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利用生物信息学分析鉴定前列腺癌中甲基化异常的关键通路和基因。

Identification of key pathways and genes with aberrant methylation in prostate cancer using bioinformatics analysis.

作者信息

Singh Anshika N, Sharma Neeti

机构信息

Symbiosis School of Biological Sciences, Symbiosis International University, Gram - Lavale, Taluka - Mulshi, Pune, India.

出版信息

Onco Targets Ther. 2017 Oct 10;10:4925-4933. doi: 10.2147/OTT.S144725. eCollection 2017.

DOI:10.2147/OTT.S144725
PMID:29066912
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5644600/
Abstract

Prostate cancer (PCa), a multifocal clinically heterogeneous disease, is the most commonly diagnosed non-cutaneous neoplasm in men worldwide. The epigenome of PCa is a typical representation of catastrophic model of epigenetic alterations during tumorigenesis and its progression. Alterations in methylation patterns in tumor suppressors, cell cycle, oncogenes and metabolism-related genes are the most commonly observed epigenetic alterations in PCa. In this study, we have developed a computational strategy to identify methylated biomarker signature panels as potential targets of PCa by screening >160 genes reported to be epigenetically dysregulated, and shortlisted 26 differentially methylated genes (DMGs) that significantly contribute to oncogenesis. The gene ontology and functional enrichment analysis were performed, which showed that identified DMGs contribute to cellular and metabolic processes such as cell communication, cell cycle, response to drugs, apoptosis and p53 signaling. The top hub genes , , , , , and identified from protein-protein interaction network construction using Search Tool for the Retrieval of Interacting Genes contributed to hormonal response, inflammatory response, cell cycle, reactive oxygen species activity and receptor kinase activity, which are related to hallmarks of cancer as revealed by their functional enrichment analysis by Cytoscape. These genes were further scrutinized for CpG islands, transcription start sites and positions of methylated cytosines to study their methylation profiles. Our analysis revealed high negative correlation values between methylation frequencies and gene expressions of the hub genes, namely, , , , , , and , which can be used as potential diagnostic biomarkers for PCa.

摘要

前列腺癌(PCa)是一种多灶性临床异质性疾病,是全球男性中最常见的非皮肤肿瘤。PCa的表观基因组是肿瘤发生及其进展过程中表观遗传改变的灾难性模型的典型代表。肿瘤抑制基因、细胞周期、癌基因和代谢相关基因的甲基化模式改变是PCa中最常见的表观遗传改变。在本研究中,我们开发了一种计算策略,通过筛选超过160个据报道表观遗传失调的基因,来识别甲基化生物标志物特征面板作为PCa的潜在靶点,并筛选出26个对肿瘤发生有显著贡献的差异甲基化基因(DMGs)。进行了基因本体和功能富集分析,结果表明所识别的DMGs参与细胞和代谢过程,如细胞通讯、细胞周期、药物反应、细胞凋亡和p53信号传导。使用基因相互作用检索搜索工具从蛋白质-蛋白质相互作用网络构建中识别出的前几个枢纽基因, 、 、 、 、 、 和 ,参与激素反应、炎症反应、细胞周期、活性氧物种活性和受体激酶活性,这些与癌症特征相关,这在Cytoscape对其进行的功能富集分析中得到了揭示。进一步对这些基因的CpG岛、转录起始位点和甲基化胞嘧啶的位置进行了仔细研究,以研究它们的甲基化谱。我们的分析揭示了枢纽基因 、 、 、 、 、 和 的甲基化频率与基因表达之间的高度负相关值,这些值可作为PCa的潜在诊断生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ee5/5644600/838bed932a82/ott-10-4925Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ee5/5644600/838bed932a82/ott-10-4925Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ee5/5644600/838bed932a82/ott-10-4925Fig1.jpg

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1
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Med Oncol. 2017 May;34(5):89. doi: 10.1007/s12032-017-0953-y. Epub 2017 Apr 9.
2
Targeting the cancer epigenome for therapy.针对癌症表观基因组进行治疗。
Nat Rev Genet. 2016 Sep 15;17(10):630-41. doi: 10.1038/nrg.2016.93.
3
Wnt signaling in cancer.癌症中的Wnt信号传导
整合转录组和代谢组学分析揭示雄激素非依赖性前列腺癌细胞中精氨酸代谢增强。
BMC Cancer. 2023 Dec 16;23(1):1241. doi: 10.1186/s12885-023-11707-3.
4
Analysis of genetic biomarkers, polymorphisms in ADME-related genes and their impact on pharmacotherapy for prostate cancer.前列腺癌的遗传生物标志物、药物代谢及药物处置相关基因多态性分析及其对药物治疗的影响。
Cancer Cell Int. 2023 Oct 19;23(1):247. doi: 10.1186/s12935-023-03084-5.
5
Prostate Cancer: Genetics, Epigenetics and the Need for Immunological Biomarkers.前列腺癌:遗传学、表观遗传学和免疫生物标志物的需求。
Int J Mol Sci. 2023 Aug 14;24(16):12797. doi: 10.3390/ijms241612797.
6
The Relevance of Gender in Tumor-Influencing Epigenetic Traits.性别在影响肿瘤的表观遗传特征中的相关性。
Epigenomes. 2019 Jan 28;3(1):6. doi: 10.3390/epigenomes3010006.
7
Quantitative SWATH-Based Proteomic Profiling for Identification of Mechanism-Driven Diagnostic Biomarkers Conferring in the Progression of Metastatic Prostate Cancer.基于定量SWATH的蛋白质组学分析用于鉴定转移性前列腺癌进展中机制驱动的诊断生物标志物
Front Oncol. 2020 Apr 8;10:493. doi: 10.3389/fonc.2020.00493. eCollection 2020.
8
The future of prostate cancer research: bringing data together, looking back and forward.前列腺癌研究的未来:整合数据,回顾与展望。
Transl Androl Urol. 2018 Feb;7(1):188-194. doi: 10.21037/tau.2017.12.32.
Oncogene. 2017 Mar;36(11):1461-1473. doi: 10.1038/onc.2016.304. Epub 2016 Sep 12.
4
GSTP1 Methylation and Protein Expression in Prostate Cancer: Diagnostic Implications.谷胱甘肽S-转移酶P1(GSTP1)甲基化与前列腺癌中的蛋白表达:诊断意义
Dis Markers. 2016;2016:4358292. doi: 10.1155/2016/4358292. Epub 2016 Aug 10.
5
The importance of DNA methylation in prostate cancer development.DNA甲基化在前列腺癌发展中的重要性。
J Steroid Biochem Mol Biol. 2017 Feb;166:1-15. doi: 10.1016/j.jsbmb.2016.04.009. Epub 2016 Apr 24.
6
Epigenetic modulators, modifiers and mediators in cancer aetiology and progression.癌症病因学与进展中的表观遗传调节剂、修饰剂和介质
Nat Rev Genet. 2016 May;17(5):284-99. doi: 10.1038/nrg.2016.13. Epub 2016 Mar 14.
7
PANTHER version 10: expanded protein families and functions, and analysis tools.PANTHER 版本 10:扩展的蛋白质家族与功能以及分析工具。
Nucleic Acids Res. 2016 Jan 4;44(D1):D336-42. doi: 10.1093/nar/gkv1194. Epub 2015 Nov 17.
8
Interplay between microRNAs and WNT/β-catenin signalling pathway regulates epithelial-mesenchymal transition in cancer.微小RNA与WNT/β-连环蛋白信号通路之间的相互作用调节癌症中的上皮-间质转化。
Eur J Cancer. 2015 Aug;51(12):1638-49. doi: 10.1016/j.ejca.2015.04.021. Epub 2015 May 26.
9
The EMBL-EBI bioinformatics web and programmatic tools framework.欧洲生物信息学研究所(EMBL-EBI)的生物信息学网络及编程工具框架。
Nucleic Acids Res. 2015 Jul 1;43(W1):W580-4. doi: 10.1093/nar/gkv279. Epub 2015 Apr 6.
10
Global cancer statistics, 2012.全球癌症统计数据,2012 年。
CA Cancer J Clin. 2015 Mar;65(2):87-108. doi: 10.3322/caac.21262. Epub 2015 Feb 4.