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识别一种与免疫原性细胞死亡相关的基因特征,且 HSPA6 预示急性髓系白血病的不良预后

英文原题:Identifying an immunogenic cell death-related gene signature and HSPA6 infers adverse prognosis in acute myeloid leukemia.

查看英文原题

Identifying an immunogenic cell death-related gene signature and HSPA6 infers adverse prognosis in acute myeloid leukemia.

PubMed 2025/07/28(内容时间) J Cancer Q2 · IF 3.4(JCR 2025)

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中文摘要

免疫原性细胞死亡(ICD)是一种特定形式的调节性细胞死亡,可启动适应性免疫应答。我们旨在探讨免疫原性细胞死亡相关基因(ICDGs)在AML中的意义,采用生物信息学分析、共识聚类、功能富集分析以及细胞系和动物模型中的实验验证相结合的方法。

在此,我们鉴定了34个ICDGs,单细胞分析表明CD8+ T细胞和NK细胞表现出与ICD密切相关的基因表达模式。共识聚类揭示了AML的两种不同亚型(ICD-high和ICD-low),前者与更有利的临床结局和免疫细胞浸润增加相关。通过LASSO回归建立了预测模型,产生了一个包含六个关键ICDGs(FGFBP2、GZMB、ALPK2、NELL2、OPTN、FCGR2B)的风险特征,该特征能够根据总生存期结局成功将患者分为高风险和低风险队列。

值得注意的是,HSPA6成为一个关键ICDG,其在OCI-AML3细胞中的敲低显著抑制增殖并诱导凋亡,提示其作为治疗靶点的潜力。

总之,我们的研究强调了ICD相关基因在预测AML预后中的重要性,并初步开发了一个预后风险特征,可能为个性化治疗策略铺平道路,同时强调需要进一步验证和探索HSPA6在AML中的作用。

展开英文摘要原文

Immunogenic cell death (ICD) represents a specific form of regulatory cell death that initiates an adaptive immune response.

We aimed to investigate the significance of immunogenic cell death-related genes (ICDGs) in AML, utilizing a combination of bioinformatics analysis, consensus clustering, functional enrichment analysis, and experimental validation in cell lines and animal models.

Here, we identified 34 ICDGs, and single-cell analysis indicated that CD8 + T cells and NK cells exhibited gene expression patterns closely associated with ICD. Consensus clustering revealed two distinct subtypes of AML (ICD-high and ICD-low), with the former correlating with more favorable clinical outcomes and heightened infiltration of immune cells.

A predictive model was established through LASSO regression, yielding a risk signature comprising six key ICDGs (FGFBP2, GZMB, ALPK2, NELL2, OPTN, FCGR2B), which successfully categorizes patients into high-risk and low-risk cohorts based on overall survival outcomes.

Notably, HSPA6 emerged as a critical ICDG, with its knockdown in OCI-AML3 cells significantly inhibiting proliferation and inducing apoptosis, suggesting its potential as a therapeutic target. In summary, our research emphasizes the importance of ICD-related genes in predicting the prognosis of AML and initiates the development of a prognostic risk signature that may pave the way for personalized treatment strategies while highlighting the need for further validation and exploration of HSPA6 in AML.

论文信息

作者
Min K、Lu C、Wu X、Zhong S、Ma P、Zheng Y、Xue K、Sun Q
单位
Department of Hematology, the First Affiliated Hospital with Nanjing Medical University, Nanjing, China.China
期刊
Journal of Cancer2025
原文标识
PubMed 40959101 · DOI 10.7150/jca.115717