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基于 DNA 甲基化分析的 2 型乳头状肾细胞癌潜在预后生物标志物鉴定。

In silico DNA methylation analysis identifies potential prognostic biomarkers in type 2 papillary renal cell carcinoma.

机构信息

Department of Molecular Pharmacology and Experimental Therapeutics, Mayo Clinic, Rochester, Minnesota.

Department of Nephrology, Shanghai General Hospital, Shanghai Jiao Tong University, Shanghai, China.

出版信息

Cancer Med. 2019 Sep;8(12):5760-5768. doi: 10.1002/cam4.2402. Epub 2019 Jul 30.

Abstract

There are currently no effective treatments for advanced-stage papillary renal cell carcinoma (PRCC). The goal of this study is to define potential DNA methylation-based markers and treatment targets for advanced-stage type 2 PRCC. Progressive DNA methylation changes and copy number variation (CNV) from localized to advanced-stage type 2 PRCC are analyzed by using methylation data generated by TCGA's kidney renal papillary cell carcinoma (TCGA-KIRP, 450k array) project. Survival analyses are performed for the identified biomarkers and genes with CNV. In addition, expression of the corresponding genes is investigated by RNA-seq analysis. Progressive methylation changes in several CpGs from localized to advanced-stage type 2 PRCC are observed. Four CpGs (cg00489401, cg27649239, cg20555674, and cg07196505) in particular are identified as markers for differentiating between localized and advanced-stage type 2 PRCC. Copy number analysis reveals that copy gain of PTK7 mostly occurs in advanced-stage type 2 PRCC. Both the four CpG methylation changes and PTK7 copy number gain are associated with patient survival. RNA-seq analysis demonstrates that PTK7 copy gain leads to higher PTK7 expression relative to tumors without copy number gain. Moreover, PTK7 is significantly upregulated from localized to advanced-stage type 2 PRCC and is linked to cancer cell invasion. In conclusion, DNA methylation markers that differentiate between localized and advanced-stage type 2 PRCC may serve as useful markers for disease staging or outcome, while PTK7 copy gain represents a potential treatment target for advanced-stage type 2 PRCC. Stepwise methylation changes and copy number gain also associate with disease stage in PRCC patients.

摘要

目前,针对晚期乳头状肾细胞癌(PRCC)尚无有效的治疗方法。本研究旨在确定潜在的基于 DNA 甲基化的标志物和晚期 2 型 PRCC 的治疗靶点。通过使用 TCGA 的肾肾乳头状细胞癌(TCGA-KIRP,450k 阵列)项目生成的甲基化数据,分析从局限性到晚期 2 型 PRCC 的渐进性 DNA 甲基化变化和拷贝数变异(CNV)。对鉴定的生物标志物和具有 CNV 的基因进行生存分析。此外,通过 RNA-seq 分析研究相应基因的表达。观察到从局限性到晚期 2 型 PRCC 的几个 CpG 中出现渐进性甲基化变化。特别是,发现四个 CpG(cg00489401、cg27649239、cg20555674 和 cg07196505)可作为区分局限性和晚期 2 型 PRCC 的标志物。拷贝数分析表明,PTK7 的拷贝数增益主要发生在晚期 2 型 PRCC 中。四个 CpG 甲基化变化和 PTK7 拷贝数增益均与患者的生存相关。RNA-seq 分析表明,相对于没有拷贝数增益的肿瘤,PTK7 拷贝数增益导致 PTK7 表达更高。此外,PTK7 在从局限性到晚期 2 型 PRCC 的过程中明显上调,与癌细胞侵袭有关。总之,区分局限性和晚期 2 型 PRCC 的 DNA 甲基化标志物可作为疾病分期或预后的有用标志物,而 PTK7 拷贝数增益代表晚期 2 型 PRCC 的潜在治疗靶点。逐步的甲基化变化和拷贝数增益也与 PRCC 患者的疾病分期相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/66d5/6745825/fc926b315065/CAM4-8-5760-g001.jpg

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