结肠直肠癌检测循环无细胞DNA甲基化生物标志物的全基因组发现。

IF 5.7 2区 医学 Q1 Medicine Clinical Epigenetics Pub Date : 2023-07-27 DOI:10.1186/s13148-023-01518-5
Qingxiao Fang, Ziming Yuan, Hanqing Hu, Weiyuan Zhang, Guiyu Wang, Xishan Wang
{"title":"结肠直肠癌检测循环无细胞DNA甲基化生物标志物的全基因组发现。","authors":"Qingxiao Fang,&nbsp;Ziming Yuan,&nbsp;Hanqing Hu,&nbsp;Weiyuan Zhang,&nbsp;Guiyu Wang,&nbsp;Xishan Wang","doi":"10.1186/s13148-023-01518-5","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Colorectal polyp is known a precursor of colorectal cancer (CRC) that holds an increased risk for progression to CRC. Circulating cell-free DNA (cfDNA) methylation has shown favorable performance in the detection and monitoring the malignant progression in a variety of cancers.</p><p><strong>Results: </strong>To discover cfDNA methylation markers for the diagnosis of CRC, we first performed a genome-wide analysis between eight CRC and eight polyp tissues using the Infinium HumanMethylationEPIC BeadChip. We identified 7008 DMCs, and after filtering, we validated 39 DMCs by MethylTarget sequencing in 62 CRC and 56 polyp tissues. A panel of four CpGs (cg04486886, cg06712559, cg13539460, and cg27541454) was selected as the methylation marker in tissue by LASSO and random forest models. A diagnosis prediction model was built based on the four CpGs, and the methylation diagnosis score (md-score) can effectively discriminate tissues with CRC from polyp patients (AUROC > 0.9). Finally, the cg27541454 was confirmed hypermethylated in CRC (AUC = 0.85) in the plasma validation cohort.</p><p><strong>Conclusions: </strong>Our findings suggest that the md-score could robustly detect CRC from polyp tissues, and cg27541454 may be a promising candidate noninvasive biomarker for CRC early diagnosis.</p>","PeriodicalId":48652,"journal":{"name":"Clinical Epigenetics","volume":null,"pages":null},"PeriodicalIF":5.7000,"publicationDate":"2023-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375686/pdf/","citationCount":"3","resultStr":"{\"title\":\"Genome-wide discovery of circulating cell-free DNA methylation biomarkers for colorectal cancer detection.\",\"authors\":\"Qingxiao Fang,&nbsp;Ziming Yuan,&nbsp;Hanqing Hu,&nbsp;Weiyuan Zhang,&nbsp;Guiyu Wang,&nbsp;Xishan Wang\",\"doi\":\"10.1186/s13148-023-01518-5\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Colorectal polyp is known a precursor of colorectal cancer (CRC) that holds an increased risk for progression to CRC. Circulating cell-free DNA (cfDNA) methylation has shown favorable performance in the detection and monitoring the malignant progression in a variety of cancers.</p><p><strong>Results: </strong>To discover cfDNA methylation markers for the diagnosis of CRC, we first performed a genome-wide analysis between eight CRC and eight polyp tissues using the Infinium HumanMethylationEPIC BeadChip. We identified 7008 DMCs, and after filtering, we validated 39 DMCs by MethylTarget sequencing in 62 CRC and 56 polyp tissues. A panel of four CpGs (cg04486886, cg06712559, cg13539460, and cg27541454) was selected as the methylation marker in tissue by LASSO and random forest models. A diagnosis prediction model was built based on the four CpGs, and the methylation diagnosis score (md-score) can effectively discriminate tissues with CRC from polyp patients (AUROC > 0.9). Finally, the cg27541454 was confirmed hypermethylated in CRC (AUC = 0.85) in the plasma validation cohort.</p><p><strong>Conclusions: </strong>Our findings suggest that the md-score could robustly detect CRC from polyp tissues, and cg27541454 may be a promising candidate noninvasive biomarker for CRC early diagnosis.</p>\",\"PeriodicalId\":48652,\"journal\":{\"name\":\"Clinical Epigenetics\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":5.7000,\"publicationDate\":\"2023-07-27\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10375686/pdf/\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Clinical Epigenetics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1186/s13148-023-01518-5\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Clinical Epigenetics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s13148-023-01518-5","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"Medicine","Score":null,"Total":0}
引用次数: 3

摘要

背景:结直肠息肉是已知的结直肠癌(CRC)的前兆,其发展为CRC的风险增加。循环游离DNA (cfDNA)甲基化在多种癌症的恶性进展检测和监测中显示出良好的性能。结果:为了发现诊断CRC的cfDNA甲基化标记,我们首先使用Infinium HumanMethylationEPIC BeadChip对8个CRC和8个息肉组织进行了全基因组分析。我们鉴定了7008个DMCs,筛选后,我们通过MethylTarget测序在62个CRC和56个息肉组织中验证了39个DMCs。通过LASSO和随机森林模型选择4个CpGs (cg04486886、cg06712559、cg13539460和cg27541454)作为组织中的甲基化标记。基于4个CpGs构建诊断预测模型,甲基化诊断评分(md-score)可有效区分结直肠癌组织与息肉患者(AUROC > 0.9)。最后,在血浆验证队列中,cg27541454在CRC中被证实高甲基化(AUC = 0.85)。结论:我们的研究结果表明,md-score可以从息肉组织中检测出CRC, cg27541454可能是一种有希望的CRC早期诊断的非侵入性生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

摘要图片

摘要图片

摘要图片

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Genome-wide discovery of circulating cell-free DNA methylation biomarkers for colorectal cancer detection.

Background: Colorectal polyp is known a precursor of colorectal cancer (CRC) that holds an increased risk for progression to CRC. Circulating cell-free DNA (cfDNA) methylation has shown favorable performance in the detection and monitoring the malignant progression in a variety of cancers.

Results: To discover cfDNA methylation markers for the diagnosis of CRC, we first performed a genome-wide analysis between eight CRC and eight polyp tissues using the Infinium HumanMethylationEPIC BeadChip. We identified 7008 DMCs, and after filtering, we validated 39 DMCs by MethylTarget sequencing in 62 CRC and 56 polyp tissues. A panel of four CpGs (cg04486886, cg06712559, cg13539460, and cg27541454) was selected as the methylation marker in tissue by LASSO and random forest models. A diagnosis prediction model was built based on the four CpGs, and the methylation diagnosis score (md-score) can effectively discriminate tissues with CRC from polyp patients (AUROC > 0.9). Finally, the cg27541454 was confirmed hypermethylated in CRC (AUC = 0.85) in the plasma validation cohort.

Conclusions: Our findings suggest that the md-score could robustly detect CRC from polyp tissues, and cg27541454 may be a promising candidate noninvasive biomarker for CRC early diagnosis.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Clinical Epigenetics
Clinical Epigenetics Biochemistry, Genetics and Molecular Biology-Developmental Biology
CiteScore
8.90
自引率
5.30%
发文量
150
审稿时长
12 weeks
期刊介绍: Clinical Epigenetics, the official journal of the Clinical Epigenetics Society, is an open access, peer-reviewed journal that encompasses all aspects of epigenetic principles and mechanisms in relation to human disease, diagnosis and therapy. Clinical trials and research in disease model organisms are particularly welcome.
期刊最新文献
The association between prenatal famine, DNA methylation and mental disorders: a systematic review and meta-analysis. Evaluation of commercial kits for isolation and bisulfite conversion of circulating cell-free tumor DNA from blood. Crosstalk between DNA methylation and hypoxia in acute myeloid leukaemia. Analysis of DNA methylation at birth and in childhood reveals changes associated with season of birth and latitude. Degradation of methylation signals in cryopreserved DNA.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1