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

被引:0
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作者
Chen, Bijuan [1 ]
Wang, Di [2 ]
Xu, Yun [1 ]
Guo, Qiaojuan [1 ]
Pan, Jianji [1 ]
Yu, Sisi [1 ]
Fang, Yunxiang [3 ]
Xiao, Shuxiang [3 ]
Ruan, Yuanyuan [3 ]
Yang, Shanshan [3 ]
Lin, Mingan [3 ]
Hong, Jinsheng [4 ,5 ,6 ]
Zhan, Zhouwei [7 ]
Lin, Shaojun [1 ]
机构
[1] Fujian Med Univ, Fujian Canc Hosp, Clin Oncol Sch, Dept Radiat Oncol, Fuzhou 350014, Fujian, Peoples R China
[2] Fujian Med Univ, Fujian Canc Hosp, Dept Mol Pathol, Clin Oncol Sch, Fuzhou 350014, Fujian, Peoples R China
[3] Fujian Med Univ, Fujian Canc Hosp, Clin Oncol Sch, Fuzhou 350014, Fujian, Peoples R China
[4] Fujian Med Univ, Affiliated Hosp 1, Canc Ctr, Dept Radiotherapy, Fuzhou 350005, Peoples R China
[5] Fujian Med Univ, Affiliated Hosp 1, Natl Reg Med Ctr, Dept Radiotherapy, Binhai Campus, Fuzhou 350212, Peoples R China
[6] Fujian Med Univ, Affiliated Hosp 1, Key Lab Radiat Biol Fujian Higher Educ Inst, Fuzhou 350005, Peoples R China
[7] Fujian Med Univ, Fujian Canc Hosp, Clin Oncol Sch, Dept Med Oncol, Fuzhou 350014, Fujian, Peoples R China
关键词
Nasopharyngeal carcinoma; Epigenetics; cfDNA; 5-hydroxymethylcytosine; Diagnosis; BARR-VIRUS-DNA; QUANTITATIVE-ANALYSIS; CANCER; PLASMA; METHYLATION; SERUM; ACIDS; TISSUE;
D O I
10.1016/j.ejca.2024.114294
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
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 nontumor 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 EBVnegative 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.
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页数:9
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