Evidence map›Paper›PMID 41699334›Full record

ArticleJournal of cancer survivorship : research and practice2026

Network analysis of symptom clusters and core symptom changes in nasopharyngeal cancer survivors: a longitudinal study.

Jing Li, Wenwen Cai, Qingcai Wu, Chao Tang, Yueyao Cao, Yalan Song

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Article in Journal of cancer survivorship : research and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Jing Li *Department of Radtion Oncology, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China.ORCID http://orcid.org/0009-0000-7149-7809
Wenwen Cai *Department of Radtion Oncology, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China.ORCID http://orcid.org/0000-0002-3513-8523
Qingcai WuDepartment of Radtion Oncology, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China.
Chao TangDepartment of Radtion Oncology, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China.
Yueyao CaoNursing Department, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China.ORCID http://orcid.org/0009-0006-8751-0848
Yalan SongNursing Department, Guangzhou Institute of Cancer Research, the Affiliated Cancer Hospital, Guangzhou Medical University, Guangzhou, 510095, China. Syalan@126.com.ORCID http://orcid.org/0009-0002-7454-0440

Funding

Guangzhou Science and Technology Plan Project 2025A03J3767
6 · The paper itself

Abstract

purposeThis study aimed to identify symptom clusters in survivors with nasopharyngeal carcinoma undergoing radiotherapy and to explore the interrelationships among these symptoms. Furthermore, it sought to identify core and bridge symptoms and to observe their changes over time.

methodsA longitudinal study was conducted, recruiting 181 survivors newly diagnosed with nasopharyngeal carcinoma who were undergoing radiotherapy. Measurements were taken during weeks 1-6 of radiotherapy. Symptom assessment was conducted using the MD Anderson Symptom Assessment Scale - Head & Neck Module. Symptom network analysis was performed at each time point, and centrality metrics were analyzed to explore the interrelationships among symptoms.

resultsFour stable symptom clusters were identified, with fatigue, feeling of being distressed, feeling sad, and difficulty swallowing/chewing as central symptoms, and feeling sad, feeling of being distressed, fatigue, and vomiting as bridge symptoms. The stability of the symptom network across the six time points was acceptable.

conclusionThe symptom network results are crucial for developing future targeted symptom management interventions. Future research should focus on developing precise interventions targeting core and bridge symptoms to alleviate nasopharyngeal carcinoma survivors' symptom burden. IMPLICATIONS FOR CANCER SURVIVORS: For nasopharyngeal carcinoma survivors undergoing radiotherapy, implementing a dynamic symptom management strategy with tailored interventions for core and bridge symptoms enhances symptom management efficiency, thereby improving survivors' quality of life.

Indexed as

Longitudinal studyNasopharyngeal carcinomaNetwork analysisQuality of lifeRadiotherapySymptom clusters

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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 Socratic graph.