Cited by 302Genomics and Chromatin DynamicsChromatin Remodeling and CancerPluripotent Stem Cells Research

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YY1 and CTCF orchestrate a 3D chromatin looping switch during early neural lineage commitment

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Abstract

CTCF is an architectural protein with a critical role in connecting higher-order chromatin folding in pluripotent stem cells. Recent reports have suggested that CTCF binding is more dynamic during development than previously appreciated. Here, we set out to understand the extent to which shifts in genome-wide CTCF occupancy contribute to the 3D reconfiguration of fine-scale chromatin folding during early neural lineage commitment. Unexpectedly, we observe a sharp decrease in CTCF occupancy during the transition from naïve/primed pluripotency to multipotent primary neural progenitor cells (NPCs). Many pluripotency gene-enhancer interactions are anchored by CTCF, and its occupancy is lost in parallel with loop decommissioning during differentiation. Conversely, CTCF binding sites in NPCs are largely preexisting in pluripotent stem cells. Only a small number of CTCF sites arise de novo in NPCs. We identify another zinc finger protein, Yin Yang 1 (YY1), at the base of looping interactions between NPC-specific genes and enhancers. Putative NPC-specific enhancers exhibit strong YY1 signal when engaged in 3D contacts and negligible YY1 signal when not in loops. Moreover, siRNA knockdown of Yy1 specifically disrupts interactions between key NPC enhancers and their target genes. YY1-mediated interactions between NPC regulatory elements are often nested within constitutive loops anchored by CTCF. Together, our results support a model in which YY1 acts as an architectural protein to connect developmentally regulated looping interactions; the location of YY1-mediated interactions may be demarcated in development by a preexisting topological framework created by constitutive CTCF-mediated interactions.

Overview

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TL;DR

During early neural lineage commitment, CTCF occupancy is globally pruned from pluripotent stem cells to multipotent neural progenitor cells (NPCs), while NPC-specific enhancer–gene loops are instead anchored by YY1. The paper proposes that YY1-mediated NPC looping interactions arise within a preexisting constitutive CTCF-anchored topological framework.

Key findings

  • CTCF binding decreases stepwise across ES 2i, ES serum, and NPCs: 56,138, 50,185, and 28,860 sites, respectively, with 60,688 unique sites total. Of these, 26,435 were constitutive, 8,832 were “2i only,” 20,068 were “2i+Serum,” and only 1,119 were “NPC-only”; CTCF gene expression and protein levels also decreased in NPCs.
  • 5C analysis identified 141 constitutive loops, 46 “2i+Serum” loops lost in NPCs, and 75 NPC-only loops. “2i+Serum” loops were enriched for “2i+Serum” CTCF sites, and the pluripotency-specific Sox2–ES enhancer loop broke concurrently with CTCF loss.
  • NPC-only loops were not enriched for NPC-only CTCF binding: almost 40% of NPC-only interactions lacked CTCF anchoring, versus <5% of constitutive and <10% of “2i+serum” interactions. Instead, YY1 was strongly enriched at NPC-only loops and at NPC-specific enhancers engaged in 3D contacts, with negligible YY1 signal at NPC-specific enhancers not in loops.
  • YY1 sites were less constitutive than CTCF sites (36%, 39%, and 25% constitutive across ES serum, NPCs, and pro-B cells; n = 3,474). NPC-specific enhancers were enriched in NPC-only loops when bound by YY1 without CTCF, but not when bound by CTCF without YY1. Yy1 siRNA knockdown produced >50% reduction in Yy1 expression/protein, disrupted the Sox2–enhancer loop, decreased Sox2 expression, and also reduced Klf4 and Zfp462 looping and Nes/Olig1/Olig2 expression.

Methods

  • ChIP-seq was performed for CTCF in mouse ES 2i, ES serum, and NPCs, with ENCODE mouse brain CTCF data reanalyzed; RNA-seq and Western blot assessed CTCF expression/protein. YY1 and H3K27ac ChIP-seq datasets were also analyzed.
  • 5C with high-throughput sequencing generated fine-scale chromatin architecture maps at ~4- to 12-kb matrix resolution across >7 Mb of the mouse genome, using n = 2 biological replicates and reanalyzed published 5C libraries. A new computational pipeline used donut and lower-left background filters, logistic-distribution P-values, interaction scores, and seven looping classes; top five dynamic classes had empirical FDR <15%.
  • Yy1 knockdown in NPCs used Dharmacon siRNA pools at 20 nM for 78 h, followed by Western blot, qPCR, and 3C/5C analysis.

Limitations

  • Stated: the authors cannot rule out that heterogeneity in ENCODE brain tissues contributed to the aggregate CTCF decrease, though their NPC cultures were >90% SOX2 positive. The role of YY1 in ES cells remains unclear because of possible greater ES reliance on CTCF, different ChIP methods between ES and NPC YY1 datasets, or a different regulatory role for YY1 in the two cell types.
  • Stated: technical issues with poor library complexity prevented high-complexity 5C maps at Olig1, Olig2, and Nes after Yy1 knockdown; for those loci, only expression reductions were observed.
  • Evident: 5C covered selected regions (>7 Mb) rather than the whole genome, and the Yy1 perturbation was an siRNA knockdown with >50% reduction rather than a complete knockout, so some conclusions about YY1’s architectural role remain correlative or partial.

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Registry

Crossref · 10.1101/gr.215160.116

Cites

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Figures

Figure 1. CTCF binding and expression decrease during neural development. (A) Number of CTCF ChIP-seq peaks called across the ES 2i, ES serum, and NPC cellular states. (B) Number of CTCF ChIP-seq peaks across several mouse ENCODE brain tissues (Shen et al. 2012). (C) Relative CTCF gene expression across three developmental cell types (error bars represent 1 SD from mean across two replicates). (D) Normalized CTCF gene expression (FPKM) across mouse ENCODE brain tissues (error bars represent 1 SD from mean across two replicates) (Shen et al. 2012).
Figure 1. CTCF binding and expression decrease during neural development. (A) Number of CTCF ChIP-seq peaks called across the ES 2i, ES serum, and NPC cellular states. (B) Number of CTCF ChIP-seq peaks across several mouse ENCODE brain tissues (Shen et al. 2012). (C) Relative CTCF gene expression across three developmental cell types (error bars represent 1 SD from mean across two replicates). (D) Normalized CTCF gene expression (FPKM) across mouse ENCODE brain tissues (error bars represent 1 SD from mean across two replicates) (Shen et al. 2012).CC BY-NC · PubMed Central
Figure 2. Sites bound by CTCF in NPCs are predominantly preexisting from earlier stages of development. (A) Classification of CTCF binding sites parsed between three developmental cell states. (B) Composite CTCF ChIP-seq signal in NPCs (green), ES serum (blue), and ES 2i (red) centered around the peaks of Constitutive, 2i+Serum, NPC-only, and 2i only CTCF classes. (C) Stacked bar plot representing the distribution of CTCF binding classes across ES cells in 2i, ES cells in serum, and NPCs. (D) Theorized landscape plot depiction of constitutive and dynamic CTCF during the early time points of development. Colors represent same CTCF classes as presented in C. (E) Library read depth is comparable across conditions. After redundant read removal and down-sampling, 11 million reads were utilized for the CTCF ChIP-seq analysis of each cell type.
Figure 2. Sites bound by CTCF in NPCs are predominantly preexisting from earlier stages of development. (A) Classification of CTCF binding sites parsed between three developmental cell states. (B) Composite CTCF ChIP-seq signal in NPCs (green), ES serum (blue), and ES 2i (red) centered around the peaks of Constitutive, 2i+Serum, NPC-only, and 2i only CTCF classes. (C) Stacked bar plot representing the distribution of CTCF binding classes across ES cells in 2i, ES cells in serum, and NPCs. (D) Theorized landscape plot depiction of constitutive and dynamic CTCF during the early time points of development. Colors represent same CTCF classes as presented in C. (E) Library read depth is comparable across conditions. After redundant read removal and down-sampling, 11 million reads were utilized for the CTCF ChIP-seq analysis of each cell type.CC BY-NC · PubMed Central
Figure 3. Dynamic classes of 3D interactions arise during neural lineage commitment. (A) Heatmaps displaying the relative chromatin contact frequency in a 1-Mb region surrounding the Sox2 gene in ES 2i, ES serum, and NPCs. Color bars range from low (gray) to high (red/black). (B) Schematic depiction of donut (blue) and lower left (green) expected background models. (C–E) Expected background heatmaps for the region surrounding the Sox2 gene. (C) Donut filter, (D) lower left filter, and (E) maximum value of donut and lower left filters. (F) Interaction score heatmaps at the Sox2 locus. Color bar ranges from low (blue) to high (red/black). (G) Schematic of looping classes parsed by their dynamic behavior across three cellular states. (H) Scatter plot of 5C interaction scores for each pixel classified as part of a looping interaction across the ES 2i, ES serum, and NPC states (Supplemental Methods). (I) Number of significant looping clusters in each dynamic 3D interaction class. (J) Box plots representing interaction scores across each cell type for the pixels classified into each looping class. (K) Visualization of a Sox2-pluripotency enhancer interaction in relative interaction frequency heatmaps (top left), interaction score heatmaps (bottom left), and classified loop clusters (right).
Figure 3. Dynamic classes of 3D interactions arise during neural lineage commitment. (A) Heatmaps displaying the relative chromatin contact frequency in a 1-Mb region surrounding the Sox2 gene in ES 2i, ES serum, and NPCs. Color bars range from low (gray) to high (red/black). (B) Schematic depiction of donut (blue) and lower left (green) expected background models. (C–E) Expected background heatmaps for the region surrounding the Sox2 gene. (C) Donut filter, (D) lower left filter, and (E) maximum value of donut and lower left filters. (F) Interaction score heatmaps at the Sox2 locus. Color bar ranges from low (blue) to high (red/black). (G) Schematic of looping classes parsed by their dynamic behavior across three cellular states. (H) Scatter plot of 5C interaction scores for each pixel classified as part of a looping interaction across the ES 2i, ES serum, and NPC states (Supplemental Methods). (I) Number of significant looping clusters in each dynamic 3D interaction class. (J) Box plots representing interaction scores across each cell type for the pixels classified into each looping class. (K) Visualization of a Sox2-pluripotency enhancer interaction in relative interaction frequency heatmaps (top left), interaction score heatmaps (bottom left), and classified loop clusters (right).CC BY-NC · PubMed Central
Figure 4. Pluripotency interactions that disengage in multipotent NPCs display reduced CTCF occupancy. (A) Global view of relative interaction frequency heatmaps of 1 Mb surrounding the Sox2 gene. (B) Zoom in highlighting a strong pluripotency-specific looping interaction between Sox2 and an ES-specific enhancer. CTCF binds at both loop anchors (note green boxes). Heatmaps include relative interaction frequency (top) and background corrected interaction score (bottom). The Sox2 gene is colored green. (C) Classified interaction clusters are plotted above relevant ChIP-seq tracks. (D) Fold enrichment/depletion of chromatin features in 2i+serum and NPC-only looping interaction classes compared to presence in background interactions. P-values included in each entry are calculated using Fisher's exact test. (E) Stacked bar plot contrasting the proportion of loops connected by CTCF in one or both anchoring fragments versus not anchored by CTCF.
Figure 4. Pluripotency interactions that disengage in multipotent NPCs display reduced CTCF occupancy. (A) Global view of relative interaction frequency heatmaps of 1 Mb surrounding the Sox2 gene. (B) Zoom in highlighting a strong pluripotency-specific looping interaction between Sox2 and an ES-specific enhancer. CTCF binds at both loop anchors (note green boxes). Heatmaps include relative interaction frequency (top) and background corrected interaction score (bottom). The Sox2 gene is colored green. (C) Classified interaction clusters are plotted above relevant ChIP-seq tracks. (D) Fold enrichment/depletion of chromatin features in 2i+serum and NPC-only looping interaction classes compared to presence in background interactions. P-values included in each entry are calculated using Fisher's exact test. (E) Stacked bar plot contrasting the proportion of loops connected by CTCF in one or both anchoring fragments versus not anchored by CTCF.CC BY-NC · PubMed Central
Figure 5. YY1 is enriched at NPC-specific enhancers that form developmentally regulated loops. (A) Relative interaction frequency heatmaps of the global view of 1 Mb surrounding Nes (top), and zoom in of 400 kb surrounding nestin with putative NPC enhancer annotations (bottom). Nes (upstream) and Bcan (downstream) genes are colored green. (B) Zoom-in interaction score heatmaps of the Nes/Bcan genes interacting with a downstream putative NPC enhancer. Heatmaps are overlaid with ChIP-seq tracks of CTCF in NPCs and YY1 in ES serum and NPCs. The Nes (upstream) and Bcan (downstream) genes are colored green. (C) Relative gene expression of Nes and Bcan across ES 2i, ES serum, and NPC cellular states. (D) Interaction cluster outlines of the loop boxed in magenta in B. Plot is overlaid with ChIP-seq tracks of H3K27ac, YY1, and CTCF in the ES 2i, ES serum, and NPC conditions. Cluster outline classifications include NPC-only (green), serum+NPC (yellow), and constitutive (gray). (E) Fold enrichment/depletion of the presence of chromatin features in NPC-only interaction class compared to the presence in background. P-values are computed with Fisher's exact test and listed in each entry. (F,G) YY1 ChIP-seq signal in NPCs (green), ES serum (blue), and ProB cells (red), centered at (F) putative NPC enhancers at the base of NPC-only loops, and (G) NPC enhancers that do not fall at the base of any looping interactions. (H) YY1 binding sites parsed by their occupancy across ES cells, NPCs, and ProB cells. (I) Fold enrichment/depletion of YY1 peak classes and NPC enhancers parsed based on the presence/absence of CTCF/YY1 in NPC-only loops compared to their presence in background interactions. (J) Stacked bar plot of the breakdown of ES and NPC enhancers that are bound with confidence by a combination of CTCF and/or YY1.
Figure 5. YY1 is enriched at NPC-specific enhancers that form developmentally regulated loops. (A) Relative interaction frequency heatmaps of the global view of 1 Mb surrounding Nes (top), and zoom in of 400 kb surrounding nestin with putative NPC enhancer annotations (bottom). Nes (upstream) and Bcan (downstream) genes are colored green. (B) Zoom-in interaction score heatmaps of the Nes/Bcan genes interacting with a downstream putative NPC enhancer. Heatmaps are overlaid with ChIP-seq tracks of CTCF in NPCs and YY1 in ES serum and NPCs. The Nes (upstream) and Bcan (downstream) genes are colored green. (C) Relative gene expression of Nes and Bcan across ES 2i, ES serum, and NPC cellular states. (D) Interaction cluster outlines of the loop boxed in magenta in B. Plot is overlaid with ChIP-seq tracks of H3K27ac, YY1, and CTCF in the ES 2i, ES serum, and NPC conditions. Cluster outline classifications include NPC-only (green), serum+NPC (yellow), and constitutive (gray). (E) Fold enrichment/depletion of the presence of chromatin features in NPC-only interaction class compared to the presence in background. P-values are computed with Fisher's exact test and listed in each entry. (F,G) YY1 ChIP-seq signal in NPCs (green), ES serum (blue), and ProB cells (red), centered at (F) putative NPC enhancers at the base of NPC-only loops, and (G) NPC enhancers that do not fall at the base of any looping interactions. (H) YY1 binding sites parsed by their occupancy across ES cells, NPCs, and ProB cells. (I) Fold enrichment/depletion of YY1 peak classes and NPC enhancers parsed based on the presence/absence of CTCF/YY1 in NPC-only loops compared to their presence in background interactions. (J) Stacked bar plot of the breakdown of ES and NPC enhancers that are bound with confidence by a combination of CTCF and/or YY1.CC BY-NC · PubMed Central
Figure 6. YY1 connects neural regulatory elements nested within and adjacent to a framework of constitutive CTCF-mediated interactions. (A) Fold enrichment/depletion of chromatin regulatory elements in the constitutive looping class compared to background interactions. P-values are computed with Fisher's exact test and listed in each entry. (B,C) Relative interaction frequency heatmaps of ∼1 Mb region (B) and ∼200 kb region (C) surrounding the Olig1 and Olig2 genes in ES 2i, ES serum, and NPCs. Heatmaps in C are overlaid with ChIP-seq tracks of H3K27ac in ES serum cells and NPCs. (D) Relative gene expression of Olig1 and Olig2 genes across the ES 2i, ES serum, and NPC cellular states. (E) Zoom-in interaction score heatmaps of looping interactions between the Olig1 and Olig2 genes and surrounding putative NPC enhancers (green boxes). (F) Zoom-in cluster map of classified looping interactions at Olig2 and Olig1 with NPC only (green), serum+NPC (blue), and constitutive class looping interactions (gray). (G–I) Heatmaps and cluster map at different length scales around the Sox2 gene in ES 2i, ES serum, and NPCs. Zoom-in heatmaps of relative interaction frequencies (G) and background corrected interaction scores (H) across ∼500 kb downstream from Sox2. Relative interaction frequency heatmaps are overlaid H3K27ac tracks. Interaction score heatmaps are overlaid with ChIP-seq tracks of YY1 and CTCF across cell types. The Sox2 gene is colored green. (I) Zoom-in classified cluster map of a ∼100-kb window around a Sox2-enhancer interaction with NPC only (green), serum+NPC (yellow), and constitutive classified looping interactions (gray), overlaid on ChIP-seq tracks.
Figure 6. YY1 connects neural regulatory elements nested within and adjacent to a framework of constitutive CTCF-mediated interactions. (A) Fold enrichment/depletion of chromatin regulatory elements in the constitutive looping class compared to background interactions. P-values are computed with Fisher's exact test and listed in each entry. (B,C) Relative interaction frequency heatmaps of ∼1 Mb region (B) and ∼200 kb region (C) surrounding the Olig1 and Olig2 genes in ES 2i, ES serum, and NPCs. Heatmaps in C are overlaid with ChIP-seq tracks of H3K27ac in ES serum cells and NPCs. (D) Relative gene expression of Olig1 and Olig2 genes across the ES 2i, ES serum, and NPC cellular states. (E) Zoom-in interaction score heatmaps of looping interactions between the Olig1 and Olig2 genes and surrounding putative NPC enhancers (green boxes). (F) Zoom-in cluster map of classified looping interactions at Olig2 and Olig1 with NPC only (green), serum+NPC (blue), and constitutive class looping interactions (gray). (G–I) Heatmaps and cluster map at different length scales around the Sox2 gene in ES 2i, ES serum, and NPCs. Zoom-in heatmaps of relative interaction frequencies (G) and background corrected interaction scores (H) across ∼500 kb downstream from Sox2. Relative interaction frequency heatmaps are overlaid H3K27ac tracks. Interaction score heatmaps are overlaid with ChIP-seq tracks of YY1 and CTCF across cell types. The Sox2 gene is colored green. (I) Zoom-in classified cluster map of a ∼100-kb window around a Sox2-enhancer interaction with NPC only (green), serum+NPC (yellow), and constitutive classified looping interactions (gray), overlaid on ChIP-seq tracks.CC BY-NC · PubMed Central
Figure 7. YY1-mediated developmentally regulated looping interactions form within a constitutive framework demarcated by CTCF. (A) Western blot analysis querying YY1 and GAPDH protein levels in NPCs exposed to nontargeting control and Yy1-targeting siRNA. (B) Gene-expression quantified by qPCR of the Yy1 gene in NPCs exposed to control and Yy1-targeting siRNA. (C) Zoom-in interaction score heatmaps of a loop between the Sox2 gene and an upstream enhancer (originally presented in Fig. 3K) in NPCs exposed to nontargeting control siRNA (left) and an siRNA targeting Yy1 (right). (D) Gene-expression quantified by qPCR of the Sox2 gene in NPCs exposed to control and Yy1-targeting siRNA. (E) Schematic depicting a CTCF-mediated constitutive interaction, present across all early stages of neural lineage commitment, and a YY1-mediated gene-enhancer interaction, present only in NPCs.
Figure 7. YY1-mediated developmentally regulated looping interactions form within a constitutive framework demarcated by CTCF. (A) Western blot analysis querying YY1 and GAPDH protein levels in NPCs exposed to nontargeting control and Yy1-targeting siRNA. (B) Gene-expression quantified by qPCR of the Yy1 gene in NPCs exposed to control and Yy1-targeting siRNA. (C) Zoom-in interaction score heatmaps of a loop between the Sox2 gene and an upstream enhancer (originally presented in Fig. 3K) in NPCs exposed to nontargeting control siRNA (left) and an siRNA targeting Yy1 (right). (D) Gene-expression quantified by qPCR of the Sox2 gene in NPCs exposed to control and Yy1-targeting siRNA. (E) Schematic depicting a CTCF-mediated constitutive interaction, present across all early stages of neural lineage commitment, and a YY1-mediated gene-enhancer interaction, present only in NPCs.CC BY-NC · PubMed Central

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  • The paper relies on this without support.

    The 5C interrogated regions are representative of genome-wide 3D chromatin architecture.

    “We generated fine-scale chromatin architecture maps (∼4- to12-kb matrix resolution) across >7 Mb of the mouse genome surrounding key developmentally regulated genes with Chromosome-Conformation-Capture-Carbon-Copy (5C) and high-throughput sequencing.”
  • The paper relies on this without support.

    Putative NPC-specific enhancers are bona fide regulatory enhancers.

    “we parsed our putative genome-wide NPC-specific enhancers (Supplemental Methods) into those that engage in “NPC-only” loops (Fig. 5F) and those that do not participate in long-range interactions (Fig. 5G).”
  • The paper relies on this without support.

    CTCF binding is anti-correlated with DNA methylation.

    “Because CTCF binding is anti-correlated with DNA methylation, we posit that a notable proportion of the large class (n = ∼20,000) of “2i+serum” CTCF sites might be methylated during the initial establishment of the neural lineage and subsequently remain methylated and unbound through terminal differentiation in the developing/maturing brain.”
  • The paper relies on this without support.

    The putative NPC-specific enhancers marked by H3K27ac are functional enhancers that regulate the associated genes.

    “In NPCs, putative enhancer(s) marked by NPC-specific H3K27ac connect to both Olig1 and Olig2 in a rosette-like structure, and these genes show markedly increased expression in NPCs compared to ES 2i/ES serum (Fig. 6B–D, magenta arrows).”
  • The paper relies on this without support.

    The Yy1-targeting siRNA specifically reduces YY1 without off-target effects.

    “Transfection of the Yy1-targeting siRNA pool produced a >50% decrease in Yy1 expression and protein levels compared to a control nontargeting pool condition (Fig. 7A,B).”
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Metadata

Authors
Beagan, J. A., Duong, M. T., Titus, K. R., Zhou, L., Cao, Z., Ma, J., Lachanski, C. V., Gillis, D. R., & Phillips-Cremins, J. E.
Affiliations
University of Pennsylvania (US)
Venue
Genome Research
Published
2017-05-23
Volume
27
Issue
7
Pages
1139-1152
ISSN
  • 1088-9051 (ISSN-L)
  • 1549-5469
OpenAlex
W2616964127
Cited by
299
References
66
Citations by year
2026: 19 · 2025: 32 · 2024: 24 · 2023: 33 · 2022: 36 · 2021: 46 · 2020: 38 · 2019: 30 · 2018: 36 · 2017: 5
Type
posted content
Language
en
Open access
Licence
cc-by-nc
Locations
  • Genome Research (publishedVersion)
  • PubMed Central (publishedVersion, cc-by-nc)
  • PubMed (publishedVersion)
  • HighWire Press Open Archive (submittedVersion)
Funders
  • The New York Stem Cell Foundation
  • Alfred P. Sloan Foundation
  • NIH Director's New Innovator Award from the National Institute of Mental Health (1DP2MH11024701)
  • 4D Nucleome (NIH) Common (1U01HL12999801)
  • NSF-NIGMS (1562665)
  • National Science Foundation (DGE-1321851)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Chromatin Remodeling and Cancer
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Pluripotent Stem Cells Research
Keywords
CTCF, YY1, neural progenitor cells, enhancer-promoter interactions, chromatin structure, pluripotency, zinc finger proteins, chromatin looping
MeSH terms
Human Embryonic Stem Cells, CCCTC-Binding Factor, Cell Differentiation, Cell Line, Chromatin, Enhancer Elements, Genetic, Humans, Chromatin Assembly and Disassembly, YY1 Transcription Factor, Genome-Wide Association Study, Neural Stem Cells

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