鼻咽癌同步放化疗患者焦虑、抑郁的纵向关系:一项交叉滞后面板网络分析

Longitudinal relationships between anxiety and depression in patients with nasopharyngeal carcinoma undergoing concurrent chemoradiotherapy: a cross-lagged panel network analysis

  • 摘要: 目的:探讨鼻咽癌同步放化疗患者焦虑、抑郁两者相互作用的纵向动态关系,识别最佳的干预靶点。方法:于2024年10月至2025年10月采用广泛性焦虑障碍量表-7(generalized anxiety disorder-7,GAD-7)和患者健康问卷-9(patient health questionnaire-9,PHQ-9)对424例鼻咽癌同步放化疗患者进行4个阶段的随访调查(T1:确诊入院时;T2:完成第1次放疗时;T3:完成第15次放疗时;T4:完成第30次放疗时),通过交叉滞后面板网络模型进行数据分析。结果:鼻咽癌患者4个阶段焦虑得分分别为(3.04±2.90)分、(3.18±2.59)分、(4.45±3.54)分、(4.87±3.79)分;抑郁得分分别为(3.65±2.99)分、(4.42±3.02)分、(6.74±4.59)分、(7.10±5.09)分,呈上升趋势。交叉滞后面板网络分析表明,“觉得自己很失败”在T1→T2阶段对“无法控制担忧”具有正向预测作用(边权值=0.25);“自杀意念”在T2→T3阶段对“易怒”具有正向预测作用(边权值=0.42);“感到害怕”在T3→T4阶段对“感到疲乏”具有正向预测作用(边权值=0.19)。“活动障碍”(BEI=1.31,T2→T3交叉滞后网络)具有最大的桥梁影响作用,是连接焦虑、抑郁共现、相互转化的核心节点。结论:鼻咽癌患者不同放化疗阶段焦虑、抑郁呈现动态预测关系。“活动障碍”被视为潜在的干预目标,医务人员可以根据桥梁中心症状采取精准的干预措施。

     

    Abstract: Objective: To explore the longitudinal dynamic relationships of mutual interactions between anxiety and depression and identify optimal intervention targets in patients with nasopharyngeal carcinoma undergoing concurrent chemoradiotherapy. Methods: From October 2024 to October 2025, a four-wave follow-up survey was conducted among 424 patients with nasopharyngeal carcinoma undergoing concurrent chemoradiotherapy using the generalized anxiety disorder-7(GAD-7) and patient health questionnaire-9(PHQ-9)(T1: at admission following diagnosis; T2: at the completion of the first radiotherapy session; T3: at the completion of the 15th radiotherapy session; T4: at the completion of the 30th radiotherapy session). Data analysis was performed using the cross-lagged panel network model. Results: The anxiety scores of patients with nasopharyngeal carcinoma undergoing concurrent chemoradiotherapy at the four follow-up waves were 3.04±2.90, 3.18±2.59, 4.45±3.54, and 4.87±3.79, respectively; the depression scores were 3.65±2.99, 4.42±3.02, 6.74±4.59, and 7.10±5.09, respectively, showing an upward trend. Cross-lagged panel network analysis revealed that "feeling like a failure" had a positive predictive effect on "uncontrollable worry" at the T1-T2 interval(edge weight=0.25); "suicidal ideation" had a positive predictive effect on "irritability" at the T2-T3 interval(edge weight=0.42); and "feeling afraid" had a positive predictive effect on "fatigue" at the T3-T4 interval(edge weight=0.19). "Activity impairment" exhibited the greatest bridge expected influence(BEI=1.31) in the cross-lagged network between T2 and T3, serving as the central node linking the co-occurrence and mutual transition of anxiety and depression. Conclusion: Anxiety and depression in patients with nasopharyngeal carcinoma exhibit dynamic predictive relationships across different radiotherapy phases. "Activity impairment" may serve as a potential intervention target, enabling medical staff to implement precise interventions based on bridge central symptoms.

     

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