2014
DOI: 10.1016/j.stem.2014.07.005
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Identification of Regulatory Networks in HSCs and Their Immediate Progeny via Integrated Proteome, Transcriptome, and DNA Methylome Analysis

Abstract: In this study, we present integrated quantitative proteome, transcriptome, and methylome analyses of hematopoietic stem cells (HSCs) and four multipotent progenitor (MPP) populations. From the characterization of more than 6,000 proteins, 27,000 transcripts, and 15,000 differentially methylated regions (DMRs), we identified coordinated changes associated with early differentiation steps. DMRs show continuous gain or loss of methylation during differentiation, and the overall change in DNA methylation correlate… Show more

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Cited by 462 publications
(552 citation statements)
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“…In addition, HIF-1α is transcriptionally induced by Meis1, a transcription factor essential for HSC stemness [13]. Metabolome and flux analysis suggests that HSCs consume less oxygen and activate of glycolysis to a greater extent than their differentiated counterparts [10], an observation partly explained by relatively higher, HIF-1α-dependent expression of factors catalyzing anaerobic glycolysis [14]. HIF-1 also indirectly regulates glycolytic enzyme expression and cell survival through the autocrine Cripto/GRP78 pathway and through expression of Vegf [15].…”
Section: Regulation Of Anaerobic Glycolysis By Hif-1αmentioning
confidence: 99%
“…In addition, HIF-1α is transcriptionally induced by Meis1, a transcription factor essential for HSC stemness [13]. Metabolome and flux analysis suggests that HSCs consume less oxygen and activate of glycolysis to a greater extent than their differentiated counterparts [10], an observation partly explained by relatively higher, HIF-1α-dependent expression of factors catalyzing anaerobic glycolysis [14]. HIF-1 also indirectly regulates glycolytic enzyme expression and cell survival through the autocrine Cripto/GRP78 pathway and through expression of Vegf [15].…”
Section: Regulation Of Anaerobic Glycolysis By Hif-1αmentioning
confidence: 99%
“…This finding is in line with other studies using genome-wide methylation analyses along hematopoietic differentiation, which have shown a gradual gain of methylation during the hematopoietic differentiation process. 45 We identified H2afy2 as the top candidate target gene that was found to be both differentially methylated and among the top differentially expressed genes. Although, in this case, lower methylation levels correlated with lower gene expression levels for H2afy2, this observation is fully compatible with findings from other studies comparing gene expression levels and methylation levels on the global scale, where the classical anti-correlation can be observed on average, while there are also many DMRs that seem to be positively correlated with gene expression.…”
Section: Discussionmentioning
confidence: 99%
“…Although, in this case, lower methylation levels correlated with lower gene expression levels for H2afy2, this observation is fully compatible with findings from other studies comparing gene expression levels and methylation levels on the global scale, where the classical anti-correlation can be observed on average, while there are also many DMRs that seem to be positively correlated with gene expression. 45,46 Another possible explanation for this observation would be that the promoter hypomethylation of H2afy2 is a secondary adaptive effect by which the cells try to counteract the Plcγ1-associated downregulation of H2afy2 by hypomethylation of the promoter region, which then actually leads to a more transcriptionally permissive promoter state. The H2afy2 gene encodes for the histone variant mH2A2.…”
Section: Discussionmentioning
confidence: 99%
“…During normal hematopoietic differentiation, DNA methylation levels have been shown to both increase and decrease as hematopoietic stem cell (HSC) lineage specification progresses. [1][2][3] Recent studies of DNA methylation in hematopoietic stem and progenitor (HSPC) populations have elucidated finely tuned methylation changes taking place during differentiation, as well as identified some of the key regulators and drivers of this epigenetic process. [1][2][3][4] Major questions remain, however, regarding the relationship between DNA methylation status, including location in the genome (intron, exon, promoter, intergenic, etc.…”
mentioning
confidence: 99%
“…), and the resultant effect on overall gene expression. Following up on their recent generation and analysis of DNA methylomes in murine HSCs and 4 closely related multipotent progenitor populations (MPPs) using tagmentation-based whole genome bisulfite sequencing (TWGBS), 1 Lipka et al further categorize the molecular landscape changes in HSPCs during the very early stages of HSC differentiation. 5 They found a number of epigenetic changes that were inversely correlated with gene expression during HSPC differentiation ( Fig.…”
mentioning
confidence: 99%