Evidence map›Paper›PMID 41436258›Full record

ArticleBMJ open2025

Investigating the symptoms and sentinel symptoms of patients with lymphoma during chemotherapy: a cross-sectional survey.

Yang Gao, Lihua Wu, Jiani Ji, Xingyu Chen, Jingjing Lu, Moli Cao

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Article in BMJ open, 2025. 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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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yang GaoDepartment of Nursing, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China.ORCID http://orcid.org/0009-0003-0408-8927
Lihua WuDepartment of Nursing, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China wulihua@sxbqeh.com.cn.
Jiani JiShanghai University of Finance and Economics, Shanghai, China, Shanghai, China.
Xingyu ChenDepartment of Nursing, Shanxi Bethune Hospital, Shanxi Academy of Medical Sciences, Third Hospital of Shanxi Medical University, Tongji Shanxi Hospital, Taiyuan, China.ORCID http://orcid.org/0009-0004-2455-8487
Jingjing LuSchool of Nursing, Shanxi University of Traditional Chinese Medicine, Jinzhong, China.
Moli CaoSchool of Nursing, Shanxi University of Traditional Chinese Medicine, Jinzhong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesTo investigate symptom clusters (SCs) and sentinel symptoms in patients with lymphoma during chemotherapy treatment and examine the associations between sentinel symptoms and laboratory parameters.

designThis was a single-centre cross-sectional study.

settingData collection was conducted through the General Information Questionnaire and the Chinese version of the Memorial Symptom Assessment Scale. Exploratory factor analysis was used to extract SCs, and association rule mining employing the Apriori algorithm was implemented to identify sentinel symptoms. Correlation analysis was used to explore the correlation between sentinel symptoms and laboratory indicators.

participantsA total of 268 valid questionnaires were collected from patients. OUTCOME MEASURES: Explore SCs and sentinel symptoms in patients with lymphoma during chemotherapy and analyse the correlation between sentinel symptoms and laboratory indicators.

resultsFour distinct SCs were identified among the participants. Drowsiness, nausea, sweating and skin changes were determined as sentinel symptoms of emotional-fatigue-sleep, nutritional metabolism, lymphoma-specific and chemotherapy-body SCs, respectively. Among these symptoms, drowsiness demonstrated positive associations with white blood cell count and glutamic pyruvic transaminase levels, while exhibiting negative associations with haemoglobin, platelet and albumin levels. Sweating exhibited negative associations with platelet count. Skin changes demonstrated negative associations with D-dimer levels. There were no significant associations detected between nausea and laboratory parameters.

conclusionsPatients receiving lymphoma chemotherapy exhibited various symptoms manifesting as four distinct SCs. The identified sentinel symptoms comprised drowsiness, nausea, sweating and skin changes. With the exception of nausea, all variables demonstrated significant associations with multiple laboratory parameters. TRIAL REGISTRATION NUMBER: ChiCTR2500096487.

Indexed as

LymphomaAdultAgedChinaCross-Sectional StudiesFatigueFemaleHumansMaleMiddle AgedNauseaSurveys and QuestionnairesSweatingSymptom AssessmentYoung AdultCHEMOTHERAPYCross-Sectional StudiesFactor Analysis, Statistical

Identifiers

PMID41436258
PMCPMC12730755

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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.