Systemic Inflammation Mediates the Association Between Plasma Epstein–Barr Virus DNA and Mortality in Metastatic Nasopharyngeal Carcinoma

We aimed to comprehensively evaluate the associations of a broad panel of systemic inflammation-related biomarkers with overall survival (OS) in metastatic nasopharyngeal carcinoma (mNPC) and to assess whether these signatures mediate the adverse impact of high EBV DNA burden on long-term outcomes. This study included 1847 patients with mNPC treated at Sun Yat-sen University Cancer Center between 2016 and 2022. Multivariable Cox proportional hazards models, restricted cubic spline (RCS) models, and time-dependent receiver operating characteristic (ROC) curve analyses were used to evaluate associations of inflammation-related indices with OS. Exploratory mediation analyses quantified the extent to which biomarkers partially mediated the association between plasma EBV DNA burden and mortality risk. Mean follow-up was 45.4 months; 713 (38.6%) deaths occurred. Plasma EBV DNA showed stable discrimination (AUCs of 0.63, 0.62, and 0.61 for 1-, 3-, and 5-year OS). After full adjustment, CALLY and LCR were protective, whereas CAR, NAR, SIRI, IBI, MLR, NC, PC, GPS, mGPS, and LCS were adverse. CAR, CALLY, LCR, IBI, and NC showed the highest discrimination (1-year AUCs, 0.65-0.66). Mediation analyses indicated that MLR, SIRI, CALLY, and NC accounted for 7.6%-9.6% of the EBV DNA load-mortality association. Elevated pretreatment EBV DNA was associated with a coordinated systemic inflammatory profile and worse OS in mNPC. Selected inflammatory markers statistically accounted for a modest proportion of the observed association between EBV DNA burden and mortality. Integrating EBV DNA with inflammatory profiles may improve risk stratification and guide intensified surveillance, earlier assessment, and risk-adapted therapy.

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Journal
International Journal of Cancer
Published
2026-10-05
DOI
https://doi.org/10.1002/ijc.70772
Primary Topic
Inflammatory Biomarkers in Disease Prognosis
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article
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article

Systemic Inflammation Mediates the Association Between Plasma Epstein–Barr Virus DNA and Mortality in Metastatic Nasopharyngeal Carcinoma

Wei‐Xiong Xia, Jie Gong, Yu‐Wen Kuang, Yu‐Chen Hua et al.
International Journal of Cancer
Inflammatory Biomarkers in Disease Prognosis
article

Systemic Inflammation Mediates the Association Between Plasma Epstein–Barr Virus DNA and Mortality in Metastatic Nasopharyngeal Carcinoma

Wei‐Xiong Xia, Jie Gong, Yu‐Wen Kuang, Yu‐Chen Hua, Chuan‐Run Zhang, Meng‐Wen Wang, Jia‐Yu Zhou, Ying Deng, Qin Liu, Jia‐Huan Lu, Xiang Guo, Zhi‐Ming Zeng, Shu‐Shu Han
article en

Abstract

We aimed to comprehensively evaluate the associations of a broad panel of systemic inflammation-related biomarkers with overall survival (OS) in metastatic nasopharyngeal carcinoma (mNPC) and to assess whether these signatures mediate the adverse impact of high EBV DNA burden on long-term outcomes. This study included 1847 patients with mNPC treated at Sun Yat-sen University Cancer Center between 2016 and 2022. Multivariable Cox proportional hazards models, restricted cubic spline (RCS) models, and time-dependent receiver operating characteristic (ROC) curve analyses were used to evaluate associations of inflammation-related indices with OS. Exploratory mediation analyses quantified the extent to which biomarkers partially mediated the association between plasma EBV DNA burden and mortality risk. Mean follow-up was 45.4 months; 713 (38.6%) deaths occurred. Plasma EBV DNA showed stable discrimination (AUCs of 0.63, 0.62, and 0.61 for 1-, 3-, and 5-year OS). After full adjustment, CALLY and LCR were protective, whereas CAR, NAR, SIRI, IBI, MLR, NC, PC, GPS, mGPS, and LCS were adverse. CAR, CALLY, LCR, IBI, and NC showed the highest discrimination (1-year AUCs, 0.65-0.66). Mediation analyses indicated that MLR, SIRI, CALLY, and NC accounted for 7.6%-9.6% of the EBV DNA load-mortality association. Elevated pretreatment EBV DNA was associated with a coordinated systemic inflammatory profile and worse OS in mNPC. Selected inflammatory markers statistically accounted for a modest proportion of the observed association between EBV DNA burden and mortality. Integrating EBV DNA with inflammatory profiles may improve risk stratification and guide intensified surveillance, earlier assessment, and risk-adapted therapy.

International Journal of Cancer
Sun Yat-sen University (CN), Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Peking University (CN), Sun Yat-sen University Cancer Center (CN)
Openalex Percentile: Top 16%
Inflammatory Biomarkers in Disease Prognosis
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