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Chromatin loop dynamics during cellular differentiation are associated with changes to both anchor and internal regulatory features [dataset 1]

ABSTRACT: 3D chromatin structure is thought to play a critical role in regulating gene transcription during cellular transitions. While our understanding of loop formation and maintenance is rapidly improving, much less is known about the mechanisms driving changes in looping and the impact of differential looping on gene transcription. One limitation has been a lack of well powered differential looping data sets. To address this, we conducted a deeply sequenced Hi-C time course of megakaryocyte development comprising 4 biological replicates and 6 billion reads per time point. Statistical analysis revealed 1,503 differential loops. Gained loops were enriched for AP-1 occupancy and correlated with increased expression of genes at their anchors. Lost loops were characterized by increases in expression of genes within the loop boundaries. Linear modeling revealed that changes in histone H3K27 acetylation, chromatin accessibility, and JUN binding in between the loop anchors were often just as predictive of changes in loop strength as changes to CTCF and/or cohesin occupancy at loop anchors. Finally, we built linear models and found that incorporating the dynamics of enhancer acetylation and loop strength increased accuracy of gene expression predictions. Together, our well-powered study has added to our understanding of the mechanisms that regulate looping, and the relationship of looping with gene expression.

ORGANISM(S): Homo sapiens

PROVIDER: GSE213295 | GEO | 2022/11/01

REPOSITORIES: GEO

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Chromatin loop dynamics during cellular differentiation are associated with changes to both anchor and internal regulatory features [dataset 4]

Project description:3D chromatin structure is thought to play a critical role in regulating gene transcription during cellular transitions. While our understanding of loop formation and maintenance is rapidly improving, much less is known about the mechanisms driving changes in looping and the impact of differential looping on gene transcription. One limitation has been a lack of well powered differential looping data sets. To address this, we conducted a deeply sequenced Hi-C time course of megakaryocyte development comprising 4 biological replicates and 6 billion reads per time point. Statistical analysis revealed 1,503 differential loops. Gained loops were enriched for AP-1 occupancy and correlated with increased expression of genes at their anchors. Lost loops were characterized by increases in expression of genes within the loop boundaries. Linear modeling revealed that changes in histone H3K27 acetylation, chromatin accessibility, and JUN binding in between the loop anchors were often just as predictive of changes in loop strength as changes to CTCF and/or cohesin occupancy at loop anchors. Finally, we built linear models and found that incorporating the dynamics of enhancer acetylation and loop strength increased accuracy of gene expression predictions. Together, our well-powered study has added to our understanding of the mechanisms that regulate looping, and the relationship of looping with gene expression.

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Project description:3D chromatin structure, enhancers, and gene transcription function together to regulate cellular differentiation, establish cellular identity, and respond to external stimuli; however, the functional interplay between these regulatory elements remains incompletely understood. To infer potential causal relationships, we mapped 3D chromatin architecture, histone H3 K27 acetylation, chromatin accessibility, and gene expression across eight narrowly-spaced time points of macrophage activation. Enhancers and genes that were connected by a loop exhibited stronger correlation between histone H3K27 acetylation and expression than can be explained by distance or proximity alone, suggesting that the presence of a chromatin loop may facilitate functional regulatory connections via methods beyond simply increasing their frequency of physical proximity. Changes in enhancer acetylation preceded changes in gene expression by 30-60 minutes further supporting a causal relationship. Changes in gene expression exhibit a directional bias at differential loop anchors. The anchors of gained enhancer-promoter loops are associated with increased gene expression of genes oriented away from the center of the loop. Surprisingly, lost enhancer-promoter loops were also associated with increased gene expression, particularly within the bounds of the loop. Analysis of absolute levels of transcription revealed that lost loops were characterized by particularly high levels of internal transcription. Taken together, these results are consistent with a reciprocal relationship between looping and transcription. In this model, loops can enhance transcription by facilitating enhancer-promoter contacts, but also high levels of transcription can negatively impact loop strength by antagonizing loop extrusion mechanisms.

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Temporal analysis suggests a reciprocal relationship between 3D chromatin structure and transcription

Project description:This SuperSeries is composed of the SubSeries listed below. 3D chromatin structure, enhancers, and gene transcription function together to regulate cellular differentiation, establish cellular identity, and respond to external stimuli; however, the functional interplay between these regulatory elements remains incompletely understood. To infer potential causal relationships, we mapped 3D chromatin architecture, histone H3 K27 acetylation, chromatin accessibility, and gene expression across eight narrowly-spaced time points of macrophage activation. Enhancers and genes that were connected by a loop exhibited stronger correlation between histone H3K27 acetylation and expression than can be explained by distance or proximity alone, suggesting that the presence of a chromatin loop may facilitate functional regulatory connections via methods beyond simply increasing their frequency of physical proximity. Changes in enhancer acetylation preceded changes in gene expression by 30-60 minutes further supporting a causal relationship. Changes in gene expression exhibit a directional bias at differential loop anchors. The anchors of gained enhancer-promoter loops are associated with increased gene expression of genes oriented away from the center of the loop. Surprisingly, lost enhancer-promoter loops were also associated with increased gene expression, particularly within the bounds of the loop. Analysis of absolute levels of transcription revealed that lost loops were characterized by particularly high levels of internal transcription. Taken together, these results are consistent with a reciprocal relationship between looping and transcription. In this model, loops can enhance transcription by facilitating enhancer-promoter contacts, but also high levels of transcription can negatively impact loop strength by antagonizing loop extrusion mechanisms.

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A three-dimensional map of the human genome at kilobase resolution reveals prinicples of chromatin looping

Project description:We use in situ Hi-C to probe the three-dimensional architecture of genomes, constructing haploid and diploid maps of nine cell types. The densest, in human lymphoblastoid cells, contains 4.9 billion contacts, achieving 1-kilobase resolution. We find that genomes are partitioned into local domains, which are associated with distinct patterns of histone marks and segregate into six subcompartments. We identify ~10,000 loops. These loops frequently link promoters and enhancers, correlate with gene activation, and show conservation across cell types and species. Loop anchors typically occur at domain boundaries and bind CTCF. CTCF sites at loop anchors occur predominantly (>90%) in a convergent orientation, with the asymmetric motifs ‘facing’ one another. The inactive X-chromosome splits into two massive domains and contains large loops anchored at CTCF-binding repeats. in situ Hi-C and dilution Hi-C were used to probe the three-dimensional structure of the genome in eight diverse human cell types and one mouse cell type

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