Evidence map›Paper›PMID 42839931›Full record

ArticleFrontiers in gastroenterology (Lausanne, Switzerland)2026

Symptom clusters and core symptoms in early postoperative esophageal cancer patients.

Menglan Zhong, Changhong Wang, Xiaoqi Liu, Yan Wang, Xiaona Qi, Shaohua Xie

Abstract read
In one paragraph

Article in Frontiers in gastroenterology (Lausanne, Switzerland), 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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Menglan ZhongDepartment of Nursing, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang, China.
Changhong WangDepartment of Nursing, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang, China.
Xiaoqi LiuDepartment of Nursing, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang, China.
Yan WangSchool of Public Health, Fujian Medical University, Fuzhou, China.
Xiaona QiDepartment of Nursing, Harbin Medical University Cancer Hospital, Harbin Medical University, Harbin, Heilongjiang, China.
Shaohua XieUpper Gastrointestinal Surgery, Department of Molecular Medicine and Surgery, Karolinska Institutet, Stockholm, Sweden.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Patients undergoing esophagectomy frequently experience diverse and complex symptoms. This study aimed to identify clusters of early postoperative symptoms and determine core symptoms among these patients, to facilitate targeted symptom management strategies. Methods: This prospective cohort study included 361 patients who underwent esophageal cancer surgery at a tertiary Grade A hospital in Harbin between 2023 and 2024. The European Organisation for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 (QLQ-C30) and the Esophageal Cancer-Specific Module (QLQ-OES18) were used to assess 18 symptoms one month postoperatively. Exploratory factor analysis and network analysis were conducted to identify symptom clusters and core symptoms, respectively. A 1-month landmark survival analysis was performed to examine their associations with 1-year postoperative survival, using a parsimonious multivariable Cox regression model. Results: Five distinct symptom clusters were identified: eating-related (eating difficulty, reflux, choking, appetite loss, nausea, vomiting, dysphagia; prevalence 49.0%), breathing-related (cough, dyspnea, insomnia; prevalence 47.0%), pain-related (esophageal pain, generalized pain; prevalence 48.0%), fatigue-speech related (fatigue, dry mouth, trouble talking; prevalence 51.0%), and excretion-related (constipation, diarrhea; prevalence 50.0%). Network analysis identified fatigue (relative strength [rS] = 2.83), pain (rS = 1.69), and insomnia (rS = 1.58) as core symptoms, with fatigue serving as the key bridge symptom. In the 1-month landmark analysis, no statistically significant association was detected between symptom clusters or core symptoms and 1-year postoperative survival. Conclusion: This study identified distinct symptom clusters and core symptoms one month post-esophagectomy that merit clinical attention during postoperative follow-up. Specifically, fatigue represents a key therapeutic target for developing intervention strategies.

Indexed as

cluster analysisesophageal neoplasmsnetwork analysispostoperative caresymptom assessment

Identifiers

PMID42839931
PMCPMC13638374

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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.