Browse
Submit Data
Databases
API
Help

Dataset Information

0 Views

0 Connections

0 Citations

0 Reanalyses

0 Downloads

Omics score: 0

Densely interconnected transcriptional circuits control cell states in human hematopoiesis

ABSTRACT: Tremendous progress has been made in identifying individual transcription factors that regulate hematopoietic differentiation, but many aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression patterns and sequence-based analysis of motifs in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly co-expressed genes, some of which are restricted to a single lineage, but most are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states, suggesting a more complex regulatory system than previously assumed. We functionally validated a subset of candidate factors using RNA interference and ChIP-Seq. Our dataset, analytic tools, and findings, available on a web-based portal, provide a unique resource to study the regulatory architecture of hematopoiesis.

ORGANISM(S): Homo sapiens

PROVIDER: GSE24759 | GEO | 2011/01/21

SECONDARY ACCESSION(S): PRJNA132159

REPOSITORIES: GEO

ACCESS DATA

Json Xml

Dataset's files

Source:

			Action	DRS
		Other

Items per page:

1 - 1 of 1

Similar Datasets

Densely interconnected transcriptional circuits control cell states in human hematopoiesis

Project description:Tremendous progress has been made in identifying individual transcription factors that regulate hematopoietic differentiation, but many aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression patterns and sequence-based analysis of motifs in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly co-expressed genes, some of which are restricted to a single lineage, but most are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states, suggesting a more complex regulatory system than previously assumed. We functionally validated a subset of candidate factors using RNA interference and ChIP-Seq. Our dataset, analytic tools, and findings, available on a web-based portal, provide a unique resource to study the regulatory architecture of hematopoiesis. We defined 38 distinct hematopoietic cell states based on cell surface marker expression, representing hematopoietic stem and progenitor cells, terminally differentiated cells, and intermediate states. For each state, we purified samples separately from 4 to 7 independent donors by multiparameter flow cytometry, yielding 211 profiled samples. Cells from all stem and progenitor populations were purified from umbilical cord blood. Terminally differentiated lymphocyte populations were purified from peripheral blood.

2011-01-21 | E-GEOD-24759 | biostudies-arrayexpress

Transcription factor ChIP-seq in expanded human hematopoietic stem and progenitor cells

2011-01-26 | GSE26014 | GEO

Transcription factor ChIP-seq in expanded human hematopoietic stem and progenitor cells

Project description:While many individual transcription factors are known to regulate hematopoietic differentiation, major aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression and analysis of cis-elements in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly co-expressed genes, some of which are restricted to a single lineage, but most are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states, suggesting a more complex regulatory system than previously assumed. We functionally validated a subset of candidate factors using RNA interference and ChIP-Seq. Our dataset, analytic tools, and findings, available on a web-based portal, provide a unique resource to study the regulatory architecture of hematopoiesis. Human CD133-positive Umbilical Cord Blood (UCB) cells were cross-linked with formaldehyde for 20 min. DNA was enriched by chromatin immunoprecipitation (ChIP) and analyzed by Solexa sequencing. A sample of whole cell extract (WCE) was sequenced and used as the background to determine enrichment. ChIP was performed using an antibody against total TAL1 (Santa Cruz SC-12984), PU.1/SPI1 (Santa Cruz SC-352X), IKAROS (Santa Cruz SC-9859X) and MEIS1 (Abcam ab19867). This submission represents the ChIP-seq component of the study.

2011-01-26 | E-GEOD-26014 | biostudies-arrayexpress

Genome-wide Analysis of Transcriptional Regulators in Human Blood Stem/Progenitor Cells reveals a densely interconnected network of coding and non-coding genes.

Project description:Combinatorial transcription factor (TF) interactions regulate hematopoietic stem cell formation, maintenance and differentiation, and are increasingly recognised as drivers of stem cell signatures in cancer. However, genome-wide combinatorial binding patterns for key regulators do not exist in primary human hematopoietic stem/progenitor cells (HSPCs) and have constrained analysis of the global architecture of the molecular circuits controlling these cells. Here we provide new high-resolution genome-wide binding maps of seven key TFs (FLI1, ERG, GATA2, RUNX1, SCL, LYL1 and LMO2) in human CD34+ HSPCs together with quantitative RNA and microRNA expression profiles. We catalogue binding of TFs at coding genes and microRNA promoters and report that combinatorial binding of all seven TFs is favoured and is associated with differential expression of genes and microRNA in HSPCs. We also uncover a hitherto unrecognized association between FLI1 and RUNX1 pairing in HSPCs, establish a correlation between the density of histone modifications, which mark active enhancers and the number of overlapping TFs at a peak and identify complex relationships between specific miRNAs and coding genes regulated by the heptad. Taken together, this study demonstrates that a heptad of TFs forms a dense auto-regulatory core in human HSPCs with binding of all seven TFs at tissue specific regulatory elements of heptad genes and collectively regulates miRNAs that in turn target components of the heptad and genes regulated by the heptad. Examination of cominatorial binding by 7 transcription factors, 1 IgG control along with mRNA and small RNA sequencing in human CD34+ cells

2013-09-03 | E-GEOD-45144 | biostudies-arrayexpress

Genome-wide Analysis of Transcriptional Regulators in Human Blood Stem/Progenitor Cells reveals a densely interconnected network of coding and non-coding genes.

2013-09-03 | GSE45144 | GEO

Densely interconnected transcriptional circuits control cell states in human hematopoiesis.

Project description:Though many individual transcription factors are known to regulate hematopoietic differentiation, major aspects of the global architecture of hematopoiesis remain unknown. Here, we profiled gene expression in 38 distinct purified populations of human hematopoietic cells and used probabilistic models of gene expression and analysis of cis-elements in gene promoters to decipher the general organization of their regulatory circuitry. We identified modules of highly coexpressed genes, some of which are restricted to a single lineage but most of which are expressed at variable levels across multiple lineages. We found densely interconnected cis-regulatory circuits and a large number of transcription factors that are differentially expressed across hematopoietic states. These findings suggest a more complex regulatory system for hematopoiesis than previously assumed.

| S-EPMC3049864 | biostudies-literature

The transcription factor TAL1 and the miR-17-92 cluster establish a regulatory loop

Project description:A network of gene regulatory factors such as transcription factors and microRNAs establish and maintain the gene expression pattern during hematopoiesis. In this network transcription factors regulate each other and are involved in regulatory loops with microRNAs.The microRNA cluster miR-17-92 is located within the MIR17HG gene and encodes for six mature microRNAs. It is important for hematopoietic differentiation and plays a central role in malignant disease. However, the transcription factors downstream of miR-17-92 are largely elusive and the transcriptional regulation of miR-17-92 is not fully understood. Here we show that miR-17-92 forms a regulatory loop with the transcription factor TAL1. The miR-17-92 cluster inhibits expression of TAL1 and indirectly leads to decreased stability of the TAL1 transcriptional complex. We found that TAL1 and its heterodimerization partner E47 regulate miR-17-92 transcriptionally. Furthermore, miR-17-92 negatively influences erythroid differentiation, a process that depends on gene activation by the TAL1 complex. Our data give example of how transcription factor activity is fine-tuned during normal hematopoiesis. We postulate that disturbance of the regulatory loop between TAL1 and the miR-17-92 cluster could be an important step in cancer development and progression.

2021-09-09 | PXD018052 | Pride

Dose-dependent role of the cohesin complex in normal and malignant hematopoiesis [ATAC-Seq]

Project description:Cohesin complex members have recently been identified as putative tumor suppressors in hematologic and epithelial malignancies. The cohesin complex guides chromosome segregation, however cohesin-mutant leukemias do not show genomic instability. We hypothesized reduced cohesin function alters chromatin structure and disrupts cis-regulatory architecture of hematopoietic progenitors. We investigated the consequences of Smc3 deletion in normal and malignant hematopoiesis. Bi-allelic Smc3 loss induced bone marrow aplasia with premature sister chromatid separation, and revealed an absolute requirement for cohesin in hematopoietic stem cell function. In contrast, Smc3 haploinsufficiency increased self-renewal in vitro and in vivo including competitive transplantation. Smc3 haploinsufficiency reduced coordinated transcriptional output, including reduced expression of transcription factors and other genes associated with lineage commitment. Smc3 haploinsufficiency cooperated with Flt3-ITD to induce acute leukemia in vivo, with potentiated Stat5 signaling and altered nucleolar topology. These data establish a dose-dependency for cohesin in regulating chromatin structure and hematopoietic stem cell function. ATAC-seq in murine c-kit+ cells for the following genotypes: Smc3 fl/+, Smc3 del/+, Flt3-ITD, Smc3 fl/del Flt3-ITD

2015-09-21 | E-GEOD-73215 | biostudies-arrayexpress

Comprehensive Epigenomic Analysis Reveals Dynamic Regulatory Programs Of Blood Development (Dnase-Hypersensitivity)

Project description:Embryonic hematopoiesis is regulated by the coordinated interaction between transcription factors and the epigenetic regulators driving developmental-stage specific gene expression but how this process drives hematopoietic specification and terminal differentiation is poorly understood. Here we generated RNA-Seq, DNase-Seq and ChIP-Seq data for histone marks and transcription factors from ES-cell derived purified cells representing six sequential stages of blood cell specification and differentiation. Our data reveal the binding patterns of specific transcription factors involved in the priming and maintenance of distal elements and inform how binding impacts on promoter activity. Functional studies based on these data uncovered a previously unrecognised role for Hippo signalling in mammalian hematopoietic specification. Finally, we present a dynamic core regulatory network model for hematopoiesis and demonstrate its utility for the design of reprogramming experiments. Our study represents a powerful resource for studying hematopoiesis and demonstrates how such data can advance our understanding of mammalian development. ChIP-seq data of histone modifications and transcription factors, and RNA-seq data obtained from purified cells representing five sequential stages of murine blood cell specification and differentiation

2016-02-26 | E-GEOD-69095 | biostudies-arrayexpress

Comprehensive Epigenomic Analysis Reveals Dynamic Regulatory Programs Of Blood Development (ChIP-seq)

2016-02-26 | E-GEOD-69096 | biostudies-arrayexpress