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result(s) for
"chromatin activity"
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Modeling gene regulation from paired expression and chromatin accessibility data
2017
The rapid increase of genome-wide datasets on gene expression, chromatin states, and transcription factor (TF) binding locations offers an exciting opportunity to interpret the information encoded in genomes and epigenomes. This task can be challenging as it requires joint modeling of context-specific activation of cis-regulatory elements (REs) and the effects on transcription of associated regulatory factors. To meet this challenge, we propose a statistical approach based on paired expression and chromatin accessibility (PECA) data across diverse cellular contexts. In our approach, we model (i) the localization to REs of chromatin regulators (CRs) based on their interaction with sequence-specific TFs, (ii) the activation of REs due to CRs that are localized to them, and (iii) the effect of TFs bound to activated REs on the transcription of target genes (TGs). The transcriptional regulatory network inferred by PECA provides a detailed view of how trans- and cis-regulatory elements work together to affect gene expression in a context-specific manner. We illustrate the feasibility of this approach by analyzing paired expression and accessibility data from the mouse Encyclopedia of DNA Elements (ENCODE) and explore various applications of the resulting model.
Journal Article
The insulator EACBE regulates V(D)J recombination of Tcrd gene by modulating chromatin organization
2025
T cell receptor (TCR) diversity, essential for the recognition of a wide array of antigens, is generated through V(D)J recombination. The Tcra and Tcrd genes reside within a shared genomic locus, with Tcrd rearrangement occurring first in the double-negative (DN) stage during thymocyte development. Elucidating the regulatory mechanisms governing Tcrd rearrangement is therefore crucial for understanding the developmental coordination of both Tcrd and Tcra rearrangements. Chromatin architecture, orchestrated by CTCF-cohesin complexes and their binding sites, plays a fundamental role in regulating V(D)J recombination of antigen receptor genes. In this study, we report that EACBE, a CTCF binding element (CBE) located downstream of the Tcra - Tcrd locus, regulates Tcrd rearrangement. EACBE promotes the usage of proximal V δ gene segments by facilitating spatial proximity between the Tcrd recombination centre and these V δ elements. Notably, EACBE counteracts the insulating effects of INTs, two CBEs that demarcate the proximal V region from the D δ -J δ -C δ cluster, thereby enabling effective chromatin extrusion. Furthermore, EACBE indirectly shapes the Tcra repertoire through its influence on Tcrd rearrangement. These findings reveal a novel regulatory axis involving special chromatin configuration and highlight distinct roles for specific CTCF binding sites in modulating antigen receptor gene assembly.
Journal Article
Single‐cell dynamics of chromatin activity during cell lineage differentiation in Caenorhabditis elegans embryos
by
Wang, Yangyang
,
Kou, Yahui
,
Du, Zhuo
in
Asymmetry
,
Caenorhabditis elegans
,
Cell differentiation
2021
Elucidating the chromatin dynamics that orchestrate embryogenesis is a fundamental question in developmental biology. Here, we exploit position effects on expression as an indicator of chromatin activity and infer the chromatin activity landscape in every lineaged cell during
Caenorhabditis elegans
early embryogenesis. Systems‐level analyses reveal that chromatin activity distinguishes cellular states and correlates with fate patterning in the early embryos. As cell lineage unfolds, chromatin activity diversifies in a lineage‐dependent manner, with switch‐like changes accompanying anterior–posterior fate asymmetry and characteristic landscapes being established in different cell lineages. Upon tissue differentiation, cellular chromatin from distinct lineages converges according to tissue types but retains stable memories of lineage history, contributing to intra‐tissue cell heterogeneity. However, the chromatin landscapes of cells organized in a left–right symmetric pattern are predetermined to be analogous in early progenitors so as to pre‐set equivalent states. Finally, genome‐wide analysis identifies many regions exhibiting concordant chromatin activity changes that mediate the co‐regulation of functionally related genes during differentiation. Collectively, our study reveals the developmental and genomic dynamics of chromatin activity at the single‐cell level.
SYNOPSIS
This study investigates the influence of local chromatin environment on reporter gene expression during
Caenorhabditis elegans
embryogenesis, based on single‐cell lineage tracing and live‐cell imaging.
The chromatin activity landscape is inferred in lineage‐resolved single cells during
C. elegans
early embryogenesis.
Chromatin activity diversifies in a lineage‐dependent manner, accompanying lineage fate commitment and anterior‐posterior fate asymmetry.
Chromatin activity converges on tissue‐specific states but retains memories of lineage origins that contribute to cell heterogeneity within tissues.
Predetermination of analogous chromatin activity occurs in early progenitor cells during left‐right symmetry establishment.
Graphical Abstract
This study investigates the influence of local chromatin environment on reporter gene expression during
Caenorhabditis elegans
embryogenesis, based on single‐cell lineage tracing and live‐cell imaging.
Journal Article
Comprehensive Identification of Human Cell Type Chromatin Activity-Specific and Cell Type Expression-Specific MicroRNAs
2022
MicroRNAs (miRNAs) regulate multiple transcripts and thus shape the expression landscape of a cell. Information about miRNA expression and distribution across cell types is crucial for the understanding of miRNAs’ functions and their translational applications as biomarkers or therapeutic targets. In this study, we identify cell-type-specific miRNAs by combining multiple correspondence analysis and Gini coefficients to dissect miRNAs’ expression profiles and chromatin activity score profiles, which results in collections of chromatin activity-specific miRNAs in 91 cell types and expression-specific miRNAs in 124 cell types. Moreover, we find that cell-type-specific miRNAs are closely associated with disease miRNAs, such as T-cell-specific miRNAs, which are closely associated with cancer prognosis. Finally, we constructed mirCellType, an online tool based on cell-type-specific miRNA signatures, to dissect the cell type composition of complex samples with miRNA expression profiles.
Journal Article
Discordance between chromatin accessibility and transcriptional activity during the human primed-to-naïve pluripotency transition process
by
Tu, Zhifen
,
Wang, Yixuan
,
Gao, Shaorong
in
Biomedical and Life Sciences
,
Biomedicine
,
Cell Biology
2023
Naïve pluripotent state can be obtained by several strategies from various types of cells, in which the cell fate roadmap as well as key biological events involved in the journey have been described in detail. Here, we carefully explored the chromatin accessibility dynamics during the primed-to-naïve transition by adopting a dual fluorescent reporter system and the assay for transposase-accessible chromatin (ATAC)-seq. Our results revealed critical chromatin remodeling events and highlight the discordance between chromatin accessibility and transcriptional activity. We further demonstrate that the differential epigenetic modifications and transcription factor (TF) activities may play a critical role in regulating gene expression, and account for the observed variations in gene expression despite similar chromatin landscapes.
Journal Article
Mechanism of DNA translocation underlying chromatin remodelling by Snf2
2019
Chromatin remodellers include diverse enzymes with distinct biological functions, but nucleosome-sliding activity appears to be a common theme
1
,
2
. Among the remodelling enzymes, Snf2 serves as the prototype to study the action of this protein family. Snf2 and related enzymes share two conserved RecA-like lobes
3
, which by themselves are able to couple ATP hydrolysis to chromatin remodelling. The mechanism by which these enzymes couple ATP hydrolysis to translocate the nucleosome along the DNA remains unclear
2
,
4
–
8
. Here we report the structures of
Saccharomyces cerevisiae
Snf2 bound to the nucleosome in the presence of ADP and ADP-BeF
x
. Snf2 in the ADP-bound state adopts an open conformation similar to that in the apo state, and induces a one-base-pair DNA bulge at superhelix location 2 (SHL2), with the tracking strand showing greater distortion than the guide strand. The DNA distortion propagates to the proximal end, leading to staggered translocation of the two strands. The binding of ADP-BeF
x
triggers a closed conformation of the enzyme, resetting the nucleosome to a relaxed state. Snf2 shows altered interactions with the DNA in different nucleotide states, providing the structural basis for DNA translocation. Together, our findings suggest a fundamental mechanism for the DNA translocation that underlies chromatin remodelling.
Cryo-EM structures of yeast Snf2 bound to the nucleosome in the presence of ADP or an ATP analogue reveal that Snf2 binding leads to distortion of the DNA, and a two-step mechanism underlying chromatin remodelling by Snf2 is proposed.
Journal Article
Mammalian SWI/SNF continuously restores local accessibility to chromatin
2021
Chromatin accessibility is a hallmark of regulatory regions, entails transcription factor (TF) binding and requires nucleosomal reorganization. However, it remains unclear how dynamic this process is. In the present study, we use small-molecule inhibition of the catalytic subunit of the mouse SWI/SNF remodeler complex to show that accessibility and reduced nucleosome presence at TF-binding sites rely on persistent activity of nucleosome remodelers. Within minutes of remodeler inhibition, accessibility and TF binding decrease. Although this is irrespective of TF function, we show that the activating TF OCT4 (POU5F1) exhibits a faster response than the repressive TF REST. Accessibility, nucleosome depletion and gene expression are rapidly restored on inhibitor removal, suggesting that accessible chromatin is regenerated continuously and in a largely cell-autonomous fashion. We postulate that TF binding to chromatin and remodeler-mediated nucleosomal removal do not represent a stable situation, but instead accessible chromatin reflects an average of a dynamic process under continued renewal.
Chemical inhibition of the SWI/SNF remodeling complex shows decreased accessibility and transcription factor binding within minutes. These changes are rapidly restored on inhibitor removal suggesting that accessible chromatin is regenerated continuously.
Journal Article
Chromatin Structure and the Functional Activity of Genes
by
Walker, Matthew R.
,
Rapley, Ralph
in
chromatin and genetic activity
,
chromatin structure and functional activity of genes
,
eukaryotic chromosomes ‐ unbranched linear DNA molecules housing many genes
1997
This chapter contains sections titled:
Chromatin and Genetic Activity
Mapping Active Drosophila Genes
‘Lampbrush’ Chromosomes
Book Chapter
Super-resolution chromatin tracing reveals domains and cooperative interactions in single cells
by
Sinnott-Armstrong, Nicholas A.
,
Zhuang, Xiaowei
,
Su, Jun-Han
in
Binding sites
,
Biological activity
,
Boundaries
2018
The genome is organized within the nucleus as three-dimensional domains that modulate DNA-templated processes. Bintu et al. used high-throughput Oligopaint labeling and imaging to observe chromatin dynamics inside the nuclei of several different mammalian cell lines. After combining the datasets, single-cell matrices revealed chromatin arranged in topologically associating domains (TADs). Removing cohesin resulted in a loss of aggregate TADs among populations of cells, but specific TADs were still detected at the single-cell level. Furthermore, higher-order organization was detected, suggestive of cooperative interactions within the genome. Science , this issue p. eaau1783 Chromatin imaging reveals topologically associating domain–like structures with spatially segregated conformations. The spatial organization of chromatin is pivotal for regulating genome functions. We report an imaging method for tracing chromatin organization with kilobase- and nanometer-scale resolution, unveiling chromatin conformation across topologically associating domains (TADs) in thousands of individual cells. Our imaging data revealed TAD-like structures with globular conformation and sharp domain boundaries in single cells. The boundaries varied from cell to cell, occurring with nonzero probabilities at all genomic positions but preferentially at CCCTC-binding factor (CTCF)- and cohesin-binding sites. Notably, cohesin depletion, which abolished TADs at the population-average level, did not diminish TAD-like structures in single cells but eliminated preferential domain boundary positions. Moreover, we observed widespread, cooperative, multiway chromatin interactions, which remained after cohesin depletion. These results provide critical insight into the mechanisms underlying chromatin domain and hub formation.
Journal Article
The role of 3D genome organization in development and cell differentiation
2019
In eukaryotes, the genome does not exist as a linear molecule but instead is hierarchically packaged inside the nucleus. This complex genome organization includes multiscale structural units of chromosome territories, compartments, topologically associating domains, which are often demarcated by architectural proteins such as CTCF and cohesin, and chromatin loops. The 3D organization of chromatin modulates biological processes such as transcription, DNA replication, cell division and meiosis, which are crucial for cell differentiation and animal development. In this Review, we discuss recent progress in our understanding of the general principles of chromatin folding, its regulation and its functions in mammalian development. Specifically, we discuss the dynamics of 3D chromatin and genome organization during gametogenesis, embryonic development, lineage commitment and stem cell differentiation, and focus on the functions of chromatin architecture in transcription regulation. Finally, we discuss the role of 3D genome alterations in the aetiology of developmental disorders and human diseases.
Journal Article