Enhancer-promoter interactions can bypass CTCF-mediated boundaries and contribute to phenotypic robustness
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Abstract
How enhancers activate their distal target promoters remains incompletely understood. Here we dissect how CTCF-mediated loops facilitate and restrict such regulatory interactions. Using an allelic series of mouse mutants, we show that CTCF is neither required for the interaction of the Sox2 gene with distal enhancers, nor for its expression. Insertion of various combinations of CTCF motifs, between Sox2 and its distal enhancers, generated boundaries with varying degrees of insulation that directly correlated with reduced transcriptional output. However, in both epiblast and neural tissues, enhancer contacts and transcriptional induction could not be fully abolished, and insertions failed to disrupt implantation and neurogenesis. In contrast, Sox2 expression was undetectable in the anterior foregut of mutants carrying the strongest boundaries, and these animals fully phenocopied loss of SOX2 in this tissue. We propose that enhancer clusters with a high density of regulatory activity can better overcome physical barriers to maintain faithful gene expression and phenotypic robustness.
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These findings explain how strong CTCF insulators can be bypassed at the Sox2 locus.
“Moreover, they explain how strong CTCF insulators can be bypassed at the Sox2 locus (31, 40, 41).”
From Synergy between regulatory elements can render cohesin dispensable for distal enhancer function (2026) · cites this paper as [40]
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Topological domains in mammalian genomes identified by analysis of chromatin interactions
Dixon, J. R., Selvaraj, S., Yue, F., Kim, A., Li, Y., Shen, Y., Hu, M., Liu, J. S., & Ren, B. (2012) · Nature · doi:10.1038/nature11082 · Cited by 6,829 · see citing works
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
HiC-Pro: an optimized and flexible pipeline for Hi-C data processing.
Servant, N., Varoquaux, N., Lajoie, B. R., Viara, E., Chen, C.-J., Vert, J.-P., Heard, E., Dekker, J., & Barillot, E. (2015) · Genome Biology · doi:10.1186/s13059-015-0831-x · Cited by 2,565 · 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
Mediator and cohesin connect gene expression and chromatin architecture
Kagey, M. H., Newman, J. J., Bilodeau, S., Zhan, Y., Orlando, D. A., van Berkum, N. L., Ebmeier, C. C., Goossens, J., Rahl, P. B., Levine, S. S., et al. (2010) · Nature · doi:10.1038/nature09380 · Cited by 1,939 · 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
Nora, E. P., Goloborodko, A., Valton, A.-L., Gibcus, J. H., Uebersohn, A., Abdennur, N., Dekker, J., Mirny, L. A., & Bruneau, B. G. (2017) · Cell · doi:10.1016/j.cell.2017.05.004 · Cited by 1,709 · see citing works
Multiscale 3D Genome Rewiring during Mouse Neural Development
Bonev, B., Mendelson Cohen, N., Szabo, Q., Fritsch, L., Papadopoulos, G. L., Lubling, Y., Xu, X., Lv, X., Hugnot, J.-P., Tanay, A., et al. (2017) · Cell · doi:10.1016/j.cell.2017.09.043 · Cited by 1,338 · see citing works
Insulator dysfunction and oncogene activation in IDH mutant gliomas
Flavahan, W. A., Drier, Y., Liau, B. B., Gillespie, S. M., Venteicher, A. S., Stemmer-Rachamimov, A. O., Suvà, M. L., & Bernstein, B. E. (2016) · Nature · doi:10.1038/nature16490 · Cited by 1,288 · 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
Long-range enhancer–promoter contacts in gene expression control
Schoenfelder, S., & Fraser, P. (2019) · Nature Reviews Genetics · doi:10.1038/s41576-019-0128-0 · Cited by 1,102 · see citing works
Deng, W., Lee, J., Wang, H., Miller, J., Reik, A., Gregory, P. D., Dean, A., & Blobel, G. A. (2012) · Cell · doi:10.1016/j.cell.2012.03.051 · Cited by 734 · see citing works
Comparative Hi-C Reveals that CTCF Underlies Evolution of Chromosomal Domain Architecture
Vietri Rudan, M., Barrington, C., Henderson, S., Ernst, C., Odom, D. T., Tanay, A., & Hadjur, S. (2015) · Cell Reports · doi:10.1016/j.celrep.2015.02.004 · Cited by 680 · see citing works
CTCF Binding Polarity Determines Chromatin Looping
de Wit, E., Vos, E. S. M., Holwerda, S. J. B., Valdes-Quezada, C., Verstegen, M. J. A. M., Teunissen, H., Splinter, E., Wijchers, P. J., Krijger, P. H. L., & de Laat, W. (2015) · Molecular Cell · doi:10.1016/j.molcel.2015.09.023 · Cited by 641 · see citing works
The Energetics and Physiological Impact of Cohesin Extrusion
Vian, L., Pękowska, A., Rao, S. S. P., Kieffer-Kwon, K.-R., Jung, S., Baranello, L., Huang, S.-C., El Khattabi, L., Dose, M., Pruett, N., et al. (2018) · Cell · doi:10.1016/j.cell.2018.03.072 · Cited by 581 · see citing works
Topology of mammalian developmental enhancers and their regulatory landscapes
de Laat, W., & Duboule, D. (2013) · Nature · doi:10.1038/nature12753 · Cited by 521 · see citing works
The structural basis for cohesin–CTCF-anchored loops
Li, Y., Haarhuis, J. H. I., Sedeño Cacciatore, Á., Oldenkamp, R., van Ruiten, M. S., Willems, L., Teunissen, H., Muir, K. W., de Wit, E., Rowland, B. D., et al. (2020) · Nature · doi:10.1038/s41586-019-1910-z · Cited by 459 · see citing works
Reactivation of developmentally silenced globin genes by forced chromatin looping
Deng, W., Rupon, J. W., Krivega, I., Breda, L., Motta, I., Jahn, K. S., Reik, A., Gregory, P. D., Rivella, S., Dean, A., et al. (2014) · Cell · doi:10.1016/j.cell.2014.05.050 · Cited by 443 · see citing works
Hsieh, T.-H. S., Cattoglio, C., Slobodyanyuk, E., Hansen, A. S., Darzacq, X., & Tjian, R. (2022) · Nature Genetics · doi:10.1038/s41588-022-01223-8 · Cited by 406 · see citing works
Highly rearranged chromosomes reveal uncoupling between genome topology and gene expression
Ghavi-Helm, Y., Jankowski, A., Meiers, S., Viales, R. R., Korbel, J. O., & Furlong, E. E. M. (2019) · Nature Genetics · doi:10.1038/s41588-019-0462-3 · Cited by 354 · see citing works
YY1 and CTCF orchestrate a 3D chromatin looping switch during early neural lineage commitment
Beagan, J. A., Duong, M. T., Titus, K. R., Zhou, L., Cao, Z., Ma, J., Lachanski, C. V., Gillis, D. R., & Phillips-Cremins, J. E. (2017) · Genome Research · doi:10.1101/gr.215160.116 · Cited by 299 · see citing works
Hanssen, L. L. P., Kassouf, M. T., Oudelaar, A. M., Biggs, D., Preece, C., Downes, D. J., Gosden, M., Sharpe, J. A., Sloane-Stanley, J. A., Hughes, J. R., et al. (2017) · Nature Cell Biology · doi:10.1038/ncb3573 · Cited by 219 · see citing works
Single-allele chromatin interactions identify regulatory hubs in dynamic compartmentalized domains
Oudelaar, A. M., Davies, J. O. J., Hanssen, L. L. P., Telenius, J. M., Schwessinger, R., Liu, Y., Brown, J. M., Downes, D. J., Chiariello, A. M., Bianco, S., et al. (2018) · Nature Genetics · doi:10.1038/s41588-018-0253-2 · Cited by 196 · see citing works
Huang, H., Zhu, Q., Jussila, A., Han, Y., Bintu, B., Kern, C., Conte, M., Zhang, Y., Bianco, S., Chiariello, A. M., et al. (2021) · Nature Genetics · doi:10.1038/s41588-021-00863-6 · Cited by 187 · see citing works
Chromatin alternates between A and B compartments at kilobase scale for subgenic organization
Harris, H. L., Gu, H., Olshansky, M., Wang, A., Farabella, I., Eliaz, Y., Kalluchi, A., Krishna, A., Jacobs, M., Cauer, G., et al. (2023) · Nature Communications · doi:10.1038/s41467-023-38429-1 · Cited by 184 · see citing works
How subtle changes in 3D structure can create large changes in transcription
Xiao, J. Y., Hafner, A., & Boettiger, A. N. (2021) · eLife · doi:10.7554/elife.64320 · Cited by 162 · see citing works
Beagan, J. A., Pastuzyn, E. D., Fernandez, L. R., Guo, M. H., Feng, K., Titus, K. R., Chandrashekar, H., Shepherd, J. D., & Phillips-Cremins, J. E. (2020) · Nature Neuroscience · doi:10.1038/s41593-020-0634-6 · Cited by 143 · see citing works
Aljahani, A., Hua, P., Karpinska, M. A., Quililan, K., Davies, J. O. J., & Oudelaar, A. M. (2022) · Nature Communications · doi:10.1038/s41467-022-29696-5 · Cited by 121 · see citing works
Nonlinear control of transcription through enhancer-promoter interactions
Zuin, J., Roth, G., Zhan, Y., Cramard, J., Redolfi, J., Piskadlo, E., Mach, P., Kryzhanovska, M., Tihanyi, G., Kohler, H., et al. (2021) · doi:10.1101/2021.04.22.440891 · Cited by 67 · see citing works
Flagged first, then by citations
Research works printed but not linked: 85
- [1]Long HK, Prescott SL & Wysocka J. Ever-changing landscapes: transcriptional enhancers in development and evolution. Cell 167, 1170– 1187 (2016). 27863239 PMC5123704
- [3]Schuijers J. Transcriptional dysregulation of MYC reveals common enhancer-docking mechanism. Cell Rep. 23, 349– 360 (2018). 29641996 PMC5929158
- [4]Kubo N. Promoter-proximal CTCF binding promotes distal enhancer-dependent gene activation. Nat. Struct. Mol. Biol. 28, 152– 161 (2021). 33398174 PMC7913465
- [5]Tang Z. CTCF-mediated human 3D genome architecture reveals chromatin topology for transcription. Cell 163, 1611– 1627 (2015). 26686651 PMC4734140
- [7]Kane L. Cohesin is required for long-range enhancer action at the Shh locus. Nat. Struct. Mol. Biol. 29, 891– 897 (2022). 36097291 PMC7613721
- [14]Weintraub AS YY1 Is a structural regulator of enhancer–promoter loops. Cell 171, 1573– 1588 (2017). 29224777 PMC5785279
- [15]Richter WF, Nayak S, Iwasa J. & Taatjes DJ The mediator complex as a master regulator of transcription by RNA polymerase II. Nat. Rev. Mol. Cell Biol. 23, 732– 749 (2022). 35725906 PMC9207880
- [16]Pombo A. & Dillon N. Three-dimensional genome architecture: players and mechanisms. Nat. Rev. Mol. Cell Biol. 16, 245– 257 (2015). 25757416
- [17]Oudelaar AM & Higgs DR The relationship between genome structure and function. Nat. Rev. Genet. 22, 154– 168 (2021). 33235358
- [18]Furlong EEM & Levine M. Developmental enhancers and chromosome topology. Science 361, 1341– 1345 (2018). 30262496 PMC6986801
- [20]Zhang S, Übelmesser N, Barbieri M. & Papantonis A. Enhancer–promoter contact formation requires RNAPII and antagonizes loop extrusion. Preprint at bioRxiv 10.1101/2022.07.04.498738 (2022). 37012454 · DOI
- [21]Sexton T. Three-dimensional folding and functional organization principles of the Drosophila genome. Cell 148, 458– 472 (2012). 22265598
- [23]Rao SS A 3D map of the human genome at kilobase resolution reveals principles of chromatin looping. Cell 159, 1665– 1680 (2014). 25497547 PMC5635824
- [27]Narendra V. CTCF establishes discrete functional chromatin domains at the Hox clusters during differentiation. Science 347, 1017– 1021 (2015). 25722416 PMC4428148
- [28]Kraft K. Serial genomic inversions induce tissue-specific architectural stripes, gene misexpression and congenital malformations. Nat. Cell Biol. 21, 305– 310 (2019). 30742094
- [29]Engel N, Raval AK, Thorvaldsen JL & Bartolomei SM Three-dimensional conformation at the H19/Igf2 locus supports a model of enhancer tracking. Hum. Mol. Genet. 17, 3021– 3029 (2008). 18617529 PMC2536502
- [30]Despang A. Functional dissection of the Sox9–Kcnj2 locus identifies nonessential and instructive roles of TAD architecture. Nat. Genet. 51, 1263– 1271 (2019). 31358994
- [32]Rodriguez-Carballo E. Chromatin topology and the timing of enhancer function at the HoxD locus. Proc. Natl Acad. Sci. USA 117, 31231– 31241 (2020). 33229569 PMC7733857
- [33]Williamson I. Developmentally regulated Shh expression is robust to TAD perturbations. Development 146, dev179523 (2019). PMC7212092 31511252
- [34]Amandio AR Sequential in cis mutagenesis in vivo reveals various functions for CTCF sites at the mouse HoxD cluster. Genes Dev. 35, 1490– 1509 (2021). 34711654 PMC8559674
- [35]Paliou C. Preformed chromatin topology assists transcriptional robustness of Shh during limb development. Proc. Natl Acad. Sci. USA 116, 12390– 12399 (2019). 31147463 PMC6589666
- [36]Misteli T. The self-organizing genome: principles of genome architecture and function. Cell 183, 28– 45 (2020). 32976797 PMC7541718
- [37]Beagan JA & Phillips-Cremins JE On the existence and functionality of topologically associating domains. Nat. Genet. 52, 8– 16 (2020). 31925403 PMC7567612
- [38]Mirny L. & Dekker J. Mechanisms of chromosome folding and nuclear organization: their interplay and open questions. Cold Spring Harb. Perspect. Biol. 14, a040147 (2022). PMC9248823 34518339
- [39]Avilion AA Multipotent cell lineages in early mouse development depend on SOX2 function. Genes Dev. 17, 126– 140 (2003). 12514105 PMC195970
- [40]Li Y. CRISPR reveals a distal super-enhancer required for Sox2 expression in mouse embryonic stem cells. PLoS ONE 9, e114485 (2014). PMC4259346 25486255
- [41]Zhou HY A Sox2 distal enhancer cluster regulates embryonic stem cell differentiation potential. Genes Dev. 28, 2699– 2711 (2014). 25512558 PMC4265674
- [42]Taylor T. Transcriptional regulation and chromatin architecture maintenance are decoupled functions at the Sox2 locus. Genes Dev. 36, 699– 717 (2022). 35710138 PMC9296009
- [43]Brosh R. Synthetic regulatory genomics uncovers enhancer context dependence at the Sox2 locus. Preprint at bioRxiv 10.1101/2022.06.20.495832 (2022). PMC10081970 36931273 · DOI
- [44]Saiz N, Kang M, Schrode N, Lou X. & Hadjantonakis AK Quantitative analysis of protein expression to study lineage specification in mouse preimplantation embryos. J. Vis. Exp. 22, 53654 (2016). PMC4828170 26967230
- [45]Chazaud C, Yamanaka Y, Pawson T. & Rossant J. Early lineage segregation between epiblast and primitive endoderm in mouse blastocysts through the Grb2-MAPK pathway. Dev. Cell 10, 615– 624 (2006). 16678776
- [46]Wicklow E. HIPPO pathway members restrict SOX2 to the inner cell mass where it promotes ICM fates in the mouse blastocyst. PLoS Genet. 10, e1004618 (2014). PMC4207610 25340657
- [47]Anania C. In vivo dissection of a clustered-CTCF domain boundary reveals developmental principles of regulatory insulation. Nat. Genet. 54, 1026– 1036 (2022). 35817979 PMC9279147
- [48]Chang L-H A complex CTCF binding code defines TAD boundary structure and function. Preprint at bioRxiv 10.1101/2021.04.15.440007 (2021). · DOI
- [49]Ferri AL Sox2 deficiency causes neurodegeneration and impaired neurogenesis in the adult mouse brain. Development 131, 3805– 3819 (2004). 15240551
- [50]Li PY, Li SQ, Gao SG & Dong DY CRISPR/Cas9-mediated gene editing on Sox2ot promoter leads to its truncated expression and does not influence neural tube closure and embryonic development in mice. Biochem. Biophys. Res. Commun. 573, 107– 111 (2021). 34403806
- [51]Denker A. & de Laat W. The second decade of 3C technologies: detailed insights into nuclear organization. Genes Dev. 30, 1357– 1382 (2016). 27340173 PMC4926860
- [52]Redolfi J. DamC reveals principles of chromatin folding in vivo without crosslinking and ligation. Nat. Struct. Mol. Biol. 26, 471– 480 (2019). 31133702 PMC6561777
- [53]Vos ESM Interplay between CTCF boundaries and a super enhancer controls cohesin extrusion trajectories and gene expression. Mol. Cell 81, 3082– 3095 (2021). 34197738
- [54]Benabdallah NS Decreased enhancer–promoter proximity accompanying enhancer activation. Mol. Cell 76, 473– 484 (2019). 31494034 PMC6838673
- [55]Alexander JM Live-cell imaging reveals enhancer-dependent Sox2 transcription in the absence of enhancer proximity. eLife 8, e41769 (2019). PMC6534382 31124784
- [56]Fulco CP Activity-by-contact model of enhancer-promoter regulation from thousands of CRISPR perturbations. Nat. Genet. 51, 1664– 1669 (2019). 31784727 PMC6886585
- [57]Favaro R. Hippocampal development and neural stem cell maintenance require Sox2-dependent regulation of Shh. Nat. Neurosci. 12, 1248– 1256 (2009). 19734891
- [59]Uchikawa M. & Kondoh H. in Sox2 (eds. Kondoh H. & Lovell-Badge R) 107– 129 (Academic Press, 2016).
- [60]Edwards NA Developmental basis of trachea-esophageal birth defects. Dev. Biol. 477, 85– 97 (2021). 34023332 PMC8277759
- [61]Que J. Multiple dose-dependent roles for Sox2 in the patterning and differentiation of anterior foregut endoderm. Development 134, 2521– 2531 (2007). 17522155 PMC3625644
- [62]Teramoto M. The absence of SOX2 in the anterior foregut alters the esophagus into trachea and bronchi in both epithelial and mesenchymal components. Biol. Open 9, bio048728 (2020). PMC7044460 31988094
- [63]Zenteno JC, Perez-Cano HJ & Aguinaga M. Anophthalmia-esophageal atresia syndrome caused by an SOX2 gene deletion in monozygotic twin brothers with markedly discordant phenotypes. Am. J. Med. Genet. A 140, 1899– 1903 (2006). 16892407
- [64]Langer L, Sulik K. & Pevny L. Cleft palate in a mouse model of SOX2 haploinsufficiency. Cleft Palate Craniofac. J. 51, 110– 114 (2014). 23638914 PMC4019342
- [65]Mandalos N. Sox2 acts as a rheostat of epithelial to mesenchymal transition during neural crest development. Front. Physiol. 5, 345 (2014). 25309446 PMC4162359
- [66]Arnold K. Sox2+ adult stem and progenitor cells are important for tissue regeneration and survival of mice. Cell Stem Cell 9, 317– 329 (2011). 21982232 PMC3538360
- [67]Ibarra-Soria X. Defining murine organogenesis at single-cell resolution reveals a role for the leukotriene pathway in regulating blood progenitor formation. Nat. Cell Biol. 20, 127– 134 (2018). 29311656 PMC5787369
- [68]Dowen JM Control of cell identity genes occurs in insulated neighborhoods in mammalian chromosomes. Cell 159, 374– 387 (2014). 25303531 PMC4197132
- [70]Laugsch M. Modeling the pathological long-range regulatory effects of human structural variation with patient-specific hiPSCs. Cell Stem Cell 24, 736– 752 (2019). 30982769
- [71]van Bemmel JG The bipartite TAD organization of the X-inactivation center ensures opposing developmental regulation of Tsix and Xist. Nat. Genet. 51, 1024– 1034 (2019). 31133748 PMC6551226
- [75]Zhang H. CTCF and transcription influence chromatin structure re-configuration after mitosis. Nat. Commun. 12, 5157 (2021). 34453048 PMC8397779
- [78]Symmons O. The Shh topological domain facilitates the action of remote enhancers by reducing the effects of genomic distances. Dev. Cell 39, 529– 543 (2016). 27867070 PMC5142843
- [80]Rinzema NJ Building regulatory landscapes reveals that an enhancer can recruit cohesin to create contact domains, engage CTCF sites and activate distant genes. Nat. Struct. Mol. Biol. 29, 563– 574 (2022). 35710842 PMC9205769
- [82]Galupa R. A conserved noncoding locus regulates random monoallelic Xist expression across a topological boundary. Mol. Cell 77, 352– 367 (2020). 31759823 PMC6964159
- [83]Pinto PB Enhancer-promoter interactions form independently of genomic distance and are functional across TAD boundaries. Preprint at bioRxiv 10.1101/2022.08.29.505755 (2022). PMC10899756 38084924 · DOI
- [84]Schmidt D. Waves of retrotransposon expansion remodel genome organization and CTCF binding in multiple mammalian lineages. Cell 148, 335– 348 (2012). 22244452 PMC3368268
- [85]Sundaram V. Widespread contribution of transposable elements to the innovation of gene regulatory networks. Genome Res. 24, 1963– 1976 (2014). 25319995 PMC4248313
- [87]Bourque G. Evolution of the mammalian transcription factor binding repertoire via transposable elements. Genome Res. 18, 1752– 1762 (2008). 18682548 PMC2577865
- [88]Lunyak VV Developmentally regulated activation of a SINE B2 repeat as a domain boundary in organogenesis. Science 317, 248– 251 (2007). 17626886
- [89]Gu H. Fine-mapping of nuclear compartments using ultra-deep Hi-C shows that active promoter and enhancer elements localize in the active A compartment even when adjacent sequences do not. Preprint at bioRxiv 10.1101/2021.10.03.462599 (2021). · DOI
- [90]Goel VY, Huseyin MK & Hansen AS Region Capture Micro-C reveals coalescence of enhancers and promoters into nested microcompartments. Preprint at bioRxiv 10.1101/2022.07.12.499637 (2022). PMC10424778 37157000 · DOI
- [91]Rowley MJ Evolutionarily conserved principles predict 3D chromatin organization. Mol. Cell 67, 837– 852 (2017). 28826674 PMC5591081
- [92]Hnisz D, Shrinivas K, Young RA, Chakraborty AK & Sharp PA A phase separation model for transcriptional control. Cell 169, 13– 23 (2017). 28340338 PMC5432200
- [94]Thompson JJ Extensive co-binding and rapid redistribution of NANOG and GATA6 during emergence of divergent lineages. Nat. Commun. 13, 4257 (2022). 35871075 PMC9308780
- [95]Chari R, Yeo NC, Chavez A. & Church GM sgRNA Scorer 2.0: a species-independent model to predict CRISPR/Cas9 activity. ACS Synth. Biol. 6, 902– 904 (2017). 28146356 PMC5793212
- [96]Gooden AA, Evans CN, Sheets TP, Clapp ME & Chari R. dbGuide: a database of functionally validated guide RNAs for genome editing in human and mouse cells. Nucleic Acids Res. 49, D871– D876 (2021). 33051688 PMC7779039
- [97]D’Astolfo DS Efficient intracellular delivery of native proteins. Cell 161, 674– 690 (2015). 25910214
- [98]Czechanski A. Derivation and characterization of mouse embryonic stem cells from permissive and nonpermissive strains. Nat. Protoc. 9, 559– 574 (2014). 24504480 PMC4112089
- [99]Mali P. RNA-guided human genome engineering via Cas9. Science 339, 823– 826 (2013). 23287722 PMC3712628
- [100]Moorthy SD Enhancers and super-enhancers have an equivalent regulatory role in embryonic stem cells through regulation of single or multiple genes. Genome Res. 27, 246– 258 (2017). 27895109 PMC5287230
- [101]Ding Q. Enhanced efficiency of human pluripotent stem cell genome editing through replacing TALENs with CRISPRs. Cell Stem Cell 12, 393– 394 (2013). 23561441 PMC3925309
- [102]Zalc A. Reactivation of the pluripotency program precedes formation of the cranial neural crest. Science 371, eabb4776 (2017). PMC8557957 33542111
- [104]Kerpedjiev P. HiGlass: web-based visual exploration and analysis of genome interaction maps. Genome Biol. 19, 125 (2018). 30143029 PMC6109259
- [105]Kruse K, Hug CB & Vaquerizas JM FAN-C: a feature-rich framework for the analysis and visualisation of chromosome conformation capture data. Genome Biol. 21, 303 (2020). 33334380 PMC7745377
- [106]Hansen AS, Pustova I, Cattoglio C, Tjian R. & Darzacq X. CTCF and cohesin regulate chromatin loop stability with distinct dynamics. eLife 6, e25776 (2017). PMC5446243 28467304
- [108]Whyte WA Master transcription factors and mediator establish super-enhancers at key cell identity genes. Cell 153, 307– 319 (2013). 23582322 PMC3653129
- [109]Xiang Y. Epigenomic analysis of gastrulation identifies a unique chromatin state for primed pluripotency. Nat. Genet. 52, 95– 105 (2020). 31844322 PMC7362285
- [110]Gorkin DU An atlas of dynamic chromatin landscapes in mouse fetal development. Nature 583, 744– 751 (2020). 32728240 PMC7398618
- [111]Li J. Accurate annotation of accessible chromatin in mouse and human primordial germ cells. Cell Res. 28, 1077– 1089 (2018). 30305709 PMC6218449
- [112]Zhao H. CrossMap: a versatile tool for coordinate conversion between genome assemblies. Bioinformatics 30, 1006– 1007 (2014). 24351709 PMC3967108
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Jensen, C. L., Chen, L.-F., Swigut, T., Crocker, O. J., Yao, D., Bassik, M. C., Ferrell, J. E., Boettiger, A. N., & Wysocka, J. (2025) · Molecular Cell · doi:10.1016/j.molcel.2024.10.021 · Cited by 39 · see citing works
Synergy between regulatory elements can render cohesin dispensable for distal enhancer function
Hansen, K. L., Adachi, A. S., Braccioli, L., Kadvani, S., Boileau, R. M., Martinovic, M., Pokorny, B., Shah, R., Anderson, E. C., Zhang, K., et al. (2026) · Science · doi:10.1126/science.adt4221 · Cited by 29 · see citing works
Chakraborty, S., Wenzlitschke, N., Anderson, M. J., Eraso, A., Baudic, M., Thompson, J. J., Evans, A. A., Shatford-Adams, L. M., Chari, R., Awasthi, P., et al. (2025) · Developmental Cell · doi:10.1016/j.devcel.2025.02.002 · Cited by 22 · see citing works
Self-citation
- Authors
- Chakraborty, S., Kopitchinski, N., Zuo, Z., Eraso, A., Awasthi, P., Chari, R., Mitra, A., Tobias, I. C., Moorthy, S. D., Dale, R. K., Mitchell, J. A., Petros, T. J., & Rocha, P. P.
- Affiliations
- National Institutes of Health (US)
- Frederick National Laboratory for Cancer Research (US)
- University of Toronto (CA)
- Corresponding author
- Rocha, Pedro P.
- ORCID
- Venue
- Nature Genetics
- Published
- 2023-01-30
- Volume
- 55
- Issue
- 2
- Pages
- 280-290
- ISSN
- 1061-4036 (ISSN-L)
- 1546-1718
- PMC
- PMC10758292
- OpenAlex
- W4318486619
- Cited by
- 120
- References
- 30
- Citations by year
- 2026: 29 · 2025: 24 · 2024: 35 · 2023: 22 · 2022: 10
- FWCI
- 9.51
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Licence
- Locations
- Nature Genetics (publishedVersion)
- bioRxiv (Cold Spring Harbor Laboratory) (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- U.S. Department of Health & Human Services | NIH | Eunice Kennedy Shriver National Institute of Child Health and Human Development (HD008975, HD008986, HD008962)
- U.S. Department of Health & Human Services | NIH | National Cancer Institute (HHSN261201500003I)
- Gouvernement du Canada | Canadian Institutes of Health Research (FRN 153186)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Developmental Biology and Gene Regulation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
- Keywords
- enhancer-promoter interactions, CTCF, chromatin looping, SOX2, distal enhancers, phenotypic robustness, epiblast, neural development, gene expression regulation, mouse mutants
- MeSH terms
- CCCTC-Binding Factor, Animals, Chromatin, Enhancer Elements, Genetic, Promoter Regions, Genetic, Mice
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