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基于单细胞转录组分析定义的儿童 T 细胞急性淋巴细胞白血病 blast 特征和 MRD 相关免疫环境变化。

Pediatric T-cell acute lymphoblastic leukemia blast signature and MRD associated immune environment changes defined by single cell transcriptomics analysis.

机构信息

Aflac Cancer and Blood Disorders Center, Children's Healthcare of Atlanta, Atlanta, GA, USA.

Department of Pediatrics, Emory University School of Medicine, Atlanta, GA, USA.

出版信息

Sci Rep. 2023 Aug 2;13(1):12556. doi: 10.1038/s41598-023-39152-z.

Abstract

Different driver mutations and/or chromosomal aberrations and dysregulated signaling interactions between leukemia cells and the immune microenvironment have been implicated in the development of T-cell acute lymphoblastic leukemia (T-ALL). To better understand changes in the bone marrow microenvironment and signaling pathways in pediatric T-ALL, bone marrows collected at diagnosis (Dx) and end of induction therapy (EOI) from 11 patients at a single center were profiled by single cell transcriptomics (10 Dx, 5 paired EOI, 1 relapse). T-ALL blasts were identified by comparison with healthy bone marrow cells. T-ALL blast-associated gene signature included SOX4, STMN1, JUN, HES4, CDK6, ARMH1 among the most significantly overexpressed genes, some of which are associated with poor prognosis in children with T-ALL. Transcriptome profiles of the blast cells exhibited significant inter-patient heterogeneity. Post induction therapy expression profiles of the immune cells revealed significant changes. Residual blast cells in MRD+ EOI samples exhibited significant upregulation (P < 0.01) of PD-1 and RhoGDI signaling pathways. Differences in cellular communication were noted in the presence of residual disease in T cell and hematopoietic stem cell compartments in the bone marrow. Together, these studies generate new insights and expand our understanding of the bone marrow landscape in pediatric T-ALL.

摘要

不同的驱动突变和/或染色体异常以及白血病细胞与免疫微环境之间失调的信号相互作用,与 T 细胞急性淋巴细胞白血病(T-ALL)的发展有关。为了更好地了解儿科 T-ALL 中骨髓微环境和信号通路的变化,我们对单个中心的 11 名患者在诊断时(Dx)和诱导治疗结束时(EOI)采集的骨髓进行了单细胞转录组学分析(10 个 Dx,5 个配对 EOI,1 个复发)。通过与健康骨髓细胞比较,鉴定出 T-ALL blasts。T-ALL blast 相关基因特征包括 SOX4、STMN1、JUN、HES4、CDK6、ARMH1 等基因表达显著上调,其中一些与 T-ALL 患儿的不良预后相关。blast 细胞的转录组谱表现出显著的个体间异质性。诱导治疗后免疫细胞的表达谱显示出显著变化。MRD+EOI 样本中残留的 blast 细胞表现出 PD-1 和 RhoGDI 信号通路的显著上调(P<0.01)。在骨髓中 T 细胞和造血干细胞区室存在残留疾病时,观察到细胞间通讯的差异。这些研究为我们提供了新的见解,扩展了我们对儿科 T-ALL 中骨髓景观的理解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3470/10397284/2161afffa3a8/41598_2023_39152_Fig1_HTML.jpg

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