Evidence map›Paper›PMID 42169778›Full record

ArticleFrontiers in oncology2026

A network analysis of symptom clusters and core symptoms in colorectal cancer patients undergoing postoperative chemotherapy.

Bingbing Xiao, Wendan Jing, Jiayi Wang, Jing Zhao, Tingting Tan, Xiangzhen Liu, Qijun Lv, Hongyan Kou

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Article in Frontiers in oncology, 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

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Bingbing Xiao *Sichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Wendan Jing *Sichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Jiayi WangSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Jing ZhaoSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Tingting TanSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Xiangzhen LiuSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Qijun LvSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.
Hongyan KouSichuan Branch of National Clinical Research Center for Digestive Diseases, Affiliated Hospital of North Sichuan Medical College, Nanchong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To identify symptom clusters in patients after colorectal cancer surgery upon completion of six cycles of chemotherapy and to determine core symptoms using network analysis, thereby providing evidence for developing precise symptom management strategies. Methods: A cross-sectional study was conducted. A convenience sample of 211 patients who had completed six cycles of chemotherapy after colorectal cancer surgery was recruited from two tertiary hospitals between February and October 2025. Participants were assessed using the MD Anderson Symptom Inventory for Gastrointestinal Cancer (MDASI-GI). Symptom clusters were extracted via exploratory factor analysis, and a symptom network was constructed using R software to identify core symptoms. Results: Three symptom clusters were identified: gastrointestinal-psychological, neurotoxicity, and CRC-specific. Network analysis revealed that "Poor appetite" had the highest node strength ( Conclusion: Poor appetite and nausea are key symptoms in the symptom network of colorectal cancer patients after surgery and chemotherapy. In clinical practice, giving priority to managing these two core symptoms, while routinely addressing fatigue as a high-frequency concern, may improve patients' overall symptom experience more effectively and enable more focused care.

Indexed as

colorectal neoplasmscore symptomdrug therapynetwork analysissymptom cluster

Identifiers

PMID42169778
PMCPMC13188207

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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.