Transcription factor KLF2 is associated with the dysfunctional status of NK cells and the prognosis of pediatric B-ALL patients.

IF 3.5 3区 医学 Q2 ONCOLOGY Frontiers in Oncology Pub Date : 2025-01-21 eCollection Date: 2024-01-01 DOI:10.3389/fonc.2024.1456004
Fang Wu, Huimin Xu, Benshan Zhang
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Abstract

Background: Natural killer cells, an important component of the innate immune system, can directly recognize and lyse virally infected or transformed cells. However, NK cells fail to restrain the growth of malignancies, such as B-cell acute lymphoblastic leukemia (B-ALL). The molecular genetics of NK cells in the B-ALL bone marrow microenvironment and the mechanisms underlying the inhibited function of NK cells at the single-cell level remain largely elusive.

Methods: In this study, we studied the frequency and absolute number of NK cells in peripheral blood samples collected from 43 healthy volunteers and 104 pediatric B-ALL patients diagnosed at Hunan Children's Hospital. We also analyzed published single-cell RNA sequencing (scRNAseq) data from B-ALL and normal bone marrow samples using unsupervised clustering. Our findings were further validated using bulk transcriptomic data and clinical data from a cohort of 139 B-ALL bone marrow samples.

Results: We found that the frequency and number of NK cells were significantly decreased in the bone marrow and peripheral blood of B-ALL patients. In-depth analysis of scRNAseq data identified 12 NK cell clusters. Among them, the C2 cluster, which is present in healthy bone marrow but reduced in B-ALL bone marrow, displays overexpression of a transcription factor KLF2 and a significant downregulation of the "leukocyte proliferation" pathway. Furthermore, we found that the expression of KLF2 in B-ALL at diagnosis was positively correlated with the percentage of leukemia cells and the positive rate of minimal residual disease (MRD), indicating that KLF2 is a marker of poor prognosis.

Conclusion: There are dramatic differences at the single-cell level in the transcriptomics of NK cells between healthy donors and B-ALL patients. A transcription factor, KLF2, which is enriched in the C2 cluster of NK cells, has been suggested to regulate the proliferation of NK cells and is associated with poor prognosis of pediatric B-ALL.

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转录因子KLF2与NK细胞功能失调状态和儿童B-ALL患者预后相关。
背景:自然杀伤细胞是先天免疫系统的重要组成部分,可以直接识别和分解病毒感染或转化的细胞。然而,NK细胞不能抑制恶性肿瘤的生长,如b细胞急性淋巴细胞白血病(B-ALL)。B-ALL骨髓微环境中NK细胞的分子遗传学和单细胞水平上NK细胞抑制功能的机制在很大程度上仍然是未知的。方法:对43名健康志愿者和104名在湖南省儿童医院诊断的b型all患儿外周血NK细胞的频率和绝对数量进行了研究。我们还使用无监督聚类分析了已发表的B-ALL和正常骨髓样本的单细胞RNA测序(scRNAseq)数据。通过大量转录组数据和139例B-ALL骨髓样本的临床数据,我们的研究结果得到了进一步验证。结果:我们发现B-ALL患者骨髓和外周血中NK细胞的频率和数量明显降低。对scRNAseq数据进行深入分析,鉴定出12个NK细胞簇。其中,C2簇在健康骨髓中存在,但在B-ALL骨髓中减少,其转录因子KLF2过表达,“白细胞增殖”通路显著下调。此外,我们发现诊断时B-ALL中KLF2的表达与白血病细胞百分比和最小残留病(MRD)阳性率呈正相关,表明KLF2是预后不良的标志。结论:健康供者与B-ALL患者NK细胞转录组学在单细胞水平上存在显著差异。一种富集于NK细胞C2簇的转录因子KLF2被认为可以调节NK细胞的增殖,并与儿童B-ALL的不良预后有关。
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来源期刊
Frontiers in Oncology
Frontiers in Oncology Biochemistry, Genetics and Molecular Biology-Cancer Research
CiteScore
6.20
自引率
10.60%
发文量
6641
审稿时长
14 weeks
期刊介绍: Cancer Imaging and Diagnosis is dedicated to the publication of results from clinical and research studies applied to cancer diagnosis and treatment. The section aims to publish studies from the entire field of cancer imaging: results from routine use of clinical imaging in both radiology and nuclear medicine, results from clinical trials, experimental molecular imaging in humans and small animals, research on new contrast agents in CT, MRI, ultrasound, publication of new technical applications and processing algorithms to improve the standardization of quantitative imaging and image guided interventions for the diagnosis and treatment of cancer.
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