RNF43 p.G659fs 通过 PI3K/AKT/mTOR 信号通路和 HLA-E 上调导致 MSI-high 结直肠癌中 NK 细胞功能障碍
RNF43 p.G659fs leads to natural killer cell dysfunction in MSI-high colorectal cancer through PI3K/AKT/mTOR signaling and HLA-E up-regulation.
CELL INTELLIGENCE · 肿瘤细胞治疗研究
肿瘤细胞治疗研究
英文原题:Transcription factor KLF2 is associated with the dysfunctional status of NK cells and the prognosis of pediatric B-ALL patients.
Transcription factor KLF2 is associated with the dysfunctional status of NK cells and the prognosis of pediatric B-ALL patients.
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在健康供者与 B-ALL 患者之间,NK 细胞转录组在单细胞水平上存在显著差异。富集于 NK 细胞 C2 簇的转录因子 KLF2 被认为可调控 NK 细胞增殖,并与儿童 B-ALL 的不良预后相关。
NK 细胞是固有免疫系统的重要组成部分,能够直接识别并裂解病毒感染或转化的细胞。然而,NK细胞无法抑制恶性肿瘤的生长,例如B细胞急性淋巴细胞白血病(B-ALL)。NK细胞在B-ALL骨髓微环境中的分子遗传学特征以及在单细胞水平上NK细胞功能受抑的机制在很大程度上仍不清楚。
本研究检测了湖南儿童医院采集的43名健康志愿者和104名儿童B-ALL患者外周血样本中NK细胞的频率和绝对数量。我们还利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。我们的发现进一步通过一批139例B-ALL骨髓样本的批量转录组数据和临床数据进行了验证。
我们发现,B-ALL患者骨髓和外周血中NK细胞的频率和数量显著降低。对scRNAseq数据的深入分析鉴定出12个NK细胞簇。其中,C2簇存在于健康骨髓中,但在B-ALL骨髓中减少,该簇显示转录因子KLF2过表达以及“白细胞增殖”通路显著下调。此外,我们发现B-ALL诊断时KLF2的表达与白血病细胞百分比和微小残留病(MRD)阳性率呈正相关,表明KLF2是预后不良的标志物。
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.
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.
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.
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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