非小细胞肺癌表皮生长因子受体突变机制的转录组测序研究。

Cancer biotherapy & radiopharmaceuticals Pub Date : 2022-09-01 Epub Date: 2021-05-18 DOI:10.1089/cbr.2020.4049
Min Yu, Shufen Huo, Li Sun, Jinglong Gao, Yi Liu, Jiao Yu, Fuqiang Liu, Sen Sheng, Xinyu Nie, Qiaofeng Nan, Yingxuan Tian
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引用次数: 3

摘要

背景:本研究旨在探讨非小细胞肺癌(NSCLC)中表皮生长因子受体(EGFR)突变的机制。材料与方法:收集20例非小细胞肺癌患者的肺癌组织样本(6种EGFR突变型分为2类,14种EGFR野生型分为4类)。对样本进行转录组测序,随后鉴定突变组和非突变组之间的差异表达mrna (dem)、差异表达lncrna (DELs)和差异表达环状rna (DECs)。对dem进行功能分析和microRNA (miRNA)预测。分析长链非编码RNA (lncRNA)/环状RNA (circRNA)与信使RNA (mRNA)之间的相关性。此外,对miRNA的靶向lncRNA和circRNA进行了预测。最后,构建竞争内源性RNA (ceRNA)网络,并对参与该网络的mrna进行生存分析。结果:EGFR突变组和非突变组共鉴定出323例dem、284例DELs和224例DECs。它们显著参与了与纤毛形态发生和组装相关的基因本体功能。基于dem、DELs、DECs和预测mirna构建ceRNA网络。生存分析显示,ceRNA网络中的4个基因ABCA3、ATL2、VAMP1、APLN与预后有显著相关性。这四个基因参与了几种ceRNA通路,包括RP1-191J18/circ_000373/miR-520a-5p/ABCA3、RP5-1014D13/let-7i-5p/ATL2、circ_000373/miR-1293/VAMP1和RP1-191J18/circ_000373/miR-378a-5p/APLN。结论:NSCLC中EGFR突变可能与纤毛功能障碍和复杂的ceRNA调控机制有关。ceRNA网络中的关键rna可能被用作预测NSCLC中EGFR突变的有希望的生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Epidermal Growth Factor Receptor Mutation Mechanisms in Nonsmall Cell Lung Cancer by Transcriptome Sequencing.

Background: This study intended to investigate the mechanisms underlying the epidermal growth factor receptor (EGFR) mutations in nonsmall cell lung cancer (NSCLC). Materials and Methods: Lung cancer tissue samples were collected from 20 patients with NSCLC (6 EGFR mutation types assigned into 2 categories and 14 EGFR wild types assigned to 4 categories). The samples were subjected to transcriptome sequencing, followed by identification of the differentially expressed mRNAs (DEMs), differentially expressed lncRNAs (DELs), and differentially expressed circRNAs (DECs) between the mutation and nonmutation groups. Function analysis and microRNA (miRNA) prediction for DEMs were performed. The correlations between long noncoding RNA (lncRNA)/circular RNA (circRNA) and messenger RNA (mRNA) were analyzed. In addition, the targeting lncRNA and circRNA of miRNA were predicted. Finally, competing endogenous RNA (ceRNA) network was constructed, and survival analysis for the mRNAs involved in the network was performed. Results: In total, 323 DEMs, 284 DELs, and 224 DECs were identified between EGFR mutation and nonmutation groups. The DEMs were significantly involved in gene ontology functions related to cilium morphogenesis and assembly. ceRNA networks were constructed based on the DEMs, DELs, DECs, and predicted miRNAs. Survival analysis showed that four genes in the ceRNA network, including ABCA3, ATL2, VAMP1, and APLN, were significantly associated with prognosis. The four genes were involved in several ceRNA pathways, including RP1-191J18/circ_000373/miR-520a-5p/ABCA3, RP5-1014D13/let-7i-5p/ATL2, circ_000373/miR-1293/VAMP1, and RP1-191J18/circ_000373/miR-378a-5p/APLN. Conclusion: EGFR mutations in NSCLC may be associated with cilium dysfunction and complex ceRNA regulatory mechanisms. The key RNAs in the ceRNA network may be used as promising biomarkers for predicting EGFR mutations in NSCLC.

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