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基于生物信息学分析和实验验证的miR-3940-5p在肺腺癌中的表达、临床意义、免疫浸润及调控网络

Expression, Clinical Significance, Immune Infiltration, and Regulation Network of miR-3940-5p in Lung Adenocarcinoma Based on Bioinformatic Analysis and Experimental Validation.

作者信息

Lin Zhichao, Huang Wenhai, Xie Zehua, Yi Yongsheng, Li Zumei

机构信息

Department of Thoracic Surgery, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-sen University, Jiangmen, 529030, People's Republic of China.

出版信息

Int J Gen Med. 2022 Aug 6;15:6451-6464. doi: 10.2147/IJGM.S375761. eCollection 2022.

DOI:10.2147/IJGM.S375761
PMID:35966511
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC9365057/
Abstract

BACKGROUND

Based on bioinformatics analysis and experimental validation, we investigated the expression, clinical significance, immune infiltration, and potential signaling pathways of miR-3940-5p in lung adenocarcinoma (LUAD).

METHODS

521 LUAD tissue samples and 46 normal lung tissue samples from The Cancer Genome Atlas (TCGA) database. We evaluated the relationship between clinical features and miR-3940-5p expression using Kruskal-Wallis, Wilcoxon sign-rank, and logistic regression, explored the relationship between miR-3940-5p expression and the prognosis of LUAD patients using Kaplan-Meier survival curve analysis. Several databases were used to identify miRNA targets. MiR-3940-5p target genes were analyzed based on Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The significant role of miR-3940-5p in function was evaluated using immune infiltration analysis. LUAD cell lines were tested for miR-3940-5p expression using QRT-PCR.

RESULTS

There was a significant association between high miR-3940-5p expression in LUAD and T stage (P=0.005), pathologic stage (P=0.047), race (White vs Asian & Black or African American) (P=0.041), residual tumor (P=0.043), and anatomic neoplasm subdivision2 (P=0.030). MiR-3940-5p expression predicted poor overall survival (HR: 1.35; 95% CI: 1.01-1.81; P=0.045), disease-specific survival (HR: 1.53; 95% CI: 1.05-2.23; P=0.026), and progression-free survival (HR: 1.35; 95% CI: 1.03-1.77; P=0.032). BAP1, BBS1, CCR2, KCNE3, PEBP1, and RABL2A were all associated with poor OS in LUAD patients with low miR-3940-5p expression levels. According to GO and KEGG analyses, miR-3940-5p may play a role in LUAD development by regulating pathways such as measles, PI3K-Akt signaling pathway, and p53 signaling pathway. There was a correlation between the expression level of miR-3940-5p and immune infiltration. LUAD cell lines showed significantly higher levels of miR-3940-5p than Beas-2B cells.

CONCLUSION

A high expression of miR-3940-5p is significantly associated with a poor prognosis in patients with LUAD, suggesting that it could be used as a prognostic biomarker.

摘要

背景

基于生物信息学分析和实验验证,我们研究了miR-3940-5p在肺腺癌(LUAD)中的表达、临床意义、免疫浸润及潜在信号通路。

方法

来自癌症基因组图谱(TCGA)数据库的521例LUAD组织样本和46例正常肺组织样本。我们使用Kruskal-Wallis检验、Wilcoxon符号秩检验和逻辑回归评估临床特征与miR-3940-5p表达之间的关系,使用Kaplan-Meier生存曲线分析探索miR-3940-5p表达与LUAD患者预后之间的关系。使用多个数据库鉴定miRNA靶标。基于基因本体论(GO)和京都基因与基因组百科全书(KEGG)分析对miR-3940-5p靶基因进行分析。使用免疫浸润分析评估miR-3940-5p在功能方面的重要作用。使用QRT-PCR检测LUAD细胞系中miR-3940-5p的表达。

结果

LUAD中miR-3940-5p高表达与T分期(P = 0.005)、病理分期(P = 0.047)、种族(白人vs亚洲人和黑人或非裔美国人)(P = 0.041)、残留肿瘤(P = 0.043)和解剖肿瘤细分2(P = 0.030)之间存在显著关联。miR-3940-5p表达预测总生存期较差(HR:1.35;95%CI:1.01 - 1.81;P = 0.045)、疾病特异性生存期较差(HR:1.53;95%CI:1.05 - 2.23;P = 0.026)和无进展生存期较差(HR:1.35;95%CI:1.03 - 1.77;P = 0.032)。在miR-3940-5p表达水平低的LUAD患者中,BAP1、BBS1、CCR2、KCNE3、PEBP1和RABL2A均与较差的总生存期相关。根据GO和KEGG分析,miR-3940-5p可能通过调节麻疹、PI3K-Akt信号通路和p53信号通路等途径在LUAD发展中发挥作用。miR-3940-5p的表达水平与免疫浸润之间存在相关性。LUAD细胞系显示出比Beas-2B细胞显著更高水平的miR-3940-5p。

结论

miR-3940-5p高表达与LUAD患者的不良预后显著相关,表明它可作为一种预后生物标志物。

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