Department of Colorectal Surgery, Tianjin Union Medical Center, Tianjin, China.
Department of Surgery, Sino-Singapore Eco-City Hospital of Tianjin Medical University, Tianjin, China.
PLoS One. 2017 Mar 28;12(3):e0174461. doi: 10.1371/journal.pone.0174461. eCollection 2017.
AIM: Rectal adenocarcinoma (READ) is a malignancy cancer with the high morbidity and motility worldwide. Our study aimed to explore the potential pathogenesis of READ through integrated analysis of gene expression profiling and DNA methylation data. METHODS: The miRNA, mRNA expression profiling and corresponding DNA methylation data were downloaded from The Cancer Genome Atlas (TCGA) database. Differentially expressed mRNAs/ miRNAs/methylated regions (DEmRNA/DEmiRNAs) were identified in READ. The negatively correlation of DEmiRNA-DEmRNAs and DNA methylation-DEmRNAs were obtained. DEmRNAs expression was validated through quantitative real-time polymerase chain reaction (qRT-PCR) and microarray expression profiling analyses. RESULTS: 1192 dysregulated DEmRNAs, 27 dysregulated DEmiRNAs and 6403 aberrant methylation CpG sites were screened in READ compared to normal controls. 1987 negative interaction pairs among 27 DEmiRNAs and 668 DEmRNAs were predicted. 446 genes with aberrant methylation were annotated. Eventually, 50 DEmRNAs (39 down- and 11 up-regulated DEmRNAs) with hypermethylation, synchronously negatively targeted by DEmiRNAs, were identified through the correlation analysis among 446 genes with aberrant methylation and 668 DEmRNAs. 50 DEmRNAs were significantly enriched in cAMP signaling pathway, circadian entrainment and glutamatergic synapse. The validation results of expression levels of DEmRNAs through qRT-PCR and microarray analyses were compatible with our study. CONCLUSION: 7 genes of SORCS1, PDZRN4, LONRF2, CNGA3, HAND2, RSPO2 and GNAO1 with hypermethylation and negatively regulation by DEmiRNAs might contribute to the tumorigenesis of READ. Our work might provide valuable foundation for the READ in mechanism elucidation, early diagnosis and therapeutic target identification.
目的:直肠腺癌(READ)是一种具有高发病率和全球运动能力的恶性肿瘤。本研究旨在通过综合分析基因表达谱和 DNA 甲基化数据来探讨 READ 的潜在发病机制。
方法:从癌症基因组图谱(TCGA)数据库中下载 miRNA、mRNA 表达谱和相应的 DNA 甲基化数据。在 READ 中鉴定差异表达的 mRNAs/miRNAs/甲基化区域(DEmRNA/DEmiRNAs)。获得 DEmiRNA-DEmRNAs 和 DNA 甲基化-DEmRNAs 的负相关关系。通过定量实时聚合酶链反应(qRT-PCR)和微阵列表达谱分析验证 DEmRNA 表达。
结果:与正常对照相比,在 READ 中筛选出 1192 个失调的 DEmRNA、27 个失调的 DEmiRNA 和 6403 个异常甲基化 CpG 位点。预测到 27 个 DEmiRNA 和 668 个 DEmRNA 之间的 1987 个负相互作用对。注释了 446 个具有异常甲基化的基因。最终,通过对 446 个异常甲基化基因和 668 个 DEmRNA 之间的相关性分析,鉴定出 50 个 DEmRNA(39 个下调和 11 个上调的 DEmRNA),这些基因具有异常甲基化,同时受到 DEmiRNA 的负靶向调控。50 个 DEmRNA 显著富集在 cAMP 信号通路、昼夜节律和谷氨酸能突触中。通过 qRT-PCR 和微阵列分析验证 DEmRNA 表达水平的结果与我们的研究一致。
结论:SORCS1、PDZRN4、LONRF2、CNGA3、HAND2、RSPO2 和 GNAO1 这 7 个基因的高甲基化和 DEmiRNA 的负调控可能有助于 READ 的肿瘤发生。我们的工作可能为 READ 的发病机制阐明、早期诊断和治疗靶点识别提供有价值的基础。
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