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循环无细胞 DNA 中的 5-羟甲基胞嘧啶作为鼻咽癌的诊断生物标志物。

5-Hydroxymethylcytosines in circulating cell-free DNA as a diagnostic biomarker for nasopharyngeal carcinoma.

机构信息

Department of Radiation Oncology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian 350014, China.

Department of Molecular Pathology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, Fujian 350014, China.

出版信息

Eur J Cancer. 2024 Oct;210:114294. doi: 10.1016/j.ejca.2024.114294. Epub 2024 Sep 7.

DOI:10.1016/j.ejca.2024.114294
PMID:39213787
Abstract

OBJECTIVE

To evaluate the diagnostic value of 5-hydroxymethylcytosines (5hmC) in circulating cell-free DNA (cfDNA) for nasopharyngeal carcinoma (NPC) and to develop a diagnostic model.

METHODS

Genome-wide 5hmC profiles in cfDNA from 174 NPC patients and 146 non-cancer individuals were analyzed using the 5hmC-Seal technique. A cfDNA 5hmC-based diagnostic model to identify NPC patients was developed using least absolute shrinkage and selection operator (LASSO) logistic regression, and performance was evaluated with receiver operating characteristic (ROC) curves and confusion matrices.

RESULTS

The 5hmC-Seal data from patients with NPC showed a different genome-wide distribution than non-tumor samples. Our initial analysis revealed a 12-gene-based 5hmC marker panel to be an accurate diagnostic model effectively distinguishing between NPC samples and non-cancerous samples (training set: area under curve (AUC)= 0.97 [95 % CI: 0.94-0.99]; and test set: AUC= 0.93 [95 % CI: 0.88-0.98]) superior to EBV DNA testing. The diagnostic score performed well in differentiating the non-cancer subjects from early-stage NPC (training set: AUC=0.99 [95 % CI: 0.98-1]; test set: AUC=0.98 [95 % CI: 0.95-1]), and advanced-stage NPC (training set: AUC=0.96 [95 % CI: 0.93-0.99]; test set: AUC=0.93 [95 % CI: 0.88-0.98]). Notably, in EBV-negative patients, the diagnostic scores showed excellent capacity for distinguishing EBV-negative patients with NPC from non-cancer subjects in both the training set (AUC= 0.94 [95 % CI: 0.88-1]) and test set (AUC=0.91 [95 % CI: 0.81-1]).

CONCLUSION

5hmC modifications in cfDNA are promising noninvasive biomarkers for NPC, offering high sensitivity and specificity, particularly for early-stage and EBV-negative NPC.

摘要

目的

评估 5-羟甲基胞嘧啶(5hmC)在循环游离 DNA(cfDNA)中的诊断价值,用于鼻咽癌(NPC),并开发一种诊断模型。

方法

使用 5hmC-Seal 技术分析了 174 例 NPC 患者和 146 例非癌症个体的 cfDNA 全基因组 5hmC 图谱。使用最小绝对值收缩和选择算子(LASSO)逻辑回归建立了基于 cfDNA 5hmC 的诊断模型,以识别 NPC 患者,并通过接受者操作特征(ROC)曲线和混淆矩阵评估性能。

结果

NPC 患者的 5hmC-Seal 数据显示出与非肿瘤样本不同的全基因组分布。我们的初步分析显示,基于 12 个基因的 5hmC 标志物面板是一种有效的诊断模型,可有效区分 NPC 样本和非癌样本(训练集:曲线下面积(AUC)=0.97[95%置信区间:0.94-0.99];和测试集:AUC=0.93[95%CI:0.88-0.98])优于 EBV DNA 检测。该诊断评分在区分非癌症受试者与早期 NPC(训练集:AUC=0.99[95%CI:0.98-1];测试集:AUC=0.98[95%CI:0.95-1])和晚期 NPC(训练集:AUC=0.96[95%CI:0.93-0.99];测试集:AUC=0.93[95%CI:0.88-0.98])方面表现良好。值得注意的是,在 EBV 阴性患者中,诊断评分在训练集(AUC=0.94[95%CI:0.88-1])和测试集(AUC=0.91[95%CI:0.81-1])中均显示出从 EBV 阴性 NPC 患者与非癌症患者中区分 EBV 阴性患者的优异能力。

结论

cfDNA 中的 5hmC 修饰是 NPC 有前途的非侵入性生物标志物,具有高灵敏度和特异性,特别是对早期和 EBV 阴性 NPC。

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