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代谢相关基因SLC25A21的低表达预示急性髓系白血病患者预后不良。

Low expression of the metabolism-related gene SLC25A21 predicts unfavourable prognosis in patients with acute myeloid leukaemia.

作者信息

Wang Wenjun, Liang Qian, Zhao Jingyu, Pan Hong, Gao Zhen, Fang Liwei, Zhou Yuan, Shi Jun

机构信息

Regenerative Medicine Clinic, State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology and Blood Diseases Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, China.

出版信息

Front Genet. 2022 Sep 30;13:970316. doi: 10.3389/fgene.2022.970316. eCollection 2022.

Abstract

Acute myeloid leukaemia (AML) is a heterogeneous disease associated with poor outcomes. To identify AML-specific genes with prognostic value, we analysed transcriptome and clinical information from The Cancer Genome Atlas (TCGA) database, Gene Expression Omnibus (GEO) datasets, and Genotype-Tissue Expression (GTEx) project. The metabolism-related gene, was found to be significantly downregulated in AML, and was associated with high white blood cell (WBC) counts, high pretrial blood (PB) and bone marrow (BM) blast abundance, mutation, mutation, and death events (all value <0.05). We validated the expression of in our clinical cohort, and found that was downregulated in AML. Moreover, we identified low expression of as an independent prognostic factor by univariate Cox regression (hazard ratio [HR]: 0.550; 95% Confidence interval [CI]: 0.358-0.845; value = 0.006) and multivariate Cox regression analysis (HR: 0.341; 95% CI: 0.209-0.557; value <0.05). A survival prediction nomogram was established with a C-index of 0.735, which indicated reliable prognostic prediction. Subsequently, based on the median expression level, patients in the TCGA-LAML cohort were divided into low- and high-expression groups. Gene ontology (GO) function and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses of DEGs highlighted growth factor binding, extracellular structure organization, cytokine‒cytokine receptor interaction, etc. The results of gene set enrichment analysis (GSEA) indicated that the epithelial-mesenchymal transition, KRAS signalling, oxidative phosphorylation, and reactive oxygen species pathways were enriched. Through gene coexpression and protein‒protein interaction (PPI) network analysis, we identified two hub genes, and , which were linked to worse clinical outcomes. Furthermore, we found that lower expression was closely associated with a significant reduction in the levels of infiltrating immune cells, which might be associated with immune escape of AML cells. A similar trend was observed for the expression of checkpoint genes (, , , and ). Finally, drug sensitivity testing suggested that the low-expression group is sensitive to doxorubicin, mitomycin C, linifanib but resistant to JQ1, belinostat, and dasatinib. Hence, our study demonstrated that a low expression level of predicts an unfavourable prognosis in patients with AML.

摘要

急性髓系白血病(AML)是一种预后较差的异质性疾病。为了鉴定具有预后价值的AML特异性基因,我们分析了来自癌症基因组图谱(TCGA)数据库、基因表达综合数据库(GEO)数据集以及基因型-组织表达(GTEx)项目的转录组和临床信息。发现代谢相关基因在AML中显著下调,并且与高白细胞(WBC)计数、高预处理前血液(PB)和骨髓(BM)原始细胞丰度、 突变、 突变及死亡事件相关(所有 值<0.05)。我们在临床队列中验证了 基因的表达,发现其在AML中下调。此外,通过单因素Cox回归(风险比[HR]:0.550;95%置信区间[CI]:0.358 - 0.845; 值 = 0.006)和多因素Cox回归分析(HR:0.341;95% CI:0.209 - 0.557; 值<0.05),我们确定低表达的 为独立预后因素。建立了生存预测列线图,C指数为0.735,表明预后预测可靠。随后,基于TCGA-LAML队列中 的中位表达水平,将患者分为低表达组和高表达组。差异表达基因(DEGs)的基因本体(GO)功能和京都基因与基因组百科全书(KEGG)通路富集分析突出了生长因子结合、细胞外结构组织、细胞因子-细胞因子受体相互作用等。基因集富集分析(GSEA)结果表明上皮-间质转化、KRAS信号传导、氧化磷酸化和活性氧通路被富集。通过基因共表达和蛋白质-蛋白质相互作用(PPI)网络分析,我们鉴定出两个枢纽基因 和 ,它们与更差的临床结果相关。此外,我们发现较低的 表达与浸润免疫细胞水平的显著降低密切相关,这可能与AML细胞的免疫逃逸有关。在检查点基因( 、 、 和 )的表达方面也观察到类似趋势。最后,药物敏感性测试表明低表达 的组对阿霉素、丝裂霉素C、林尼法尼敏感,但对JQ1、贝利司他和达沙替尼耐药。因此,我们的研究表明低水平的 表达预示AML患者预后不良。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/142a/9562002/22cc3ff2301e/fgene-13-970316-g001.jpg

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