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热休克因子 1 在急性髓系白血病中的临床意义及潜在机制。

Clinical significance and potential mechanism of heat shock factor 1 in acute myeloid leukemia.

机构信息

First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.

College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan, People's Republic of China.

出版信息

Aging (Albany NY). 2022 Sep 6;14(17):7026-7037. doi: 10.18632/aging.204267.

Abstract

BACKGROUND

Heat shock factor 1 (HSF1) is now considered to have the potential to be used as a prognostic biomarker in cancers. However, its clinical significance and potential function in acute myeloid leukemia (AML) remain underexplored.

METHODS

In this study, the expression pattern and clinical significance of HSF1 in AML were examined by integrating data from databases including The Cancer Genome Atlas (TCGA), The Genotype-Tissue Expression (GTEx), Vizome, Cancer Cell Line Encyclopedia (CCLE) and Gene Expression Omnibus (GEO). Linkedomics was applied to collect HSF1-related genes in AML. GeneMANIA was applied to outline HSF1-related functional networks. CancerSEA analysis, Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA) were performed to mine the potential mechanism of HSF1 in leukemogenesis. Single-sample Gene Set Enrichment Analysis (ssGSEA) was applied to explore the correlation between HSF1 and infiltrating immune cells in AML.

RESULTS

HSF1 expression was elevated in AML compared to healthy controls and indicate a poor overall survival. HSF1 expression was significantly correlated with patients age, associated with patient survival in subgroup of bone marrow blasts (%) >20. Functional analyses indicated that HSF1 plays a role in the metastatic status of AML, and is involved in inflammation-related pathways and biological processes. HSF1 expression was significantly correlated with the immune infiltration of nature killer cells and T cell population.

CONCLUSION

HSF1 plays a vital role in the molecular network of AML pathogenesis, and has the potential to be a biomarker for prognosis prediction.

摘要

背景

热休克因子 1(HSF1)现在被认为具有作为癌症预后生物标志物的潜力。然而,其在急性髓系白血病(AML)中的临床意义和潜在功能仍未得到充分探索。

方法

本研究通过整合来自包括癌症基因组图谱(TCGA)、组织表达基因(GTEx)、Vizome、癌症细胞系百科全书(CCLE)和基因表达综合数据库(GEO)在内的数据库中的数据,来研究 HSF1 在 AML 中的表达模式和临床意义。Linkedomics 用于收集 AML 中与 HSF1 相关的基因。GeneMANIA 用于描绘 HSF1 相关的功能网络。通过癌症 SEA 分析、京都基因与基因组百科全书(KEGG)分析和基因集富集分析(GSEA)来挖掘 HSF1 在白血病发生中的潜在机制。单样本基因集富集分析(ssGSEA)用于探索 HSF1 与 AML 中浸润免疫细胞的相关性。

结果

与健康对照组相比,AML 中 HSF1 的表达升高,且总体生存情况较差。HSF1 表达与患者年龄显著相关,在骨髓原始细胞(%)>20 的亚组中与患者生存相关。功能分析表明 HSF1 在 AML 的转移状态中发挥作用,并与炎症相关途径和生物学过程有关。HSF1 表达与自然杀伤细胞和 T 细胞群体的免疫浸润显著相关。

结论

HSF1 在 AML 发病机制的分子网络中起着至关重要的作用,并有潜力成为预后预测的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3265/9512492/a3cfa8bee585/aging-14-204267-g001.jpg

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