Evidence map›Paper›PMID 41572346›Full record

ArticleBiomarker research2026

Evaluation of Epstein-Barr virus DNA methylation and load in saliva in the management of individuals at high risk of nasopharyngeal carcinoma.

Xiao-Hui Zheng, Ting Zhou, Xi-Zhao Li, Xiao-Jing Yang, Yu-Meng Zhang, Cao-Li Tang, Cheng-Tao Jiang, Pei-Fen Zhang, Ying Liao, Yong-Qiao He and 4 more

Abstract read
In one paragraph

Article in Biomarker research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Xiao-Hui Zheng *State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Ting Zhou *State Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Xi-Zhao LiState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Xiao-Jing YangState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Yu-Meng ZhangSchool of Public Health, Sun Yat-sen University, Guangzhou, 510080, P. R. China.
Cao-Li TangSchool of Public Health, Sun Yat-sen University, Guangzhou, 510080, P. R. China.
Cheng-Tao JiangState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Pei-Fen ZhangState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Ying LiaoState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Yong-Qiao HeState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Wen-Qiong XueState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Tong-Min WangState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China.
Weimin YeDepartment of Epidemiology and Health Statistics, School of Public Health, Fujian Medical University, University Town, No 1, Xue Yuan Road, Fujian, 350108, P. R. China. ywm@fjmu.edu.cn.
Wei-Hua JiaState Key Laboratory of Oncology in South China, Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-sen University Cancer Center, 651 Dongfeng East Road, Guangzhou, 510060, P. R. China. jiawh@sysucc.org.cn.

Funding

Gene-environment EBV Interactions in the Etiology of Nasopharyngeal Carcinoma (NPR01CA115873 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI ADAMI, HANS-OLOV · 2008 to 2013
$2.4M
Fundamental Research Funds for the Central Universities, Sun Yat-sen University 24gnpy289Fundamental Research Funds for the Central Universities, Sun Yat-sen University 24ykqb002National Key Research and Development Program of China 2021YFC2500400National Natural Science Foundation of China 81802708National Natural Science Foundation of China 82373656NCI NIH HHS R01 CA115873Noncommunicable Chronic Diseases-National Science and Technology Major Project 2023ZD0501000Science and Technology Planning Project of Guangdong Province 2019B030316031the Key Area Research and Development Program of Guangdong Province, China 2019B110233004the National Cancer Institute at the U.S. National Institutes of Health R01CA115873
6 · The paper itself

Abstract

backgroundThe current Epstein–Barr virus (EBV) antibody-based screening strategy for nasopharyngeal carcinoma (NPC) has been used for years. However, its low positive predictive value (PPV) often leads to unnecessary diagnostic procedures. Thus, further triage strategies are needed.

methodsSaliva EBV DNA methylation and viral load were explored as noninvasive triage tools for NPC detection in this study. Saliva samples were collected from 621 NPC patients and 642 healthy controls recruited in Guangdong Province, China, between 2011 and 2014. The EBV DNA methylation and viral load were measured by real-time PCR, and the diagnostic performance was assessed for each biomarker individually and in combination using a logistic regression model. A simulation model was developed to evaluate the efficiency of a stepwise screening strategy integrating serum EBV antibody testing and saliva EBV DNA testing.

resultsCompared with the controls, EBV load was decreased while DNA methylation was increased in the saliva of NPC patients (both P < 0.0001). The area under the curve (AUC) values for saliva EBV DNA methylation and viral load in distinguishing patients from controls were 0.865 (95% CI: 0.835–0.894) and 0.594 (95% CI: 0.552–0.637), respectively. Combining both markers increased the AUC to 0.908 (95% CI: 0.868–0.947). In the high-risk group based on serum EBV antibody testing, the combination of assessments of saliva EBV DNA methylation and viral load yielded an AUC of 0.969 (95% CI: 0.945–0.993). In a modeled screening program, a stepwise approach using serum EBV antibodies followed by saliva testing for EBV DNA methylation and viral load reduced the number of endoscopic examinations needed to identify one patient with NPC by approximately 60%, increasing the PPVs to 2.40–2.63 times across populations with NPC incidence rates ranging from 10 to 200 per 100,000, compared with EBV serology-only screening.

conclusionsSaliva testing for EBV DNA methylation and viral load shows potential as a triage tool following serum EBV antibody-based screening. The feasibility of home-based self-sampling further increases its utility in the management of individuals at high risk of NPC. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

DNA methylationEBV antibodyEBV loadNPC screeningSaliva

Identifiers

PMID41572346
PMCPMC12828917

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.