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下调的膜联蛋白 A1 表达与尤因肉瘤的不良预后、转移和免疫抑制微环境相关。

Downregulated annexin A1 expression correlates with poor prognosis, metastasis, and immunosuppressive microenvironment in Ewing's sarcoma.

机构信息

Kunming Medical University, Kunming, China.

Laboratory of Yunnan Traumatology and Orthopedics Clinical Medical Center, Yunnan Orthopedics and Sports Rehabilitation Clinical Medical Research Center, Department of Orthopedic Surgery, 920th Hospital of Joint Logistics Support Force of PLA, Kunming, China.

出版信息

Aging (Albany NY). 2023 Mar 28;15(6):2321-2346. doi: 10.18632/aging.204615.

Abstract

OBJECTIVE

Ewing's sarcoma (ES) is a common bone malignancy in children and adolescents that severely affects the prognosis of patients. The aim of this study was to identify novel biomarkers and potential therapeutic targets for ES.

METHODS

Highly prognosis-related hub genes were identified by independent prognostic analysis in the GSE17679 dataset. We then performed survival analysis, Cox regression analysis and clinical correlation analysis on the key gene and validated them with the GSE63157, GSE45544 and GSE73166 datasets. Differentially expressed genes (DEGs) were screened based on the high and low expression of key gene, Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses, Gene Set Enrichment Analysis (GSEA), and Gene Set Variation Analysis (GSVA) were performed to explore the underlying mechanisms of ES, and significant module genes were established based on protein-protein interaction (PPI) networks. Furthermore, the correlations between module genes and the immune microenvironment were analyzed and the correlations between the key gene and immune infiltration levels in sarcoma were investigated using TIMER and TISIDB. Finally, the expression levels of these key genes in ES cell lines (RD-ES and A673 cells) were further validated by real-time quantitative PCR (RT-qPCR). CCK-8 and EdU assays were performed to assess the effect of ANXA1 knockdown on RD-ES cell proliferation.

RESULTS

ANXA1 was identified as a key gene for ES prognosis. The overall survival (OS) time of patients with low ANXA1 expression was shorter, and the expression level of ANXA1 in the metastatic group was significantly lower than that in the primary group (P<0.01). Additionally, the abundance of 12 immune cells in the ANXA1 low-expression group was significantly lower than that in the high-expression group (all P<0.05), which may be related to the inhibition of the immune microenvironment. A PPI network was constructed based on 96 DEGs to further identify the five ANXA1-related module genes (COL1A2, MMP9, VIM, S100A11 and S100A4). The expression levels of ANXA1, COL1A2, MMP9, VIM, S100A11 and S100A4 were significantly different between ES cell lines and mesenchymal stem cells after validation in two ES cell lines (all P<0.01). Among these genes, ANXA1, COL1A2, MMP9, VIM and S100A4 were significantly associated with the prognosis of ES patients (all P<0.05). Importantly, ANXA1 knockdown significantly promoted the proliferation of RD-ES cells, which may explain the susceptibility to ES metastasis in the ANXA1 low-expression group.

CONCLUSIONS

ANXA1 may serve as an independent prognostic biomarker for ES patients and is associated with metastasis and the immunosuppressive microenvironment in ES, which needs to be validated in further studies.

摘要

目的

尤文肉瘤(ES)是儿童和青少年中常见的骨恶性肿瘤,严重影响患者的预后。本研究旨在确定 ES 的新型生物标志物和潜在治疗靶点。

方法

通过在 GSE17679 数据集进行独立预后分析,确定高度预后相关的枢纽基因。然后,我们对关键基因进行生存分析、Cox 回归分析和临床相关性分析,并使用 GSE63157、GSE45544 和 GSE73166 数据集进行验证。基于关键基因的高、低表达,筛选差异表达基因(DEGs),进行基因本体论(GO)、京都基因与基因组百科全书(KEGG)通路分析、基因集富集分析(GSEA)和基因集变异分析(GSVA),以探讨 ES 的潜在机制,并基于蛋白质-蛋白质相互作用(PPI)网络建立显著模块基因。此外,分析模块基因与免疫微环境之间的相关性,并使用 TIMER 和 TISIDB 研究关键基因与肉瘤中免疫浸润水平的相关性。最后,通过实时定量 PCR(RT-qPCR)进一步验证 ES 细胞系(RD-ES 和 A673 细胞)中这些关键基因的表达水平。通过 CCK-8 和 EdU 测定评估 ANXA1 敲低对 RD-ES 细胞增殖的影响。

结果

ANXA1 被鉴定为 ES 预后的关键基因。低表达 ANXA1 的患者的总生存期(OS)时间更短,转移性组的 ANXA1 表达水平明显低于原发性组(P<0.01)。此外,低表达 ANXA1 组的 12 种免疫细胞丰度明显低于高表达组(均 P<0.05),这可能与免疫微环境的抑制有关。基于 96 个 DEGs 构建了 PPI 网络,以进一步鉴定 5 个与 ANXA1 相关的模块基因(COL1A2、MMP9、VIM、S100A11 和 S100A4)。在验证两个 ES 细胞系时,ANXA1、COL1A2、MMP9、VIM、S100A11 和 S100A4 的表达水平在 ES 细胞系和间充质干细胞之间有显著差异(均 P<0.01)。在这些基因中,ANXA1、COL1A2、MMP9、VIM 和 S100A4 与 ES 患者的预后显著相关(均 P<0.05)。重要的是,ANXA1 敲低显著促进了 RD-ES 细胞的增殖,这可能解释了 ANXA1 低表达组 ES 易转移的原因。

结论

ANXA1 可能是 ES 患者的独立预后生物标志物,与 ES 的转移和免疫抑制微环境相关,这需要在进一步的研究中进行验证。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1bc7/10085606/8f568105ba8e/aging-15-204615-g001.jpg

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