Modeling gene regulation from matched expression and chromatin accessibility data
Ontology highlight
ABSTRACT:
ORGANISM(S): Mus musculus
PROVIDER: GSE98479 | GEO | 2017/05/03
SECONDARY ACCESSION(S): PRJNA385189
REPOSITORIES: GEO
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Project description:Hexavalent chromium compounds are well-established respiratory carcinogens utilized in industrial processes. While inhalation exposure constitutes an occupational risk affecting mostly chromium workers, environmental exposure from drinking water is a widespread gastrointestinal carcinogen, affecting millions of people throughout the world. Cr(VI) is genotoxic, by forming protein-Cr-DNA adducts and silencing tumor suppressor genes, but its mechanism of action at the molecular level is poorly understood. We have used FAIRE to show that Cr(VI) elicits broad changes in chromatin accessibility resulting from disruption of the binding of transcription factors CTCF and AP-1 to their cognate sites in chromatin. Here, we have used two complementary approaches to test the hypothesis that chromium perturbs chromatin organization and dynamics. DANPOS2 analyses of MNase.seq data identified several chromatin alterations induced by Cr(VI) affecting nucleosome architecture, including occupancy changes at specific genome locations; position shifts of 10 nucleotides or more; and fuzziness, or changes in signal amplitude. Using ATAC to analyze changes in chromatin accessibility, we found that Cr(VI) opened differentially accessible chromatin domains in a dose-dependent manner. These domains were enriched for the previously identified binding motifs for CTCF and AP-1, many located in promoters of differentially expressed genes. Cr(VI)-enriched CTCF sites were confirmed by ChIP.seq and, when compared with ENCODE-validated CTCF site datasets from mouse liver, correlated with evolutionarily conserved similar sites occupied in vivo. Our results show that Cr(VI) exposure promotes broad changes in chromatin accessibility and suggest that the subsequent dysregulation of transcription may result from the disruption of CTCF binding and nucleosome spacing, suggesting that transcription regulatory mechanisms are primary Cr(VI) targets.
2018-01-01 | GSE104564 | GEO
Project description:Hexavalent chromium compounds are well-established respiratory carcinogens utilized in industrial processes. While inhalation exposure constitutes an occupational risk affecting mostly chromium workers, environmental exposure from drinking water is a widespread gastrointestinal carcinogen, affecting millions of people throughout the world. Cr(VI) is genotoxic, by forming protein-Cr-DNA adducts and silencing tumor suppressor genes, but its mechanism of action at the molecular level is poorly understood. We have used FAIRE to show that Cr(VI) elicits broad changes in chromatin accessibility resulting from disruption of the binding of transcription factors CTCF and AP-1 to their cognate sites in chromatin. Here, we have used two complementary approaches to test the hypothesis that chromium perturbs chromatin organization and dynamics. DANPOS2 analyses of MNase.seq data identified several chromatin alterations induced by Cr(VI) affecting nucleosome architecture, including occupancy changes at specific genome locations; position shifts of 10 nucleotides or more; and fuzziness, or changes in signal amplitude. Using ATAC to analyze changes in chromatin accessibility, we found that Cr(VI) opened differentially accessible chromatin domains in a dose-dependent manner. These domains were enriched for the previously identified binding motifs for CTCF and AP-1, many located in promoters of differentially expressed genes. Cr(VI)-enriched CTCF sites were confirmed by ChIP.seq and, when compared with ENCODE-validated CTCF site datasets from mouse liver, correlated with evolutionarily conserved similar sites occupied in vivo. Our results show that Cr(VI) exposure promotes broad changes in chromatin accessibility and suggest that the subsequent dysregulation of transcription may result from the disruption of CTCF binding and nucleosome spacing, suggesting that transcription regulatory mechanisms are primary Cr(VI) targets.
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Project description:Hexavalent chromium compounds are well-established respiratory carcinogens utilized in industrial processes. While inhalation exposure constitutes an occupational risk affecting mostly chromium workers, environmental exposure from drinking water is a widespread gastrointestinal carcinogen, affecting millions of people throughout the world. Cr(VI) is genotoxic, by forming protein-Cr-DNA adducts and silencing tumor suppressor genes, but its mechanism of action at the molecular level is poorly understood. We have used FAIRE to show that Cr(VI) elicits broad changes in chromatin accessibility resulting from disruption of the binding of transcription factors CTCF and AP-1 to their cognate sites in chromatin. Here, we have used two complementary approaches to test the hypothesis that chromium perturbs chromatin organization and dynamics. DANPOS2 analyses of MNase.seq data identified several chromatin alterations induced by Cr(VI) affecting nucleosome architecture, including occupancy changes at specific genome locations; position shifts of 10 nucleotides or more; and fuzziness, or changes in signal amplitude. Using ATAC to analyze changes in chromatin accessibility, we found that Cr(VI) opened differentially accessible chromatin domains in a dose-dependent manner. These domains were enriched for the previously identified binding motifs for CTCF and AP-1, many located in promoters of differentially expressed genes. Cr(VI)-enriched CTCF sites were confirmed by ChIP.seq and, when compared with ENCODE-validated CTCF site datasets from mouse liver, correlated with evolutionarily conserved similar sites occupied in vivo. Our results show that Cr(VI) exposure promotes broad changes in chromatin accessibility and suggest that the subsequent dysregulation of transcription may result from the disruption of CTCF binding and nucleosome spacing, suggesting that transcription regulatory mechanisms are primary Cr(VI) targets.
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Project description:Chromatin organization is a highly orchestrated process that influences gene expression, in part by modulating access of regulatory factors to DNA and nucleosomes. We found that the chromatin accessibility regulator HMGN1, a target of recurrent DNA copy gains in leukemia, controls myeloid differentiation. HMGN1 amplification was associated with increased accessibility, expression, and histone H3K27 acetylation of loci important for hematopoietic stem cell (HSC) function and AML, such as HoxA cluster genes. In vivo, HMGN1 overexpression was linked to decreased quiescence and increased HSC activity in bone marrow transplantation. HMGN1 overexpression also cooperated with the AML-ETO9a fusion oncoprotein to impair myeloid differentiation and enhance leukemia stem cell (LSC) activity. Inhibition of histone acetyltransferases CBP/p300 relieved the HMGN1-associated differentiation block. These data nominate factors that modulate chromatin accessibility as regulators of HSCs and LSCs and suggest that targeting HMGN1 or its downstream effects on histone acetylation could be therapeutically active in AML.
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Project description:The transcription factor CTCF appears indispensable in defining topologically associated domain boundaries and maintaining chromatin loop structures within these domains, supported by numerous functional studies. However, acute depletion of CTCF globally reduces chromatin interactions but does not significantly alter transcription. Here we systematically integrated multi-omics data including ATAC-seq, RNA-seq, WGBS, Hi-C, Cut&Run, CRISPR-Cas9 survival dropout screening, time-solved deep proteomic and phosphoproteomic analyses in cells carrying auxin-induced degron at endogenous CTCF locus. Acute CTCF protein degradation markedly rewired genome-wide chromatin accessibility. Increased accessible chromatin regions were largely located adjacent to CTCF-binding sites at promoter regions and insulator sites and were associated with enhanced transcription of nearby genes. In addition, we used CTCF-associated multi-omics data to establish a combinatorial data analysis pipeline to discover CTCF co-regulatory partners in regulating downstream gene expression. We successfully identified 40 candidates, including multiple established partners (i.e., MYC) supported by all layers of evidence. Interestingly, many CTCF co-regulators (e.g., YY1, ZBTB7A) that have evident alterations of respective downstream gene expression do not show changes at their expression levels across the multi-omics measurements upon acute CTCF loss, highlighting the strength of our system to discover hidden co-regulatory partners associated with CTCF-mediated transcription. This study highlights CTCF loss rewires genome-wide chromatin accessibility, which plays a critical role in transcriptional regulation
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