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循环游离DNA中的5-羟甲基胞嘧啶分析作为弥漫性大B细胞淋巴瘤的诊断生物标志物

5-Hydroxymethylcytosine profilings in circulating cell-free DNA as diagnostic biomarkers for DLBCL.

作者信息

Chen Hangyu, Duolikun Maimaitiyasen, Zhu Hai-Chuan

机构信息

Institute of Biology and Medicine, College of Life and Health Sciences, Wuhan University of Science and Technology, Wuhan, China.

Department of Pharmacy, Peking University Third Hospital, Beijing, China.

出版信息

Front Cell Dev Biol. 2024 Nov 15;12:1387959. doi: 10.3389/fcell.2024.1387959. eCollection 2024.

DOI:10.3389/fcell.2024.1387959
PMID:39620143
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11604450/
Abstract

BACKGROUND

5-Hydroxymethylcytosine (5hmC) is an important DNA epigenetic modification that plays a vital role in tumorigenesis, progression and prognosis. Previous studies have shown that it plays an important role in the prognosis of diffuse large B-cell lymphoma (DLBCL) and in the prediction of the efficacy of R-CHOP therapy. However, its potential for diagnosing DLBCL has not been reported. Here, we investigated the utility of 5hmC in plasma cfDNA in the diagnosis of DLBCL.

METHODS

Applying 5hmC-Seal technique, we obtained genome-wide 5hmC profiles in plasma cell-free DNA (cfDNA) samples from 176 Chinese subjects, included 86 DLBCL patients and 90 healthy controls. To investigate whether 5hmC can be used as a diagnostic biomarker for DLBCL, we separated patients and healthy controls into training (DLBCL = 56, Healthy = 60) and validation (DLBCL = 30, Healthy = 30) cohorts and developed a 5hmC-based logistic regression model from the training cohort to diagnose the DLBCL patients in the validation cohort.

RESULTS

In this study, we found 10 5hmC biomarkers, and the models created by these differentially regulated 5hmC modified genes showed high accuracy in distinguishing DLBCL patients from healthy controls (validation cohort: AUC = 0.94; (95% CI 88.8%-99.4%)).

CONCLUSION

Our study suggested that 5hmC markers derived from plasma cfDNA can served as effective epigenetic biomarkers for minimally invasive diagnosis of DLBCL.

摘要

背景

5-羟甲基胞嘧啶(5hmC)是一种重要的DNA表观遗传修饰,在肿瘤发生、发展和预后中起着至关重要的作用。先前的研究表明,它在弥漫性大B细胞淋巴瘤(DLBCL)的预后及R-CHOP治疗疗效预测中发挥重要作用。然而,其在DLBCL诊断中的潜力尚未见报道。在此,我们研究了血浆游离DNA(cfDNA)中的5hmC在DLBCL诊断中的应用价值。

方法

应用5hmC-Seal技术,我们获得了176名中国受试者血浆游离DNA(cfDNA)样本的全基因组5hmC图谱,其中包括86例DLBCL患者和90名健康对照。为了研究5hmC是否可作为DLBCL的诊断生物标志物,我们将患者和健康对照分为训练组(DLBCL = 56例,健康 = 60例)和验证组(DLBCL = 30例,健康 = 30例),并从训练组中建立基于5hmC的逻辑回归模型以诊断验证组中的DLBCL患者。

结果

在本研究中,我们发现了10个5hmC生物标志物,由这些差异调节的5hmC修饰基因创建的模型在区分DLBCL患者和健康对照方面显示出高准确性(验证组:AUC = 0.94;(95% CI 88.8%-99.4%))。

结论

我们的研究表明,源自血浆cfDNA的5hmC标志物可作为DLBCL微创诊断的有效表观遗传生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/59d1bcbcc421/fcell-12-1387959-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/da0522539b4f/fcell-12-1387959-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/f3c8c722db3c/fcell-12-1387959-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/51a6e51266db/fcell-12-1387959-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/d1af2bd47238/fcell-12-1387959-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/59d1bcbcc421/fcell-12-1387959-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/da0522539b4f/fcell-12-1387959-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/f3c8c722db3c/fcell-12-1387959-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/51a6e51266db/fcell-12-1387959-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/d1af2bd47238/fcell-12-1387959-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/44e0/11604450/59d1bcbcc421/fcell-12-1387959-g005.jpg

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本文引用的文献

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DNA methylation analysis explores the molecular basis of plasma cell-free DNA fragmentation.DNA 甲基化分析探索了血浆游离 DNA 片段化的分子基础。
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