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基因表达与DNA甲基化数据集的综合分析确定了原发性肺腺癌的关键基因和一个6基因预后特征。

Integrated analysis of gene expression and DNA methylation datasets identified key genes and a 6-gene prognostic signature for primary lung adenocarcinoma.

作者信息

Meng Jing, Cao Lei, Song Huifang, Chen Lichun, Qu Zhiguo

机构信息

Inner Mongolia People's Hospital, Department of Stomatology, Hohhot, China.

Inner Mongolia People's Hospital, Department of Clinical Medical Research Center, Hohhot, China.

出版信息

Genet Mol Biol. 2021 Nov 15;44(4):e20200465. doi: 10.1590/1678-4685-GMB-2020-0465. eCollection 2021.

DOI:10.1590/1678-4685-GMB-2020-0465
PMID:34787244
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8596225/
Abstract

Lung adenocarcinoma (LUAD) is the main subtype of non-small cell lung cancer with a poor survival prognosis. In our study, gene expression, DNA methylation, and clinicopathological data of primary LUAD were utilized to identify potential prognostic markers for LUAD, which were recruited from The Cancer Genome Atlas (TCGA) database. Univariate regression analysis showed that there were 21 methylation-associated DEGs related to overall survival (OS), including 9 down- and 12 up-regulated genes. The 12 up-regulated genes with hypomethylation may be risky genes, whereas the other 9 down-regulated genes with hypermethylation might be protective genes. By using the Step-wise multivariate Cox analysis, a methylation-associated 6-gene (consisting of CCL20, F2, GNPNAT1, NT5E, B3GALT2, and VSIG2) prognostic signature was constructed and the risk score based on this gene signature classified patients into high- or low-risk groups. Patients of the high-risk group had shorter OS than those of the low-risk group in both the training and validation cohort. Multivariate Cox analysis and the stratified analysis revealed that the risk score was an independent prognostic factor for LUAD patients. The methylation-associated gene signature may serve as a prognostic factor for LUAD patients and the represent hypermethylated or hypomethylated genes might be potential targets for LUAD therapy.

摘要

肺腺癌(LUAD)是非小细胞肺癌的主要亚型,生存预后较差。在我们的研究中,利用原发性LUAD的基因表达、DNA甲基化和临床病理数据来识别LUAD的潜在预后标志物,这些数据来自癌症基因组图谱(TCGA)数据库。单因素回归分析显示,有21个与总生存期(OS)相关的甲基化相关差异表达基因(DEGs),包括9个下调基因和12个上调基因。12个低甲基化上调基因可能是风险基因,而其他9个高甲基化下调基因可能是保护基因。通过逐步多因素Cox分析,构建了一个甲基化相关的6基因(由CCL20、F2、GNPNAT1、NT5E、B3GALT2和VSIG2组成)预后特征,并基于该基因特征的风险评分将患者分为高风险或低风险组。在训练队列和验证队列中,高风险组患者的OS均短于低风险组患者。多因素Cox分析和分层分析显示,风险评分是LUAD患者的独立预后因素。甲基化相关基因特征可能作为LUAD患者的预后因素,所代表的高甲基化或低甲基化基因可能是LUAD治疗的潜在靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/a54ead0b509f/1415-4757-GMB-44-4-e20200465-gf5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/f48ca87b40d5/1415-4757-GMB-44-4-e20200465-gf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/0ea3d771af27/1415-4757-GMB-44-4-e20200465-gf2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/f4496b5e2033/1415-4757-GMB-44-4-e20200465-gf3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/9d62aeab1c56/1415-4757-GMB-44-4-e20200465-gf4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/a54ead0b509f/1415-4757-GMB-44-4-e20200465-gf5.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/f48ca87b40d5/1415-4757-GMB-44-4-e20200465-gf1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/0ea3d771af27/1415-4757-GMB-44-4-e20200465-gf2.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/f4496b5e2033/1415-4757-GMB-44-4-e20200465-gf3.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/9d62aeab1c56/1415-4757-GMB-44-4-e20200465-gf4.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d24c/8596225/a54ead0b509f/1415-4757-GMB-44-4-e20200465-gf5.jpg

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