Order and stochasticity in the folding of individual Drosophila genomes
Open accessAbstract
Mammalian and Drosophila genomes are partitioned into topologically associating domains (TADs). Although this partitioning has been reported to be functionally relevant, it is unclear whether TADs represent true physical units located at the same genomic positions in each cell nucleus or emerge as an average of numerous alternative chromatin folding patterns in a cell population. Here, we use a single-nucleus Hi-C technique to construct high-resolution Hi-C maps in individual Drosophila genomes. These maps demonstrate chromatin compartmentalization at the megabase scale and partitioning of the genome into non-hierarchical TADs at the scale of 100 kb, which closely resembles the TAD profile in the bulk in situ Hi-C data. Over 40% of TAD boundaries are conserved between individual nuclei and possess a high level of active epigenetic marks. Polymer simulations demonstrate that chromatin folding is best described by the random walk model within TADs and is most suitably approximated by a crumpled globule build of Gaussian blobs at longer distances. We observe prominent cell-to-cell variability in the long-range contacts between either active genome loci or between Polycomb-bound regions, suggesting an important contribution of stochastic processes to the formation of the Drosophila 3D genome.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The best single-cell Hi-C map resolution reported so far is 10 Kb.
“The best single-cell Hi-C map resolution reported so far is 10 Kb [143].”
From Enhancer Function in the 3D Genome (2023) · cites this paper as [143]
The Results section reports single-nucleus Hi-C maps at up to 10-kb resolution. The paper does not establish that 10 kb was the best resolution reported across all single-cell Hi-C studies; its Methods also say the data were binned at 1 kb. No page number is available in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measuredOnly a portion of TAD borders are shared between most individual cells, whereas other borders appear to be variable.
“It was also found that only a portion of TAD borders are shared between most individual cells, whereas other borders appear to be variable [142,143].”
From Enhancer Function in the 3D Genome (2023) · cites this paper as [143]
Single-cell Hi-C studies confirm the presence of TADs in individual cells but demonstrate significant variability in their shape.
“Currently, single-cell Hi-C studies confirm the presence of TADs in individual cells but demonstrate significant variability in their shape (i.e., in the folding of DNA within TADs) [142,143,144,145].”
From Enhancer Function in the 3D Genome (2023) · cites this paper as [143]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Spatial partitioning of the regulatory landscape of the X-inactivation centre
Nora, E. P., Lajoie, B. R., Schulz, E. G., Giorgetti, L., Okamoto, I., Servant, N., Piolot, T., van Berkum, N. L., Meisig, J., Sedat, J., et al. (2012) · Nature · doi:10.1038/nature11049 · Cited by 2,895 · see citing works
Disruptions of Topological Chromatin Domains Cause Pathogenic Rewiring of Gene-Enhancer Interactions
Lupiáñez, D. G., Kraft, K., Heinrich, V., Krawitz, P., Brancati, F., Klopocki, E., Horn, D., Kayserili, H., Opitz, J. M., Laxova, R., et al. (2015) · Cell · doi:10.1016/j.cell.2015.04.004 · Cited by 2,132 · see citing works
Formation of chromosomal domains by loop extrusion
Fudenberg, G., Imakaev, M., Lu, C., Goloborodko, A., Abdennur, N., & Mirny, L. A. (2016) · Cell Reports · doi:10.1016/j.celrep.2016.04.085 · Cited by 2,003 · see citing works
Cohesin Loss Eliminates All Loop Domains
Rao, S. S. P., Huang, S.-C., Glenn St Hilaire, B., Engreitz, J. M., Perez, E. M., Kieffer-Kwon, K.-R., Sanborn, A. L., Johnstone, S. E., Bascom, G. D., Bochkov, I. D., et al. (2017) · Cell · doi:10.1016/j.cell.2017.09.026 · Cited by 1,883 · see citing works
Sanborn, A. L., Rao, S. S. P., Huang, S.-C., Durand, N. C., Huntley, M. H., Jewett, A. I., Bochkov, I. D., Chinnappan, D., Cutkosky, A., Li, J., et al. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1518552112 · Cited by 1,730 · see citing works
Single-cell Hi-C reveals cell-to-cell variability in chromosome structure
Nagano, T., Lubling, Y., Stevens, T. J., Schoenfelder, S., Yaffe, E., Dean, W., Laue, E. D., Tanay, A., & Fraser, P. (2013) · Nature · doi:10.1038/nature12593 · Cited by 1,589 · see citing works
Iterative correction of Hi-C data reveals hallmarks of chromosome organization
Imakaev, M., Fudenberg, G., McCord, R. P., Naumova, N., Goloborodko, A., Lajoie, B. R., Dekker, J., & Mirny, L. A. (2012) · Nature Methods · doi:10.1038/nmeth.2148 · Cited by 1,423 · see citing works
Two independent modes of chromatin organization revealed by cohesin removal
Schwarzer, W., Abdennur, N., Goloborodko, A., Pekowska, A., Fudenberg, G., Loe-Mie, Y., Fonseca, N. A., Huber, W., Haering, C. H., Mirny, L., et al. (2017) · Nature · doi:10.1038/nature24281 · Cited by 1,196 · see citing works
Higher-Order Inter-chromosomal Hubs Shape 3D Genome Organization in the Nucleus
Quinodoz, S. A., Ollikainen, N., Tabak, B., Palla, A., Schmidt, J. M., Detmar, E., Lai, M. M., Shishkin, A. A., Bhat, P., Takei, Y., et al. (2018) · Cell · doi:10.1016/j.cell.2018.05.024 · Cited by 892 · see citing works
Wutz, G., Várnai, C., Nagasaka, K., Cisneros, D. A., Stocsits, R. R., Tang, W., Schoenfelder, S., Jessberger, G., Muhar, M., Hossain, M. J., et al. (2017) · The EMBO Journal · doi:10.15252/embj.201798004 · Cited by 864 · see citing works
3D structures of individual mammalian genomes studied by single-cell Hi-C
Stevens, T. J., Lando, D., Basu, S., Atkinson, L. P., Cao, Y., Lee, S. F., Leeb, M., Wohlfahrt, K. J., Boucher, W., O’Shaughnessy-Kirwan, A., et al. (2017) · Nature · doi:10.1038/nature21429 · Cited by 832 · see citing works
Formation of new chromatin domains determines pathogenicity of genomic duplications
Franke, M., Ibrahim, D. M., Andrey, G., Schwarzer, W., Heinrich, V., Schöpflin, R., Kraft, K., Kempfer, R., Jerković, I., Chan, W.-L., et al. (2016) · Nature · doi:10.1038/nature19800 · Cited by 673 · see citing works
HiCRep: assessing the reproducibility of Hi-C data using a stratum-adjusted correlation coefficient
Yang, T., Zhang, F., Yardımcı, G. G., Song, F., Hardison, R. C., Noble, W. S., Yue, F., & Li, Q. (2017) · Genome Research · doi:10.1101/gr.220640.117 · Cited by 533 · see citing works
Disruption of chromatin folding domains by somatic genomic rearrangements in human cancer
Akdemir, K. C., Le, V. T., Chandran, S., Li, Y., Verhaak, R. G., Beroukhim, R., Campbell, P. J., Chin, L., Dixon, J. R., Futreal, P. A., et al. (2020) · Nature Genetics · doi:10.1038/s41588-019-0564-y · Cited by 283 · see citing works
Recent evidence that TADs and chromatin loops are dynamic structures
Hansen, A. S., Cattoglio, C., Darzacq, X., & Tjian, R. (2018) · Nucleus · doi:10.1080/19491034.2017.1389365 · Cited by 266 · see citing works
Cardozo Gizzi, A. M., Cattoni, D. I., Fiche, J.-B., Espinola, S. M., Gurgo, J., Messina, O., Houbron, C., Ogiyama, Y., Papadopoulos, G. L., Cavalli, G., et al. (2019) · Molecular Cell · doi:10.1016/j.molcel.2019.01.011 · Cited by 258 · see citing works
Rapid movement and transcriptional re-localization of human cohesin on DNA
Davidson, I. F., Goetz, D., Zaczek, M. P., Molodtsov, M. I., Huis in 't Veld, P. J., Weissmann, F., Litos, G., Cisneros, D. A., Ocampo‐Hafalla, M., Ladurner, R., et al. (2016) · The EMBO Journal · doi:10.15252/embj.201695402 · Cited by 246 · see citing works
Cohesin Disrupts Polycomb-Dependent Chromosome Interactions in Embryonic Stem Cells
Rhodes, J. D. P., Feldmann, A., Hernández-Rodríguez, B., Díaz, N., Brown, J. M., Fursova, N. A., Blackledge, N. P., Prathapan, P., Dobrinic, P., Huseyin, M. K., et al. (2020) · Cell Reports · doi:10.1016/j.celrep.2019.12.057 · Cited by 187 · see citing works
RNA polymerases as moving barriers to condensin loop extrusion
Brandão, H. B., Paul, P., van den Berg, A. A., Rudner, D. Z., Wang, X., & Mirny, L. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1907009116 · Cited by 143 · see citing works
Flagged first, then by citations
Research works printed but not linked: 72
- [1]Dekker J Rippe K Dekker M Kleckner N Capturing chromosome conformation Science 2002 295 1306 1311 10.1126/science.1067799 11847345 · DOI · Paper page
- [2]Kim, T. H. & Dekker, J. 3C-based chromatin interaction analyses. Cold Spring Harbor protoc.10.1101/pdb.top097832 (2018). 30181229 · DOI
- [3]Dixon JR Topological domains in mammalian genomes identified by analysis of chromatin interactions Nature 2012 485 376 380 10.1038/nature11082 22495300 PMC3356448 · DOI · Paper page
- [5]Sexton T Three-dimensional folding and functional organization principles of the Drosophila genome Cell 2012 148 458 472 10.1016/j.cell.2012.01.010 22265598 · DOI · Paper page
- [7]Symmons O Functional and topological characteristics of mammalian regulatory domains Genome Res. 2014 24 390 400 10.1101/gr.163519.113 24398455 PMC3941104 · DOI · Paper page
- [8]Dixon JR Gorkin DU Ren B Chromatin domains: The Unit of Chromosome Organization Mol. CeLL 2016 62 668 680 10.1016/j.molcel.2016.05.018 27259200 PMC5371509 · DOI · Paper page
- [13]Lieberman-Aiden E Comprehensive mapping of long-range interactions reveals folding principles of the human genome Science 2009 326 289 293 10.1126/science.1181369 19815776 PMC2858594 · DOI · Paper page
- [14]Hildebrand EM Dekker J Mechanisms and Functions of Chromosome Compartmentalization Trends Biochem Sci. 2020 45 385 396 10.1016/j.tibs.2020.01.002 32311333 PMC7275117 · DOI
- [15]Drucker JL King DH Management of viral infections in AIDS patients Infection 1987 15 S32 S33 10.1007/BF01650109 3036716 · DOI
- [16]Nuebler J Fudenberg G Imakaev M Abdennur N Mirny LA Chromatin organization by an interplay of loop extrusion and compartmental segregation Proc. Natl Acad. Sci. USA 2018 115 E6697 E6706 10.1073/pnas.1717730115 29967174 PMC6055145 · DOI
- [17]Rao SS A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping Cell 2014 159 1665 1680 10.1016/j.cell.2014.11.021 25497547 PMC5635824 · DOI · Paper page
- [20]Rowley MJ Corces VG Organizational principles of 3D genome architecture Nat. Rev. Genet 2018 19 789 800 10.1038/s41576-018-0060-8 30367165 PMC6312108 · DOI · Paper page
- [22]Matthews NE White R Chromatin architecture in the fly: living without CTCF/cohesin loop extrusion?: Alternating chromatin states provide a basis for domain architecture in Drosophila BioEssays 2019 41 e1900048 10.1002/bies.201900048 31264253 · DOI
- [23]Rowley MJ Evolutionarily conserved principles predict 3D chromatin organization Mol. Cell 2017 67 837 852 e837 10.1016/j.molcel.2017.07.022 28826674 PMC5591081 · DOI
- [24]Ulianov SV Active chromatin and transcription play a key role in chromosome partitioning into topologically associating domains Genome Res. 2016 26 70 84 10.1101/gr.196006.115 26518482 PMC4691752 · DOI · Paper page
- [25]Wang Q Sun Q Czajkowsky DM Shao Z Sub-kb Hi-C in D. melanogaster reveals conserved characteristics of TADs between insect and mammalian cells Nat. Commun. 2018 9 188 10.1038/s41467-017-02526-9 29335463 PMC5768742 · DOI
- [26]Ramirez F High-resolution TADs reveal DNA sequences underlying genome organization in flies Nat. Commun. 2018 9 189 10.1038/s41467-017-02525-w 29335486 PMC5768762 · DOI
- [27]Kolodziejczyk AA Kim JK Svensson V Marioni JC Teichmann SA The technology and biology of single-cell RNA sequencing Mol. Cell 2015 58 610 620 10.1016/j.molcel.2015.04.005 26000846 · DOI · Paper page
- [28]Cusanovich DA Multiplex single cell profiling of chromatin accessibility by combinatorial cellular indexing Science 2015 348 910 914 10.1126/science.aab1601 25953818 PMC4836442 · DOI · Paper page
- [29]Clark SJ Lee HJ Smallwood SA Kelsey G Reik W Single-cell epigenomics: powerful new methods for understanding gene regulation and cell identity Genome Biol. 2016 17 72 10.1186/s13059-016-0944-x 27091476 PMC4834828 · DOI · Paper page
- [30]Fraser J Williamson I Bickmore WA Dostie J An Overview of Genome Organization and How We Got There: from FISH to Hi-C Microbiol Mol. Biol. Rev. 2015 79 347 372 10.1128/MMBR.00006-15 26223848 PMC4517094 · DOI
- [32]Flyamer IM Single-nucleus Hi-C reveals unique chromatin reorganization at oocyte-to-zygote transition Nature 2017 544 110 114 10.1038/nature21711 28355183 PMC5639698 · DOI · Paper page
- [33]Nagano T Cell-cycle dynamics of chromosomal organization at single-cell resolution Nature 2017 547 61 67 10.1038/nature23001 28682332 PMC5567812 · DOI · Paper page
- [34]Gassler J A mechanism of cohesin-dependent loop extrusion organizes zygotic genome architecture EMBO J. 2017 36 3600 3618 10.15252/embj.201798083 29217590 PMC5730859 · DOI
- [35]Bintu, B. et al. Super-resolution chromatin tracing reveals domains and cooperative interactions in single cells. Science10.1126/science.aau1783 (2018). PMC6535145 30361340
- [37]Szabo Q TADs are 3D structural units of higher-order chromosome organization in Drosophila Sci. Adv. 2018 4 eaar8082 10.1126/sciadv.aar8082 29503869 PMC5829972 · DOI
- [38]Cattoni DI Single-cell absolute contact probability detection reveals chromosomes are organized by multiple low-frequency yet specific interactions Nat. Commun. 2017 8 1753 10.1038/s41467-017-01962-x 29170434 PMC5700980 · DOI
- [39]Murthy V Meijer WJ Blanco L Salas M DNA polymerase template switching at specific sites on the phi29 genome causes the in vivo accumulation of subgenomic phi29 DNA molecules Mol. Microbiol. 1998 29 787 798 10.1046/j.1365-2958.1998.00972.x 9723918 · DOI
- [40]Lasken RS Stockwell TB Mechanism of chimera formation during the multiple displacement amplification reaction BMC Biotechnol. 2007 7 19 10.1186/1472-6750-7-19 17430586 PMC1855051 · DOI
- [42]Polovnikov, K., Gorsky, A., Nechaev, S., Razin, S. V. & Ulianov, S. V. Non-backtracking walks reveal compartments in sparse chromatin interaction networks. Sci. Rep. 10.1038/s41598-020-68182-0 (2020). PMC7347895 32647272 · DOI
- [43]Krzakala F Spectral redemption in clustering sparse networks Proc. Natl Acad. Sci. USA 2013 110 20935 20940 10.1073/pnas.1312486110 24277835 PMC3876200 · DOI
- [45]Luzhin AV Quantitative differences in TAD border strength underly the TAD hierarchy in Drosophila chromosomes J. Cell Biochem. 2019 120 4494 4503 10.1002/jcb.27737 30260021 · DOI
- [46]Chathoth KT Zabet NR Chromatin architecture reorganization during neuronal cell differentiation in Drosophila genome Genome Res. 2019 29 613 625 10.1101/gr.246710.118 30709849 PMC6442379 · DOI
- [47]Wang XT Cui W Peng C HiTAD: detecting the structural and functional hierarchies of topologically associating domains from chromatin interactions Nucleic Acids Res. 2017 45 e163 10.1093/nar/gkx735 28977529 PMC5737579 · DOI
- [48]Schwartz YB Cavalli G Three-dimensional genome organization and function in drosophila Genetics 2017 205 5 24 10.1534/genetics.115.185132 28049701 PMC5223523 · DOI
- [49]Ulianov SV Nuclear lamina integrity is required for proper spatial organization of chromatin in Drosophila Nat. Commun. 2019 10 1176 10.1038/s41467-019-09185-y 30862957 PMC6414625 · DOI
- [50]Rowley MJ Condensin II counteracts cohesin and RNA polymerase II in the establishment of 3D chromatin organization Cell Rep. 2019 26 2890 2903 e2893 10.1016/j.celrep.2019.01.116 30865881 PMC6424357 · DOI
- [51]Ramirez F High-affinity sites form an interaction network to facilitate spreading of the MSL complex across the X chromosome in Drosophila Mol. Cell 2015 60 146 162 10.1016/j.molcel.2015.08.024 26431028 PMC4806858 · DOI
- [52]Eagen KP Aiden EL Kornberg RD Polycomb-mediated chromatin loops revealed by a subkilobase-resolution chromatin interaction map Proc. Natl Acad. Sci. USA 2017 114 8764 8769 10.1073/pnas.1701291114 28765367 PMC5565414 · DOI
- [53]Ogiyama Y Schuettengruber B Papadopoulos GL Chang JM Cavalli G Polycomb-dependent chromatin looping contributes to gene silencing during Drosophila development Mol. CeLL 2018 71 73 88 e75 10.1016/j.molcel.2018.05.032 30008320 · DOI
- [54]Kharchenko PV Comprehensive analysis of the chromatin landscape in Drosophila melanogaster Nature 2011 471 480 485 10.1038/nature09725 21179089 PMC3109908 · DOI
- [55]Osborne CS Active genes dynamically colocalize to shared sites of ongoing transcription Nat. Genet 2004 36 1065 1071 10.1038/ng1423 15361872 · DOI
- [56]Iborra FJ Pombo A Jackson DA Cook PR Active RNA polymerases are localized within discrete transcription “factories’ in human nuclei J. Cell Sci. 1996 109 1427 1436 8799830
- [58]Chen Y Mapping 3D genome organization relative to nuclear compartments using TSA-Seq as a cytological ruler J. Cell Biol. 2018 217 4025 4048 10.1083/jcb.201807108 30154186 PMC6219710 · DOI
- [59]Español P Warren PB Perspective: dissipative particle dynamics. The J. Chem. Phys. 2017 146 150901 10.1063/1.4979514 28433024 · DOI
- [61]Chertovich A Kos P Crumpled globule formation during collapse of a long flexible and semiflexible polymer in poor solvent J. Chem. Phys. 2014 141 134903 10.1063/1.4896701 25296833 · DOI
- [62]Shevelyov, Y. Y. & Ulianov, S. V. The nuclear lamina as an organizer of chromosome architecture. Cells10.3390/cells8020136 (2019). PMC6406483 30744037
- [63]Pirrotta V Li HB A view of nuclear Polycomb bodies Curr. Opin. Genet Dev. 2012 22 101 109 10.1016/j.gde.2011.11.004 22178420 PMC3329586 · DOI
- [64]Razin SV Transcription factories in the context of the nuclear and genome organization Nucleic Acids Res. 2011 39 9085 9092 10.1093/nar/gkr683 21880598 PMC3241665 · DOI
- [65]Robson MI Ringel AR Mundlos S Regulatory landscaping: how enhancer-promoter communication is sculpted in 3D Mol. CeLL 2019 74 1110 1122 10.1016/j.molcel.2019.05.032 31226276 · DOI
- [66]Loubiere V Martinez AM Cavalli G Cell fate and developmental regulation dynamics by polycomb proteins and 3D genome architecture BioEssays 2019 41 e1800222 10.1002/bies.201800222 30793782 · DOI
- [67]Cook PR Marenduzzo D Transcription-driven genome organization: a model for chromosome structure and the regulation of gene expression tested through simulations Nucleic Acids Res 2018 46 9895 9906 10.1093/nar/gky763 30239812 PMC6212781 · DOI
- [69]Banigan EJ Mirny LA Loop extrusion: theory meets single-molecule experiments Curr. Opin. Cell Biol. 2020 64 124 138 10.1016/j.ceb.2020.04.011 32534241 · DOI
- [70]Costantino, L., Hsieh, T.-H. S., Lamothe, R., Darzacq, X. & Koshland, D. Cohesin residency determines chromatin loop patterns. eLife9, e59889 (2020). PMC7655110 33170773
- [73]Yoshizawa T Nozawa RS Jia TZ Saio T Mori E Biological phase separation: cell biology meets biophysics Biophysical Rev. 2020 12 519 539 10.1007/s12551-020-00680-x PMC7242575 32189162 · DOI
- [74]Kumar G Garnova E Reagin M Vidali A Improved multiple displacement amplification with phi29 DNA polymerase for genotyping of single human cells Biotechniques 2008 44 879 890 10.2144/000112755 18533898 · DOI
- [75]Durand NC Juicer provides a one-click system for analyzing loop-resolution Hi-C experiments Cell Syst. 2016 3 95 98 10.1016/j.cels.2016.07.002 27467249 PMC5846465 · DOI
- [76]Li H Durbin R Fast and accurate short read alignment with burrows-wheeler transform Bioinformatics 2009 25 1754 1760 10.1093/bioinformatics/btp324 19451168 PMC2705234 · DOI · Paper page
- [77]Abdennur N Mirny LA Cooler: scalable storage for Hi-C data and other genomically labeled arrays Bioinformatics 2020 36 311 316 31290943 PMC8205516
- [78]Gavrilov AA Gelfand MS Razin SV Khrameeva EE Galitsyna AA “Mirror reads” in Hi-C data Genomics Comput. Biol. 2017 3 36 10.18547/gcb.2017.vol3.iss1.e36 · DOI
- [79]Kerpedjiev P HiGlass: web-based visual exploration and analysis of genome interaction maps Genome Biol. 2018 19 125 10.1186/s13059-018-1486-1 30143029 PMC6109259 · DOI
- [81]Chandradoss, K. R. et al. Biased visibility in Hi-C datasets marks dynamically regulated condensed and decondensed chromatin states genome-wide. BMC Genomics 21, 175 (2020). PMC7036197 32087673
- [82]Decelle A Krzakala F Moore C Zdeborova L Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications Phys. Rev. E 2011 84 066106 10.1103/PhysRevE.84.066106 22304154 · DOI
- [83]Newman, M. E. J. Spectral methods for community detection and graph partitioning. Phys. Rev.10.1103/PhysRevE.88.042822 (2013). 24229240 · DOI
- [85]Celniker SE Unlocking the secrets of the genome Nature 2009 459 927 930 10.1038/459927a 19536255 PMC2843545 · DOI
- [86]Kent WJ Zweig AS Barber G Hinrichs AS Karolchik D BigWig and BigBed: enabling browsing of large distributed datasets Bioinformatics 2010 26 2204 2207 10.1093/bioinformatics/btq351 20639541 PMC2922891 · DOI
- [87]Anderson, G. W., Guionnet, A. & Zeitouni, O. An Introduction to Random Matrices (Cambridge University Press, 2010).
- [88]Edelstein, A. D. et al. Advanced methods of microscope control using muManager software. J. Biol. Methods10.14440/jbm.2014.36 (2014). PMC4297649 25606571
- [89]Hoogerbrugge PJ Koelman JMVA Simulating microscopic hydrodynamic phenomena with dissipative particle dynamics Europhys. Lett. 1992 19 155 160 10.1209/0295-5075/19/3/001 · DOI · Paper page
- [90]Koelman JMVA Hoogerbrugge PJ Dynamic simulations of hard-sphere suspensions under steady shear Europhys. Lett. 1993 21 363 368 10.1209/0295-5075/21/3/018 · DOI
- [91]Groot RD Warren PB Dissipative particle dynamics: bridging the gap between atomistic and mesoscopic simulation J. Chem. Phys. 1997 107 4423 4435 10.1063/1.474784 · DOI
- [92]Gavrilov AA Chertovich AV Khalatur PG Khokhlov AR Effect of nanotube size on the mechanical properties of elastomeric composites Soft Matter. 2013 9 4067 10.1039/c3sm27281h · DOI
Cited by
Sorted by citations
Stochastic motion and transcriptional dynamics of pairs of distal DNA loci on a compacted chromosome
Brückner, D. B., Chen, H., Barinov, L., Zoller, B., & Gregor, T. (2023) · Science · doi:10.1126/science.adf5568 · Cited by 112 · see citing works
Enhancer Function in the 3D Genome
Razin, S. V., Ulianov, S. V., & Iarovaia, O. V. (2023) · Genes · doi:10.3390/genes14061277 · Cited by 15 · see citing works
Self-citation
- Authors
- Ulianov, S. V., Zakharova, V. V., Galitsyna, A. A., Kos, P. I., Polovnikov, K. E., Flyamer, I. M., Mikhaleva, E. A., Khrameeva, E. E., Germini, D., Logacheva, M. D., Gavrilov, A. A., Gorsky, A. S., Nechaev, S. K., Gelfand, M. S., Vassetzky, Y. S., Chertovich, A. V., Shevelyov, Y. Y., & Razin, S. V.
- Affiliations
- Russian Academy of Sciences (RU)
- Université Paris-Sud (FR)
- Skolkovo Institute of Science and Technology (RU)
- Lomonosov Moscow State University (RU)
- Institute of Genetics and Cancer (GB)
- Kurchatov Institute (RU)
- Corresponding author
- Razin, Sergey V.
- ORCID
- Ulianov, Sergey V.
- Zakharova, Vlada V.
- Galitsyna, Aleksandra A.
- Kos, Pavel I.
- Polovnikov, Kirill E.
- Flyamer, Ilya M.
- Mikhaleva, Elena A.
- Khrameeva, Ekaterina E.
- Germini, Diego
- Gavrilov, Alexey A.
- Gorsky, Alexander S.
- Gelfand, Mikhail S.
- Vassetzky, Yegor S.
- Chertovich, Alexander V.
- Shevelyov, Yuri Y.
- Razin, Sergey V.
- Venue
- Nature Communications
- Published
- 2021-01-04
- Volume
- 12
- Issue
- 1
- Pages
- 41-41
- ISSN
- 2041-1723 (ISSN-L)
- PMC
- PMC7782554
- OpenAlex
- W3120518704
- Cited by
- 64
- References
- 19
- Citations by year
- 2026: 4 · 2025: 11 · 2024: 10 · 2023: 10 · 2022: 18 · 2021: 11
- FWCI
- 3.85
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Nature Communications (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- HAL (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Russian Science Foundation (19-14-00016, 19-74-00112)
- Russian Foundation for Basic Research (18-29-13013, 19-34-90136, 18-29-13041)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Agricultural and Biological Sciences › Plant Science › Chromosomal and Genetic Variations
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Nuclear Structure and Function
- Keywords
- topologically associating domains, 3D genome organization, chromatin folding, Drosophila genome, cell-to-cell variability, random walks, long-range chromatin contacts, epigenetic modifications, polymer simulation
- MeSH terms
- Animals, Biopolymers, Chromatin, Drosophila melanogaster, Haploidy, Models, Genetic, Nucleic Acid Conformation, Stochastic Processes, X Chromosome, Databases, Genetic, Epigenesis, Genetic, Genome, Insect
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review