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通过肿瘤组织和正常组织的配对甲基化组分析揭示靶向游离DNA甲基化区域

Unveiling targeted cell-free DNA methylation regions through paired methylome analysis of tumor and normal tissues.

作者信息

Li Tingyi, Patel Krupal B, Yu Xiaoqing, Yao Sijie, Wang Liang, Chung Christine H, Wang Xuefeng

机构信息

Department of Biostatistics and Bioinformatics, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, 33612, USA.

Department of Head and Neck-Endocrine Oncology, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida, 33612, USA.

出版信息

bioRxiv. 2023 Jun 29:2023.06.27.546654. doi: 10.1101/2023.06.27.546654.

Abstract

Liquid biopsy analysis of cell-free DNA (cfDNA) has revolutionized cancer research by enabling non-invasive assessment of tumor-derived genetic and epigenetic changes. In this study, we conducted a comprehensive paired-sample differential methylation analysis (psDMR) on reprocessed methylation data from two large datasets, CPTAC and TCGA, to identify and validate differentially methylated regions (DMRs) as potential cfDNA biomarkers for head and neck squamous cell carcinoma (HNSC). Our hypothesis is that the paired sample test provides a more suitable and powerful approach for the analysis of heterogeneous cancers like HNSC. The psDMR analysis revealed a significant number of overlapped hypermethylated DMRs between two datasets, indicating the reliability and relevance of these regions for cfDNA methylation biomarker discovery. We identified several candidate genes, including , , and , which have been previously established as liquid biopsy methylation biomarkers in various cancer types. Furthermore, we demonstrated the efficacy of targeted region analysis using cfDNA methylation data from oral cavity squamous cell carcinoma and nasopharyngeal carcinoma patients, further validating the utility of psDMR analysis in prioritizing cfDNA methylation biomarkers. Overall, our study contributes to the development of cfDNA-based approaches for early cancer detection and monitoring, expanding our understanding of the epigenetic landscape of HNSC, and providing valuable insights for liquid biopsy biomarker discovery not only in HNSC and other cancer types.

摘要

对游离DNA(cfDNA)进行液体活检分析,通过实现对肿瘤衍生的基因和表观遗传变化的非侵入性评估,彻底改变了癌症研究。在本研究中,我们对来自两个大型数据集CPTAC和TCGA的重新处理后的甲基化数据进行了全面的配对样本差异甲基化分析(psDMR),以识别和验证差异甲基化区域(DMR)作为头颈部鳞状细胞癌(HNSC)潜在的cfDNA生物标志物。我们的假设是,配对样本测试为分析像HNSC这样的异质性癌症提供了一种更合适、更强大的方法。psDMR分析揭示了两个数据集之间大量重叠的高甲基化DMR,表明这些区域对于cfDNA甲基化生物标志物发现的可靠性和相关性。我们鉴定了几个候选基因,包括 、 和 ,这些基因先前已在各种癌症类型中被确立为液体活检甲基化生物标志物。此外,我们利用口腔鳞状细胞癌和鼻咽癌患者的cfDNA甲基化数据证明了靶向区域分析的有效性,进一步验证了psDMR分析在确定cfDNA甲基化生物标志物优先级方面的实用性。总体而言,我们的研究有助于开发基于cfDNA的早期癌症检测和监测方法·扩展我们对HNSC表观遗传景观的理解,并不仅为HNSC和其他癌症类型的液体活检生物标志物发现提供有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/af00/10327111/5310f79793e7/nihpp-2023.06.27.546654v1-f0001.jpg

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