Evidence map›Paper›PMID 42286988›Full record

ArticleCancer medicine2026

The Prognostic Value of Serum Inflammatory Markers in Nasopharyngeal Carcinoma Patients Treated With Immune Checkpoint Inhibitors: A Multicenter Study.

Yang Xu, Jingyi Xie, Danmeng Zhang, Liru Zhu, Xiaojun Chen, Qingqing Zhang, Haoyu Lv, Kaihua Chen, Ling Li, Song Qu and 3 more

Abstract readMulticenter Study
In one paragraph

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

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5 · Who and what money

Authors and funding

13 authors.

Yang XuAffiliated Wu-Ming Hospital of Guangxi Medical University, Nanning, Guangxi, China.
Jingyi XieDepartment of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China.
Danmeng ZhangDepartment of Oncology, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China.
Liru ZhuDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Xiaojun ChenDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Qingqing ZhangDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Haoyu LvAffiliated Wu-Ming Hospital of Guangxi Medical University, Nanning, Guangxi, China.
Kaihua ChenDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.ORCID https://orcid.org/0000-0003-1242-1331
Ling LiDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Song QuDepartment of Radiation Oncology, Guangxi Medical University Cancer Hospital, Nanning, Guangxi, China.
Xishan ChenDepartment of Oncology, The Fourth Affiliated Hospital of Guangxi Medical University, Liuzhou, China.
Wenqi LiuDepartment of Radiation Oncology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, China.ORCID https://orcid.org/0000-0003-4986-1234
Xiaodong ZhuAffiliated Wu-Ming Hospital of Guangxi Medical University, Nanning, Guangxi, China.ORCID https://orcid.org/0000-0002-7997-8268

Funding

Joint Project on Regional High-Incidence Diseases Research of Guangxi Natural Science Foundation 2023GXNSFBA026012the Independent Project of Key Laboratory of Early Prevention & Treatment for Regional High-Incidence-Tumor GKE-ZZ202230the Independent Project of Key Laboratory of Early Prevention & Treatment for Regional High-Incidence-Tumor GKE-ZZ202306the Key Research and Development Program Project of Guangxi Zhuang Autonomous Region GuikeAB23026020
6 · The paper itself

Abstract

backgroundAlthough immune checkpoint inhibitors (ICIs) have revolutionized the treatment of nasopharyngeal carcinoma (NPC), reliable predictive biomarkers need to be further explored. This study aimed to investigate the predictive ability of inflammatory markers for poor prognosis in NPC patients treated with ICIs.

methodsIn this multicenter retrospective study, a total of NPC patients treated with at least two cycles of ICIs from May 2019 to December 2022 at three independent medical centers in China were included. In this study, we collected the multiple hematological parameters from patients prior to treatment to calculate serum inflammatory markers, and we performed the multivariate COX analysis to identify independent prognostic factors for constructing columnar plots. Then the ROC survival curves, calibration curves, and clinical curve analysis were used to assess the predictive performance of the model.

resultsA total of 170 patients were included in the training group with a median follow-up of 26 months. Univariate and multivariate Cox regression analyses showed that Hb, Prognostic Nutritional Index (PNI), and the number of metastases were independent prognostic factors for overall survival (OS). A nomogram was constructed based on these three factors to predict the prognosis of NPC patients after ICI treatment. The nomogram achieved a C-index of 0.733 in the training cohort and 0.743 in the validation cohort, indicating good discriminative ability. Time-dependent ROC curves demonstrated favorable predictive accuracy, with area under the curve (AUC) values for 1-, 2-, and 3-year OS of 0.701, 0.756, and 0.760 in the training set, and 0.773, 0.784, and 0.777 in the validation set. The model was further validated using calibration plots and decision curve analysis (DCA), and patients were categorized into high- and low-risk groups, with the validation cohort also showing consistent survival differentiation.

conclusionThe combination of serum inflammatory markers and clinicopathological factors may serve as a practical prognostic tool to predict NPC patients who may benefit from ICIs.

Indexed as

Biomarkers, TumorImmune Checkpoint InhibitorsNasopharyngeal CarcinomaNasopharyngeal NeoplasmsAdultChinaFemaleHumansInflammationMaleMiddle AgedNomogramsPrognosisRetrospective StudiesROC CurveBiomarkers, TumorImmune Checkpoint Inhibitorsimmune checkpoint inhibitorsimmunityinflammationnasopharyngeal carcinomanomogramnutritionprognosis

Identifiers

PMID42286988
PMCPMC13263542

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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.