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鉴定ALG3作为肺腺癌潜在的预后生物标志物。

Identification of ALG3 as a potential prognostic biomarker in lung adenocarcinoma.

作者信息

Yuan Yinjiao, Xie BaoCheng, Guo Dongbo, Liu Caixiang, Jiang Guanming, Lai Guowei, Zhang Yu, Hu Xiarong, Wu Zhiming, Zheng Ruinian, Huang Linxuan

机构信息

The First School of Chinical Medicine, Southern Medical University, Guangzhou, 510510, China.

Department of Oncology, Dongguan Institute of Clinical Cancer Research, Dongguan Key Laboratory of Precision Diagnosis and Treatment for Tumors, The Tenth Affiliated Hospital of Southern Medical University (Dongguan people's hospital), Dongguan, 523059, China.

出版信息

Heliyon. 2023 Jul 8;9(7):e18065. doi: 10.1016/j.heliyon.2023.e18065. eCollection 2023 Jul.

Abstract

BACKGROUND

The abnormal expression of Alpha-1,3-mannosyltransferase (ALG3) has been implicated in tumor promotion. However, the clinical significance of ALG3 in Lung Adenocarcinoma (LUAD) remains poorly understood. Therefore, we aimed to assess the prognostic value of ALG3 and its association with immune infiltrates in LUAD.

METHODS

The transcriptional expression profiles of ALG3 were obtained from the Cancer Genome Atlas (TCGA), comparing lung adenocarcinoma tissue with normal tissues. To determine the prognostic significance of AGL3, Kaplan-Meier plotter, and Cox regression analysis were employed. Logistic regression was utilized to analyze the association between ALG3 expression and clinical characteristics. Additionally, a receiver operating characteristic (ROC) curve and a nomogram were constructed. To explore the underlying mechanisms, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis and gene set enrichment analysis (GSEA) was conducted. The relationship between AGL3A mRNA expression and immune infiltrates was investigated using the tumor immune estimation resource (TIMER) and tumor-immune system interaction database (TISIDB). Furthermore, an in vitro experiment was performed to assess the impact of ALG3 mRNA on lung cancer stemness abilities and examine key signaling pathway proteins.

RESULTS

Our results revealed the ALG3 mRNA and protein expression in patients with LUAD was much higher than that in adjacent normal tissues. High expression of ALG3 was significantly associated with N stage (N0, HR = 1.98, P = 0.002), pathological stage (stage I, HR = 2.09, P = 0.003), and the number of pack years (<40, HR = 2.58, P = 0.001). Kaplan-Meier survival analysis showed that high expression of ALG3 was associated with poor overall survival (P < 0.001), disease-free survival (P < 0.001), and progression-free interval (P = 0.007). Through multivariate analysis, it was determined that elevated ALG3 expression independently impacted overall survival (HR = 1.325, P = 0.04). The Tumor Immune Estimation Resource discovered a link between ALG3 expression and tumor-infiltrating immune cells in LUAD. Additionally, ROC analysis proved that ALG3 is a reliable diagnostic marker for LUAD (AUC:0.923). Functional pathways analysis identified that ALG3 is negatively correlated with FAT4. We performed qRT-PCR to assess that knockdown ALG3 expression significantly upregulated FAT4 expression. Spheroid assay and flow cytometry analysis results showed that downregulated of ALG3 inhibited H1975 cell line stemness. Western blot analysis revealed that decreased ALG3 inhibited the YAP/TAZ signal pathway.

CONCLUSION

High expression of ALG3 is strongly associated with poor prognosis and immune infiltrates in LUAD.

摘要

背景

α-1,3-甘露糖基转移酶(ALG3)的异常表达与肿瘤进展有关。然而,ALG3在肺腺癌(LUAD)中的临床意义仍知之甚少。因此,我们旨在评估ALG3在LUAD中的预后价值及其与免疫浸润的关系。

方法

从癌症基因组图谱(TCGA)获取ALG3的转录表达谱,将肺腺癌组织与正常组织进行比较。为确定AGL3的预后意义,采用了Kaplan-Meier绘图仪和Cox回归分析。利用逻辑回归分析ALG3表达与临床特征之间的关联。此外,构建了受试者工作特征(ROC)曲线和列线图。为探究潜在机制,进行了京都基因与基因组百科全书(KEGG)通路富集分析和基因集富集分析(GSEA)。使用肿瘤免疫估计资源(TIMER)和肿瘤-免疫系统相互作用数据库(TISIDB)研究AGL3A mRNA表达与免疫浸润之间的关系。此外,进行了体外实验以评估ALG3 mRNA对肺癌干性能力的影响并检测关键信号通路蛋白。

结果

我们的结果显示,LUAD患者的ALG3 mRNA和蛋白表达远高于相邻正常组织。ALG3的高表达与N分期(N0,HR = 1.98,P = 0.002)、病理分期(I期,HR = 2.09,P = 0.003)以及吸烟包年数(<40,HR = 2.58,P = 0.001)显著相关。Kaplan-Meier生存分析表明,ALG3的高表达与总体生存率低(P < 0.001)、无病生存率低(P < 0.001)和无进展生存期(P = 0.007)相关。通过多变量分析确定,ALG3表达升高独立影响总体生存率(HR = 1.325,P = 0.04)。肿瘤免疫估计资源发现ALG3表达与LUAD中的肿瘤浸润免疫细胞之间存在联系。此外,ROC分析证明ALG3是LUAD的可靠诊断标志物(AUC:0.923)。功能通路分析确定ALG3与FAT4呈负相关。我们进行了qRT-PCR评估,发现敲低ALG3表达显著上调FAT4表达。球体分析和流式细胞术分析结果表明,下调ALG3可抑制H1975细胞系的干性。蛋白质印迹分析显示,降低ALG3可抑制YAP/TAZ信号通路。

结论

ALG3的高表达与LUAD的不良预后和免疫浸润密切相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/20d7/10395363/8a8b9fd5ca36/gr1.jpg

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