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高 CX3CR1 表达预示着接受高白细胞血症治疗的小儿急性髓系白血病预后不良。

High CX3CR1 expression predicts poor prognosis in paediatric acute myeloid leukaemia undergoing hyperleukocytosis.

机构信息

Department of Hematology, the First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, People's Republic of China.

Data Science and Technology, The Hong Kong University of Science and Technology, Hong Kong, People's Republic of China.

出版信息

Int J Lab Hematol. 2023 Feb;45(1):53-63. doi: 10.1111/ijlh.13963. Epub 2022 Sep 5.

Abstract

INTRODUCTION

Paediatric AML patients with hyperleukocytosis have a poor prognosis and higher early mortality. Therefore, more studies are needed to explore relevant prognostic indicators and develop effective prevention strategies for this type of childhood AML.

METHODS

All original data were obtained from the TARGET database. First, we explored meaningful differentially expressed genes (DEGs) between the hyperleukocytosis group and the non-hyperleukocytosis group. Next, we screened and identified valuable target genes using univariate Cox regression, Cytoscape software, and Kaplan-Meier survival curves. Finally, the coexpressed genes, functional networks, and immune-related activities associated with the target gene were deeply analysed by the GeneMANIA, LinkedOmics, GEPIA2021, TISIDB, and GSCA databases.

RESULTS

We selected 1229 DEGs between the hyperleukocytosis group and the non-hyperleukocytosis group in paediatric AML patients. Among them, 495 DEGs were significantly linked with the overall survival of paediatric AML patients. Further, we discovered that CX3CR1 was a promising target gene. Meanwhile, we identified CX3CR1 as an independent prognostic predictor. Besides, we showed that CX3CR1 had strong physical interactions with CX3CL1. Additionally, functional network analysis suggested that CX3CR1 and its coexpressed genes modulated immune response pathways. Subsequent analysis found that immune cells with a high median value of CX3CR1 were monocytes, resting NK cells and CD8 T cells. Finally, we observed that CX3CR1 expression correlated with infiltrating levels of immune cells and immune signatures.

CONCLUSION

Elevated CX3CR1 expression may be an adverse prognostic indicator in paediatric AML patients undergoing hyperleukocytosis. Moreover, CX3CR1 may serve as an immunotherapeutic target for AML with hyperleukocytosis in children.

摘要

简介

患有高白细胞血症的儿科急性髓细胞白血病患者预后较差,早期死亡率较高。因此,需要更多的研究来探索相关的预后指标,并为这种类型的儿童急性髓细胞白血病制定有效的预防策略。

方法

所有原始数据均来自 TARGET 数据库。首先,我们在高白细胞血症组和非高白细胞血症组之间探索有意义的差异表达基因(DEGs)。接下来,我们使用单变量 Cox 回归、Cytoscape 软件和 Kaplan-Meier 生存曲线筛选和鉴定有价值的靶基因。最后,通过 GeneMANIA、LinkedOmics、GEPIA2021、TISIDB 和 GSCA 数据库对与靶基因相关的共表达基因、功能网络和免疫相关活性进行深入分析。

结果

我们在儿科急性髓细胞白血病患者中选择了 1229 个高白细胞血症组和非高白细胞血症组之间的差异表达基因。其中,495 个 DEGs 与儿科急性髓细胞白血病患者的总生存率显著相关。进一步发现,CX3CR1 是一个很有前途的靶基因。同时,我们发现 CX3CR1 是一个独立的预后预测因子。此外,我们表明 CX3CR1 与 CX3CL1 具有很强的物理相互作用。此外,功能网络分析表明,CX3CR1 及其共表达基因调节免疫反应途径。进一步分析发现,CX3CR1 表达值较高的免疫细胞是单核细胞、静止 NK 细胞和 CD8 T 细胞。最后,我们观察到 CX3CR1 的表达与免疫细胞的浸润水平和免疫特征相关。

结论

CX3CR1 表达升高可能是高白细胞血症儿科急性髓细胞白血病患者的不良预后指标。此外,CX3CR1 可能成为儿童高白细胞血症急性髓细胞白血病的免疫治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8704/10087374/da9c07bd56c3/IJLH-45-53-g002.jpg

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