Potential molecular mechanisms of ETV6-RUNX1-positive B progenitor cell cluster in acute lymphoblastic leukemia revealed by single-cell RNA sequencing.

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
ACS Applied Bio Materials Pub Date : 2024-11-01 eCollection Date: 2024-01-01 DOI:10.7717/peerj.18445
Ning Qu, Yue Wan, Xin Sui, Tianyi Sui, Yang Yang
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引用次数: 0

Abstract

Aim: This study was to explore role of immune landscape and the immune cells in acute lymphoblastic leukemia (ALL) progression.

Background: 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.

Objective: This study was to explore role of immune landscape and the immune cells in ALL progression.

Methods: 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.

Results: 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).

Conclusion: 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.

单细胞RNA测序揭示急性淋巴细胞白血病中ETV6-RUNX1阳性B祖细胞群的潜在分子机制
目的:本研究旨在探讨免疫景观和免疫细胞在急性淋巴细胞白血病(ALL)进展中的作用:背景:儿童ALL最常见的基因改变是ETV6-RUNX1融合。由于细胞周期的不规则性,B祖细胞的增殖可能会加速疾病的进展。然而,特定细胞群影响细胞周期并促进ALL进展的机制仍不十分清楚:本研究旨在探索免疫景观和免疫细胞在ALL进展中的作用:方法:使用Seurat软件包对GSE132509获得的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对每个聚类中发现的差异高表达基因进行通路注释分析。使用 inferCNV 软件包对染色体扩增和缺失进行了分析。SCENIC 评估了细胞中转录因子的调控和靶基因的形成。cellphoneDB 和 CellChat 用于推断介导亚群之间相互作用的配体-受体对。使用RT-qPCR、Transwell和划痕愈合试验评估了靶基因在调控ALL进展中的作用:GSE132509中来自ETV6-RUNX1和健康儿科样本的骨髓单核细胞(BMMCs)被分为11个群集,B细胞群集1被鉴定为B祖细胞,其在染色体6p上扩增。B 祖细胞被分为 7 个群集。第5群B祖细胞染色体6p上扩增基因的表达水平最高,其特定的高表达基因被注释为促进细胞周期进展的通路。B 祖细胞群 5 中形成的调控子均参与促进细胞周期的进展,因此被认为是推动细胞周期进展的 B 祖细胞群。B 祖细胞的关键调控因子是 E2F1,它能促进细胞系 HAP1 的迁移和侵袭能力。介导B祖细胞群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):该研究概述了ETV6-RUNX1 ALL的免疫细胞图谱,确定了B祖细胞中的染色体6p扩增,描述了驱动细胞周期进展的主要B祖细胞集群及其对NK细胞和T细胞的潜在调控机制,为ETV6-RUNX1 ALL提供了细胞和分子方面的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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