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中国癌症防治杂志 ›› 2024, Vol. 16 ›› Issue (4): 474-480.doi: 10.3969/j.issn.1674-5671.2024.04.14

• 临床研究 • 上一篇    下一篇

直肠癌围手术期患者症状群与生活质量的纵向关联:基于网络分析模型

  

  1. 中国人民解放军火箭军特色医学中心神经内科;中国人民解放军火箭军特色医学中心肛肠外科;中国人民解放军火箭军特色医学中心门诊部
  • 出版日期:2024-08-25 发布日期:2024-08-23
  • 通讯作者: 陈洁 E-mail:chenjie681226@sina.cn

Longitudinal association between symptom clusters and quality of life in perioperative rectal cancer patients: a network-based analysis

  • Online:2024-08-25 Published:2024-08-23

摘要: 目的 构建直肠癌患者围手术期症状群与生活质量的网络模型,探索症状内部及症状与生活质量的关联,为制定针对性的症状管理策略提供理论基础。方法 采用便利抽样法纳入2021年11月至2023年11月在中国人民解放军火箭军特色医学中心胃肠外科住院的255例直肠癌患者为研究对象。分别采用一般资料调查表、安德森症状评估量表(M.D. Anderson symptom inventory,MDASI)、生活质量量表(European Organization for Research and Treatment of Cancer Quality of Life Questionnaire,EORTC QLQ⁃C30)调查患者的社会人口学和临床资料,以及术前(T1)、术后1 d(T2)、术后7 d(T3)的症状严重程度和生活质量状况。采用单因素方差分析评估各个时间节点患者的症状与生命质量各个领域的差异。基于网络分析构建直肠癌患者围手术期症状群与生活质量网络模型,通过计算节点强度中心性与边缘权重数值,确定核心症状与节点的关联。结果 除生活质量的认知功能领域外(P=0.311),患者的症状及生活质量在T1、T2、T3节点的差异均有统计学意义(均P<0.05)。在3个网络模型中,患者症状与生命质量各个领域均呈负相关:在T1阶段,苦恼与社会功能的相关性最强(-0.22);在T2阶段,厌食与身体功能的相关性最强(-0.34);在T3阶段,健忘与认知功能的相关性最强(-0.30)。直肠癌患者围手术期症状群主要表现为疾病行为症状群(包括气短、口干、健忘、麻木感)、心理神经症状群(包括悲伤、苦恼、嗜睡、睡眠不安、疼痛、疲劳)以及胃肠道症状群(包括厌食、恶心、呕吐)。其中,根据节点强度值,在T1阶段,气短(1.30)、口干(1.09)、健忘(1.03)是核心症状,情绪功能(1.16)是核心领域;在T2阶段,气短(1.42)、悲伤(1.23)、苦恼(1.20)是核心症状,社会功能(1.24)是核心领域;在T3阶段,悲伤(1.45)、厌食(1.28)、嗜睡(1.26)是核心症状,情绪功能(1.25)是核心领域。3个网络模型稳定性高,网络连接强度稳定性系数分别为0.518、0.561、0.672。结论 直肠癌患者围手术期经历了稳定的疾病症状群,且与生活质量密切相关,需对症状群加强认识与评估并采取针对性的管理措施。

关键词: 直肠癌, 围手术期, 症状群, 生活质量, 网络分析

Abstract: Objective To construct a network⁃based model of symptom clusters and quality of life in perioperative rectal cancer patients, and to explore inter⁃symptoms and their association with quality of life, providing a theoretical basis for the development of targeted symptom management strategies. Methods A total of  255 patients with rectal cancer hospitalized in the department of gastrointestinal surgery of Special Medical Center of PLA Rocket Force from November 2021 to November 2023 were enrolled by the convenience sampling method. The general information questionnaire, M.D. Anderson symptom inventory (MDASI), European Organization for Research and Treatment of Cancer Quality of Life Questionnaire (EORTC QLQ⁃C30) were used to investigate the socio⁃demographic and clinical data of rectal cancer patients as well as symptom severity and quality of life status at preoperatively(T1), 1 day postoperatively(T2), and 7 days postoperatively(T3), respectively. One⁃way ANOVA was used to assess the differences in symptoms and various domains of the quality of life in patients at each time point. The network models of symptom clusters and quality of life in the perioperative rectal cancer patients were constructed by a network⁃based analysis; core symptoms and node associations were identified by calculating node strength centrality and edge weight values. Results Except for the cognitive function domain of life quality (P=0.311), there were significant differences in patients' symptoms and life quality were statistically significant at T1, T2 and T3, respectively (all P<0.05). In the three network models, symptoms were negatively correlated with all the domains of life quality. At stage T1, the strongest correlation was between distress and social function (-0.22); at stage T2, the strongest correlation was between lack of appetite and physical function (-0.34); at stage T3, the strongest correlation was between difficulty remembering and cognitive function (-0.30). The perioperative symptom clusters of rectal cancer patients were mainly manifested as disease behavior symptoms (including shortness of breath, dry mouth, difficulty remembering, numbness), psychoneurotic symptoms (including sad, distress,drowsy, sleepy, pain, fatigue) and gastrointestinal symptoms (including lack of appetite, nausea, vomiting). According to the node strength values, shortness of breath (1.30), dry mouth (1.09), and difficulty remembering (1.03) were the core symptoms, and emotional function (1.16) was the core domain in stage T1; shortness of breath (1.42), sad (1.23), and distress (1.20) were the core symptoms, social function (1.24) was the core domain in stage T2; sad (1.45), lack of appetite (1.28 ), and drowsy (1.26) were core symptoms, while emotional function (1.25) was the core domain in stage T3. The three network models were highly stable, with network connection strength stability coefficients of 0.518, 0.561, and 0.672, respectively. Conclusions Patients with rectal cancer experience a stable cluster of disease symptoms during the perioperative period, which are strongly associated with the quality of life. It is necessary to pay attention to symptom clusters and adopt targeted management measures.

Key words: Rectal cancer, Perioperative, Symptom cluster, Quality of life, Network analysis

中图分类号: 

  • R735.3+5