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上皮性卵巢癌中与化疗耐药相关的DNA甲基化特征

DNA methylation characteristics associated with chemotherapy resistance in epithelial ovarian cancer.

作者信息

Duan Changling, Yan Zhongxin, Wu Cailiang, Zhou Xuexin, Bao Wei

机构信息

Department of Obstetrics and Gynecology, Shanghai General Hospital, Shanghai Jiao Tong University School of Medicine, 200080, Shanghai, China.

出版信息

Heliyon. 2024 Feb 29;10(5):e27212. doi: 10.1016/j.heliyon.2024.e27212. eCollection 2024 Mar 15.

Abstract

OBJECTIVE

The high mortality rate of epithelial ovarian cancer (EOC) is often attributed to the frequent development of chemoresistance. DNA methylation is a predictive biomarker for chemoresistance.

METHODS

This study utilized DNA methylation profiles and relevant information from GEO and TCGA to identify different methylated CpG sites (DMCs) between chemoresistant and chemosensitive patients. Subsequently, we constructed chemoresistance risk models with DMCs. The genes corresponding to candidate DMCs in chemoresistance risk models were further analyzed to identify different methylated gene symbols (DMGs) associated with chemoresistance. The DMGs that showed a strong correlation with the corresponding DMCs were analyzed through immunohistochemistry.

RESULTS

Compared to chemosensitive EOC patients, chemoresistant patients showed 423 hypermethylated CpGs and 1445 hypomethylated CpGs. The chemoresistance risk models based on DMCs have shown the improved predictive ability for chemoresistance in EOC (AUC = 65.0-76.2%). The methylations of cg25510164, cg13154880, cg15362155 and cg08665359 were strongly associated with decreased risk of chemoresistance. Conversely, the methylation of cg08872590 and cg14739437 significantly increased the risk. We identified 13 DMGs, from 47 DMCs corresponding genes, between chemosensitive and chemoresistant samples. Among the DMGs, the expression levels of DDR2 and OPCML exhibited strong correlations with the corresponding DMCs. DDR2 and OPCML both showed enhanced expression in chemoresistant ovarian microarray tissue.

CONCLUSIONS

Hypomethylated CpGs may play a significant role in DNA methylation associated with chemoresistance in EOC. The epigenetic modification of DDR2 could have important implications for the development of chemoresistance. Our study provides valuable insights for future research on DNA methylation in the chemoresistance of EOC.

摘要

目的

上皮性卵巢癌(EOC)的高死亡率通常归因于化疗耐药性的频繁出现。DNA甲基化是化疗耐药性的一种预测生物标志物。

方法

本研究利用来自GEO和TCGA的DNA甲基化谱及相关信息,以识别化疗耐药和化疗敏感患者之间不同的甲基化CpG位点(DMC)。随后,我们用DMC构建化疗耐药风险模型。对化疗耐药风险模型中候选DMC对应的基因进行进一步分析,以识别与化疗耐药相关的不同甲基化基因符号(DMG)。通过免疫组织化学分析与相应DMC显示出强相关性的DMG。

结果

与化疗敏感的EOC患者相比,化疗耐药患者表现出423个高甲基化CpG和1445个低甲基化CpG。基于DMC的化疗耐药风险模型已显示出对EOC化疗耐药性有改善的预测能力(AUC = 65.0 - 76.2%)。cg25510164、cg13154880、cg15362155和cg08665359的甲基化与化疗耐药风险降低密切相关。相反,cg08872590和cg14739437的甲基化显著增加了风险。我们在化疗敏感和化疗耐药样本之间从47个DMC对应的基因中识别出13个DMG。在这些DMG中,DDR2和OPCML的表达水平与相应的DMC表现出强相关性。DDR2和OPCML在化疗耐药的卵巢微阵列组织中均显示出表达增强。

结论

低甲基化CpG可能在EOC中与化疗耐药相关的DNA甲基化中起重要作用。DDR2的表观遗传修饰可能对化疗耐药的发展具有重要意义。我们的研究为未来EOC化疗耐药中DNA甲基化的研究提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a5f5/10926131/4dcb2b8f8340/gr1.jpg

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