Ye Guanchao, Liu Yafei, Huang Lan, Zhang Chunyang, Sheng Yinliang, Wu Bin, Wu Chunli, Qi Yu
Department of Thoracic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Biological Cell Therapy Center, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, China.
Ann Transl Med. 2021 Aug;9(16):1298. doi: 10.21037/atm-21-3823.
In this study, tumor microarray analysis was used to screen the key messenger RNAs (mRNAs) and microRNAs related to the progression of lung adenocarcinoma (LUAD), in order to provide a theoretical basis for early diagnosis, therapeutic targets, and prognosis evaluation of patients with LUAD.
The mRNA and miRNA expression datasets came from the Gene Expression Omnibus (GEO) project database. Differentially expressed genes (DEGs) and microRNAs (DEMs) between LUAD tissues and adjacent lung tissue were obtained using GEO2R. The Search Tool for the Retrieval of Interacting Genes website was also employed to construct and visualize the interactions of overlapped DEGs. The overall survival of DEMs was investigated using the Kaplan-Meier plotter. The TargetScan website (http://www.targetscan.org/) was used to verify the relationship between FA Complementation Group I (FANCI) and the expression of miRNA-218 (miR-218). The expression of FANCI was verified using the GEO and Human Protein Atlas databases, as well as Real Time Quantitative PCR using our own samples. Next, we analyzed the relationship between the expression of FANCI and the clinicopathological characteristics as well as the prognosis of patients with LUAD. We also explored whether the FANCI was related to immune cell infiltration in LUAD.
FANCI was identified as a hub gene and associated with poor OS. We found that miR-218 negatively regulates FANCI mRNA expression. At the mRNA expression and protein level, FANCI was more highly expressed in LUAD tissues. The expression of FANCI in LUAD was related to tumor size (χ=13.96, P<0.001), lymphatic metastasis (χ=3.88, P<0.05), distant metastasis (χ=45.39, P<0.001), and stage (χ=11.03, P<0.05). In addition, the Cox regression model found that FANCI mRNA expression was an independent predictive factor of patient survival (P<0.05). FANCI expression was both weakly related to B cells and neutrophil infiltration in LUAD.
miR-218 may negatively regulate FANCI, and FANCI could promote metastasis via extracellular matrix (ECM) receptor interaction, leading to poor prognosis of LUAD. FANCI may be a key gene to the determine metastasis and poor prognosis in patients with LUAD. Changes in the immune microenvironment may be the mechanism through which FANCI leads to poor prognosis of LUAD.
在本研究中,采用肿瘤微阵列分析筛选与肺腺癌(LUAD)进展相关的关键信使核糖核酸(mRNA)和微小核糖核酸(miRNA),为LUAD患者的早期诊断、治疗靶点及预后评估提供理论依据。
mRNA和miRNA表达数据集来自基因表达综合数据库(GEO)。使用GEO2R获取LUAD组织与相邻肺组织之间的差异表达基因(DEG)和差异表达微小核糖核酸(DEM)。还利用检索相互作用基因的搜索工具网站构建并可视化重叠DEG的相互作用。使用Kaplan-Meier绘图工具研究DEM的总生存期。利用TargetScan网站(http://www.targetscan.org/)验证范可尼贫血互补组I(FANCI)与微小核糖核酸-218(miR-218)表达之间的关系。通过GEO和人类蛋白质图谱数据库以及使用我们自己的样本进行实时定量聚合酶链反应来验证FANCI的表达。接下来,我们分析了FANCI表达与LUAD患者临床病理特征及预后之间的关系。我们还探讨了FANCI是否与LUAD中的免疫细胞浸润有关。
FANCI被确定为一个枢纽基因,与较差的总生存期相关。我们发现miR-218负向调节FANCI mRNA表达。在mRNA表达和蛋白质水平上,FANCI在LUAD组织中表达更高。FANCI在LUAD中的表达与肿瘤大小(χ=13.96,P<0.001)、淋巴转移(χ=3.88,P<0.05)、远处转移(χ=45.39,P<0.001)和分期(χ=11.03,P<0.05)有关。此外,Cox回归模型发现FANCI mRNA表达是患者生存的独立预测因素(P<0.05)。FANCI表达与LUAD中的B细胞和中性粒细胞浸润均呈弱相关。
miR-218可能负向调节FANCI,而FANCI可能通过细胞外基质(ECM)受体相互作用促进转移,导致LUAD预后不良。FANCI可能是决定LUAD患者转移和预后不良的关键基因。免疫微环境的变化可能是FANCI导致LUAD预后不良的机制。