. C. H., Mitter, M., Stocsits, R. R., & Gerlich, D. W. (2023) · Figshare · doi:10.6084/m9.figshare.23632647
Metadata
- Authors
- Alipour, E., & Marko, J. F.
- Affiliations
- UConn Health (US)
- Northwestern University (US)
- Corresponding author
- Alipour, E.
- Marko, J. F.
- Venue
- Nucleic Acids Research
- Publisher
- Oxford University Press (OUP)
- Published
- 2012-10-15
- Volume
- 40
- Issue
- 22
- Pages
- 11202-11212
- ISSN
- 0305-1048 (ISSN-L)
- 1362-4962
- PMC
- PMC3526278
- OpenAlex
- W2100148696
- Cited by
- 540
- References
- 48
- Citations by year
- 2026: 26 · 2025: 45 · 2024: 44 · 2023: 46 · 2022: 38 · 2021: 55 · 2020: 71 · 2019: 61 · 2018: 54 · 2017: 52 · 2016: 27 · 2015: 10 · 2014: 7 · 2013: 3
- FWCI
- 2.56
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Nucleic Acids Research (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- National Science Foundation (1206868, 1022117, 0715099)
- National Institutes of Health (MCB-1022117, DMR-1206868)
- National Cancer Institute (U54CA143869)
- Division of Materials Research (DMR-1206868)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Diffusion and Search Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › DNA Repair Mechanisms
- Keywords
- DNA loop extrusion, self-organization, molecular machines, DNA translocation, processivity, loop size distribution, chromosome compaction, type I restriction enzymes, boundary elements
- MeSH terms
- Chromosomes, Computer Simulation, DNA, Enzymes, Models, Genetic, Nucleic Acid Conformation
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