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铜死亡相关亚型的确定、预后模型的建立以及急性髓系白血病肿瘤微环境浸润的特征分析。

Determination of Cuproptosis-related Subtypes, Development of a Prognostic Model, and Characterization of Tumor Microenvironment Infiltration in Acute Myeloid Leukemia.

机构信息

Department of Hematology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, P.R. China.

Department of Hematology, Shanghai Municipal Hospital of Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, P.R. China

出版信息

Anticancer Res. 2023 Sep;43(9):3943-3960. doi: 10.21873/anticanres.16582.

Abstract

BACKGROUND/AIM: Acute myeloid leukemia (AML) is a severe malignancy of the bone marrow marked by an abnormal accumulation of bone marrow precursors. Cuproptosis is a recently identified type of copper-dependent regulatory cell apoptosis that relies on mitochondrial respiration. However, its participation in the development of AML remains unclear. This study analyzed the association between cuproptosis-related genes and the prognosis of AML patients.

MATERIALS AND METHODS

Cases of AML were acquired from TCGA, GEO, and TARGET and the molecular subgroups characterized by genes associated with cuproptosis, besides the associated cell infiltration of the tumor microenvironment (TME) were investigated. The cuproptosis score was developed using the minor absolute shrinkage and selection operator (LASSO) tool to evaluate the cuproptosis features of a single tumor sample.

RESULTS

Two distinct molecular subgroups related to cuproptosis were discovered in AML with different prognoses. The cellular infiltration assay of TME showed immunological heterogeneity between the two subtypes. The cuproptosis score predicted tumor subgroups, immunity, and prognosis. A small cuproptosis value was marked by a good prognosis, whereas the anti-PD-1/PD-L1 immunotherapy group suggested the same cuproptosis group was related to an elevated immunotherapy potency.

CONCLUSION

The cuproptosis score is a biomarker important for determining the molecular subgroups, prognosis, TME cell infiltration features, and immunotherapeutic efficacy of individuals with leukemia.

摘要

背景/目的:急性髓系白血病(AML)是一种严重的骨髓恶性肿瘤,其特征是骨髓前体细胞异常积聚。铜死亡是一种最近发现的依赖于线粒体呼吸的铜依赖性调节细胞凋亡类型。然而,其在 AML 发展中的参与仍不清楚。本研究分析了铜死亡相关基因与 AML 患者预后之间的关联。

材料和方法

从 TCGA、GEO 和 TARGET 中获取 AML 病例,并对与铜死亡相关的基因所特征的分子亚群以及肿瘤微环境(TME)的相关细胞浸润进行了研究。使用最小绝对收缩和选择算子(LASSO)工具开发铜死亡评分,以评估单个肿瘤样本的铜死亡特征。

结果

在 AML 中发现了两个与铜死亡相关的不同预后的独特分子亚群。TME 的细胞浸润分析显示两个亚型之间存在免疫异质性。铜死亡评分预测肿瘤亚群、免疫和预后。小的铜死亡值预示着良好的预后,而抗 PD-1/PD-L1 免疫治疗组表明相同的铜死亡组与免疫治疗效果增强有关。

结论

铜死亡评分是一个重要的生物标志物,可用于确定白血病个体的分子亚群、预后、TME 细胞浸润特征和免疫治疗效果。

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