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MGMT 表观遗传学:从各种癌症类型的甲基化组学、转录组学和染色质分析综合研究中得出的基因体甲基化及其他新见解的影响。

MGMT Epigenetics: The Influence of Gene Body Methylation and Other Insights Derived from Integrated Methylomic, Transcriptomic, and Chromatin Analyses in Various Cancer Types.

机构信息

Department of Microbiology and Immunology, Weill Cornell Medicine, 1300 York Ave, New York, NY 10065, United States.

出版信息

Curr Cancer Drug Targets. 2021;21(4):360-374. doi: 10.2174/1568009621666210203111620.

Abstract

BACKGROUND

MGMT (O6-methylguanine-DNA methyltransferase) is primarily responsible for limiting the activity of some widely used chemotherapeutic agents, including temozolomide (TMZ) and carmustine (BCNU). The gene encoding this protein is epigenetically regulated, and assessment of methylation at its promoter region is used to predict glioma patients' response to TMZ.

METHODS

In this report, we employed a bioinformatic approach to elucidate MGMT's epigenetic regulation. Integrated for the analysis were genome-wide methylation and transcription datasets for > 8,600 human tissue (representing 31 distinct cancer types) and 500 human cancer cell line samples. Also crucial to the interpretation of results were publicly available data from the ENCODE Project: tracks for histone modifications (via ChIP-seq) and DNase I hypersensitivity (via DNaseseq), as well as methylation and transcription data for representative cell lines (HeLa-S3, HMEC, K562).

RESULTS AND DISCUSSION

We were able to validate (perhaps more comprehensively) the contrasting influences of CpG methylation at promoter region and at gene body on MGMT transcription. While the MGMT promoter is populated by CpG sites whose methylation levels displayed high negative correlation (R) with MGMT mRNA counts, the gene body harbors CpG sites exhibiting high positive R values. The promoter CpG sites with very high negative R's across cancer types include cg12981137, cg12434587, and cg00618725. Among the notable gene body CpG sites (high positive R's across cancer types) are cg00198994 (Intron 1), cg04473030 (Intron 2), and cg07367735 (Intron 4). For certain cancer types, such as melanoma, gene body methylation appears to be a better predictor of MGMT transcription (compared to promoter methylation). In general, the CpG methylation v. MGMT expression R values are higher in cell lines relative to tissues. Also, these correlations are noticeably more prominent in certain cancer types such as colorectal, adrenocortical, esophageal, skin, and head and neck cancers, as well as glioblastoma. As expected, hypomethylation at the promoter region is associated with more open chromatin, and enrichment of histone marks H3K4m1, H3K4m2, H3K4m3, and H3K9ac.

CONCLUSION

Overall, our analysis illustrated the contrasting influence of promoter and gene body methylation on MGMT expression. These observations may help improve diagnostic assays for MGMT.

摘要

背景

MGMT(O6-甲基鸟嘌呤-DNA 甲基转移酶)主要负责限制一些广泛使用的化疗药物的活性,包括替莫唑胺(TMZ)和卡莫司汀(BCNU)。编码该蛋白的基因受到表观遗传调控,其启动子区域的甲基化评估可用于预测胶质瘤患者对 TMZ 的反应。

方法

在本报告中,我们采用生物信息学方法阐明了 MGMT 的表观遗传调控。分析中整合了 >8600 个人类组织(代表 31 种不同的癌症类型)和 500 个人类癌细胞系样本的全基因组甲基化和转录数据集。对结果进行解释的关键还包括 ENCODE 项目的公开数据:组蛋白修饰(通过 ChIP-seq)和 DNA 酶 I 超敏反应(通过 DNaseseq)的轨迹,以及代表性细胞系(HeLa-S3、HMEC、K562)的甲基化和转录数据。

结果与讨论

我们能够验证(也许更全面)启动子区域和基因体的 CpG 甲基化对 MGMT 转录的相反影响。虽然 MGMT 启动子上存在 CpG 位点,其甲基化水平与 MGMT mRNA 计数呈高度负相关(R),但基因体上存在 CpG 位点,其 R 值呈高度正相关。在癌症类型中,CpG 位点的 R 值非常负,包括 cg12981137、cg12434587 和 cg00618725。在基因体中,CpG 位点(在癌症类型中 R 值为正)包括 cg00198994(内含子 1)、cg04473030(内含子 2)和 cg07367735(内含子 4)。对于某些癌症类型,例如黑色素瘤,与启动子甲基化相比,基因体甲基化似乎是 MGMT 转录的更好预测因子。一般来说,与组织相比,细胞系中的 CpG 甲基化与 MGMT 表达的 R 值更高。此外,在某些癌症类型(如结直肠癌、肾上腺皮质癌、食管癌、皮肤癌和头颈部癌以及胶质母细胞瘤)中,这些相关性更为明显。如预期的那样,启动子区域的低甲基化与更开放的染色质相关,并富集组蛋白标记 H3K4m1、H3K4m2、H3K4m3 和 H3K9ac。

结论

总的来说,我们的分析说明了启动子和基因体甲基化对 MGMT 表达的相反影响。这些观察结果可能有助于改进 MGMT 的诊断检测。

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