基于潜类别增长模型的胃癌患者围术期症状群轨迹分型纵向研究OA
Longitudinal study on trajectory classification of symptom clusters in gastric cancer patients during the perioperative period based on latent class growth model
目的 基于潜类别增长模型(LCGM)探讨胃癌患者围术期症状群变化轨迹,并分析各轨迹的影响因素.方法 采用便利抽样法,选取首次接受手术治疗的156例原发性胃癌患者作为研究对象.分别于术前2~3 d、术后2~4 d、术后14 d、术后1个月,采用一般资料调查表和安德森症状评估量表-胃癌特异性模块进行调查.采用探索性因子分析提取症状群,通过LCGM识别症状群类别轨迹,采用多元Logistic回归模型分析各症状群轨迹类别的影响因素.结果 探索性因子分析显示,胃癌患者围术期症状群可归纳为5种,其中消化道症状群、心理症状群在4个调查时点均持续存在.LCGM识别结果显示,消化道症状群有4个类别亚型(先降后升组、低水平先升后降组、平缓组、高水平先升后降组),心理症状群有2个类别亚型(高水平先升后降组、低水平先升后降组).年龄、性别是消化道症状群变化轨迹的影响因素(P<0.05);性别、文化程度、费用支付方式是心理症状群变化轨迹的影响因素(P<0.05).结论 胃癌患者围术期症状群轨迹存在不同变化特征,消化道症状群异质性较显著,心理症状群各亚组轨迹变化相对稳定,术后整体呈渐进缓解趋势,术后2~4 d是关键干预时期.不同症状群的影响因素存在差异,医护人员应针对性开展护理评估与干预,实施精准护理,以改善患者预后.
Objective To explore the trajectory of symptom clusters in gastric cancer patients during the perioperative period based on the latent class growth model(LCGM),and analyze the in-fluencing factors of each trajectory.Methods A convenience sampling method was used to select 156 patients with primary gastric cancer who underwent surgical treatment for the first time as the re-search subjects.Surveys were conducted using a general information questionnaire and the Anderson Symptom Assessment Scale-Gastric Cancer Specific Module at 2 to 3 days before surgeiy,2 to 4 days af-ter surgery,14 days after surgery,and 1 month after surgery.Exploratory factor analysis was used to extract symptom clusters.LCGM was employed to identify the trajectory of symptom cluster categories.A multivariate logistic regression model was used to analyze the influencing factors of each symptom cluster trajectory category.Results Exploratory factor analysis showed that the symptom clusters in gastric cancer patients during the perioperative period could be classified into 5 types.Among them,the gastrointestinal symptom cluster and the psychological symptom cluster persisted at all four survey time points.The LCGM identification results indicated that the gastrointestinal symptom cluster had 4 subtype categories(group with an initial decrease followed by an increase,low-level group with an initial increase followed by a decrease,flat group,and high-level group with an initial increase fol-lowed bya decrease),and the psychological symptom cluster had 2 subtype categories(high-level group with an initial increase followed by a decrease,and low-level group with an initial increase fol-lowed by a decrease).Age and gender were influencing factors for the trajectory of the gastrointesti-nal symptom cluster(P<0.05);gender,educational level,and payment method were influencing factors for the trajectory of the psychological symptom cluster(P<0.05).Conclusion The traj-ectories of symptom clusters in gastric cancer patients during the perioperative period exhibit differ-ent characteristics.The gastrointestinal symptom cluster shows relatively significant heterogeneity,while the trajectories of each subgroup in the psychological symptom cluster are relatively stable,with an overall gradual relief trend aftersurgery.The period of 2 to 4 days after surgery is a critical intervention period.There are differences in the influencing factors of different symptom clusters.Healthcare professionals should conduct targeted nursing assessments and interventions and imple-ment precision nursing to improve patient prognosis.
张沁芝;李涛;魏苏艳
新疆医科大学护理学院,新疆乌鲁木齐,830011新疆维吾尔自治区人民医院胃肠外科医学诊疗中心,新疆乌鲁木齐,830002新疆维吾尔自治区人民医院胃肠外科医学诊疗中心,新疆乌鲁木齐,830002||新疆区域人群疾病与健康照护研究中心,新疆乌鲁木齐,830000
医药卫生
胃癌症状群变化轨迹潜类别增长模型探索性因子分析围术期精准护理预后
gastric cancersymptom clusterstrajectory of changelatent class growth modelexploratory factor analysisperioperative periodprecision nursingprognosis
《实用临床医药杂志》 2026 (5)
74-80,7
"天山英才"医药卫生高层次人才培养计划(TSYC202301A031)
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