Pediatrics Department, Jinzhou Central Hospital, Jinzhou, China.
Oncology Department, Jinzhou Central Hospital, Jinzhou, China.
PeerJ. 2024 Nov 1;12:e18445. doi: 10.7717/peerj.18445. eCollection 2024.
This study was to explore role of immune landscape and the immune cells in acute lymphoblastic leukemia (ALL) progression.
The most prevalent genetic alteration in childhood ALL is the ETV6-RUNX1 fusion. The increased proliferation of B progenitor cells could expedite the disease's progression due to irregularities in the cell cycle. Nevertheless, the mechanisms by which particular cell clusters influence the cell cycle and promote the advancement of ALL are still not well understood.
This study was to explore role of immune landscape and the immune cells in ALL progression.
Single-cell RNA sequencing (scRNA-seq) data of ETV6-RUNX1 and healthy pediatric samples obtained from GSE132509 were clustered and annotated using the Seurat package, and differentially highly expressed genes identified in each cluster were analyzed using DAVID for pathway annotation. Chromosome amplification and deletion were analyzed using the inferCNV package. SCENIC evaluated the regulation of transcription factors and target gene formation in cells. cellphoneDB and CellChat were served to infer ligand-receptor pairs that mediate interactions between subpopulations. The role of the target gene in regulating ALL progression was assessed using RT-qPCR, Transwell and scratch healing assays.
The bone marrow mononuclear cells (BMMCs) from ETV6-RUNX1 and healthy pediatric samples in GSE132509 were divided into 11 clusters, and B cell cluster 1 was identified as B progenitor cell, which was amplified on chromosome 6p. B progenitor cells were divided into seven clusters. Expression levels of amplified genes in chromosome 6p of B progenitor cell cluster 5 were the highest, and its specific highly expressed genes were annotated to pathways promoting cell cycle progression. Regulons formed in B progenitor cell cluster 5 were all involved in promoting cell cycle progression, so it was regarded as the B progenitor cell cluster that drives cell cycle progression. The key regulator of the B progenitor cell is E2F1, which promotes the migration and invasion ability of the cell line HAP1. The major ligand-receptor pairs that mediate the communication of B progenitor cell cluster 5 with cytotoxic NK/T cells or naive T cells included FAM3C-CLEC2D, CD47-SIRPG, HLAE-KLRC2, and CD47-KLRC2. HLAE-KLRC1 and TGFB1-(TGFBR1+TGFBR2).
This study outlined the immune cell landscape of ETV6-RUNX1 ALL and identified chromosome 6p amplification in B progenitor cells, described the major B progenitor cell cluster driving cell cycle progression and its potential regulatory mechanisms on NK cells and T cells, providing cellular and molecular insights into ETV6-RUNX1 ALL.
本研究旨在探讨免疫图谱和免疫细胞在急性淋巴细胞白血病(ALL)进展中的作用。
儿童 ALL 中最常见的遗传改变是 ETV6-RUNX1 融合。由于细胞周期异常,B 祖细胞的过度增殖可能会加速疾病的进展。然而,特定细胞簇如何影响细胞周期并促进 ALL 的进展尚不清楚。
本研究旨在探讨免疫图谱和免疫细胞在 ALL 进展中的作用。
使用 Seurat 软件包对来自 GSE132509 的 ETV6-RUNX1 和健康儿科样本的单细胞 RNA 测序(scRNA-seq)数据进行聚类和注释,并使用 DAVID 分析每个簇中差异高表达的基因进行通路注释。染色体扩增和缺失使用 inferCNV 软件包进行分析。SCENIC 评估细胞中转录因子的调节和靶基因的形成。cellphoneDB 和 CellChat 用于推断介导亚群间相互作用的配体-受体对。使用 RT-qPCR、Transwell 和划痕愈合测定评估靶基因在调节 ALL 进展中的作用。
GSE132509 中的 ETV6-RUNX1 和健康儿科样本的骨髓单核细胞(BMMC)分为 11 个簇,B 细胞簇 1 被鉴定为 B 祖细胞,其在 6p 染色体上扩增。B 祖细胞分为 7 个簇。B 祖细胞簇 5 中染色体 6p 扩增基因的表达水平最高,其特异性高表达基因被注释为促进细胞周期进展的途径。B 祖细胞簇 5 中形成的调控网络均参与促进细胞周期进展,因此被认为是驱动细胞周期进展的 B 祖细胞簇。B 祖细胞的关键调节因子是 E2F1,它促进细胞系 HAP1 的迁移和侵袭能力。介导 B 祖细胞簇 5 与细胞毒性 NK/T 细胞或幼稚 T 细胞通讯的主要配体-受体对包括 FAM3C-CLEC2D、CD47-SIRPG、HLAE-KLRC2 和 CD47-KLRC2。HLAE-KLRC1 和 TGFB1-(TGFBR1+TGFBR2)。
本研究概述了 ETV6-RUNX1 ALL 的免疫细胞图谱,鉴定了 B 祖细胞中的 6p 染色体扩增,描述了主要的 B 祖细胞簇驱动细胞周期进展及其对 NK 细胞和 T 细胞的潜在调节机制,为 ETV6-RUNX1 ALL 提供了细胞和分子见解。