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肺腺癌中与预后相关的 miRNA、DNA 甲基化和表观遗传相互作用。

Prognosis related miRNAs, DNA methylation, and epigenetic interactions in lung adenocarcinoma.

机构信息

Cardiovascular Medicine Cente, The Affiliated Hospital of Yan'an University, Yan'an , China.

Department of Thoracic Surgery, Shangluo Central Hospital, Shangluo, China.

出版信息

Neoplasma. 2019 May 23;66(3):487-493. doi: 10.4149/neo_2018_181029N805. Epub 2019 Mar 7.

Abstract

Our study aimed to identify prognosis related epigenetic interactions of DNA methylation-miRNA-gene in lung adenocarcinoma. The RNA-seq, DNA methylation, and miRNA-seq data of squamous cell cancer samples were downloaded from TCGA. The DNA methylation-miRNA-gene interactions were collected via Illumina methylation platform and miRTarBase database. Linear regression model was utilized for the identification of epigenetic interactions. The epigenetic interactions related to prognosis were selected via Kaplan-Meier analysis. Genes in the interactions were used for pathway enrichment. Differentially expressed genes (DEGs) between high methylation level / high miRNA expression level (H/H) and low methylation level / low miRNA expression level (L/L) samples were screened. The correlations of epigenetic interactions with clinical features were also explored. Total of 454 lung adenocarcinoma patient samples were collected. The 1063 interactions were comprised of 1083 DNA methylation probes, 271 miRNAs and 528 genes, including cg14146378-hsa-mir-205-ARID1B, cg15375596-has-miR-1275-IGF1R, cg26691953-hsa-mir-195-CCNT1, etc. A total of 95 epigenetic interactions were significantly associated with prognosis. Among all the identified DEGs, low-expressed RASSF4, ZNF704, TFDP1, PLXNB2, TMC04, ZNF878, ARIDIB and high-expressed ZNF704, ZNF451, THOP1, IGF1R were related with poor prognosis; while low-expressed LDHB, ARID2, PRKCSH, HDAC4, NIPA1, RABAC1, TRIM28 and high-expressed FAM160B1, DNAAF3, CCNT1, ADAP1, ZFPM1, CCL11 were related with good prognosis. Fifteen epigenetic interactions were significantly related with clinical features. Gene expression and N-glycan trimming in the ER and Calnexin/Calreticulin cycle were two significant enriched pathways. Interactions of cg14146378-hsa-mir-205-ARID1B and cg15375596-has-miR-1275-IGF1R may be used as the prognosis indicators in lung adenocarcinoma.

摘要

我们的研究旨在确定肺腺癌中 DNA 甲基化 - miRNA - 基因相关的预后性表观遗传相互作用。从 TCGA 下载了鳞状细胞癌样本的 RNA-seq、DNA 甲基化和 miRNA-seq 数据。通过 Illumina 甲基化平台和 miRTarBase 数据库收集 DNA 甲基化 - miRNA - 基因相互作用。利用线性回归模型识别表观遗传相互作用。通过 Kaplan-Meier 分析选择与预后相关的表观遗传相互作用。对相互作用中的基因进行通路富集。筛选高甲基化水平/高 miRNA 表达水平(H/H)和低甲基化水平/低 miRNA 表达水平(L/L)样本之间差异表达基因(DEGs)。还探讨了表观遗传相互作用与临床特征的相关性。共收集了 454 例肺腺癌患者样本。这些相互作用由 1083 个 DNA 甲基化探针、271 个 miRNA 和 528 个基因组成,包括 cg14146378-hsa-mir-205-ARID1B、cg15375596-has-miR-1275-IGF1R、cg26691953-hsa-mir-195-CCNT1 等。共有 95 个表观遗传相互作用与预后显著相关。在所有鉴定的 DEGs 中,低表达的 RASSF4、ZNF704、TFDP1、PLXNB2、TMC04、ZNF878、ARIDIB 和高表达的 ZNF704、ZNF451、THOP1、IGF1R 与预后不良相关;而低表达的 LDHB、ARID2、PRKCSH、HDAC4、NIPA1、RABAC1、TRIM28 和高表达的 FAM160B1、DNAAF3、CCNT1、ADAP1、ZFPM1、CCL11 与预后良好相关。有 15 个表观遗传相互作用与临床特征显著相关。内质网中的基因表达和 N-糖基化修剪以及 Calnexin/Calreticulin 循环是两个显著富集的途径。cg14146378-hsa-mir-205-ARID1B 和 cg15375596-has-miR-1275-IGF1R 的相互作用可能可作为肺腺癌的预后指标。

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