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Identification of Regulatory Networks in HSCs and Their Immediate Progeny via Integrated Proteome, Transcriptome, and DNA Methylome Analysis

机译:通过整合的蛋白质组,转录组和DNA甲基组分析鉴定HSCs及其直接后代的调控网络

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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 correlates inversely with gene expression at key loci. Our data reveal the differential expression landscape of 493 transcription factors and 682 lncRNAs and highlight specific expression clusters operating in HSCs. We also found an unexpectedly dynamic pattern of transcript isoform regulation, suggesting a critical regulatory role during HSC differentiation, and a cell cycle/DNA repair signature associated with multipotency in MPP2 cells. This study provides a comprehensive genome-wide resource for the functional exploration of molecular, cellular, and epigenetic regulation at the top of the hematopoietic hierarchy.
机译:在这项研究中,我们目前对造血干细胞(HSCs)和四个多能祖细胞(MPP)群体进行定量蛋白质组,转录组和甲基化组分析。通过表征超过6,000种蛋白质,27,000个转录本和15,000个差异甲基化区域(DMR),我们确定了与早期分化步骤相关的协调变化。 DMRs在分化过程中显示出甲基化的连续增加或丢失,并且DNA甲基化的总体变化与关键基因座的基因表达成反比。我们的数据揭示了493个转录因子和682个lncRNA的差异表达格局,并强调了在HSC中运作的特定表达簇。我们还发现了转录物亚型调控的出乎意料的动态模式,表明HSC分化过程中的关键调控作用,以及与MPP2细胞中的多能性相关的细胞周期/ DNA修复信号。这项研究为造血层次顶部的分子,细胞和表观遗传调控的功能探索提供了全基因组范围的资源。

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