Functional characterization of the ZEB2 regulatory landscape.
Journal: 2018/December - Human Molecular Genetics
ISSN: 1460-2083
Abstract:
Zinc finger E-box-binding homeobox 2 (ZEB2) is a key developmental regulator of the central nervous system (CNS). Although the transcriptional regulation of ZEB2 is essential for CNS development, the elements that regulate ZEB2 expression have yet to be identified. Here, we identified a proximal regulatory region of ZEB2 and characterized transcriptional enhancers during neuronal development. Using chromatin immunoprecipitation sequencing for active (H3K27ac) and repressed (H3K27me3) chromatin regions in human neuronal progenitors, combined with an in vivo zebrafish enhancer assay, we functionally characterized 18 candidate enhancers in the ZEB2 locus. Eight enhancers drove expression patterns that were specific to distinct mid/hindbrain regions (ZEB2#e3 and 5), trigeminal-like ganglia (ZEB2#e6 and 7), notochord (ZEB2#e2, 4 and 12) and whole brain (ZEB2#e14). We further dissected the minimal sequences that drive enhancer-specific activity in the mid/hindbrain and notochord. Using a reporter assay in human cells, we showed an increased activity of the minimal notochord enhancer ZEB2#e2 in response to AP-1 and DLX1/2 expressions, while repressed activity of this enhancer was seen in response to ZEB2 and TFAP2 expressions. We showed that Dlx1 but not Zeb2 and Tfap2 occupies Zeb2#e2 enhancer sequence in the mouse notochord at embryonic day 11.5. Using CRISPR/Cas9 genome editing, we deleted the ZEB2#e2 region, leading to reduction of ZEB2 expression in human cells. We thus characterized distal transcriptional enhancers and trans-acting elements that govern regulation of ZEB2 expression during neuronal development. These findings pave the path toward future analysis of the role of ZEB2 regulatory elements in neurodevelopmental disorders, such as Mowat-Wilson syndrome.
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Human Molecular Genetics. Apr/30/2019; 28(9): 1487-1497
Published online Dec/25/2018

Functional characterization of the ZEB2 regulatory landscape

Abstract

Zinc finger E-box–binding homeobox 2 (ZEB2) is a key developmental regulator of the central nervous system (CNS). Although the transcriptional regulation of ZEB2 is essential for CNS development, the elements that regulate ZEB2 expression have yet to be identified. Here, we identified a proximal regulatory region of ZEB2 and characterized transcriptional enhancers during neuronal development. Using chromatin immunoprecipitation sequencing for active (H3K27ac) and repressed (H3K27me3) chromatin regions in human neuronal progenitors, combined with an in vivo zebrafish enhancer assay, we functionally characterized 18 candidate enhancers in the ZEB2 locus. Eight enhancers drove expression patterns that were specific to distinct mid/hindbrain regions (ZEB2#e3 and 5), trigeminal-like ganglia (ZEB2#e6 and 7), notochord (ZEB2#e2, 4 and 12) and whole brain (ZEB2#e14). We further dissected the minimal sequences that drive enhancer-specific activity in the mid/hindbrain and notochord. Using a reporter assay in human cells, we showed an increased activity of the minimal notochord enhancer ZEB2#e2 in response to AP-1 and DLX1/2 expressions, while repressed activity of this enhancer was seen in response to ZEB2 and TFAP2 expressions. We showed that Dlx1 but not Zeb2 and Tfap2 occupies Zeb2#e2 enhancer sequence in the mouse notochord at embryonic day 11.5. Using CRISPR/Cas9 genome editing, we deleted the ZEB2#e2 region, leading to reduction of ZEB2 expression in human cells. We thus characterized distal transcriptional enhancers and trans-acting elements that govern regulation of ZEB2 expression during neuronal development. These findings pave the path toward future analysis of the role of ZEB2 regulatory elements in neurodevelopmental disorders, such as Mowat–Wilson syndrome.

Introduction

Zinc finger E-box–binding homeobox (ZEB2) is a key transcription factor that acts as a multifunctional regulator during nervous system development. ZEB2 contains two zinc finger domains and a homeodomain-like sequence (1) and interacts with the TGF-ß superfamily signaling regulators, Smads, to regulate the expression of their downstream genes (1,2). ZEB2 is expressed in the developing neural tube, as well as in neural crest cells, the hippocampus and the cerebral cortex (3,4). Zeb2 knockout mice die around embryonic day (E) 9.5 and exhibit severe neural plate and neural crest defects from E8.5 (4,5). Conditional Zeb2 knockout mice show open neural tube defects, delamination arrest of neural crest cells (4) and hypo-cellularity of enteric neurons, all of which are characteristic of Mowat–Wilson syndrome (MWS) (6). MWS is a neurodevelopmental syndrome characterized by a combination of defects with variable penetrance, including seizures, that can be caused by de novo mutations in ZEB2 (7). While more than 100 heterozygous ZEB2 haploinsufficiency mutations have been demonstrated in MWS, some phenotypic cases do not present ZEB2-coding region mutations, suggesting other genomic variants—perhaps in ZEB2 regulatory elements—might underlie the molecular basis of this syndrome (8).

The presence of Zeb2 throughout the nervous system development highlights its vital regulatory role in this process (9). For instance, Zeb2 regulates the development of neural progenitors in the subpallium, which gives rise to both cortical and striatal interneurons. Conditional knockout of Zeb2 predominantly in the mouse medial ganglionic eminence (MGE) results in a decrease in the number of cortical GABAergic interneurons and a concomitant increase in the number of striatal GABAergic interneurons (10), indicating that Zeb2 constitutes a switch of inhibitory interneurons that are essential for brain development. The expression of Zeb2 is directly regulated by homeobox transcription factors Dlx1 and Dlx2, which are essential for subpallial development (10–12). Moreover, Zeb2 represses the expression of Nkx2.1, a transcription factor in the MGE that induces the production of cortical GABAergic interneurons and represses the production of striatal GABAergic interneurons, indicating that Zeb2 promotes specification of cortical GABAergic interneurons via Nkx2.1 regulation (10,13). Thus, the spatiotemporal expression of Zeb2 is essential for interneuron production, migration and differentiation during brain development.

The spatiotemporal regulation of ZEB2 is complex and involves various regulatory elements, including alternative promoters and specific enhancers that contribute to the multifactorial function of this transcription factor (10,14,15,16). In humans, ZEB2 has two known promoters, 1a and 1b, that are followed by distinct non-coding first exons located 2.2 kb apart that are spliced to a common exon 2 containing the translation initiation site (16). The transcription factor AP-1, when activated by TNFα in cancer cells, binds to a specific site in promoter 1b that activates ZEB2 transcription (16). In addition, hypermethylation of the Zeb2 promoter was found to repress its expression (17). Recently, it was suggested that Zeb2 expression is regulated not only by the promoter but also by a number of enhancers located distally from the Zeb2 promoters (10,15). A kidney-specific enhancer located 1.2 Mb from the Zeb2 promoter is active in neonatal rats and contributes to Zeb2 expression in renal tissue (15). Furthermore, two distal enhancers activated by Dlx2 in the developing subpallium were suggested to control Zeb2 expression in mouse E11.5 and E13.5 embryos (10).

At the same time, transcriptional enhancers that require physical interactions with the targeted promoters are also dependent on the 3D structure of the genome and the topologically associating domains (TADs) (18). TADs consist of continuous genomic regions that preferentially form contacts within themselves to a higher degree than with neighboring regions in the context of compacted chromatin in the nucleus (19–21). During neuronal differentiation, novel TAD boundaries appear in close proximity to the promoters of developmentally regulated genes through the involvement of enhancer–promoter interactions and specific transcription factors (TFs) that contribute to creating sub-TADs that are required for transcriptional regulation, as recently reported (22). However, it remains unclear how neuronal enhancers regulate the expression of ZEB2 during development of the nervous system.

In this study, we determined chromatin organization at the ZEB2 locus and assessed the generation of sub-TADs in differentiated neurons, defining the ZEB2 regulatory region. We further identified and characterized neuronal enhancers in the ZEB2 locus that regulate its tissue-specific expression during nervous system development. The temporal and spatial regulations of these enhancers likely contribute to the multiple roles of ZEB2, with their deregulation possibly leading to pathogenic processes.

Results

Chromatin interactions are enriched at the ZEB2 locus in neuronal tissues

To determine the regulatory region that modulates ZEB2 neuronal expression, we initially examined the organization of the genome into TADs in the ZEB2 locus. Since TAD boundaries are typically conserved across different cell types (19), we reasoned that no changes in TAD boundaries likely occur in the ZEB2 locus during neuronal differentiation. Using PSYCHIC (23), a computational approach for analyzing Hi-C data and identifying promoter–enhancer interactions, we analyzed chromatin interactions from Hi-C data collected from various cell/tissue types (19,20,24,25). We found that in the H1 human embryonic stem cell line (H1-ESC), where ZEB2 is not expressed, the TAD boundaries are located far from the gene (>1.5 Mb). In contrast, in the germinal zone and cortical plate of human fetal brain, a sub-TAD boundary (chr2: 145,280,000-145,300,000; hg19) is located in close proximity to ZEB2 transcription start site (chr2: 145,277,958) and promoter region, indicating that the ZEB2 regulatory elements are located in the same sub-TAD (Fig. 1; Supplementary Material, Fig. S1) (25). In human fetal brain, the proximal region of the ZEB2 TAD boundary that spans ~80 Kb displays a significantly high chromatin interaction frequency with the ZEB2 promoter region both in the germinal zone and in the cortical plate but not in H1-ESC, suggesting that the regulatory elements of ZEB2 are located in the proximal region of this sub-TAD boundary. Indeed, the proximal region of this sub-TAD boundary is enriched in epigenetic marks of active enhancers (H3K4me1 and H3K27ac) in human brain tissues but not in H1-ESC, suggesting that this ZEB2 TAD contains clusters of regulatory elements that are required for neuronal activity. Thus, we used the ZEB2 TAD and the extensive neuronal enhancer marks detected to define the potential ZEB2 regulatory region involved in human brain development.

Figure 1

Analysis of TAD boundaries in the ZEB2 locus. Hi-C data analysis of the ZEB2 locus by PSYCHIC in (A) H1-ESC, (B) the germinal zone of human fetal brain and (C) the cortical plate of human fetal brain. Each column represents interaction intensity in a 50 kb window. Orange columns represent a region of significant interaction with the TAD boundary (False positive rate (FDR) <0.01).

ZEB2 enhancer candidates in the developing central nervous system

To identify neuronal ZEB2 enhancers that are active during development, we analyzed enhancer-associated chromatin immunoprecipitation sequencing (ChIP-seq) data sets in different human neuronal cells, focusing on the ZEB2 locus (26,27) (see Materials and Methods). As ZEB2 is expressed in MGE-like progenitors during brain development (10), we analyzed ChIP-seq data from human MGE-like progenitors differentiated from H9-ESC (Eshel et al., unpublished). The inhibitory interneuron differentiation procedure follows four major developmental stages that include the appearance of human stem cells (H9-hESCs), MGE-like progenitors (day 26), differentiated GABAergic-like interneurons (day 39) and somatostatin-enriched GABAergic interneurons (day 55). We initially tested ZEB2 expression during the four stages of interneuron differentiation and found that ZEB2 was mostly absent in H9-ESCs but was highly expressed in MGE-like progenitors, supporting the hypothesis that ZEB2 acts as a developmental switch, steering progenitor cells to become cortical or striatal interneurons (Supplementary Material, Fig. S2A). Using ChIP-seq for H3K27ac and H3K27me3 on MGE-like progenitors, we focused our analysis on the ZEB2 locus and selected candidate sequences that present an active enhancer histone mark (H3K27ac) but lack the repressive histone mark (H3K27me3). Using publicly available ChIP-seq data (27), these candidates progenitor enhancers were also analyzed for the presence of active enhancer marks (H3K27ac and H3Kme1) in neuronal progenitors and fetal brain (male and female). We thus identified 18 enhancer candidates in the ZEB2 locus, with 3 candidates being intergenic, 14 being intronic and 1 being an exonic sequence (Supplementary Material, Table S1). Together, these 18 candidates might participate in transcription regulation of ZEB2 during development of the central nervous system (CNS).

In vivo activity of neuronal enhancers at the ZEB2 locus

To determine the in vivo activity of the 18 enhancer candidates during development, we tested their activities using an enhancer assay in zebrafish. Zebrafish enhancer assays are rapid and efficient method to determine spatiotemporal enhancer activity in real time during development. Indeed, human and mouse enhancer sequences have been successfully characterized in zebrafish, regardless of the extent of their conservation in the zebrafish genome (28–30). The enhancer candidates were thus cloned into a zebrafish enhancer vector containing the E1b minimal promoter followed by the green fluorescent protein (GFP) reporter gene (31). The vectors were microinjected into one-cell-stage zebrafish embryos along with the Tol2 transposase for genomic integration (32). GFP activity was monitored 24, 48 and 72 h post-fertilization (hpf) and compared to the known ZEB2 expression pattern (33) (Supplementary Material, Fig. S2B). Nine candidates drove GFP expression in specific tissues (Supplementary Material, Table S2). ZEB2#e3 and 5 drove GFP expression in the mid/hindbrain and spinal cord; ZEB2#e14 drove GFP expression in the CNS; two enhancers ZEB2#e6 and 7 drove GFP expression in specific neurons with trigeminal ganglia-like morphology; and three enhancers ZEB2#e2, 4 and 12 drove GFP expression in the notochord (Fig. 2; Supplementary Material, Figs S3 and S4). Furthermore, ZEB2#e2 and 3 together were found to drive a reporter gene in the basal root ganglia and mid/hindbrains of embryonic day 11.5 mice (34) that resembled their activity in our zebrafish experiments. Overall, we characterized eight positive neuronal enhancers in zebrafish that could regulate ZEB2 expression during brain development. In addition, the ZEB2#e13 enhancer drove GFP expression in somitic muscles (Supplementary Material, Fig. S4).

Figure 2

In vivo functional enhancers in the ZEB2 locus. (A) UCSC Genome Browser (http://genome.ucsc.edu) tracks represent UCSC genes, H3K27ac ChIP-seq peaks of human interneuron progenitors, selected enhancer candidates and chrome ImputedHMM track from roadmap displays chromatin state segmentation for H1 and H9 ESC-derived neurons and human fetal brain (female and male). Black boxes represent enhancer candidates that were tested in zebrafish. Dashed rectangles represent positive enhancers in zebrafish. (B–J) Tissue-specific enhancers in zebrafish embryos at 24 and 48 hpf reflected by GFP expression in the (B) notochord (ZEB2#e2), (C) mid/hindbrain and spinal cord (ZEB2#e3), (D and E) notochord (ZEB2#e4 and 12), (F) mid/hindbrain and spinal cord (ZEB2#e5), (G and H) specific neurons with morphology-like trigeminal ganglia (ZEB2#e6 and 7) and (I) CNS (ZEB2#e14).

Minimal enhancer sequences that are not necessarily evolutionary conserved are sufficient to drive tissue-specific activity

To define the minimal sequence required for the tissue-specific activity of the identified enhancers, we carried out a series of segmental analyses of the enhancer sequences using a zebrafish enhancer assay. To this end, we selected the mid/hindbrain (ZEB2#e5) and notochord (ZEB2#e2, 4 and 12) enhancers (Fig. 2B and D–F). We hypothesized that although enhancer sequences that drive similar expression patterns are not identical, they should share transcription factor-binding sites (TFBS) that are required for their activity. Therefore, we dissected these sequences to characterize the minimal enhancer sequence using a zebrafish enhancer assay.

ZEB2#e5, showing hindbrain, midbrain and spinal cord expressions (Supplementary Material, Fig. S5), was divided into three segments, with segments 1 and 3 being evolutionary conserved to zebrafish (35) (Supplementary Material, Fig. S5A). Segments 1 and 2 did not drive GFP expression in either the mid/hindbrain or spinal cord (Supplementary Material, Fig. S5B and C), although segment 3 showed high and specific expression in both mid/hindbrain and spinal cord (Supplementary Material, Fig. S5B and C). We also tested for the activity driven by segments 2 and 3 joined together and identified similar expression as driven by segment 3 alone, thus recapitulating the expression pattern seen with the full-length enhancer. We further dissected the conserved segment 3 sequence and showed that the zebrafish-conserved sequence drove a similar expression pattern as did the human sequence (Supplementary Material, Fig. S5C). Thus, the evolutionarily conserved region spanning segment 3 likely serves as the minimal enhancer required for mid/hindbrain activity.

ZEB2#e2, showing high notochord and somatic muscle enhancer activity (Fig. 2B), was also divided into three segments, based on the level of evolutionary conservation (35) (Fig. 3A). Segments 1 and 3 did not drive GFP expression in either the notochord or somatic muscles (Fig. 3B andC). Segment 2 showed activity in somatic muscles but not in the notochord (Fig. 3BandC). Next, we tested segments 2 and 3 joined together and noted strong activity in both the notochord and somatic muscles, recapitulating the expression pattern seen with the full-length enhancer. Furthermore, segments 1 and 2, when together, showed strong activity in somatic muscles which correlated with segment 2 activity (Fig. 3B andC). Thus, our results demonstrated that the evolutionarily conserved region spanning segments 2 and 3 could serve as the minimal enhancer necessary for notochord and somatic muscle enhancer activity.

Figure 3

Segmental analysis of the three notochord enhancers: ZEB2#e2, 4 and 12, in zebrafish embryo at 48 hpf. (A–C) Segmental analysis of ZEB2#e2 that was divided into three overlapping segments (segments 1–3). (A) UCSC Genome Browser conservation track (http://genome.ucsc.edu). (B) A graph displaying the number of embryos showing GFP expression in the notochord out of all live embryos at 48 hpf. (C) Zebrafish enhancer assays for ZEB2#e2 segments show notochord GFP expression (and in somitic muscles) for the entire ChIP-seq peak, somitic muscle GFP expression for segment 2 and notochord and somitic muscle GFP expression for segment 2+3 (no GFP expression for segments 1, 3 or 1+2). (D–F) Segmental analysis of ZEB2#e4 that was divided into three overlapping segments (segments 1–3). (D) UCSC Genome Browser conservation track (http://genome.ucsc.edu). (E) A graph displaying the number of embryos showing GFP expression in the notochord out of live embryos at 48 hpf. (F) Zebrafish enhancer assays for ZEB2#e4 segments show notochord GFP expression for the entire ChIP-seq peak and notochord GFP expression with segment 2+3 (no GFP expression with segments 1, 2, 3 and 1+2). (G–I) Segmental analysis of ZEB2#e12 that was divided into three overlapping segments (segments 1–3), with segment 3 being further divided into additional two parts (3p1 and 3p2). (G) UCSC Genome Browser conservation track (http://genome.ucsc.edu). (H) A graph displaying the number of embryos showing GFP expression in the notochord out of all live embryos at 48 hpf. (I) Zebrafish enhancer assays for ZEB2#e12 segments show notochord GFP expression for the entire ChIP-seq peak and notochord GFP expression with segments 3 and 3p1 (no GFP expression with segments 1, 2, 3 and 3p2).

ZEB2#e4, showing strong activity in the notochord (Fig. 2D), was likewise divided into three segments based on the level of evolutionary conservation (Fig. 3D). We found that none of the three segments alone was active in the notochord (Fig. 3E andF). However, when segments 2 and 3 were tested together, strong activity in the notochord was observed, recapitulating the activity of the full-length enhancer (Fig. 3E and F). It thus seems that segments 2 and 3 together play an important role in ZEB2#e4 activation in the notochord.

Finally, ZEB2#e12, which also showed strong activity in the notochord and somatic muscles (Fig. 2E), was analyzed. After dividing this enhancer into three segments (Fig. 3G), we found that segment 1 did not drive enhancer activity. However, segment 2 was active in somitic muscles and segment 3 showed strong activity in the notochord (Fig. 3H and I). Moreover, when segments 1 and 2 were tested together, we observed GFP expression in the somatic muscles (Fig. 3H and I). When segments 2 and 3 were tested together, we observed strong activity in the notochord and somitic muscles (Fig. 3Hand I). We, therefore, tested whether segment 3 includes the minimal notochord enhancer, by dividing segment 3 into two additional parts (p1 and p2). Segment 3p1 drove strong notochord GFP expression, while segment 3p2 caused no such expression. Thus, our results demonstrated that segment 3p1, which is not evolutionarily conserved, is likely the minimal enhancer within ZEB2#e12.

In summary, these findings suggest that minimal enhancer sequences that are not necessarily evolutionarily conserved can drive tissue-specific activity.

ZEB2#e2 activity is increased by DLX1/2 and decreased by ZEB2 and TFAP2

As the three notochord enhancers are similar in terms of their function but not in sequence, we aimed to identify the distinct transcription factors that are required for notochord ZEB2 enhancer activity. Using JASPAR (36), we analyzed the sequences of the three positive notochord enhancers (ZEB2#e2, 4 and 12) for predicted TFBSs. From the multiple predicted TFBSs (Supplementary Material, Table S4), we selected six TFs (DLX1/2, AP-1, ZEB2, TFAP2, FOXG1) that preferentially expressed in neuronal tissues and shared predicted binding sites between these enhancers. Therefore, these six TFs are the top candidates for regulating ZEB2 expression in such tissues. DLX1/2 and AP-1 were previously reported as ZEB2 expression activators (10,16), while ZEB2, TFAP2 and FOXG1 were suggested to serve as both repressors and activators (9,37–40). Next, as a first step to quantifying the effect of each transcription factor on enhancer activity, we performed a dual luciferase reporter assay in human embryonic kidney cells (HEK293) to determine TF-mediated effects on enhancer activity. Notably, HEK293 cells were chosen for these experiments because of their relative ease of use, especially since the activity of the enhancers was tested while co-introducing expression of the relevant TFs, thereby avoiding the endogenic proteins expressed in these cells. Specifically, we tested the activities of the three notochord enhancers in HEK293 cells, following by co-transfection with the relevant TF. Firstly, we showed that whereas the minimal ZEB2#e4 and 12 sequences had no activity in the HEK293 cells, the minimal ZEB2#e2 sequence showed a 7-fold elevation of reporter gene expression, as compared to the control vector (empty pGL4.23 vector). Next, we found that co-transfection with FOXG1 yielded no significant enhancer activation. Secondly, co-transfection with DLX1, DLX2, ZEB2, TFAP2 and AP-1 significantly modulated the activity of the minimal ZEB2#e2 enhancer (Fig. 4; Supplementary Material, Fig. S6), while only TFAP2 modulated the activity of minimal ZEB2#e4 enhancer (Supplementary Material, Fig. S6).

Figure 4

ZEB2#e2 activity is increased by DLX1/2 and decreased by ZEB2 and TFAP2. (A) UCSC Genome Browser conservation track of the ZEB2#e2 minimal sequence. Predicted TFBS for DLX1/2 (gray rectangle), ZEB2 (blue rectangle) and TFAP2 (green rectangle) are presented, along with the deletions of the binding sites for DLXs (∆39-42, ∆53-57, ∆59-99, ∆169-171, ∆179-183, ∆419-423 and ∆452-455), ZEB2 (∆59-99) and TFAP2 (∆561-602). (B) Luciferase assay demonstrating transcriptional activation mediated by the ZEB2#e2 minimal enhancer sequence in HEK293 cells. The ZEB2#e2 minimal enhancer showed 4–6-fold increased activity, as compared to the control (plasmid pGL4.23). DLX1/2 expression plasmids increased ZEB2#e2 activity 10–15-fold, as compared to the control. ZEB2#e2_∆36-59 mutant did not drive the luciferase reporter gene, while ZEB2#e2_∆169-171 and ZEB2#e2_∆179-183 mutants decreased the luciferase activity 3–4 and 2–2.5-fold, respectively. (C) ZEB2 and TFAP2 (both TFAP2α and TFAP2γ) expression plasmids decreased ZEB2#e2 activity 1.5–2.3-fold, as compared to the enhancer itself. ZEB2 expressed from the plasmid increased luciferase activity 2-fold in the ZEB2#e2_∆59-99. TFAP2 expressed from the plasmid increased luciferase activity 2.3-fold in the ZEB2#e2_∆561-602 mutant. Relative luciferase expression results are presented after normalization to Renilla activity and represent the mean ± standard deviation of three independent experiments (P < 0.05; Student’s independent t-test). (D) Predicted cleavage sites for paired guide RNA that was used for CRISPR/Cas9-mediated deletion of 961 bp. Quantitative qPCR shows reduced ZEB2 expression upon heterozygous ZEB23e2/3 deletion in HEK293 cells. Normalized expression levels of ZEB2 relative to control (P-value; mean ± standard error; n = 4; Student’s t-test).

Co-transfection of ZEB2#e2 with ZEB2 or TFAP2 led to 30% and 50% significant reductions in enhancer activity, respectively (P < 0.05; Student’s t-test; Fig. 4B and C). In contrast, co-transfection of ZEB2#e2 with DLX1, DLX2 or AP-1 resulted in significant elevation of enhancer activity (P < 0.05, Student’s t-test; Fig. 4B; Supplementary Material, Fig. S6). Taken together, the data indicate that while ZEB2 and TFAP2 reduced ZEB2#e2 activity, DLX1 and DLX2 elevated its activity. Moreover, although ZEB2#e4 and 12 contain binding sites for these TFs, we found that only TFAP2 activated ZEB2#e4 and that none of the tested TFs modulated ZEB2#e12 in our experimental system (Supplementary Material, Fig. S6).

To validate the effect of each TF on the minimal ZEB2#e2 enhancer activity, we generated a series of deletions (mutations) in which the predicted TF-binding sites were deleted from the enhancer sequence and tested for the impacts of such deletions using a dual luciferase reporter assay (Fig. 4). In the ZEB2#e2_∆36-59 mutant, the two predicted sites of DLX1/2 binding were deleted (Fig. 4B). Co-transfection of the ZEB2#e2_∆36-59 mutant with or without DLX1/2 abolished enhancer activity. Interestingly, we tested the effects of deleting each DLX-binding site separately (∆39-42 and ∆53-57) and found that co-transfection of either ZEB2#e2_∆39-42 and ZEB2#e2_∆53-57 with the DLX variants did not disrupt enhancer activity (Supplementary Material, Fig. S6D), suggesting that these two DLX-binding sites serve redundant functions in activating ZEB2#e2.

In the ZEB2#e2_∆59-99 mutant, the binding sites for DLXs, ZEB2 and AP-1 were deleted. While co-transfection of the ∆59-99 mutant with DLX1/2 and AP-1 showed no change in enhancer activity (data not shown), co-transfection with ZEB2 resulted in a doubling of enhancer activity (Fig. 4C).

In the ZEB2#e2_∆164-181 mutant, two DLX-binding sites were deleted (169-171, 179-183). Co-transfection of the ∆164-181 mutant with DLX1/2 resulted in a 70–85% reduction in enhancer activity (Supplementary Material, Fig. S6C). We generated two additional deletions affecting each DLX-binding site (∆169-171 and ∆179-183) and found that when both mutants were co-transfected along with DLX1/2, a significant reduction (70–75%) in enhancer activity was observed (Fig. 4B). In contrast, other DLX-binding site mutants (∆419-423 and ∆452-455) had no significant impact on enhancer activity when co-transfected with any of the DLXs (data not shown). Thus, DLX-binding sites are likely required for enhancer activity, although the different sites do not have the same regulatory impact.

In ZEB2#e2_∆561-602 mutant, the binding site of TFAP2 was deleted (Fig. 4C). Co-transfection of ZEB2#e2_∆561-602 with TFAP2 showed elevation of enhancer activity, suggesting a repressor effect of TFAP2 on this enhancer (Fig. 4C). Thus, the activity of ZEB2#e2 is elevated by DLX1/2 and is reduced by ZEB2 and TFAP2 in HEK293 cells.

Finally, we tested the in vivo effect of mutated DLX1/2-binding sites (∆36-59 and ∆164-181) on ZEB2#e2 enhancer activity using a zebrafish enhancer assay. Zebrafish embryos were micro-injected with enhancer vectors containing the ZEB2#e2 sequence mutated for DLX1/2-binding sites. A significant decrease in embryos expressing GFP in the notochord was noted (14% and 19%), as compared to embryos micro-injected with a control enhancer sequence (40%; P < 0.05; chi square test). These results demonstrate the importance of DLX1/2-binding sites for the activity of this notochord enhancer (Supplementary Material, Table S2). Furthermore, zebrafish embryos that were micro-injected with enhancer vectors containing the ZEB2#e2 sequence mutated for ZEB2 or TFAP2 binding sites showed similar numbers of embryos expressing GFP in the notochord (32% and 34%, respectively), as compared to embryos micro-injected with a control enhancer sequence (Supplementary Material, Table S2).

Functional TFBS for ZEB2#e2 lacks nucleotide variation in human population

To evaluate the potential functional effect of genetic variation on the characterized enhancers, we screened our enhancer sequences for single nucleotide polymorphisms (SNPs) in the human population. This screen revealed that common SNPs (i.e. with minor allele frequency (MAF) >1%) were found within the enhancer sequences of ZEB2 locus, including ZEB2#e2. However, upon examining the TFBSs within ZEB2#e2, we found no common SNPs in DLX1/2-, ZEB2- or TFAP1-binding sites that proved to be functional in our reporter assay (Fig. 4). Furthermore, none of these TFBSs present any rare nucleotide variants, except for the first ZEB2#e2 DLX1/2-binding site (Supplementary Material, Fig. S7). Deletion of this first DLX1/2-binding site (∆39-42) did not disrupt the enhancer activity (Supplementary Material, Fig. S6D), but deletion of this binding site along with a nearby DLX1/2- binding site completely abolished the enhancer activity (∆53-57), indicating redundancy of these two DLX1/2 binding sites. These results suggest that the identified TFBS in ZEB2#e2 might be under negative selection, likely to preserve their functionality.

Figure 5

Zeb2 and Tfap2α proteins present on Zeb2#e2 in mouse E11.5 neuronal tissues. ChIP-qPCR analysis with (A) anti-Dlx1, (B) Zeb2 and (C) Tfap2α antibodies on ZEB2#e2 region in notochord, mid/hindbrain and forebrain. Fold enrichment is presented as a fraction of input. The control region represents a target sequence without potential binding sites for Dlx1, Zeb2 or Tfap2α.

Deletion of enhancer elements alters ZEB2 expression

To further examine the function of ZEB2#e2 enhancer, we performed CRISPR/Cas9 gene editing to delete the endogenous element in HEK293. We used several pairs of gRNA and have successfully generated heterozygous deletion mutant that removed 961 bp (chr2:145188149-145189110, hg19), encompassing ZEB2#e2 and 3 enhancers (Fig. 4D). As ZEB2#e2 drove reporter expression in HEK293, we preformed quantitative PCR (qPCR) to examine the effect of the deletion on ZEB2 expression levels. We found ~50% reduction of ZEB2 expression in the mutant cells compared to control cells (n = 4; Fig. 4D). As the deletion contains both ZEB2#e2 and part of ZEB2#e3, loss of DNA elements that function as enhancers reduced ZEB2 expression. Thus, our results suggest that deletion of ZEB2#e2 and 3 enhancers might lead to ZEB2 loss of function.

Dlx1, Zeb2 and Tfap2a proteins are detected on Zeb2#e2 enhancer in vivo

The effects of Dlx1, Zeb2 and Tfap2 on Zeb2#e2 enhancer activity in the reporter assay suggest in vivo roles for these TFs in terms of Zeb2 transcription regulation. Therefore, we investigated the possibility that Dlx1, Zeb2 and Tfap2 are transcriptional targets of Zeb2#e2. As Zeb2#e2 is an active enhancer in the notochord, we performed ChIP followed by qPCR (ChIP-qPCR) on mouse E11.5 notochord, mid/hindbrain and forebrain tissues using anti-Dlx1, Zeb2 and Tfap2a antibodies (see Materials and Methods). In the notochord, we detected the presence of Dlx1 protein but not Zeb2 or Tfap2a within the Zeb2#e2 region (Fig. 5). In the mid/hindbrain, these proteins were not detected, while in the forebrain, we detected the presence of all three proteins within the Zeb2#e2 region. In these experiments, we used DNA sequences that do not contain predicted binding sites for Dlx1, Zeb2 and Tfap2a, as negative controls (Supplementary Material, Table S3). Our results suggest that the Dlx1 protein, which might increase enhancer activity, is found on the ZEB2#e2 sequence in the notochord, while Zeb2 and Tfap2 proteins that might reduce enhancer activity are not found on this sequence in the notochord. Remarkably, Zeb2 and Tfap2 are present on ZEB2#e2 sequence in the mid/hindbrain and forebrain, where this ZEB2#e2 enhancer is not active. Thus, Dlx1, Zeb2 and Tfap2 might play in vivo roles in the transcriptional regulation of Zeb2 during brain development.

Discussion

In this study, we characterized transcriptional enhancers in the ZEB2 locus that regulate spatiotemporal expression during neurodevelopment. We initially defined the region that most likely contains ZEB2 regulatory elements in neuronal cells (chr2:145,132,000-145,288,000). The enriched chromatin interactions of the ZEB2 promoter region with the ZEB2 TAD region in human fetal brain clearly demonstrated that the ZEB2 TAD boundary is a central regulatory element that is highly correlated with ZEB2 expression. Furthermore, the TAD boundary near ZEB2 is absent in human stem cells and shows differential activity in the germinal zone comprising proliferating neurons, as compared to the cortical plate that is composed of differentiating and migrating neurons, indicating that this TAD boundary is a key element in the regulatory network that controls ZEB2 expression. Recently, it was shown that genes located in close proximity to the neural-specific TAD boundaries tend to be upregulated, while genes located close to ES-specific borders are less active (22).

Indeed, we identified 18 enhancer candidates from ChIP-seq data sets of human neuronal tissues and MGE progenitors and demonstrated 9 of them to be active enhancers (8 neuronal enhancers and 1 somitic muscle enhancer). Interestingly, the active enhancers were located in the proximal region of the ZEB2 TAD, suggesting that chromatin interactions, along with epigenetic marks and the TF repertoire, are required for the activity of these enhancers. Each of the eight neuronal active enhancers showed a discrete activity pattern that recapitulated aspects of ZEB2 expression and which together might play a role in the ZEB2 regulatory network. These enhancers also presented overlapping activity patterns that likely ensure robust expression of the regulated gene. For example, the enhancers ZEB2#e2, 4 and 12 share an overlapping activity pattern that might be executed via different regulatory mechanisms. In addition, not all three are evolutionarily conserved sequences. While the minimal ZEB2#e2 and 4 sequences are conserved to vertebrates, ZEB2#e12 is specific to mammals, suggesting that each enhancer has evolved to possess its own function. It also suggests that higher hierarchical organisms require sophisticated and strict regulation of ZEB2 in order to execute the multifunctionality of this TF.

As transcription factors are required for enhancer actions, we sought the transcription factors that are required for ZEB2 enhancer activity. We showed that DLX1/2 induced ZEB2#e2 activity and that deletions of DLX-binding sites reduced (∆169-171, ∆179-183) or totally eliminated (∆39-59) enhancer activity (Fig. 4A and B). As the ∆39-59 mutant lacks the two DLX-binding sites comprising residues 39-42 and 53-57, we further tested the effects of DLX1/2 on each binding site separately and found that loss of either binding site did not disrupt enhancer activity, suggesting that the two sites serve a redundant function (Supplementary Material, Fig. S6D). Dlx1 and Dlx2 are necessary for subpallial development, including interneuron migration to the cortex (11,12,41). Dlx1/2 positively regulates Zeb2 expression in the subpallium and function upstream of Zeb2 (10,13). We suggest that Dlx1 protein is presented on Zeb2#e2 and might increase its activity in the notochord. In addition, AP1, a pioneer factor that is highly expressed in various cell types and found to regulate ZEB2 expression, was also shown to activate this enhancer (Supplementary Material, Fig. S6B) (16). Furthermore, ZEB2 and TFAP2 proteins that were found to reduce ZEB2#e2 activity are present in the forebrain but not in the notochord, which suggests that these proteins might repress this enhancer activity in the forebrain but not in the notochord. It also suggests that ZEB2 might have an autoregulatory activity on this specific enhancer. Therefore, DLX1/2 and ZEB2 are thought to have antagonist effects on enhancer activity that could depend on Smad proteins that are known to act with both DLX1/2 and ZEB2 in regulating transcription (1,10). Further investigation is required to identify additional TFs that play a role in ZEB2 transcription regulation.

Using CRISPR/Cas9 gene editing, we showed that heterozygous deletion of ZEB2#e2/3 in HEK293 cells significantly reduced ZEB2 expression (Fig. 4D). Furthermore, the deleted sequence contains two enhancer elements that drove notochord, mid/hindbrain and spinal cord expression in zebrafish and mouse enhancer assays, suggesting that disruption of ZEB2 enhancers could lead to loss of function of ZEB2. Nucleotide variation could also lead to loss or gain of function of these enhancers. Indeed, we found common SNPs in these enhancers, which suggest that the enhancers are rapidly evolved. However, we found that the characterized TF-binding motifs in ZEB2#e2 do not contain common SNPs or nucleotide variants (except for a redundant DLX-binding site), suggesting that these TF motifs in ZEB2#e2 might be under negative selection. In humans, heterozygous mutations or deletions of ZEB2 have been shown to cause MWS. MWS is characterized by a distinctive facial appearance, intellectual disability and other variable features, including seizures (7). Given the critical role of ZEB2 in cortical interneuron development, it is possible that disruption of ZEB2 regulation causes a similar phenotype as does a protein-coding mutation. Indeed, duplication of the ZEB2 TAD was reported in an MWS patient (42). This duplication contains the ZEB2 regulatory region and the identified neuronal enhancers that might alter ZEB2 expression (42). This present study suggests that MWS patients with no ZEB2-coding mutations should be screened for mutations in ZEB2 enhancers to determine the molecular basis of their phenotype.

Materials and Methods

ChIP-seq and data set analysis

ChIP-seq data sets of epigenetic marks associated with active enhancers were analyzed to identify enhancer sequences in H9-ESC that were differentiated into inhibitory interneurons (Eshel et al., unpublished). At day 26 of culture, human MGE progenitors (1 − 2 × 105) were cross-linked using formaldehyde, lyzed with sodium dodecyl sulfate-based reagents, and chromatin was sonicated on a Bioruptor (Diagenode, Denville, NJ, USA) using a modified ChIP-seq protocol (43). ChIP was performed using antibodies against H3K27ac (Abcam Ab4729) and H3K27me3 (Abcam Ab4729). Prepared libraries from ChIP and input DNA were sequenced on an Illumina HiSeq instrument. For all experiments, reads were mapped to hg19 using BWA (44) and peaks were called using MACS (45). The generated ChIP-seq data will be available in a coming manuscript (Eshel et al., unpublished).

ChIP-qPCR

Mouse tissues were micro-dissected from E11.5 mice, washed twice in cold phosphate-buffered saline and cross-linked with 1% formaldehyde for 10 min. Chromatin was isolated and sheared using a Bioruptor (Diagenode), and immunoprecipitation was performed using 5 μg of anti-Dlx1 (SAB1412019, Sigma-Aldrich, anti-Tfap2α (sc-12726, Santa Cruz Biotechnology, Dallas, Texas, USA) or anti-Zeb2 antibodies (sc-271984, Santa Cruz Biotechnology, Dallas, Texas, USA). qPCR was performed on targeted sequences using Syber-fast mix (Kapa Biosystems, Roche, Basal, Switzerland) and showed specific enrichment for Zeb2 enhancers but not for random selected sequences (Supplementary Material, Table S3). Chromatin from the same sample was processed as the input control.

Transgenic enhancer assays

Primers were designed to amplify candidate enhancer sequences from human and mouse genomic DNA (Supplementary Material, Table S3). PCR products were cloned into the E1b-GFP-Tol2 enhancer assay vector containing an E1b minimal promoter followed by the GFP gene. These constructs were injected into zebrafish embryos using standard procedures. For statistical significance, at least 100 embryos were injected per construct in at least 2 different injection experiments along with Tol2 mRNA to facilitate genomic integration. GFP expression was observed and annotated at 24, 48 and 72 hpf. An enhancer was considered as positive when 30% of the live embryos showed similar and consistence GFP expression patterns. The annotation of the GFP expression driven by the tested minimal enhancer sequences was compared to the GFP-expressed pattern, but not the GFP intensity that was driven by the entire ChIP-seq sequence (the latter not being a quantitative assay). GFP expression was annotated using a SteREO Discovery.V12 fluorescence stereomicroscope (Zeiss).

Cell culture and reporter assays

A total of 1 – 2 × 104 HEK293 cells were cultured in 96-well plates using standard protocols (46). Cells were transfected with 125 ng of the pGL4.23 plasmid cloned with the enhancer candidate, along with 3 ng of Renilla, using the PolyJet transfection reagent (SignaGen). After 24 h, enhancer activity was measured by the dual luciferase reporter assay (Promega) on a SPARK microplate reader (Tecan). In HEK293 cells, enhancer vectors were co-transfected with 25 ng of the expression constructs pCAG–ZEB2–GFP (a gift from Ruth Ashery-Padan) (47), SP(RSV)-TFAP2α (a gift from Williams Trevor) (48) and CMX-TFAP2γ (a gift from Hubert Schorle) (37) or pß-act-DLX1/2 (a gift from Shigeo Okabe) (49) to measure the effect of each construct on enhancer activity. It should be noted that TFAP2α and TFAP2γ each had an effect on enhancer activity but when introduced together caused the effect to be significantly higher.

Deletion of ZEB2#e2/3 sequence in HEK293 cells using the CRISPR/Cas9 system

Heterozygous HEK293 cells deleted of the endogenous ZEB2#e2/3 allele were created using a CRISPR/Cas9 protocol (50). Briefly, two sgRNAs targeting a 961 bp sequence that encompasses ZEB2#e2 and 3 (chr2:145188149-145189110; hg19) were designed using CHOPCHOP (51). No potential off-targets were found in searching for matches in the human genome (hg19) when allowing for up to two mismatches in the 20 nt long sequence preceding the protospacer adjacent motif (PAM) sequence. This guide was cloned into pCas9 (BB)2A-GFP (Addgene PX458), as described previously (50). A total of 5 × 105 HEK293 cells were transfected with 5 μg of pX458 [pSpCas9(BB)-2A-GFPsgRNA] using a Lipofectamine 3000 kit (Invitrogen, Carlsbad, California, USA) following the manufacturer’s instructions. Single cells were plated in a 96-well dish for 2 weeks, and then DNA was extracted using Epicentre QuickExtract (QE09050; Lucigen Corporation, Middelton, Wisconsin, USA). PCR amplification and DNA sequencing were performed using the following primers located outside the deleted region: F primer, CAAGGGCTCAATGGAAAGAA; R primer, TGGACCACACAGCTAGAGCA (chr2: 145187215-145189280) to confirm the presence or absence of amplifiable DNA, as compared to wild-type control. Single clone mutant cells were verified for the deletion by Sanger sequencing.

Supplementary Material

ddy440_Supplementary
ddy440_supplementary.docxClick here for additional data file.
ddy440_S1
ddy440_s1.pngClick here for additional data file.
ddy440_S2
ddy440_s2.pngClick here for additional data file.
ddy440_S3
ddy440_s3.pngClick here for additional data file.
ddy440_S4
ddy440_s4.pngClick here for additional data file.
ddy440_S5
ddy440_s5.pngClick here for additional data file.
ddy440_S6
ddy440_s6.pngClick here for additional data file.
ddy440_S7.pdf
ddy440_s7.pdfClick here for additional data file.
ddy440_HMG_Table_S1
ddy440_hmg_table_s1.xlsxClick here for additional data file.
ddy440_HMG_Table_S2
ddy440_hmg_table_s2.xlsxClick here for additional data file.
ddy440_HMG_Table_S3
ddy440_hmg_table_s3.xlsxClick here for additional data file.
ddy440_HMG_Table_S4
ddy440_hmg_table_s4.xlsxClick here for additional data file.

Acknowledgements

We thank Professor Ruth Ashery-Padan for providing the ZEB2 plasmid, Professor Trevor Williams for the TFAP2α plasmid, Professor Hubert Schorle for the TFAP2γ plasmid and Professor Shigeo Okabe for the DLX1/2 plasmids.

Conflict of Interest statement. The authors report no conflict of interest.

Funding

Marie Curie Career Integration Grant (630849 to R.Y.B.); German–Israel Foundation (I-2360-203 to R.Y.B.); Brain & Behavior Research Foundation (22893 to R.Y.B.); Citizens United for Research in Epilepsy.

References

  • 1. VerschuerenK., RemacleJ.E., CollartC., KraftH., BakerB.S., TylzanowskiP., NellesL., WuytensG., SuM.T., BodmerR., SmithJ.C. and HuylebroeckD. (1999) SIP1, a novel zinc finger/homeodomain repressor, interacts with Smad proteins and binds to 5′-CACCT sequences in candidate target genes. J. Biol. Chem., 274, 2048920498.[PubMed][Google Scholar]
  • 2. GrunsvenL.A.van, MichielsC., Van de PutteT., NellesL., WuytensG., VerschuerenK. and HuylebroeckD. (2003) Interaction between Smad-interacting protein-1 and the corepressor C-terminal binding protein is dispensable for transcriptional repression of E-cadherin. J. Biol. Chem., 278, 2613526145.[PubMed][Google Scholar]
  • 3. MiyoshiT., MaruhashiM., Van De PutteT., KondohH., HuylebroeckD. and HigashiY. (2006) Complementary expression pattern of Zfhx1 genes Sip1 and deltaEF1 in the mouse embryo and their genetic interaction revealed by compound mutants. Dev. Dyn., 235, 19411952.[PubMed][Google Scholar]
  • 4. Van de PutteT., MaruhashiM., FrancisA., NellesL., KondohH., HuylebroeckD. and HigashiY. (2003) Mice lacking ZFHX1B, the gene that codes for Smad-interacting protein-1, reveal a role for multiple neural crest cell defects in the etiology of Hirschsprung disease-mental retardation syndrome. Am. J. Hum. Genet., 72, 465470.[PubMed][Google Scholar]
  • 5. HigashiY., MaruhashiM., NellesL., Van de PutteT., VerschuerenK., MiyoshiT., YoshimotoA., KondohH. and HuylebroeckD. (2002) Generation of the floxed allele of the SIP1 (Smad-interacting protein 1) gene for Cre-mediated conditional knockout in the mouse. Genesis, 32, 8284.[PubMed][Google Scholar]
  • 6. Van de PutteT., FrancisA., NellesL., GrunsvenL.A.van and HuylebroeckD. (2007) Neural crest-specific removal of Zfhx1b in mouse leads to a wide range of neurocristopathies reminiscent of Mowat–Wilson syndrome. Hum. Mol. Genet., 16, 14231436.[PubMed][Google Scholar]
  • 7. MowatD.R., WilsonM.J. and GoossensM. (2003) Mowat–Wilson syndrome. J. Med. Genet., 40, 305310.[PubMed][Google Scholar]
  • 8. Dastot-Le MoalF., WilsonM., MowatD., CollotN., NielF. and GoossensM. (2007) ZFHX1B mutations in patients with Mowat–Wilson syndrome. Hum. Mutat., 28, 313321.[PubMed][Google Scholar]
  • 9. HegartyS.V., SullivanA.M. and O’KeeffeG.W. (2015) Zeb2: a multifunctional regulator of nervous system development. Prog. Neurobiol., 132, 8195.[PubMed][Google Scholar]
  • 10. McKinseyG.L., LindtnerS., TrzcinskiB., ViselA., PennacchioL.A., HuylebroeckD., HigashiY. and RubensteinJ.L. (2013) Dlx1&2-dependent expression of Zfhx1b (Sip1, Zeb2) regulates the fate switch between cortical and striatal interneurons. Neuron, 77, 8398.[PubMed][Google Scholar]
  • 11. LongJ.E., SwanC., LiangW.S., CobosI., PotterG.B. and RubensteinJ.L. (2009) Dlx1&2 and Mash1 transcription factors control striatal patterning and differentiation through parallel and overlapping pathways. J. Comp. Neurol., 512, 556572.[PubMed][Google Scholar]
  • 12. LongJ.E., CobosI., PotterG.B. and RubensteinJ.L. (2009) Dlx1&2 and Mash1 transcription factors control MGE and CGE patterning and differentiation through parallel and overlapping pathways. Cereb. Cortex, 19 (Suppl. 1), i96106.[PubMed][Google Scholar]
  • 13. BergheV.van den, StappersE., VandesandeB., DimidschsteinJ., KroesR., FrancisA., ConidiA., LesageF., DriesR., CazzolaS.et al.(2013) Directed migration of cortical interneurons depends on the cell-autonomous action of Sip1. Neuron, 77, 7082.[PubMed][Google Scholar]
  • 14. BeltranM., PuigI., PeñaC., GarcíaJ.M., AlvarezA.B., PeñaR., BonillaF. and HerrerosA.G.de (2008) A natural antisense transcript regulates Zeb2/Sip1 gene expression during Snail1-induced epithelial-mesenchymal transition. Genes Dev., 22, 756769.[PubMed][Google Scholar]
  • 15. El-KastiM.M., WellsT. and CarterD.A. (2012) A novel long-range enhancer regulates postnatal expression of Zeb2: implications for Mowat–Wilson syndrome phenotypes. Hum. Mol. Genet., 21, 54295442.[PubMed][Google Scholar]
  • 16. QiaoY., ShiueC.N., ZhuJ., ZhuangT., JonssonP., WrightA.P., ZhaoC. and Dahlman-WrightK. (2015) AP-1-mediated chromatin looping regulates ZEB2 transcription: new insights into TNFα-induced epithelial-mesenchymal transition in triple-negative breast cancer. Oncotarget, 6, 78047814.[PubMed][Google Scholar]
  • 17. TamagawaS., BederL.B., HotomiM., GunduzM., YataK., GrenmanR. and YamanakaN. (2014) Role of miR-200c/miR-141 in the regulation of epithelial-mesenchymal transition and migration in head and neck squamous cell carcinoma. Int. J. Mol. Med., 33, 879886.[PubMed][Google Scholar]
  • 18. ZhangY., WongC.H., BirnbaumR.Y., LiG., FavaroR., NganC.Y., LimJ., TaiE., PohH.M., WongE.et al.(2013) Chromatin connectivity maps reveal dynamic promoter–enhancer long-range associations. Nature, 504, 306310.[PubMed][Google Scholar]
  • 19. DixonJ.R., SelvarajS., YueF., KimA., LiY., ShenY., HuM., LiuJ.S. and RenB. (2012) Topological domains in mammalian genomes identified by analysis of chromatin interactions. Nature, 485, 376380.[PubMed][Google Scholar]
  • 20. BeagrieR.A., ScialdoneA., SchuelerM., KraemerD.C., ChotaliaM., XieS.Q., BarbieriM., SantiagoI.de, LavitasL.M., BrancoM.R.et al.(2017) Complex multi-enhancer contacts captured by genome architecture mapping. Nature, 543, 519524.[PubMed][Google Scholar]
  • 21. SextonT., YaffeE., KenigsbergE., BantigniesF., LeblancB., HoichmanM., ParrinelloH., TanayA. and CavalliG. (2012) Three-dimensional folding and functional organization principles of the Drosophila genome. Cell, 148, 458472.[PubMed][Google Scholar]
  • 22. BonevB., Mendelson CohenN., SzaboQ., FritschL., PapadopoulosG.L., LublingY., XuX., LvX., HugnotJ.P., TanayA. and CavalliG. (2017) Multiscale 3D genome rewiring during mouse neural development. Cell, 171, 557572.e24.[PubMed][Google Scholar]
  • 23. RonG., GlobersonY., MoranD. and KaplanT. (2017) Promoter–enhancer interactions identified from Hi-C data using probabilistic models and hierarchical topological domains. Nat. Commun., 8, 2237.[PubMed][Google Scholar]
  • 24. WonH., Torre-UbietaL.de la, SteinJ.L., ParikshakN.N., HuangJ., OplandC.K., GandalM.J., SuttonG.J., HormozdiariF., LuD.et al.(2016) Chromosome conformation elucidates regulatory relationships in developing human brain. Nature, 538, 523527.[PubMed][Google Scholar]
  • 25. DixonJ.R., JungI., SelvarajS., ShenY., Antosiewicz-BourgetJ.E., LeeA.Y., YeZ., KimA., RajagopalN., XieW.et al.(2015) Chromatin architecture reorganization during stem cell differentiation. Nature, 518, 331336.[PubMed][Google Scholar]
  • 26. ENCODE Project Consortium (2012) An integrated encyclopedia of DNA elements in the human genome. Nature, 489, 5774.[PubMed][Google Scholar]
  • 27. Roadmap Epigenomics Consortium, KundajeA., MeulemanW., ErnstJ., BilenkyM., YenA., Heravi-MoussaviA., KheradpourP., ZhangZ., WangJ.et al.(2015) Integrative analysis of 111 reference human epigenomes. Nature, 518, 317330.[PubMed][Google Scholar]
  • 28. BirnbaumR.Y., EvermanD.B., MurphyK.K., GurrieriF., SchwartzC.E. and AhituvN. (2012) Functional characterization of tissue-specific enhancers in the DLX5/6 locus. Hum. Mol. Genet., 21, 49304938.[PubMed][Google Scholar]
  • 29. BirnbaumR.Y., ClowneyE.J., AgamyO., KimM.J., ZhaoJ., YamanakaT., PappalardoZ., ClarkeS.L., WengerA.M., NguyenL.et al.(2012) Coding exons function as tissue-specific enhancers of nearby genes. Genome Res., 22, 10591068.[PubMed][Google Scholar]
  • 30. TaminatoT., YokotaD., ArakiS., OvaraH., YamasuK. and KawamuraA. (2016) Enhancer activity-based identification of functional enhancers using zebrafish embryos. Genomics, 108, 102107.[PubMed][Google Scholar]
  • 31. LiQ., RitterD., YangN., DongZ., LiH., ChuangJ.H. and GuoS. (2009) A systematic approach to identify functional motifs within vertebrate developmental enhancers. Dev. Biol., 337, 484495.[PubMed][Google Scholar]
  • 32. FisherS., GriceE.A., VintonR.M., BesslingS.L., UrasakiA., KawakamiK. and McCallionA.S. (2006) Evaluating the biological relevance of putative enhancers using Tol2 transposon-mediated transgenesis in zebrafish. Nat. Protoc., 1, 12971305.[PubMed][Google Scholar]
  • 33. ThisseC. and ThisseB. (2008) High-resolution in situ hybridization to whole-mount zebrafish embryos. Nat. Protoc., 3, 5969.[PubMed][Google Scholar]
  • 34. ViselA., MinovitskyS., DubchakI. and PennacchioL.A. (2007) VISTA Enhancer Browser—a database of tissue-specific human enhancers. Nucleic Acids Res., 35, D88D92.[PubMed][Google Scholar]
  • 35. SiepelA., BejeranoG., PedersenJ.S., HinrichsA.S., HouM., RosenbloomK., ClawsonH., SpiethJ., HillierL.W., RichardsS.et al.(2005) Evolutionarily conserved elements in vertebrate, insect, worm, and yeast genomes. Genome Res., 15, 10341050.[PubMed][Google Scholar]
  • 36. MathelierA., FornesO., ArenillasD.J., ChenC.Y., DenayG., LeeJ., ShiW., ShyrC., TanG., Worsley-HuntR.et al.(2016) JASPAR 2016: a major expansion and update of the open-access database of transcription factor binding profiles. Nucleic Acids Res., 44, D110D115.[PubMed][Google Scholar]
  • 37. KuckenbergP., KubaczkaC. and SchorleH. (2012) The role of transcription factor Tcfap2c/TFAP2C in trophectoderm development. Reprod. Biomed. Online, 25, 1220.[PubMed][Google Scholar]
  • 38. Rada-IglesiasA., BajpaiR., SwigutT., BrugmannS.A., FlynnR.A. and WysockaJ. (2011) A unique chromatin signature uncovers early developmental enhancers in humans. Nature, 470, 279283.[PubMed][Google Scholar]
  • 39. HanashimaC., LiS.C., ShenL., LaiE. and FishellG. (2004) Foxg1 suppresses early cortical cell fate. Science, 303, 5659.[PubMed][Google Scholar]
  • 40. KumamotoT., TomaK., Gunadi, McKennaW.L., KasukawaT., KatzmanS., ChenB. and HanashimaC. (2013) Foxg1 coordinates the switch from nonradially to radially migrating glutamatergic subtypes in the neocortex through spatiotemporal repression. Cell Rep., 3, 931945.[PubMed][Google Scholar]
  • 41. YunK., FischmanS., JohnsonJ., Hrabe de AngelisM., WeinmasterG. and RubensteinJ.L. (2002) Modulation of the notch signaling by Mash1 and Dlx1/2 regulates sequential specification and differentiation of progenitor cell types in the subcortical telencephalon. Development, 129, 50295040.[PubMed][Google Scholar]
  • 42. BaxterA.L., VivianJ.L., HagelstromR.T., HossainW., GoldenW.L., WassmanE.R., VanzoR.J. and ButlerM.G. (2017) A novel partial duplication of ZEB2 and review of ZEB2 involvement in Mowat–Wilson syndrome. Molecular Syndromol., 8, 211218.[Google Scholar]
  • 43. OksenbergN., HaliburtonG.D., EckalbarW.L., OrenI., NishizakiS., MurphyK., PollardK.S., BirnbaumR.Y. and AhituvN. (2014) Genome-wide distribution of Auts2 binding localizes with active neurodevelopmental genes. Transl. Psychiatry, 4, e431.[PubMed][Google Scholar]
  • 44. LiH. and DurbinR. (2009) Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics, 25, 17541760.[PubMed][Google Scholar]
  • 45. ZhangY., LiuT., MeyerC.A., EeckhouteJ., JohnsonD.S., BernsteinB.E., NusbaumC., MyersR.M., BrownM., LiW. and LiuX.S. (2008) Model-based analysis of ChIP-Seq (MACS). Genome Biol., 9, R137.[PubMed][Google Scholar]
  • 46. PowellE., ShanleE., BrinkmanA., LiJ., KelesS., WisinskiK.B., HuangW. and XuW. (2012) Identification of estrogen receptor dimer selective ligands reveals growth-inhibitory effects on cells that co-express ERα and ERβ. PLoS One, 7, e30993.[PubMed][Google Scholar]
  • 47. Menuchin-LasowskiY., Oren-GiladiP., XieQ., Ezra-EliaR., OfriR., Peled-HajajS., FarhyC., HigashiY., Van de PutteT., KondohH.et al.(2016) Sip1 regulates the generation of the inner nuclear layer retinal cell lineages in mammals. Development, 143, 28292841.[PubMed][Google Scholar]
  • 48. LiH., SheridanR. and WilliamsT. (2013) Analysis of TFAP2A mutations in branchio-oculo-facial syndrome indicates functional complexity within the AP-2α DNA-binding domain. Hum. Mol. Genet., 22, 31953206.[PubMed][Google Scholar]
  • 49. DaiX., IwasakiH., WatanabeM.and OkabeS. (2014) Dlx1 transcription factor regulates dendritic growth and postsynaptic differentiation through inhibition of neuropilin-2 and PAK3 expression. Eur J Neurosci., 39, 531547.[PubMed][Google Scholar]
  • 50. RanF.A., HsuP.D., WrightJ., AgarwalaV., ScottD.A. and ZhangF. (2013) Genome engineering using the CRISPR-Cas9 system. Nat. Protoc., 8, 22812308.[PubMed][Google Scholar]
  • 51. MontagueT.G., CruzJ.M., GagnonJ.A., ChurchG.M. and ValenE. (2014) CHOPCHOP: a CRISPR/Cas9 and TALEN web tool for genome editing. Nucleic Acids Res., 42, W401W407.[PubMed][Google Scholar]
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