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肝细胞癌中全面的计算机模拟CpG甲基化分析确定了与基因表达无关的组织和肿瘤类型特异性标记。

Comprehensive in silico CpG methylation analysis in hepatocellular carcinoma identifies tissue- and tumor-type specific marks disconnected from gene expression.

作者信息

Bilbao Idoia, Recalde Miriam, Daian Fabrice, Herranz José Maria, Elizalde María, Iñarrairaegui Mercedes, Canale Matteo, Fernández-Barrena Maite G, Casadei-Gardini Andrea, Sangro Bruno, Ávila Matías A, Landecho Acha Manuel F, Berasain Carmen, Arechederra María

机构信息

Liver Unit and HPB Oncology Area, Clínica Universidad de Navarra, Avda. Pio XII, n55, 31008, Pamplona, Spain.

Hepatology Laboratory, Solid Tumors Program, CIMA, CCUN, University of Navarra, 3008, Pamplona, Spain.

出版信息

J Physiol Biochem. 2024 Nov;80(4):865-879. doi: 10.1007/s13105-024-01045-8. Epub 2024 Sep 21.

Abstract

DNA methylation is crucial for chromatin structure, transcription regulation and genome stability, defining cellular identity. Aberrant hypermethylation of CpG-rich regions is common in cancer, influencing gene expression. However, the specific contributions of individual epigenetic modifications to tumorigenesis remain under investigation. In hepatocellular carcinoma (HCC), DNA methylation alterations are documented as in other tumor types. We aimed to identify hypermethylated CpGs in HCC, assess their specificity across other tumor types, and investigate their impact on gene expression. To this end, public methylomes from HCC, other liver diseases, and 27 tumor types as well as expression data from TCGA-LIHC and GTEx were analyzed. This study identified 39 CpG sites that were hypermethylated in HCC compared to control liver tissue, and were located within promoter, gene bodies, and intergenic CpG islands. Notably, these CpGs were predominantly unmethylated in healthy liver tissue and other normal tissues. Comparative analysis with 27 other tumors revealed both common and HCC-specific hypermethylated CpGs. Interestingly, the HCC-hypermethylated genes showed minimal expression in the different healthy tissues, with marginal changes in the level of expression in the corresponding tumors. These findings confirm previous evidence on the limited influence of DNA hypermethylation on gene expression regulation in cancer. It also highlights the existence of mechanisms that allow the selection of tissue-specific methylation marks in normally unexpressed genes during carcinogenesis. Overall, our study contributes to demonstrate the complexity of cancer epigenetics, emphasizing the need of better understanding the interplay between DNA methylation, gene expression dynamics, and tumorigenesis.

摘要

DNA甲基化对于染色质结构、转录调控和基因组稳定性至关重要,决定着细胞特性。富含CpG区域的异常高甲基化在癌症中很常见,会影响基因表达。然而,单个表观遗传修饰对肿瘤发生的具体作用仍在研究中。在肝细胞癌(HCC)中,DNA甲基化改变与其他肿瘤类型一样有记录。我们旨在鉴定HCC中高甲基化的CpG,评估它们在其他肿瘤类型中的特异性,并研究它们对基因表达的影响。为此,分析了来自HCC、其他肝脏疾病和27种肿瘤类型的公共甲基化组以及来自TCGA-LIHC和GTEx的表达数据。本研究鉴定出39个与对照肝组织相比在HCC中高甲基化的CpG位点,它们位于启动子、基因体和基因间CpG岛中。值得注意的是,这些CpG在健康肝组织和其他正常组织中主要是未甲基化的。与其他27种肿瘤的比较分析揭示了常见的和HCC特异性的高甲基化CpG。有趣的是,HCC高甲基化基因在不同健康组织中表达极少,在相应肿瘤中的表达水平变化很小。这些发现证实了先前关于DNA高甲基化对癌症基因表达调控影响有限的证据。它还突出了在致癌过程中允许在正常未表达基因中选择组织特异性甲基化标记的机制的存在。总体而言,我们的研究有助于证明癌症表观遗传学的复杂性,强调需要更好地理解DNA甲基化、基因表达动态和肿瘤发生之间的相互作用。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/33a7/11682006/a67a62a1a22e/13105_2024_1045_Fig1_HTML.jpg

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