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循环游离 DNA 甲基化标志物的发现和验证用于结直肠癌的检测。

Discovery and Validation of Methylation Signatures in Circulating Cell-Free DNA for the Detection of Colorectal Cancer.

机构信息

Department of Epidemiology, School of Public Health, Harbin Medical University, Harbin 150028, China.

Department of Colorectal Surgery, Tumor Hospital of Harbin Medical University, Harbin Medical University, Harbin 150081, China.

出版信息

Biomolecules. 2024 Aug 13;14(8):996. doi: 10.3390/biom14080996.

DOI:10.3390/biom14080996
PMID:39199384
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11353097/
Abstract

This study was conducted with the primary objective of assessing the performance of cfDNA methylation in the detection of colorectal cancer (CRC). Five tumor tissue, 20 peripheral blood leucocyte, and 169 cfDNA samples were collected for whole-genome bisulfite sequencing (WGBS) analysis. Bioinformatic analysis was conducted to identify differentially methylated regions (DMRs) and their functional characteristics. Quantitative methylation-specific PCR (qMSP) was used to validate the methylation levels of DMRs in the tissues and leucocytes. cfDNA samples from CRC patients and healthy controls were used to evaluate the performance of the DMR analysis. WGBS analysis revealed a decrease in DNA methylation levels in the CpG context in CRC tumor tissues compared with adjacent normal tissues. A total of 132 DMRs in cfDNA were identified as potential markers for diagnosing CRC. In a cohort of 95 CRC patients and 74 healthy controls, a combination of the three DMRs (, , and ) yielded an AUC of 0.763, achieving 64.21% sensitivity and 78.38% specificity in discriminating CRC patients from healthy controls. This study provides insights into DNA methylation patterns in CRC and identifies a set of DMRs in cfDNA with potential diagnostic value for CRC. These DMRs hold promise as biomarkers for CRC detection, offering promise for non-invasive CRC diagnosis. Further research is warranted to validate these findings in larger cohorts.

摘要

本研究旨在评估 cfDNA 甲基化在结直肠癌(CRC)检测中的性能。共收集了 5 个肿瘤组织、20 个外周血白细胞和 169 个 cfDNA 样本进行全基因组亚硫酸氢盐测序(WGBS)分析。采用生物信息学分析方法鉴定差异甲基化区域(DMR)及其功能特征。采用定量甲基化特异性 PCR(qMSP)验证组织和白细胞中 DMR 的甲基化水平。采用 cfDNA 样本评估 DMR 分析在 CRC 患者和健康对照中的性能。WGBS 分析显示,CRC 肿瘤组织中 CpG 背景的 DNA 甲基化水平较邻近正常组织降低。共鉴定出 132 个 cfDNA 中的 DMR 作为诊断 CRC 的潜在标志物。在 95 例 CRC 患者和 74 例健康对照者的队列中,三种 DMR(、和)的组合 AUC 为 0.763,在区分 CRC 患者和健康对照者时,敏感性为 64.21%,特异性为 78.38%。本研究深入了解了 CRC 中的 DNA 甲基化模式,并鉴定出 cfDNA 中的一组 DMR 具有 CRC 的潜在诊断价值。这些 DMR 有望成为 CRC 检测的生物标志物,为非侵入性 CRC 诊断提供了前景。需要进一步的研究在更大的队列中验证这些发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/4de0c0b1ffba/biomolecules-14-00996-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/80613e4f2cec/biomolecules-14-00996-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/9d869e269e59/biomolecules-14-00996-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/497944251e01/biomolecules-14-00996-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/4de0c0b1ffba/biomolecules-14-00996-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/80613e4f2cec/biomolecules-14-00996-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/9d869e269e59/biomolecules-14-00996-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/497944251e01/biomolecules-14-00996-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ed95/11353097/4de0c0b1ffba/biomolecules-14-00996-g004.jpg

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Clin Transl Med. 2023 Sep;13(9):e1370. doi: 10.1002/ctm2.1370.
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The Origin of Highly Elevated Cell-Free DNA in Healthy Individuals and Patients with Pancreatic, Colorectal, Lung, or Ovarian Cancer.健康个体和胰腺癌、结直肠癌、肺癌或卵巢癌患者中循环游离 DNA 高度升高的来源。
Cancer Discov. 2023 Oct 5;13(10):2166-2179. doi: 10.1158/2159-8290.CD-21-1252.
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Early Detection of Molecular Residual Disease and Risk Stratification for Stage I to III Colorectal Cancer via Circulating Tumor DNA Methylation.
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JAMA Oncol. 2023 Jun 1;9(6):770-778. doi: 10.1001/jamaoncol.2023.0425.
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Unintrusive multi-cancer detection by circulating cell-free DNA methylation sequencing (THUNDER): development and independent validation studies.基于循环游离 DNA 甲基化测序的非侵入性多癌种检测(THUNDER):开发和独立验证研究。
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