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Enhancer-promoter interactions form independently of genomic distance and are functional across TAD boundaries

Pedro Borges Pinto, Alexia Grasso, Deevitha Balasubramanian, Séverine Vincent, Hélène Tarayre, Damien Lajoignie, View ORCID ProfileYad Ghavi-Helm
doi: https://doi.org/10.1101/2022.08.29.505755
Pedro Borges Pinto
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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Alexia Grasso
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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Deevitha Balasubramanian
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
2Indian Institute of Science Education and Research (IISER) Tirupati, Karakambadi Road, Opposite Sree Rama Engineering College, Rami Reddy Nagar, Mangalam, Tirupati, Andhra Pradesh, India; Pin - 517507
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Séverine Vincent
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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Hélène Tarayre
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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Damien Lajoignie
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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Yad Ghavi-Helm
1Institut de Génomique Fonctionnelle de Lyon, UMR5242, Ecole Normale Supérieure de Lyon, Centre National de la Recherche Scientifique, Université Claude Bernard-Lyon 1, 46 allée d’Italie F-69364 Lyon, France
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  • ORCID record for Yad Ghavi-Helm
  • For correspondence: yad.ghavi-helm@ens-lyon.fr
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Abstract

Developmental enhancers are essential regulatory elements that drive precise spatio-temporal gene expression patterns. They do so by interacting with the promoter of their target genes, often across large genomic distances, in a highly specific manner. However, it is unclear how such specificity can be achieved. While several studies have suggested that Topologically Associating Domains (TADs)1–3 facilitate and constrain enhancer-promoter interactions, the role of TAD boundaries in effectively restricting enhancer-promoter interactions is heavily debated. Here we show that enhancers can establish long-range interactions across TAD boundaries and even between different chromosomes. Moreover, some of these interactions are functional in vivo, illustrating their functional importance. Using the twist locus in Drosophila embryos, we systematically relocated one of its enhancers to different regulatory contexts and distances from the twist promoter. We found that the twist promoter can engage in functional enhancer-promoter interactions across a TAD boundary and that distal interactions are sometimes favored over proximal ones. Our results demonstrate that TAD boundaries are not sufficient to constrain enhancer-promoter interactions and that the formation of long-range interactions is not solely driven by distance. These observations suggest that other general mechanisms must exist to establish and maintain specific enhancer-promoter interactions across large distances.

Enhancers are short non-coding genomic elements that play a crucial role in the regulation of gene expression during development, by driving precise spatial and temporal expression patterns4. They can be located at various distances from the promoter of their target gene(s), sometimes even skipping multiple nearby promoters to regulate the expression of a gene located at a large genomic distance5,6. Long-range enhancer-promoter interactions are mediated through the formation of three-dimensional (3D) chromatin loops7. Even in the compact Drosophila genome, the distance between enhancers and their target genes is comparable to mammals, with a median distance of 100 kb, and some interactions spanning distances of over 500 kb8. In this context, it is essential for enhancers to target and regulate the expression of the correct gene while avoiding the inappropriate expression of neighboring genes.

In recent years, genome topology has been suggested to play an important role in constraining enhancer-promoter interactions. Indeed, these interactions tend to be constrained within large regulatory domains which broadly coincide with regions of increased three-dimensional proximity named Topologically Associating Domains (TADs)9–13. Rearrangements affecting TAD boundaries can impair proper enhancer-promoter communication and affect gene expression14–21. TADs have thus been proposed to act as functional regulatory units that favor local enhancer-promoter interactions whilst preventing interactions across their boundaries22,23. However, in some cases, gene expression seems resilient to chromosomal rearrangements24–27. Moreover, depleting the complexes responsible for TAD boundary formation completely abolishes TAD structures, yet only mildly affects gene expression28–31. These conflicting observations question the role of TADs in gene expression regulation32. In particular, to what extent can enhancers interact and regulate the expression of their target gene across TAD boundaries, irrespective of genomic distance and chromatin context, and how the specificity of such long-range interactions is achieved remain open questions.

To address these questions, we searched for a well-characterized developmental gene whose activity is easily tractable during embryogenesis and whose expression is regulated by a tissue-specific enhancer. We, therefore, focused on the Drosophila twist (twi) gene, that codes for a highly conserved transcription factor acting as a master regulator of mesoderm development and promoting epithelial-mesenchymal transition in normal and metastatic cells33. In the embryo, twist is strongly expressed from the onset of zygotic transcription in the ventral region of the embryo corresponding to the mesoderm anlage and starts to decline after germ band elongation34. twist mutants are recessive lethal due to abnormal gastrulation characterized by the absence of mesoderm derivatives35. During early embryogenesis, the expression of the twist gene is regulated by three known enhancers: an upstream distal enhancer (DE), an upstream proximal enhancer (PE)36, and a downstream distal enhancer37. For simplicity, we will hereafter refer to these enhancers as E1, E2, and E3, respectively (Fig. 1a). Previous reports suggested that these regulatory regions might be active in overlapping cell types during the early stages of embryogenesis38–40. Our detailed analysis of the activity of these enhancers revealed that all three regulatory regions are active until stage 10. However, at stage 11, we discovered that E3 is the only active regulatory region controlling twist expression in the thoracic and abdominal region (Fig. 1b and Extended Data Fig. 1b). Deleting the endogenous E3 enhancer causes a recessive lethal phenotype at embryonic stages. It is associated to a strong reduction in twist expression at stage 11 leading to severe defects in the embryonic somatic musculature of twiΔE3 mutant embryos (Fig. 1c-d, Extended Data Fig. 1c-d). We, therefore, concluded that the E3 enhancer is essential for the proper development of the mesoderm and that its activity is not redundant with that of the upstream E1 and E2 enhancers.

Fig. 1:
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Fig. 1: The E3 enhancer activates the expression of twist during embryogenesis.

a. The twist E3 enhancer is located in an open chromatin region as defined by DNase-seq signal in wild-type embryos at stage 1142. b. Immunostaining with the α-Twist antibody (red) and expression (smiFISH) driven by its E3 enhancer (GFP, green) at stage 5 (top) and 11 (bottom). Scale bars 50 μm. c. Schematic representation of the twist locus and of the twiΔE3 deletion. d. Immunostaining with the α-Twist antibody at stage 11 (white, left) and the α-TM1 antibody at stage 16 (red, middle) in wild-type (top) and twiΔE3 embryos (bottom). The location of thoracic segments T2-T3 and abdominal segments A1-A8 is indicated. A blow-up (right) indicates the location of specific embryonic body muscles (LT1-4: lateral transverse muscles, DA1: dorsal acute, VA: ventral acute) and the location of missing muscles in the mutant (yellow asterisk: muscles absent in the whole segment, yellow arrows: absence of specific muscles). Scale bars 50 μm. e. 4C-seq interaction map at the twist locus in wild-type embryos at 5 to 8 hours after egg-lay. The observed interaction between the twist promoter and the E3 enhancer is highlighted by an arc. One representative experiment is shown.

We next verified that the endogenous E3 enhancer interacts with the twist promoter. The twist gene and its three enhancers are located within the same TAD, close to its boundary and in an open chromatin region marked by active histone modifications (Extended Data Fig. 1a, Extended Data Fig. 2a). The E3 enhancer is located approximately 3 kb downstream of the twist promoter (Extended Data Fig. 1a). To visualize chromatin interactions at such short distances, we significantly improved our 4C-Seq (circular chromosome conformation capture) protocol and applied it to wild-type Drosophila embryos at 5 to 8 hours after egg-lay (stage 10-11) using a viewpoint anchored within the twist gene. We observed an interaction between the twist promoter and a region overlapping the E3 enhancer, confirming that the endogenous E3 enhancer interacts with the twist promoter during early embryogenesis (Fig. 1e and Extended Data Fig. 1a).

Having identified a suitable model to measure the effect of an enhancers’ relocation on gene expression and chromatin organization, we performed extensive genomic engineering of the endogenous twist locus by inserting the E3 enhancer at various linear distances from the twist promoter (ranging from 7.5 kb to 1.6 Mb and on another chromosome; Fig. 2a). In all cases, the obtained fly lines were homozygous viable. The insertion sites were selected based on their distance to the endogenous twist promoter and location with respect to TADs, chromatin domains, and A/B compartments (Extended Data Fig. 2-3). To minimize deleterious effects, we avoided regions containing annotated genes and regulatory sequences (annotated in the REDfly database41 or overlapping DNase I hypersensitive sites during embryogenesis42) (Extended Data Fig. 2-3). In addition, we ensured that none of the insertion sites interact with the twist promoter in wild-type embryos as visualized by 4C-seq (Extended Data Fig. 4 a-b) and Micro-C (Extended Data Fig. 2-3). The E3(+7.5kb) insertion site is located in the same TAD as twist, while the E3(+39kb) and E3(+51kb) insertion sites are both located in the adjacent downstream TAD. Two additional insertion sites, E3(−181kb) and E3 (−1.6Mb), are located in more distal upstream regions, and the last insertion site, E3(chr3L), is located on a different chromosome (Fig. 2a, Extended Data Fig. 2-3). Finally, we verified the location of each insertion site with regard to A/B compartments, respectively associated to open and closed chromatin, and established by calculating the eigenvector of a Hi-C contact matrix obtained from stage 5 to 8 whole embryos43 (Methods). Except for E3(+51kb), all insertion sites are located in an A compartment.

Fig. 2:
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Fig. 2: The twist promoter interacts with the E3 enhancer across large genomic distances.

a. Schematic representation of the different ectopic E3 insertion sites on chr2R and chr3L. b. High-resolution chromatin organization around the twist locus. Top to bottom: normalized Micro-C contact map at 1000 bp resolution in wild-type embryos at 5 to 8 hours after egg-lay (two biological replicates merged), 4C-seq interaction maps in E3(+7.5kb) (purple), E3(+39kb) (green), and E3(+51kb) (blue) embryos at 5 to 8 hours after egg-lay (one representative experiment is shown). The TAD containing twist and the E3 enhancer is highlighted in light blue. A 10 kb region surrounding the ectopic E3 sites is highlighted by a dotted box and shown as an inset (right). Potential interactions between the twist promoter and the ectopic E3 enhancer are highlighted by an arc. The percentage of ectopic E3 reads (ectopic E3), the percentage of reads mapping on the 2-kb ectopic E3 over a 10-kb window (E3 strength), and the percentage of reads mapping on an adjacent control region (background) are indicated. Insets: 4C-seq interaction maps in a 10 kb region around the ectopic E3 sites in E3(+7.5kb) (purple), E3(+39kb) (green), and E3(+51kb) (blue) embryos compared to wild-type (black) embryos at the same stage. The location of the E3 ectopic insertion is indicated by a grey rectangle. c. 4C-seq interaction maps in E3(−181kb) (yellow) and E3(−1.6Mb) (orange) embryos at 5 to 8 hours after egg-lay (one representative experiment is shown). A 10 kb region surrounding the ectopic E3 sites is highlighted by a dotted box and shown as an inset (right). Potential interactions between the twist promoter and the ectopic E3 enhancer are highlighted by an arc. The percentage of ectopic E3 reads (ectopic E3) is indicated. Insets: 4C-seq interaction maps in a 10 kb region around the ectopic E3 sites in E3(−181kb) (yellow) and E3(−1.6Mb) (orange) embryos compared to wild-type (black) embryos at the same stage. The location of the E3 ectopic insertion is indicated by a grey rectangle. d. Left: Violin plots representing 3D DNA FISH distances measured in mesodermal nuclei between a probe located next to the twist promoter and a probe located next to the +51kb insert site in wild-type (grey) and E3(+51kb) (blue) embryos at stage 11. A non-parametric two-sample Kolmogorov–Smirnov test was used to assess the significant difference between DNA FISH distance distributions (p = 2.2e-16). Right: Violin plots representing 3D DNA FISH distances measured in mesodermal and non-mesodermal nuclei between a probe located next to the twist promoter and a probe located next to the -181kb insert site in E3(−181kb) (yellow) embryos and to the -1.6Mb insert site in E3(−1.6Mb) (orange) embryos at various twist-expressing stages. The percentage of colocalization (defined as the percentage of probe pairs with a distance < 0.25 μm; Methods) is indicated for each condition.

We initially used these six fly lines to establish whether ectopically inserted E3 enhancers could engage in long-range enhancer-promoter interactions with the twist promoter (Fig. 2b-d). For this purpose, we conducted a comprehensive analysis of chromatin organization in these fly lines, by generating 4C-seq interaction maps from Drosophila embryos collected at 2 to 5 hours (stage 5-9) and 5 to 8 hours (stage 10-11) after egg-lay. To have a more comprehensive view of chromatin organization, we used two different viewpoints: one located at the TAD boundary upstream of the twist promoter (viewpoint Twi1) and one within the twist gene (viewpoint Twi2). In these lines, the endogenous and ectopic copies of the E3 enhancer contain several naturally-occurring single-nucleotide variants (Extended Data Fig. 5) enabling us to differentiate endogenous and ectopic interactions in genomic experiments.

We measured three parameters in our 4C-seq maps, to characterise the interactions of the twist locus with each ectopic E3 insertion: i) “ectopic E3”, defined as the percentage of interactions exclusively established with the ectopic version of the E3 enhancer over all versions of E3. ii) “E3 strength”, defined as the percentage of interactions overlapping the ectopic enhancer site as compared to a 10 kb region around the insertion site and used to estimate the strength of the interaction. iii) “background”, defined as the percentage of interactions overlapping a sliding window around (but excluding) the ectopic enhancer site as compared to a 10 kb region around the insertion site and used to estimate the expected background level of interactions at this site. We considered two regions as interacting if ectopic E3 was greater than 10% and/or E3 strength/background greater than 1.7.

We first focused on the fly lines carrying an insertion site downstream of the twist locus, corresponding to the insertions at +7.5 kb (line E3(+7.5kb)), +39 kb (line E3(+39kb)), and +51 kb (line E3(+51kb)) from the twist promoter. Placing the ectopic E3 enhancer in the same TAD as twist (line E3(+7.5kb)) did not affect its ability to engage in chromatin interactions with the twist promoter. Indeed, on average 31.7% of the reads mapping to the E3 enhancer at 5-8 h after egg-lay corresponded to the ectopic E3 enhancer, indicating that the twist promoter interacts with both copies of the E3 enhancer (Fig. 2b, Extended Data Fig. 6a, c).

When the ectopic E3 enhancer was inserted in a different TAD, however, we observed two opposite situations. When inserted at position +39kb (line E3(+39kb)), only 9.36% of the reads mapped to the ectopic E3 enhancer at 5-8 h after egg-lay, and no significant interaction was observed when compared to a wild-type control (Fig. 2b, Extended Data Fig. 6b-d). In contrast, when the ectopic E3 enhancer was inserted at position +51kb (line E3(+51kb)), 17.2% of the reads map to the ectopic E3 enhancer (Fig. 2b, Extended Data Fig. 6c, Extended Data Fig. 7a). In addition, the interaction strength (“E3 strength”) was nearly doubled in the E3(+51kb) line (44.7%) compared to the E3(+39kb) line (23.8%) or their respective background controls (21.7% and 17.8% respectively) (Fig. 2b, Extended Data Fig. 6d). We also observed an increase in the ectopic E3 interaction frequency between 2 to 5 and 5 to 8 hours after egg-lay, from 26% to 31.7% in line E3(+7.5kb) and from 13.7% to 17.2% in line E3(+51kb). This was not the case for the non-interacting E3(+39kb) line (from 9.8% to 9.4%; Extended Data Fig. 6c). This increase correlates with the specific activity of E3 during embryogenesis at stage 11. We further validated the interaction between the twist promoter and the ectopic E3(+51kb) enhancer using mesoderm-specific 3D DNA fluorescence in situ hybridization (FISH) in E3(+51kb) embryos at stage 5 and 11 by measuring the distance between a probe located near the twist promoter and the ectopic E3 insertion. As a control, we measured the same distance in a wild-type line. The distance distribution was significantly different between the two lines (p = 2.2e-16), with a percentage of colocalization increasing from 32% in the non-interacting control to 52% in the E3(+51kb) line (Fig. 2d, Extended Data Fig. 8a-b).

In the lines E3(−181 kb) and E3(−1.6Mb), the ectopic E3 enhancer is located at a much larger distance from the twist locus, with several TAD boundaries in between. In these lines, we observed that on average less than 10% of the reads mapping to the E3 enhancer corresponded to the ectopic E3 (Fig. 2c). Besides, the ectopic E3 site was not enriched in 4C-seq interactions in those fly lines compared to a wild-type control (Fig. 2b-c - inset). This absence of interaction was also validated by 3D DNA FISH in the E3(−1.6Mb) and E3(−181kb) fly lines (Fig. 2d; 34% and 14% colocalization, respectively), confirming that the twist promoter is not able to engage in long-range enhancer-promoter interactions with the E3 enhancer when it is inserted at the -1.6Mb and -181kb sites. Together, our observations suggest that the twist promoter can engage in long-range enhancer-promoter interactions with the E3 enhancer in a distance-independent manner, with distal sites (for eg. the +51kb site) sometimes favored over more proximal ones (for eg. the +39kb site).

To demonstrate the biological relevance of the observed interactions between the twist promoter and various ectopic E3 insertions, we probed to what extent the ectopic insertions could rescue the deletion of the endogenous E3 enhancer (twiΔE3) (Fig. 3a-b, Extended Data Fig. 9a). In line with our previous observations, inserting the ectopic E3 enhancer 7.5kb downstream of the twist promoter, fully rescued the viability (Fig. 3b, twiΔE3, E3(+7.5kb), Extended Data Fig. 9a; 81% versus 0%), twist expression (Extended Data Fig. 9b), and muscle formation (data not shown) of twiΔE3 embryos. There was however a more modest effect upon the insertion of the ectopic E3 enhancer 51 kb away from the twist promoter, with twiΔE3, E3(+51kb) embryos displaying a partial rescue of embryo viability (Fig. 3b, Extended Data Fig. 9a; 14% versus 0%), twist expression (Fig. 3c, Extended Data Fig. 9b), and muscle formation (Fig. 3d) relative to twiΔE3 embryos. The rescue of twist expression in twiΔE3, E3(+51kb) embryos followed two different patterns (Extended Data Fig. 9b): in 29% of the embryos, twist was expressed at low levels throughout the whole mesoderm. In the other 61% of the embryos, however, twist was expressed at a higher level, but was restricted to a group of cells in the T1 and maxillary segments of the embryo. Finally, about 10% of the embryos displayed both a weak twist expression throughout the mesoderm and a high expression in the group of cells. In contrast, none of the non-interacting insertions were able to rescue embryo viability (Extended Data Fig. 9a). These results further support the functionality of the long-range enhancer-promoter interactions we identified.

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Fig. 3: Long-range interactions between the ectopic E3 and the twist promoter can rescue twiΔE3 mutants.

a. Schematic representation of the different ectopic E3 insertion sites on chr2R and of the twiΔE3 deletion. b. Bar plot representing the percentage of viable embryos on the twiΔE3 (black), E3(+7.5kb) (dark purple), twiΔE3, E3(+7.5kb) (light purple), E3(+51kb) (dark blue), and twiΔE3, E3(+51kb) (light blue) lines. For each condition, at least two independent experiments were performed, with at least 50 embryos each. c. Immunostaining with the α-Twist antibody in wild-type (top) and twiΔE3, E3(+51kb) embryos (bottom) at stage 11. Scale bars 50 μm. d. Immunostaining with the α-TM1 antibody in wild-type (top) and twiΔE3, E3(+51kb) embryos (bottom) at stage 16. The location of thoracic segments T2-T3 and abdominal segments A1-A8 is indicated. A blow-up (dotted scare) indicates the location of specific embryonic body muscles (LT1-4: lateral transverse muscles, DA1: dorsal acute, VA: ventral acute) and the location of missing muscles in the mutant (yellow arrows). Scale bars 50 μm. e. 4C-seq interaction maps in E3(+7.5kb) (dark purple) and twiΔE3, E3(+7.5kb) (light purple) embryos at 5 to 8 hours after egg-lay (one representative experiment is shown). f. 4C-seq interaction maps in E3(+51kb) (dark blue), and twiΔE3, E3(+51kb) (light blue) embryos at 5 to 8 hours after egg-lay (one representative experiment is shown). A 10 kb region surrounding the ectopic E3 sites is highlighted by a dotted box and shown as an inset. Potential interactions between the twist promoter and the ectopic E3 enhancer are highlighted by an arc. The percentage of reads mapping on the 2-kb ectopic E3 over a 10-kb window (E3/bkgd) and the percentage of reads mapping on an adjacent control region (control) are indicated. g. Violin plots representing 3D DNA FISH distances measured in mesodermal nuclei between a probe located next to the twist promoter and a probe located next to the +51kb insert site in wild-type (grey), E3(+51kb) (dark blue), and twiΔE3, E3(+51kb) (light blue) embryos at stage 11. A non-parametric two-sample Kolmogorov–Smirnov test was used to assess the significant difference between DNA FISH distance distributions (wild-type versus E3(+51kb): p = 2.2e-16, wild-type versus twiΔE3, E3(+51kb): p = 2.2e-16, E3(+51kb) versus twiΔE3, E3(+51kb): p = 0.04). The percentage of colocalization (defined as the percentage of probe pairs with a distance < 0.25 μm; Methods) is indicated for each condition. h. Normalized Micro-C contact map at 1000 bp resolution in twiΔE3, E3(+51kb) embryos at 5 to 8 hours after egg-lay (two biological replicates merged). The interaction between the twist locus and the +51kb insertion site is indicated by a black arrow.

To confirm that the activation of twist by the ectopic E3 enhancers is dependent on enhancer-promoter looping, we repeated 4C-seq experiments in twiΔE3, E3(+7.5kb) and twiΔE3, E3(+51kb) embryos, where the endogenous E3 was deleted. In both cases, the interaction between the twist promoter and the +7.5 kb or +51 kb ectopic E3 enhancers was maintained (Fig. 3 e-f, Extended Data Fig. 10a-b). Mesoderm-specific 3D DNA FISH experiments performed at stage 5 and 11 further validated this observation (Fig. 3g, Extended Data Fig. 8a), with a significant difference in the distance distribution (p = 2.2e-16) and an increased colocalization from 32% in the wild-type control to 51% in the twiΔE3, E3(+51kb) line. Deleting the endogenous E3 enhancer in the E3(+51kb) line however resulted in a slight decrease in 4C-seq interaction frequency (Fig. 3f; E3 strength from 44.7% to 33.3%) as well as a slight increase in the distance between the twist promoter and the +51kb insertion site (Extended Data Fig. 8a; colocalization from 56% to 43%). This effect appeared more pronounced at stage 5 than at stage 11 (Extended Data Fig. 8a), suggesting that enhancer-enhancer interactions between the two copies of E3 might favor a more compact conformation at earlier stages. Together, these data show that the twist promoter can engage in functional enhancer-promoter interactions across large distances (i.e. over distances greater than about 10 kb, which would be the typical average distance between known enhancer-promoter pairs in Drosophila) and that these interactions do not depend on the presence of the endogenous E3 enhancer.

To establish whether long-range enhancer-promoter interactions indeed can take place across TAD boundaries and analyse global changes in chromatin organisation, we generated Micro-C contact maps at 5 to 8 h after egg-lay in the wild-type and twiΔE3, E3(+51kb) lines. The Micro-C maps provided us with an additional opportunity to confirm the presence of long-range interactions between the twist locus and the ectopic E3 enhancer at the +51kb site (Fig3h, black arrow) that were absent in the wild-type line (Fig. 2b, Extended Data Fig. 11). Ectopically inserting the E3 enhancer at position +51kb leaded to increased local interactions between these two sites, yet did not significantly alter global chromatin organization (Fig3h, Extended Data Fig. 11). Indeed, this ectopic insertion did not affect the presence of the boundary located between the twist locus and the +51kb site, but instead drove the formation of an additional boundary at the +51kb site, confirmed by a strong shift in the directionality index (Extended Data Fig. 11, blue arrow). This insertion also resulted in a shift of the region between the twist locus and the +51kb site from an A compartment to a B compartment, while the position of the +51kb site itself shifted from a B compartment to an A compartment (Extended Data Fig. 11, red arrow). These results confirm that a long-range functional interaction is established between the twist promoter and the ectopic E3 enhancer at position +51kb and that this interaction takes place across a TAD boundary. This long-range cross-TAD regulation challenges the current view of enhancer biology, whereby enhancer-promoter interactions are constrained by TAD boundaries.

The last E3 insertion site included in our analysis is located on a different chromosome than twist, allowing us to investigate the presence of inter-chromosomal enhancer-promoter interactions. Surprisingly, 4C-seq experiments in the E3(chr3L) line revealed that an average of 46.9% of the reads mapping to the E3 enhancer at 5-8 h after egg-lay corresponded to the ectopic E3 enhancer (Fig. 4a-b, Extended Data Fig. 6c, Extended Data Fig. 12 a-b). The interaction between the twist promoter and the ectopic E3(chr3L) enhancer was also validated by mesoderm-specific 3D DNA FISH in E3(chr3L) embryos at stage 5 by measuring the distance between a probe located near the twist promoter and the ectopic E3 insertion. As a control, we measured the same distance in a wild-type line. The distance distribution was significantly different between the two lines (p = 9.6e-6), with a percentage of colocalization increasing from 9% in the non-interacting control to 21% in the E3(chr3L) line (Fig. 4c). We observed two populations of nuclei in E3(chr3L) embryos: a population where the two loci are very distant (as in the wild-type condition), and a population where the two loci are highly colocalized. This might indicate that, while this interaction can be very strong in some cells, it is also highly unstable. This observation is further supported by the inability of the E3(chr3L) insertion to rescue both the viability (Extended Data Fig. 9a) and twist expression in twiΔE3 mutant embryos (Fig. 4d). Overall, these data indicate that while strong, the ectopic E3(chr3L) enhancer fails to establish functional interactions with the twist promoter.

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Figure 4: The twist promoter interacts with the E3 enhancer placed on a different chromosome.

a. 4C-seq interaction map in E3(chr3L) (red) embryos at 5 to 8 hours after egg-lay around the twist locus (one representative experiment is shown). b. 4C-seq interaction maps in E3(chr3L) (red) and wild-type (black) embryos at 5 to 8 hours after egg-lay around the chr3L insert site (one representative experiment is shown). c. Violin plots representing 3D DNA FISH distances measured in mesodermal nuclei between a probe located next to the twist promoter and a probe located next to the chr3L insert site in wild-type (grey) and E3(chr3L) (red) embryos at stage 5. A non-parametric two-sample Kolmogorov–Smirnov test was used to assess the significant difference between DNA FISH distance distributions (p = 9.6e-6). The percentage of colocalization (defined as the percentage of probe pairs with a distance < 0.25 μm; Methods) is indicated for each condition. d. Immunostaining with the α-Twist antibody at stage 11 in wild-type (left), twiΔE3 (middle), and twiΔE3, E3(chr3L) (right) embryos. Scale bars 50 μm.

In summary, by systematically perturbing a specific locus with controlled genetic tools, we uncovered fundamental features of enhancer-promoter interaction specificity across large distances. We demonstrated that the twist promoter can engage in long-range interactions with an ectopic enhancer across large distances and across TAD boundaries, and even between chromosomes. Rescue experiments confirmed that such long-range interactions can sometimes be functional during embryonic development and do not depend on the presence of the endogenous enhancer. Our data thus reveal that enhancer-promoter interactions are not necessarily constrained by TAD boundaries. In fact, the twist promoter can interact with the E3 enhancer when it is located ectopically at a distance 17 times greater than the endogenous enhancer. This observation is in agreement with previous reports describing minor transcriptional effects upon the disruption of TADs boundaries24–30 and cross-TAD transcriptional regulation at the xist locus44. We also demonstrate that the formation of long-range enhancer-promoter interactions is not solely dependent on the distance between the enhancer and the promoter, as the E3 enhancer can activate twist expression when located 51kb away from the promoter but not when located at a more proximal position (39kb). While TAD-mediated enhancer-promoter proximity certainly favors rapid gene activation45,46, especially in cells characterized by very fast cell cycles such as Drosophila embryonic cells, other mechanisms must exist to promote interactions across large distances. Overall, neither the genomic distance, the location of TAD boundaries, nor the enhancer sequence can solely dictate enhancer-promoter interaction specificity. Instead, we propose that long-range enhancer-promoter interactions would be favored between specific genomic sites, a feature which is reminiscent of architectural proteins such as insulators47 and tethering elements48,49. However, the presence of such proteins is not sufficient to drive long-range interactions. Indeed, the +51 kb insertion site does not interact with the twist promoter in wild-type conditions, but only upon the insertion of the E3 ectopic enhancer. Therefore, we propose a model where enhancer-promoter interaction specificity across large distances is governed by an interplay between the sequence of the enhancer itself and the sequence of the genomic locus where it is inserted.

METHODS

Plasmid construction and transgenic fly generation

All plasmids were constructed using standard cloning methods with New England Biolabs restriction enzymes and T4 DNA ligase (New England Biolabs) or with the NEBuilder HiFi DNA Assembly kit (New England Biolabs). All constructs were verified by sequencing.

Unless specified otherwise, “wild-type” fly lines used in this study refer to the yw y[1] w[1118] line (BDSC_6598). All fly lines were raised on standard food at 25°C.

To create ectopic E3 insertion lines, we used two strategies: First, we took advantage of the popular MiMIC (Minos Mediated Integration Cassette) system50, which consists of a Minos transposon carrying a yellow+ dominant body-color marker and a gene-trap cassette flanked by two inverted ΦC31 integrase attP sites. This cassette can be efficiently replaced by another cassette containing the DNA sequence of interest flanked by two inverted ΦC31 integrase attB sites using RMCE. This insertion event can be conveniently identified by the loss of body pigmentation in adult flies (corresponding to the replacement of the yellow+ marker by the sequence of interest). We used this strategy to generate five different fly lines where the E3 enhancer was inserted at different locations. While such MiMIC fly lines are readily available to create insertions at thousands of sites, we had to use a second strategy to specifically insert the E3 enhancer in the same TAD as twist (line E3(+7.5kb)), a region where no MiMIC fly line is available. In this second strategy, we first used CRISPR-Cas9 mediated HDR to create a fly line where a ΦC31 integrase attP site is integrated at the desired location. This site was then used to insert the E3 sequence from a donor vector containing a ΦC31 integrase attB site.

For the ectopic integration of enhancer E3 +7.5 kb away from the twist promoter (to obtain line E3(+7.5kb))

The pHD-dsRed-attP vector (Addgene #5101951) was used to introduce an attP docking site at position +7.5 kb. Homology arms (∼1 kb each) surrounding the insertion site were amplified from genomic DNA of the w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027 (BDSC_5132452) fly line. The gRNA was designed using the flyCRIPSR target finder51 (sequence of the gRNA: GTCGAATGTCGGGCATATCTT) and cloned in the pU6-BbsI-chiRNA vector (Addgene #4594653) following the flyCRISPR recommendations (https://flycrispr.org/). The vectors were co-injected in-house in embryos of the w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027 fly line.

The resulting transgenic line was first crossed to a Cre recombinase-expressing line (BDSC_766) to delete the dsRed marker cassette. The E3 sequence was then inserted at position +7.5 kb (line E3(+7.5kb)) by co-injecting the p3xP3-EGFP.vas-int.NLS vector (Addgene #6094854) and the pattB vector (DGRC #142055) containing the E3 sequence (2R:23049440-23050529) amplified from genomic DNA of the yw y[1] w[1118] fly line and cloned using the KpnI and XhoI restriction sites.

For the ectopic integration of enhancer E3 -1.6 Mb, -181 kb, +39 kb, and +51 kb away from the twist promoter and on chromosome 3L (to obtain line E3(−1.6 Mb), E3(−181kb), E3(+39kb), E3(+51kb), and E3(chr3L))

The E3 sequence (2R:23,049,440-23,050,529) was amplified from genomic DNA of the yw y[1] w[1118] fly line, except for the +51 kb line where the E3 sequence was amplified from the y[1] w[*]; Mi{y[+mDint2]=MIC}MI01218 (BDSC_5541550) fly line.

The PCR product was cloned into the pBS-KS-attB1-2-PT-SA-SD-0-2xTY1-V5 vector (Addgene #6125554) using HindIII and XbaI restriction sites. The resulting vector and p3xP3-EGFP.vas-int.NLS were injected in-house through ΦC31-mediated recombination56 in embryos of the following “MiMIC” fly lines50:

  • - y[1] w[*]; Mi{y[+mDint2]=MIC}MI04814

    (BDSC_38170) to obtain line E3(−1.6 Mb)

  • - y[1] w[*]; Mi{y[+mDint2]=MIC}MI01218

    (BDSC_55415) to obtain line E3(−181kb)

  • - y[1] w[*]; Mi{y[+mDint2]=MIC}MI11229

    (BDSC_55595) to obtain line E3(+39kb)

  • - y[1] w[*]; Mi{y[+mDint2]=MIC}MI02100

    (BDSC_32829) to obtain line E3(+51kb)

  • - y[1] w[*]; Mi{y[+mDint2]=MIC}MI10934

    (BDSC_55560) to obtain line E3(chr3L)

For the deletion of the endogenous enhancer E3 in the w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027, E3(−1.6Mb), E3(+7.5kb), E3(+39kb), and E3(+51kb) fly lines (to obtain line twiΔE3, twiΔE3, E3(−1.6Mb), twiΔE3, E3(+7.5kb), and twiΔE3, E3(+51kb))

Two ΦC31 integrase attP landing sites were inserted into the pHD-dsRed vector (DGRC #136051) using either a BsiWI restriction site or an AgeI and a SpeI restriction site. The resulting vector was used to delete the endogenous E3 sequence (2R:23,049,262-23,050,567). Homology arms (∼1 kb each) surrounding the deletion site were amplified from genomic DNA of the w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027 fly line. gRNAs were designed using the flyCRIPSR target finder51 and cloned in the pU6-BbsI-chiRNA vector (Addgene #4594653) following the flyCRISPR recommendations (https://flycrispr.org/). Sequence of the gRNAs:

  • - GAAATCAAAGACTTGTATAC and GGGGAAAAATATCTTTGCAG for line w[1118];

    PBac{y[+mDint2]=vas-Cas9}VK00027 and E3(+7.5kb)

  • - GAAATCAAAGACTTGTATGC and GGGGAAAAATATCTTTGAAG for line E3(−1.6Mb) and E3(+39kb)

  • - GAAATCAAAGACTTGTATAC and GGGGGGAAATATCTTTGAAG for line E3(+51kb)

The vectors were co-injected in-house (except for twiΔE3, E3(+7.5kb) which was generated by the FlyORF Injection Service) in embryos of the following fly lines:

  • - w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027 (to obtain line twiΔE3)

  • - E3(−1.6Mb) to obtain line twiΔE3, E3(−1.6Mb)

  • - E3(+7.5kb) to obtain line twiΔE3, E3(+7.5kb)

  • - E3(+39kb) to obtain line twiΔE3, E3(+39kb)

  • - E3(+51kb) to obtain line twiΔE3, E3(+51kb)

Note: the E3(−1.6Mb), E3(+7.5kb), E3(+39kb), and E3(+51kb) fly lines were first crossed with the w[1118]; PBac{y[+mDint2]=vas-Cas9}VK00027 line to express Cas9 in the germline.

For the deletion of the endogenous enhancer E3 in the E3(chr3L) fly line (to obtain line twiΔE3, E3(chr3L))

The deletion of the endogenous E3 sequence in the line where E3 was ectopically inserted on chromosome 3L was obtained by crossing the E3(chr3L) fly line with the twiΔE3 fly line.

The final coordinates of all insertion sites are as follows:

  • - line E3(−1.6 Mb): 2R:21,381,841

  • - line E3(−181kb): 2R:22,865,023

  • - line E3(+7.5kb): 2R:23,053,901

  • - line E3(+39kb): 2R:23,084,945

  • - line E3(+51kb): 2R:23,097,536

  • - line E3(chr3L): 3L:6,820,484

For transgenic reporter assays

To assess the enhancer activity of the E1, E2, and E3 enhancers, these enhancers were cloned upstream of the minimal twist promoter (chr2R:23,046,216-23,046,481) driving a mGFPmut2 reporter gene57 (codon-optimized for Drosophila) in the pBID vector backbone (Addgene #35190). The coordinates of the cloned regions are as follows: enhancer E1: chr2R: 23,044,478-23,045,403, enhancer E2: chr2R:23,045,827-23,046,215, enhancer E3: chr2R: 23,049,440-23,050,529. All constructs were injected in-house through ΦC31-mediated recombination56 into the nos-ϕC31\int.NLS; attP40 line58. Stably integrated transgenic lines were balanced, and homozygous lines were used for immunostaining and smiFISH to examine GFP expression.

Embryo collections

Freshly hatched adults of the appropriate genotype were placed in embryo collection vials with standard apple cap plates. Drosophila embryos were collected on apple juice agar plates at 25 °C at the appropriate time-point (after 3 pre-lays of 1 hour for stage-specific collections), dechorionated using 50% bleach, and washed alternately with water and PBS + 0.1% Triton X-100. The embryos used for 4C-Seq were covalently crosslinked in 1.8% formaldehyde for 15 min at room temperature and stored at -80°C. The embryos used for Micro-C were covalently crosslinked in 1.8% formaldehyde for 15 min, quenched for 5 min with 2M Tris-HCl pH7.5, then crosslinked again with 3 mM DSG for 45min and stored at -80°C. The embryos used for 3D DNA FISH were covalently crosslinked in 4% formaldehyde for 25 min and stored at -20°C in methanol. The embryos used for immunostaining were covalently crosslinked in 6% formaldehyde for 30 min and stored at -20°C in methanol. The embryos used for smiFISH were covalently crosslinked in 8% formaldehyde for 45 min and stored at -20°C in methanol.

4C-seq in Drosophila embryos

Experimental protocol

Nuclear extraction was carried out as described previously8. About 100 to 1000 embryos were used for each 4C template preparation using MboI and NlaIII as the first and second restriction enzymes, respectively. 4C templates were amplified from 320 ng of 4C template using the following primers:

  • - Twi1_FW: TACGTGCACCAAAAGTTTCTT Twi1_RV:

    AAAATGGTCGTCAAAGCGC, corresponding to a viewpoint located upstream for the twist promoter (chr2R:23,044,043-23,044,500; referred to as viewpoint Twi1)

  • - Twi2_FW: GGCAACAATCCGAGTGGC Twi2_RV: GTACTCCGAGGGCAGTGG corresponding to a viewpoint located within the twist gene (chr2R:23,046,575-23,046,906; referred to as viewpoint Twi2)

An additional 1 to 8 nucleotides “shift” sequence was added at the beginning of the primers, to allow optimal base-pair diversity at the beginning of the read after multiplexing.

The PCR product was purified using SPRIselect beads (Beckman Coulter) and 100 ng of each PCR product was used to generate the final libraries using the NEBNext Ultra II DNA Library Prep Kit for Illumina (New England Biolabs). The libraries were indexed for multiplexing using NEBNext multiplex oligos kit for Illumina (New England Biolabs). A total of 54 libraries were generated, with two independent biological replicates for each sample. The libraries were multiplexed and sequenced on a NextSeq500 sequencer (Illumina) using 75-bp paired-end reads (at the IGFL sequencing facility), yielding a total of at least 10 million reads per sample.

Data analysis

The quality of the 4C-seq data was confirmed using the FastQC software (http://www.bioinformatics.babraham.ac.uk/projects/fastqc). Adapter sequences were trimmed using TrimGalore (https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/), and the 5’ shift sequence and the primer sequence was trimmed up to the location of the first restriction site (the restriction enzyme cutting site was kept) using Cutadapt version 2.1059. As sequencing was performed in paired-end mode, the fastq files corresponding to each pair were merged into a single fastq file. The trimmed reads were then aligned either to the dm6 reference genome, or to a custom genome, generated using the reform Python tool (https://github.com/gencorefacility/reform). Custom genomes consist of the Drosophila melanogaster reference genome (dm6) where the endogenous E3 enhancer sequence has been deleted and re-introduced at the appropriate location, with the appropriate sequence (Extended Data Fig. 5). Six different custom genomes were thus created for each insertion site. Alignment was performed using Bowtie version 1.2.260. As the read length is relatively long, it is possible to obtain reads that result from multiple ligation events between different regions of the genomes. As such reads will not map efficiently to the genome, unmapped reads were retrieved and scanned from the 5’ side for the presence of the first, then of the second restriction site, and trimmed after this location. As a consequence, the reads typically start with the sequence of the first restriction enzyme and have either the sequence of the first or the second restriction site at their 3′ end. These trimmed reads were remapped as previously described and both alignments were merged. The libraries were then normalized by scaling using the read-per-million method and transformed into coverage bedgraph files. 4C-seq data were plotted using pyGenomeTracks version 3.661,62. Reads mapping to the ectopic version of E3 were differentiated from those mapping to the endogenous E3 using single nucleotide variants (highlighted by a red asterisk in Extended Data Fig. 5). This was used to compute the percentage of reads mapping to the ectopic version of E3, out of all reads mapping to some version of E3 (“ectopic E3”). For visualization purposes, the signal displayed over the ectopic E3 regions in 4C interaction maps corresponds to a down-sampling of the overall E3 reads to fit the percentage of ectopic reads. The “strength” of the ectopic E3 signal was estimated by calculating the ratio of reads overlapping the ∼ 2 kb ectopic E3 region over the total number of reads in a 10 kb region around the insertion site (“E3 stregth”). This ratio was compared to a control ratio calculated as the average over six similar windows located slightly upstream or downstream of the ectopic E3 insert site (“background”). Each biological replicate was analyzed independently, and the statistics where averaged across the replicates.

Micro-C in Drosophila embryos

Experimental protocol

Micro-C libraries were generated based on a previously established protocol63, with appropriate modifications for Drosophila embryos.

Nuclear extraction was carried out as described previously8 using cold MB#1 buffer (50 mM NaCl, 10 mM Tris-HCl pH 7.5, 5 mM MgCl2, 1 mM CaCl2, freshly added 0.2% NP-40 and 1x PIC) to resuspend the embryos and extract the nuclei by Dounce homogenization. Nuclei from each replicate were first used for a test Micrococcal Nuclease (MNase, Worthington Biochemical) titration: Nuclei corresponding to 600 ng of chromatin was digested with 45 U of MNase, and then checked for a yield of 300 ng of chromatin with a 90% mononucleosome / 10% dinucleosome ratio63. If required, the original 600 ng of chromatin was adjusted to obtain an appropriate yield. Following these tests, for each replicate, 7 parallel reactions of MNase were set up with the appropriate amount of chromatin and taken forward for end-chewing, end-labeling, and proximity ligation63. After reverse cross-linking, 150-200 ng of the obtained chromatin was size-selected for ligated mononucleosomes (250-400 bp) on a 3.5% NuSieve agarose gel. The size-selected chromatin was then pulled-down with 25 μl of streptavidin beads, and taken forward for library preparation using the NEBNext Ultra II DNA Library Prep Kit for Illumina (New England Biolabs). A total of 4 libraries were generated, with two independent biological replicates for each sample. The libraries were sequenced on a NovaSeq sequencer (Illumina) using 150 bp paired-end reads, yielding at least 100 million reads per sample.

Data analysis

The quality of the Micro-C data was confirmed using the FastQC software (http://www.bioinformatics.babraham.ac.uk/projects/fastqc). Adaptor sequences were trimmed using TrimGalore (https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/). The paired-end files were then aligned to the dm6 reference genome or a custom genome using the Burrows-Wheeler Alignment (BWA) – maximal exact matches (MEM) tool v7.17-464 (http://bio-bwa.sourceforge.net/bwa.shtml#12). The pairtools v0.3.0 (https://github.com/open2c/pairtools) pipeline was used to detect ligation junctions and quality control the paired sequences: pairtools parse was used to detect the ligation events, pairtools sort was used to block sort the reads, pairtools dedup was used to remove pairs that are PCR duplicates of each other. Pairtools split was then used to generate a Pairs file. Genome-wide contact matrices were generated both using pairix (https://github.com/4dn-dcic/pairix) and cooler65, and using Juicer66. HiCExplorer v2.2.1.167 was used to detect and remove genomic regions with low signal or with high noise, and to implicitly address biases in the data by normalizing the matrices using the Knight-Ruiz balancing algorithm. The resultant matrices were merged and used to detect TAD boundaries and compute the insulation score using HiCExplorer. The insulation score was and the directionality index were also calculated using FAN-C 0.9.2368. A/B compartments were detected using the eigenvector command in Juicer66.

Two-colour 3D DNA FISH (fluorescent in situ hybridization)

3D DNA FISH was performed as previously described69. Five probe sets were designed, mapping to regions of genomic DNA directly adjacent to the twist promoter and the different insertion sites:

  • - chr2R: 23,040,112-23,051,659 for the twist promoter

  • - chr2R: 21,376,545-21,386,746 for the -1.6Mb insertion site

  • - chr2R: 22,860,007-22,870,484 for the -181 insertion site

  • - chr2R: 23,093,753-23,101,622 for the +51kb insertion site

  • - chr3L: 6,816,164-6,824,775 for the chr3L insertion site

Each probe set was composed of six 1,2 to 1,5 kb-long PCR products, which were labeled using the FISH Tag DNA Multicolor kit (Alexa Fluor 488 dye for the twist promoter and Alexa Fluor 555 dye for the ectopic insertion sites) (Life Technologies). Mesodermal cells were stained using an anti-Twist antibody (anti-Rabbit polyclonal antibody generated by the Ghavi-Helm lab with assistance from the Protein Sciences Facility of the Lyon SFR Biosciences). Embryos were mounted in ProLong Gold antifade reagent with DAPI (Life Technologies) and imaged on a Leica SP8 confocal microscope using a 40x glycerol objective. For each embryo, several Z-stacks were acquired (section thickness of 0.361 μm) and processed using the Lightning Deconvolution software (Leica). A minimum of 500 nuclei from 3 to 4 independent embryos were analyzed and the relative distances between FISH signals measured using the Imaris software (Bitplane). A non-parametric two-sample Kolmogorov–Smirnov test was used to verify if the distance distributions were significantly different between samples. Two probes were considered co-localized when the distance between the centers of FISH signal was below 0.25 μm.

Immunostaining

Immunostaining was performed as previously described70. The following primary antibodies were used: rabbit anti-Twist (1:200, generated by the Ghavi-Helm lab with assistance from the Protein Sciences Facility of the Lyon SFR Biosciences) and rat anti-TM1 (1:200, Developmental Studies Hybridoma Bank). Secondary antibodies were conjugated with Alexa 488 and Alexa 555 (Invitrogen). Confocal images were acquired using a Leica SP8 confocal microscope and processed using the Leica Application Suite X (LAS X) 3D Visualization and Adobe Photoshop CS6 software.

smiFISH

smiFISH was performed as previously described71. Briefly, fixed embryos were incubated overnight at 37°C in hybridization buffer containing 320 nM of smiFISH probes. Embryos were washed and to immunostained with the appropriate antibody. Probes against GFP and twist were designed as previously described71. The X FLAP sequence was 5′ and 3′ end-labeled with Quasar 570. The embryos were mounted in ProLong Diamond antifade reagent with DAPI (Life Technologies) and imaged on a Leica SP8 confocal microscope using a 20x objective. The images were processed using the Adobe Photoshop CS6 software.

Viability tests

Freshly hatched adult flies of the appropriate genotype were placed in embryo collection vials with standard apple cap plates and acclimatized at 25°C for 2 days prior to the experiments. After 3 pre-lays of 1 hour, eggs were collected for 2 hours at 25°C. Two hundred embryos were transferred on two new plates. Larvae and embryos were counted 24 hours later. Two independent experiments were performed for each genotype.

DATA AVAILABILITY

All raw data were submitted to ArrayExpress (https://www.ebi.ac.uk/arrayexpress/browse.html) under accession numbers: E-MTAB-12153 (4C-seq), and E-MTAB-12146 (Micro-C).

AUTHOR INFORMATION

Contributions

Y.G-H. conceived and supervised the study. A.G., P.B.P., S.V., and Y.G-H. designed experiments. A.G. and S.V. generated all the transgenic lines with help from D.L. and H.T to perform microinjections. A.G., S.V., and Y.G-H. performed 4C-seq experiments. Y.G-H analyzed 4C-seq experiments. D.B performed and analyzed Micro-C experiments. P.B.P. performed and analyzed all imaging experiments. P.B.P. and S.V. performed viability tests. All of the authors discussed the results and implications and commented on the manuscript at all stages. Y.G-H. and A.G. acquired funding.

ETHICS INTERESTS

Competing interests

The authors declare no competing financial interests.

Extended Data Figure 1:
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Extended Data Figure 1: Characterization of the twist E3 enhancer.

a. Top to bottom: ChIP-seq signal for histone modifications H3K4me3 and H3K27ac in sorted mesodermal cells at 6 to 8 hours after egg-lay72. DNase-seq signal in wild-type embryos at stage 1142. 4C-seq interaction maps at the twist locus in wild-type embryos at 5 to 8 hours after egg-lay. The observed interaction between the twist promoter and the E3 enhancer is highlighted by an arc. Two biological replicates are shown. b. Immunostaining with the α-Twist antibody (red) and expression (smiFISH) driven by its E3 enhancer (GFP, green) at stage 5, 6, 8, 10 (two different focal planes), and 11. The yellow arrows point to regions where E3 does not fully recapitulate the expression of twist (pole of the embryo during early stages and head region at later stages). Scale bars 50 μm. c. Immunostaining with the α-TM1 antibody at stage 16 (red, middle) in six different embryos of the twiΔE3 line. Scale bars 50 μm. d. Immunostaining with the α-TM1 antibody at stage 16 (red, middle) in wild-type, twiΔE3, twiΔE3, E3(+51kb), and E3(+51kb) embryos. The location of specific embryonic body muscles is highlighted in white and the location of missing muscles in the mutants in yellow (yellow asterisk: muscles absent in the whole segment, yellow arrows: absence of specific muscles).

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Extended Data Figure 2: Chromatin organization surrounding the +7.5kb, +39kb, +51kb (a), and -181kb (b) insertion sites.

a. b. Top to bottom: Normalized Micro-C contact map at 1000 bp resolution in wild-type embryos at 5 to 8 hours after egg-lay (two biological replicates merged). A/B compartments in wild-type embryos at stage 5-843. ChIP-seq signal for histone modifications H3K4me1, H3K4me3, H3K27ac, H3K36me3, and H3K27me3 in sorted mesodermal cells at 6 to 8 hours after egg-lay72. DNase-seq signal in wild-type embryos at stage 1142. The TAD containing twist and the E3 enhancer is highlighted in light blue.

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Extended Data Figure 3: Chromatin organization surrounding the -1.6Mb (a), and chr3L (b) insertion sites.

a. b. Top to bottom: Normalized Micro-C contact map at 1000 bp resolution in wild-type embryos at 5 to 8 hours after egg-lay (two biological replicates merged). A/B compartments in wild-type embryos at stage 5-843. ChIP-seq signal for histone modifications H3K4me1, H3K4me3, H3K27ac, H3K36me3, and H3K27me3 in sorted mesodermal cells at 6 to 8 hours after egg-lay72. DNase-seq signal in wild-type embryos at stage 1142.

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Extended Data Figure 4: The selected insert sites do not interact with the twist locus in wild-type embryos.

a. b. c. 4C-seq interaction maps around the +7.5kb, +39kb, +51kb (a), -181kb, -1.6MB (b), and chr3L (c) insert sites in wild-type embryos at 5 to 8 hours after egg-lay. Two biological replicates are shown.

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Extended Data Figure 5: Alignment of the wild-type E3 enhancer sequence with the ectopic E3 enhancers from the different transgenic lines.

Sequence alignment of the E3 enhancer inserted at the ectopic sites (wild-type), and of the endogenous E3 sequence present in the different transgenic lines. Note that in the case of line E3(+51kb), the endogenous sequence is that of the wild-type sequence, while the ectopic sequence is that of the E3(−1.6Mb) sequence. Mismatches are highlighted in red. A red asterisk indicated the location of the two variants used to calculate the percentage of ectopic E3 reads (Methods).

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Extended Data Figure 6: Analysis of the long-range interactions between the twist promoter and E3(+7.5kb) and E3(+39kb) ectopic enhancers.

a. b. 4C-seq interaction maps around the +7.5kb, +39kb, and +51kb insert sites in E3(+7.5kb) (a.) and E3(+39kb) (b.) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay (AEL). Two biological replicates and two different viewpoints are shown. c. Percentage of ectopic E3 reads in 4C-seq datasets from E3(+7.5kb), E3(+39kb), E3(+51kb), E3(−181kb), E3(−1.6Mb), and E3(chr3L) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay for each viewpoint. d. Percentage of reads mapping on the 2-kb ectopic E3 over a 10-kb window (E3 strength), percentage of reads mapping on an adjacent control region (background), and the ratio between there percentages in 4C-seq datasets from E3(+39kb), E3(+51kb), and twiΔE3, E3(+51kb) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay for each viewpoint.

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Extended Data Figure 7: Analysis of the long-range interactions between the twist promoter and E3(+51kb) and E3(−181kb) and E3(−1.6Mb) ectopic enhancers.

a. 4C-seq interaction maps around the +7.5kb, +39kb, and +51kb insert sites in E3(+51kb) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay (AEL). Two biological replicates and two different viewpoints are shown. b. 4C-seq interaction maps around in E3(−181kb) (top, yellow) E3(−1.6Mb) (bottom, orange) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay. Two biological replicates are shown.

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Extended Data Figure 8: 3D DNA FISH a stage 5.

a. Violin plots representing 3D DNA FISH distances measured in mesodermal nuclei between a probe located next to the twist promoter and a probe located next to the +51kb insert site in wild-type (grey), E3(+51kb) (dark blue), and twiΔE3, E3(+51kb) (light blue) embryos at stage 5 and 11. A non-parametric two-sample Kolmogorov–Smirnov test was used to assess the significant difference between DNA FISH distance distributions (wild-type stage 5 versus wild-type stage 11: p = 0.045, E3(+51kb) stage 5 versus E3(+51kb) stage 11: p = 0.011, twiΔE3, E3(+51kb) stage 5 versus twiΔE3, E3(+51kb) stage 11: p = 4.61e-7, wild-type stage 5 versus E3(+51kb) stage 5: p = 2.2e-16, wild-type stage 5 versus twiΔE3, E3(+51kb) stage 5: p = 4.62e-10, E3(+51kb) stage 5 versus twiΔE3, E3(+51kb) stage 5: p = 4.06e-14). The percentage of colocalization (defined as the percentage of probe pairs with a distance < 0.25 μm; Methods) is indicated for each condition. b. Representative pictures of DNA FISH nuclei from a. Scale bars 1 μm.

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Extended Data Figure 9: Characterization of transgenic lines.

a. Bar plot representing the percentage of viable embryos in the different fly lines under study. For each condition, at least two independent experiments were performed, with at least 50 embryos each. ND: Not Determined. b. Immunostaining with the α-Twist antibody at stage 11 in wild-type, twiΔE3, E3(+7.5kb), and twiΔE3, E3(+51kb) embryos. Scale bars 50 μm.

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Extended Data Figure 10: Analysis of the long-range interactions in twiΔE3, E3(+7.5kb) and twiΔE3, E3(+51kb) embryos.

a. b. 4C-seq interaction maps around the +7.5kb, +39kb, and +51kb insert sites in twiΔE3, E3(+7.5kb) (a.) and twiΔE3, E3(+51kb) (b.) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay (AEL). Two biological replicates and two different viewpoints are shown.

Extended Data Figure 11:
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Extended Data Figure 11: Chromatin organization surrounding the +51kb insertion site in wild type and twiΔE3, E3(+51kb) embryos.

Top to bottom: Normalized Micro-C contact map at 1000 bp resolution in wild-type embryos at 5 to 8 hours after egg-lay (two biological replicates merged). A (red) / B (grey) compartments in wild-type embryos at 5 to 8 hours after egg-lay. Normalized Micro-C contact map at 1000 bp resolution in twiΔE3, E3(+51kb) embryos at 5 to 8 hours after egg-lay (two biological replicates merged). A (red) / B (grey) compartments in twiΔE3, E3(+51kb) embryos at 5 to 8 hours after egg-lay. The interaction between the twist locus and the +51kb insertion site is indicated by a black arrow. The location of TAD boundaries is indicated by vertical dotted lines. The shift in compartment in twiΔE3, E3(+51kb) embryos is indicated by a red arrow. Insulation score computed using HiCexplorer in wild-type (black) and twiΔE3, E3(+51kb) (light blue) embryos. Insulation score computed using FAN-C in wild-type (black) and twiΔE3, E3(+51kb) (light blue) embryos. Note the overall similar insulation landscape, specifically the maintenance of the TAD boundary between the twist locus and the +51 insertion site, and the appearance of a new boundary around the +51 insertion site in twiΔE3, E3(+51kb) embryos (light blue asterisk). Directionality index computed using FAN-C in wild-type (black) and twiΔE3, E3(+51kb) (light blue) embryos. Note the appearance of a strong negative shift in the directionality index around the +51 insertion site in twiΔE3, E3(+51kb) embryos (light blue arrow), indicative of biased interaction towards the left.

Extended Data Figure 12:
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Extended Data Figure 12: Analysis of the long-range interactions between the twist promoter and E3(chr3L) ectopic enhancer.

a. 4C-seq interaction maps around the twist locus in E3(chr3L) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay (AEL). Two biological replicates are shown. b. 4C-seq interaction maps around chr3L insert site in E3(chr3L) embryos at 2 to 5 hours and 5 to 8 hours after egg-lay. Two biological replicates are shown.

ACKNOWLEDGMENTS

We are very grateful to Mounia Lagha, Samir Merabet, Julie Soutourina, Michalis Averof, and François Leulier for critically reading the manuscript and to Frank Schnorrer for valuable input during the course of the study. We thank all members of the Ghavi-Helm lab for discussions and comments on the manuscript. This work was technically supported by the IGFL sequencing facility (PSI), the IGFL microscopy facility, the PLATIM imaging facility and Protein Sciences Facility of the Lyon SFR Biosciences (UAR3444/US8). This work was financially supported by an FRM starting grant (AJE20161236686) and ERC starting grant Enhancer3D (759708) to Y.G-H., an FRM doctoral fellowship (FDT202012010607) to A.G, and an internship fellowship from the UFR Biosciences Université Claude Bernard Lyon 1 to D.B.

REFERENCES

  1. 1.↵
    Nora, E. P. et al. Spatial partitioning of the regulatory landscape of the X-inactivation centre. Nature 485, 381– 385 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  2. 2.
    Dixon, J. R. et al. Topological domains in mammalian genomes identified by analysis of chromatin interactions. Nature 485, 376–380 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  3. 3.↵
    Sexton, T. et al. Three-dimensional folding and functional organization principles of the Drosophila genome. Cell 148, 458–472 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  4. 4.↵
    Furlong, E. E. M. & Levine, M. Developmental enhancers and chromosome topology. Science 361, 1341–1345 (2018).
    OpenUrlAbstract/FREE Full Text
  5. 5.↵
    van Arensbergen, J., van Steensel, B. & Bussemaker, H. J. In search of the determinants of enhancer–promoter interaction specificity. Trends in Cell Biology 24, 695–702 (2014).
    OpenUrlCrossRefPubMed
  6. 6.↵
    Sanyal, A., Lajoie, B. R., Jain, G. & Dekker, J. The long-range interaction landscape of gene promoters. Nature 489, 109–113 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  7. 7.↵
    Schoenfelder, S. & Fraser, P. Long-range enhancer– promoter contacts in gene expression control. Nature Reviews Genetics 1 (2019) doi:10.1038/s41576-019-0128-0.
    OpenUrlCrossRef
  8. 8.↵
    Ghavi-Helm, Y. et al. Enhancer loops appear stable during development and are associated with paused polymerase. Nature 512, 96–100 (2014).
    OpenUrlCrossRefPubMed
  9. 9.↵
    Le Dily, F. et al. Distinct structural transitions of chromatin topological domains correlate with coordinated hormone-induced gene regulation. Genes Dev 28, 2151–2162 (2014).
    OpenUrlAbstract/FREE Full Text
  10. 10.
    Shen, Y. et al. A map of the cis-regulatory sequences in the mouse genome. Nature 488, 116–120 (2012).
    OpenUrlCrossRefPubMedWeb of Science
  11. 11.
    Symmons, O. et al. Functional and topological characteristics of mammalian regulatory domains. Genome Res. 24, 390–400 (2014).
    OpenUrlAbstract/FREE Full Text
  12. 12.
    Zhan, Y. et al. Reciprocal insulation analysis of Hi-C data shows that TADs represent a functionally but not structurally privileged scale in the hierarchical folding of chromosomes. Genome Res 27, 479–490 (2017).
    OpenUrlAbstract/FREE Full Text
  13. 13.↵
    Rao, S. S. P. et al. A 3D Map of the Human Genome at Kilobase Resolution Reveals Principles of Chromatin Looping. Cell 159, 1665–1680 (2014).
    OpenUrlCrossRefPubMedWeb of Science
  14. 14.↵
    Lupiáñez, D. G. et al. Disruptions of Topological Chromatin Domains Cause Pathogenic Rewiring of Gene-Enhancer Interactions. Cell 161, 1012–1025 (2015).
    OpenUrlCrossRefPubMed
  15. 15.
    Franke, M. et al. Formation of new chromatin domains determines pathogenicity of genomic duplications. Nature 538, 265–269 (2016).
    OpenUrlCrossRefPubMed
  16. 16.
    Tsujimura, T. et al. A Discrete Transition Zone Organizes the Topological and Regulatory Autonomy of the Adjacent Tfap2c and Bmp7 Genes. PLOS Genetics 11, e1004897 (2015).
    OpenUrl
  17. 17.
    Narendra, V. et al. CTCF establishes discrete functional chromatin domains at the Hox clusters during differentiation. Science 347, 1017–1021 (2015).
    OpenUrlAbstract/FREE Full Text
  18. 18.
    Guo, Y. et al. CRISPR Inversion of CTCF Sites Alters Genome Topology and Enhancer/Promoter Function. Cell 162, 900–910 (2015).
    OpenUrlCrossRefPubMed
  19. 19.
    Flavahan, W. A. et al. Insulator dysfunction and oncogene activation in IDH mutant gliomas. Nature 529, 110–114 (2016).
    OpenUrlCrossRefPubMed
  20. 20.
    Rodríguez-Carballo, E. et al. The HoxD cluster is a dynamic and resilient TAD boundary controlling the segregation of antagonistic regulatory landscapes. Genes Dev. 31, 2264– 2281 (2017).
    OpenUrlAbstract/FREE Full Text
  21. 21.↵
    de Wit, E. et al. CTCF Binding Polarity Determines Chromatin Looping. Molecular Cell 60, 676–684 (2015).
    OpenUrlCrossRefPubMed
  22. 22.↵
    Fudenberg, G. et al. Formation of Chromosomal Domains by Loop Extrusion. Cell Reports 15, 2038–2049 (2016).
    OpenUrl
  23. 23.↵
    Sun, F. et al. Promoter-Enhancer Communication Occurs Primarily within Insulated Neighborhoods. Molecular Cell 73, 250-263.e5 (2019).
    OpenUrl
  24. 24.↵
    Despang, A. et al. Functional dissection of the Sox9 – Kcnj2 locus identifies nonessential and instructive roles of TAD architecture. Nat Genet 51, 1263–1271 (2019).
    OpenUrlCrossRef
  25. 25.
    Dong, Z. et al. Identification of balanced chromosomal rearrangements previously unknown among participants in the 1000 Genomes Project: implications for interpretation of structural variation in genomes and the future of clinical cytogenetics. Genetics in Medicine 20, 697 (2018).
    OpenUrlCrossRef
  26. 26.
    Ghavi-Helm, Y. et al. Highly rearranged chromosomes reveal uncoupling between genome topology and gene expression. Nat Genet 51, 1272–1282 (2019).
    OpenUrl
  27. 27.↵
    Laugsch, M. et al. Modeling the Pathological Long-Range Regulatory Effects of Human Structural Variation with Patient-Specific hiPSCs. Cell Stem Cell 24, 736-752.e12 (2019).
    OpenUrlCrossRef
  28. 28.↵
    Nora, E. P. et al. Targeted Degradation of CTCF Decouples Local Insulation of Chromosome Domains from Genomic Compartmentalization. Cell 169, 930-944.e22 (2017).
    OpenUrlCrossRefPubMed
  29. 29.
    Rao, S. S. P. et al. Cohesin Loss Eliminates All Loop Domains. Cell 171, 305-320.e24 (2017).
    OpenUrlCrossRefPubMed
  30. 30.↵
    Schwarzer, W. et al. Two independent modes of chromatin organization revealed by cohesin removal. Nature 551, 51–56 (2017).
    OpenUrlCrossRefPubMed
  31. 31.↵
    Soshnikova, N., Montavon, T., Leleu, M., Galjart, N. & Duboule, D. Functional Analysis of CTCF During Mammalian Limb Development. Developmental Cell 19, 819–830 (2010).
    OpenUrlCrossRefPubMedWeb of Science
  32. 32.↵
    Ghavi-Helm, Y. Functional Consequences of Chromosomal Rearrangements on Gene Expression: Not So Deleterious After All? J Mol Biol 432, 665–675 (2020).
    OpenUrl
  33. 33.↵
    Yang, J. et al. Twist, a Master Regulator of Morphogenesis, Plays an Essential Role in Tumor Metastasis. Cell 117, 927– 939 (2004).
    OpenUrlCrossRefPubMedWeb of Science
  34. 34.↵
    Thisse, B., Stoetzel, C., Gorostiza-Thisse, C. & Perrin-Schmitt, F. Sequence of the twist gene and nuclear localization of its protein in endomesodermal cells of early Drosophila embryos. EMBO J 7, 2175–2183 (1988).
    OpenUrlPubMedWeb of Science
  35. 35.↵
    Simpson, P. MATERNAL-ZYGOTIC GENE INTERACTIONS DURING FORMATION OF THE DORSOVENTRAL PATTERN IN DROSOPHILA EMBRYOS. Genetics 105, 615–632 (1983).
    OpenUrlAbstract/FREE Full Text
  36. 36.↵
    Jiang, J., Kosman, D., Ip, Y. T. & Levine, M. The dorsal morphogen gradient regulates the mesoderm determinant twist in early Drosophila embryos. Genes Dev. 5, 1881–1891 (1991).
    OpenUrlAbstract/FREE Full Text
  37. 37.↵
    Zinzen, R. P., Girardot, C., Gagneur, J., Braun, M. & Furlong, E. E. M. Combinatorial binding predicts spatiotemporal cis -regulatory activity. Nature 462, 65–70 (2009).
    OpenUrlCrossRefPubMedWeb of Science
  38. 38.↵
    Kvon, E. Z. et al. Genome-scale functional characterization of Drosophila developmental enhancers in vivo. Nature 512, 91–95 (2014).
    OpenUrlCrossRefPubMedWeb of Science
  39. 39.
    Pan, D. J., Huang, J. D. & Courey, A. J. Functional analysis of the Drosophila twist promoter reveals a dorsal-binding ventral activator region. Genes Dev. 5, 1892–1901 (1991).
    OpenUrlAbstract/FREE Full Text
  40. 40.↵
    Thisse, C., Perrin-Schmitt, F., Stoetzel, C. & Thisse, B. Sequence-specific transactivation of the Drosophila twist gene by the dorsal gene product. Cell 65, 1191–1201 (1991).
    OpenUrlCrossRefPubMedWeb of Science
  41. 41.↵
    Rivera, J., Keränen, S. V. E., Gallo, S. M. & Halfon, M. S. REDfly: the transcriptional regulatory element database for Drosophila. Nucleic Acids Research 47, D828–D834 (2019).
    OpenUrlCrossRef
  42. 42.↵
    Thomas, S. et al. Dynamic reprogramming of chromatin accessibility during Drosophila embryo development. Genome Biology 12, R43 (2011).
    OpenUrlCrossRefPubMed
  43. 43.↵
    Ogiyama, Y., Schuettengruber, B., Papadopoulos, G. L., Chang, J.-M. & Cavalli, G. Polycomb-Dependent Chromatin Looping Contributes to Gene Silencing during Drosophila Development. Molecular Cell 71, 73-88.e5 (2018).
    OpenUrlCrossRefPubMed
  44. 44.↵
    Galupa, R. et al. A Conserved Noncoding Locus Regulates Random Monoallelic Xist Expression across a Topological Boundary. Molecular Cell 77, 352-367.e8 (2020).
    OpenUrlCrossRef
  45. 45.↵
    Zuin, J. et al. Nonlinear control of transcription through enhancer–promoter interactions. Nature 604, 571–577 (2022).
    OpenUrlCrossRef
  46. 46.↵
    Chen, H. et al. Dynamic interplay between enhancer– promoter topology and gene activity. Nat Genet 50, 1296– 1303 (2018).
    OpenUrlCrossRefPubMed
  47. 47.↵
    Cubeñas-Potts, C. & Corces, V. G. Architectural proteins, transcription, and the three-dimensional organization of the genome. FEBS Letters 589, 2923–2930 (2015).
    OpenUrlCrossRefPubMed
  48. 48.↵
    Batut, P. J. et al. Genome organization controls transcriptional dynamics during development. Science 375, 566–570 (2022).
    OpenUrl
  49. 49.↵
    Pachano, T. et al. Orphan CpG islands amplify poised enhancer regulatory activity and determine target gene responsiveness. Nat Genet 53, 1036–1049 (2021).
    OpenUrlCrossRef

SUPPLEMENTARY REFERENCES

  1. 50.↵
    Venken, K. J. T. et al. MiMIC: a highly versatile transposon insertion resource for engineering Drosophila melanogaster genes. Nat Methods 8, 737–743 (2011).
    OpenUrlCrossRefPubMedWeb of Science
  2. 51.↵
    Gratz, S. J. et al. Highly specific and efficient CRISPR/Cas9-catalyzed homology-directed repair in Drosophila. Genetics 196, 961–971 (2014).
    OpenUrlAbstract/FREE Full Text
  3. 52.↵
    Gratz, S. J., Wildonger, J., Harrison, M. M. & O’Connor-Giles, K. M. CRISPR/Cas9-mediated genome engineering and the promise of designer flies on demand. Fly 7, 249– 255 (2013).
    OpenUrlCrossRefPubMed
  4. 53.↵
    Gratz, S. J. et al. Genome Engineering of Drosophila with the CRISPR RNA-Guided Cas9 Nuclease. Genetics 194, 1029–1035 (2013).
    OpenUrlAbstract/FREE Full Text
  5. 54.↵
    Zhang, X., Koolhaas, W. H. & Schnorrer, F. A Versatile Two-Step CRISPR- and RMCE-Based Strategy for Efficient Genome Engineering in Drosophila. G3 Genes|Genomes|Genetics 4, 2409–2418 (2014).
    OpenUrl
  6. 55.↵
    Bischof, J. et al. A versatile platform for creating a comprehensive UAS-ORFeome library in Drosophila. Development 140, 2434–2442 (2013).
    OpenUrlAbstract/FREE Full Text
  7. 56.↵
    Bischof, J., Maeda, R. K., Hediger, M., Karch, F. & Basler, K. An optimized transgenesis system for Drosophila using germ-line-specific φC31 integrases. PNAS 104, 3312–3317 (2007).
    OpenUrlAbstract/FREE Full Text
  8. 57.↵
    Balleza, E., Kim, J. M. & Cluzel, P. Systematic characterization of maturation time of fluorescent proteins in living cells. Nat Methods 15, 47–51 (2018).
    OpenUrlCrossRefPubMed
  9. 58.↵
    Markstein, M., Pitsouli, C., Villalta, C., Celniker, S. E. & Perrimon, N. Exploiting position effects and the gypsy retrovirus insulator to engineer precisely expressed transgenes. Nat Genet 40, 476–483 (2008).
    OpenUrlCrossRefPubMedWeb of Science
  10. 59.
    Martin, M. Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet.journal 17, 10–12 (2011).
    OpenUrlCrossRef
  11. 60.↵
    Langmead, B., Trapnell, C., Pop, M. & Salzberg, S. L. Ultrafast and memory-efficient alignment of short DNA sequences to the human genome. Genome Biol 10, 1–10 (2009).
    OpenUrlCrossRef
  12. 61.↵
    Ramírez, F. et al. High-resolution TADs reveal DNA sequences underlying genome organization in flies. Nat Commun 9, 189 (2018).
    OpenUrlCrossRefPubMed
  13. 62.↵
    Lopez-Delisle, L. et al. pyGenomeTracks: reproducible plots for multivariate genomic datasets. Bioinformatics 37, 422–423 (2021).
    OpenUrl
  14. 63.↵
    Hsieh, T.-H. S. et al. Resolving the 3D Landscape of Transcription-Linked Mammalian Chromatin Folding. Molecular Cell 78, 539-553.e8 (2020).
    OpenUrl
  15. 64.↵
    Li, H. & Durbin, R. Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics 25, 1754–1760 (2009).
    OpenUrlCrossRefPubMedWeb of Science
  16. 65.↵
    Abdennur, N. & Mirny, L. A. Cooler: scalable storage for Hi-C data and other genomically labeled arrays. Bioinformatics 36, 311–316 (2020).
    OpenUrl
  17. 66.↵
    Durand, N. C. et al. Juicer Provides a One-Click System for Analyzing Loop-Resolution Hi-C Experiments. cels 3, 95–98 (2016).
    OpenUrl
  18. 67.↵
    Ramírez, F. et al. High-resolution TADs reveal DNA sequences underlying genome organization in flies. Nature Communications 9, 189 (2018).
    OpenUrl
  19. 68.↵
    Kruse, K., Hug, C. B. & Vaquerizas, J. M. FAN-C: a feature-rich framework for the analysis and visualisation of chromosome conformation capture data. Genome Biol 21, 1–19 (2020).
    OpenUrlCrossRefPubMed
  20. 69.↵
    Zenk, F. et al. Germ line-inherited H3K27me3 restricts enhancer function during maternal-to-zygotic transition. Science 357, 212–216 (2017).
    OpenUrlAbstract/FREE Full Text
  21. 70.↵
    Pinto, P. B. et al. Specificity of the Hox member Deformed is determined by transcription factor levels and binding site affinities. Nat Commun 13, 5037 (2022).
    OpenUrl
  22. 71.↵
    Calvo, L., Ronshaugen, M. & Pettini, T. smiFISH and embryo segmentation for single-cell multi-gene RNA quantification in arthropods. Commun Biol 4, 1–12 (2021).
    OpenUrl
  23. 72.↵
    Bonn, S. et al. Tissue-specific analysis of chromatin state identifies temporal signatures of enhancer activity during embryonic development. Nat Genet 44, 148–156 (2012).
    OpenUrlCrossRefPubMed
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Enhancer-promoter interactions form independently of genomic distance and are functional across TAD boundaries
Pedro Borges Pinto, Alexia Grasso, Deevitha Balasubramanian, Séverine Vincent, Hélène Tarayre, Damien Lajoignie, Yad Ghavi-Helm
bioRxiv 2022.08.29.505755; doi: https://doi.org/10.1101/2022.08.29.505755
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Enhancer-promoter interactions form independently of genomic distance and are functional across TAD boundaries
Pedro Borges Pinto, Alexia Grasso, Deevitha Balasubramanian, Séverine Vincent, Hélène Tarayre, Damien Lajoignie, Yad Ghavi-Helm
bioRxiv 2022.08.29.505755; doi: https://doi.org/10.1101/2022.08.29.505755

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