Latent profile analysis identifying symptom clusters of fatigue, sleep disturbance, pain, and anxiety and their associations with health-related quality of life and self-efficacy in patients undergoing peritoneal dialysis: a cross-sectional study.

IF 3.9 2区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Yiting Zeng, Dandan Zhang, Yuzhen Fang, Mingyi Xiao, Chaona Ji, Xisui Chen
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引用次数: 0

Abstract

Background: Peritoneal dialysis patients experience a high burden of co-occurring symptoms that impair health-related quality of life and self-efficacy. This study applied latent profile analysis to identify distinct symptom profiles of fatigue, sleep disturbance, pain, and anxiety and to examine factors associated with profile membership and their associations with patient-reported outcomes.

Methods: In this cross-sectional study conducted from January to October 2025, 308 peritoneal dialysis patients from a tertiary hospital in Shantou, China, completed the Multidimensional Fatigue Inventory-20, Athens Insomnia Scale, Numerical Rating Scale, Zung Self-Rating Anxiety Scale, 36-Item Short Form Health Survey, and Chronic Disease Self-Efficacy Scale. Latent profile analysis was performed using Mplus 8.3. Factors associated with profile membership were examined using exploratory three-step analyses (R3STEP), and differences in health-related quality of life and self-efficacy across profiles were compared using the BCH approach.

Results: Three profiles were identified: Low symptom distress (n = 182, 59.1%), Moderate symptom distress (n = 57, 18.5%), and High symptom distress (n = 69, 22.4%). In exploratory R3STEP analyses accounting for classification uncertainty, higher phosphorus was associated with greater odds of membership in the moderate and high symptom distress profiles relative to the low symptom distress profile, while BMI showed a borderline association. BCH analyses further showed significant differences across profiles in physical and mental health-related quality of life and self-efficacy, with the high symptom distress profile showing the poorest outcomes.

Conclusions: Three clinically meaningful symptom profiles exist among peritoneal dialysis patients. Higher symptom distress was associated with poorer health-related quality of life and lower self-efficacy, and exploratory three-step analyses suggested that phosphorus may be an exploratory correlate of membership in the moderate and high symptom distress profiles. These findings suggest that symptom cluster-based screening may help identify peritoneal dialysis patients with greater supportive care needs and may inform future multidisciplinary management strategies.

识别腹膜透析患者疲劳、睡眠障碍、疼痛和焦虑症状群及其与健康相关生活质量和自我效能的关联的潜在特征分析:一项横断面研究
背景:腹膜透析患者经历了高负担的共存症状,损害健康相关的生活质量和自我效能感。本研究应用潜在特征分析来识别疲劳、睡眠障碍、疼痛和焦虑的不同症状特征,并检查与特征成员相关的因素及其与患者报告的结果的关联。方法:本横断面研究于2025年1 - 10月在汕头市某三级医院对308例腹膜透析患者进行了多维疲劳量表-20、雅典失眠症量表、数值评定量表、Zung焦虑自评量表、36项简短健康调查和慢性疾病自我效能量表。使用Mplus 8.3进行潜在剖面分析。使用探索性三步分析(R3STEP)检查与档案成员相关的因素,并使用BCH方法比较各档案在健康相关生活质量和自我效能方面的差异。结果:确定了三种类型:轻度症状困扰(n = 182, 59.1%)、中度症状困扰(n = 57, 18.5%)和重度症状困扰(n = 69, 22.4%)。在考虑分类不确定性的探索性R3STEP分析中,相对于低症状困扰谱,高磷与中重度症状困扰谱成员的几率更大相关,而BMI则显示出一种边缘性关联。BCH分析进一步显示,在身体和心理健康相关的生活质量和自我效能方面存在显著差异,症状困扰程度高的患者预后最差。结论:腹膜透析患者存在三种具有临床意义的症状特征。较高的症状困扰与较差的健康相关生活质量和较低的自我效能相关,探索性三步分析表明,磷可能是中度和高度症状困扰谱成员的探索性相关。这些发现表明,基于症状聚类的筛查可能有助于识别更需要支持性护理的腹膜透析患者,并可能为未来的多学科管理策略提供信息。
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来源期刊
CiteScore
7.30
自引率
2.80%
发文量
154
审稿时长
3-8 weeks
期刊介绍: Health and Quality of Life Outcomes is an open access, peer-reviewed, journal offering high quality articles, rapid publication and wide diffusion in the public domain. Health and Quality of Life Outcomes considers original manuscripts on the Health-Related Quality of Life (HRQOL) assessment for evaluation of medical and psychosocial interventions. It also considers approaches and studies on psychometric properties of HRQOL and patient reported outcome measures, including cultural validation of instruments if they provide information about the impact of interventions. The journal publishes study protocols and reviews summarising the present state of knowledge concerning a particular aspect of HRQOL and patient reported outcome measures. Reviews should generally follow systematic review methodology. Comments on articles and letters to the editor are welcome.
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