School of Medical Sciences.
Adult Cancer Program, and.
Blood. 2021 Oct 21;138(16):1441-1455. doi: 10.1182/blood.2020009707.
Changes in gene regulation and expression govern orderly transitions from hematopoietic stem cells to terminally differentiated blood cell types. These transitions are disrupted during leukemic transformation, but knowledge of the gene regulatory changes underpinning this process is elusive. We hypothesized that identifying core gene regulatory networks in healthy hematopoietic and leukemic cells could provide insights into network alterations that perturb cell state transitions. A heptad of transcription factors (LYL1, TAL1, LMO2, FLI1, ERG, GATA2, and RUNX1) bind key hematopoietic genes in human CD34+ hematopoietic stem and progenitor cells (HSPCs) and have prognostic significance in acute myeloid leukemia (AML). These factors also form a densely interconnected circuit by binding combinatorially at their own, and each other's, regulatory elements. However, their mutual regulation during normal hematopoiesis and in AML cells, and how perturbation of their expression levels influences cell fate decisions remains unclear. In this study, we integrated bulk and single-cell data and found that the fully connected heptad circuit identified in healthy HSPCs persists, with only minor alterations in AML, and that chromatin accessibility at key heptad regulatory elements was predictive of cell identity in both healthy progenitors and leukemic cells. The heptad factors GATA2, TAL1, and ERG formed an integrated subcircuit that regulates stem cell-to-erythroid transition in both healthy and leukemic cells. Components of this triad could be manipulated to facilitate erythroid transition providing a proof of concept that such regulatory circuits can be harnessed to promote specific cell-type transitions and overcome dysregulated hematopoiesis.
基因调控和表达的变化控制着造血干细胞向终末分化的血细胞类型的有序转变。这些转变在白血病转化过程中被打乱,但支持这一过程的基因调控变化的知识仍然难以捉摸。我们假设,鉴定健康造血细胞和白血病细胞中的核心基因调控网络,可以深入了解扰乱细胞状态转变的网络改变。一组七转录因子(LYL1、TAL1、LMO2、FLI1、ERG、GATA2 和 RUNX1)结合人类 CD34+造血干细胞和祖细胞(HSPC)中的关键造血基因,并在急性髓系白血病(AML)中具有预后意义。这些因子通过在自身和彼此的调节元件上组合结合,形成一个密集的相互连接的回路。然而,它们在正常造血和 AML 细胞中的相互调节,以及它们的表达水平的干扰如何影响细胞命运决定仍然不清楚。在这项研究中,我们整合了批量和单细胞数据,发现健康 HSPC 中鉴定的完全连接的七因子环仍然存在,在 AML 中只有微小的改变,并且关键七因子调节元件的染色质可及性在健康祖细胞和白血病细胞中都预测了细胞身份。七因子 GATA2、TAL1 和 ERG 形成了一个整合的亚回路,调节健康和白血病细胞中的干细胞向红细胞的转变。这个三联体的组成部分可以被操纵,以促进红细胞的转变,这为这样的调控回路可以被利用来促进特定的细胞类型转变并克服失调的造血提供了一个概念验证。