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HCK 是急性髓系白血病中与免疫细胞浸润相关的潜在预后生物标志物。

HCK is a Potential Prognostic Biomarker that Correlates with Immune Cell Infiltration in Acute Myeloid Leukemia.

机构信息

Department of Pharmacy, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan 430022, China.

Hubei Province Clinical Research Center for Precision Medicine for Critical Illness, Wuhan 430022, China.

出版信息

Dis Markers. 2022 Mar 4;2022:3199589. doi: 10.1155/2022/3199589. eCollection 2022.

Abstract

BACKGROUND

The tumor microenvironment (TME) plays a significant role in the progression and prognosis of acute myeloid leukemia (AML). This study is aimed at exploring TME-associated biomarkers and identify their potential mechanism in the microenvironment of AML.

METHOD

In this study, the stromal, immune, and ESTIMATE scores of AML patients were evaluated with the ESTIMATE and CIBERSORT algorithms; then, the AML samples were divided into high- and low-score groups. We evaluated the association between clinicopathological characteristics, survival rate, and the stromal/immune/ESTIMATE scores. Furthermore, we identified TME-associated differentially expressed genes (DEGs) then carried out pathway enrichment analysis, protein-protein interaction (PPI) network, Cox regression analysis, and Kaplan-Meier survival analysis to select the most crucial genes. In addition, we further explored the potential mechanism of HCK in the AML microenvironment.

RESULTS

We identified 624 TME-associated DEGs and found that HCK was the most promising biomarker associated with AML. The results of the gene set enrichment analysis (GSEA) indicated that HCK was mainly involved in immune and inflammation-related signaling pathways. In addition, CIBERSORT analysis showed that HCK was closely related to tumor immune infiltration, with HCK expression associated with various infiltrating immune cells, including B cells, T cells, tumor-associated macrophages (TAM), NK cells, plasma cells, eosinophils, and neutrophils. Furthermore, HCK expression was closely related with ELN risk stratification in patients with AML.

CONCLUSION

HCK could regulate immune cell infiltration in the microenvironment of AML and may act as a potential biomarker for the treatment and prognosis of AML patients.

摘要

背景

肿瘤微环境(TME)在急性髓系白血病(AML)的进展和预后中起着重要作用。本研究旨在探讨 TME 相关生物标志物,并确定其在 AML 微环境中的潜在机制。

方法

本研究采用 ESTIMATE 和 CIBERSORT 算法评估 AML 患者的基质、免疫和 ESTIMATE 评分;然后,将 AML 样本分为高评分组和低评分组。我们评估了临床病理特征、生存率与基质/免疫/ESTIMATE 评分之间的相关性。此外,我们鉴定了与 TME 相关的差异表达基因(DEGs),然后进行了通路富集分析、蛋白质-蛋白质相互作用(PPI)网络、Cox 回归分析和 Kaplan-Meier 生存分析,以选择最关键的基因。此外,我们进一步探讨了 HCK 在 AML 微环境中的潜在机制。

结果

我们鉴定了 624 个与 TME 相关的 DEGs,发现 HCK 是与 AML 最相关的最有前途的生物标志物。基因集富集分析(GSEA)的结果表明,HCK 主要参与免疫和炎症相关的信号通路。此外,CIBERSORT 分析表明,HCK 与肿瘤免疫浸润密切相关,HCK 表达与各种浸润免疫细胞有关,包括 B 细胞、T 细胞、肿瘤相关巨噬细胞(TAM)、NK 细胞、浆细胞、嗜酸性粒细胞和中性粒细胞。此外,HCK 表达与 AML 患者的 ELN 危险分层密切相关。

结论

HCK 可调节 AML 微环境中的免疫细胞浸润,可能成为 AML 患者治疗和预后的潜在生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c55e/8916870/994c96145b21/DM2022-3199589.001.jpg

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