Lyu Dongbin, Qian Ruiyi, Ge Fangmei, Wang Yang, Wang Hongyan, Zhao Yating, Han Hui, Liu Ruyun, Liu Yutong, Chen Yiling, Ji Caojun, Luo Xin, Zhang Tianhong, Leng Yue, Zhang Jie, Yuan Chengmei, Xiao Zeping
Shanghai Mental Health Center, Shanghai Jiaotong University School of Medicine, Shanghai, China.
Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, CA, USA.
Int J Clin Health Psychol. 2025 Jan-Mar;25(1):100562. doi: 10.1016/j.ijchp.2025.100562. Epub 2025 Apr 8.
The endophenotype of insomnia disorder is complex and the treatment is not targeted. The data-driven typing method might provide some bases for precise treatment. The present study was based on a post hoc analysis, aiming to explore the association between subtypes of insomnia disorder and the efficacy of cognitive-behavioral therapy for insomnia (CBT-I).
The present study was conducted on data of 118 patients with chronic insomnia disorder combined mild anxiety or/and depressive symptoms, who had completed an 8-week randomized controlled trial of CBT-I vs CBT-I plus (CBT-I combined with modules targeting anxiety and depressive symptoms). The silhouette coefficient determined the optimal number of clusters, and a K-means clustering analysis was performed. T-tests were conducted to assess baseline differences at eight weeks, and the changes in self-reported total sleep time (sTST), Pittsburgh Sleep Quality Index (PSQI), Hamilton Depression Rating Scale (HRSD-17), and Hamilton Anxiety Rating Scale (HAMA) scores in order to explore the impact of subtypes and treatment approaches (CBT-I and CBT-I plus) on insomnia and emotional symptoms.
The analysis revealed no significant demographic differences between the two clusters. Subtype 2 was characterized by significantly poorer baseline sleep quality (PSQI: 16.59 vs 12.74, = -9.90, < 0.01), higher depressive (HRSD: 18.47 vs 13.21, = -8.37, < 0.01), and anxiety levels (HAMA: 17.47 vs 13.46, = -6.23, < 0.01), and shorter sTST (4.67 vs 6.09 h, = 8.31, < 0.01) compared to Subtype 1. Post-treatment analyses showed significant improvements in both subtypes, with Subtype 2 experiencing a larger increase in sleep duration (csTST: 0.58 vs 1.77 h, = -7.18, < 0.01) and more pronounced improvements in sleep quality (cPSQI: 6.92 vs 8.88, = -3.57, < 0.001), depression (cHRSD: 8.07 vs 10.59, = -2.71, = 0.008), and anxiety (cHAMA: 9.28 vs 11.22, = -2.56, = 0.012). Despite these improvements, Subtype 1 maintained significantly better outcomes in sleep quality (PSQI: 5.81 vs 7.71, < 0.01), depression (HRSD: 5.14 vs 7.89, < 0.01), and anxiety (HAMA: 4.18 vs 6.25, < 0.01) at 8 weeks. No significant differences in baseline characteristics were found between treatment groups within subtypes, indicating homogeneity. Within Cluster 1, CBT-I plus was more effective in reducing depressive symptoms (cHRSD: = -2.48, = 0.016), whereas CBT-I was superior in enhancing sTST in Cluster 2 ( = 2.01, = 0.049), with no significant differences in other measures.
The study underscores the heterogeneity within ID subtypes and the differential response of sleep quality and depressive symptoms to CBT-I and CBT-I plus, highlighting the importance of personalized treatment strategies based on insomnia subtypes.
失眠症的内表型复杂,治疗缺乏针对性。数据驱动的分型方法可能为精准治疗提供一些依据。本研究基于事后分析,旨在探讨失眠症亚型与失眠认知行为疗法(CBT-I)疗效之间的关联。
本研究对118例合并轻度焦虑或/和抑郁症状的慢性失眠症患者的数据进行分析,这些患者完成了一项为期8周的CBT-I与CBT-I加(CBT-I联合针对焦虑和抑郁症状的模块)的随机对照试验。轮廓系数确定了最佳聚类数,并进行了K均值聚类分析。进行t检验以评估8周时的基线差异,以及自我报告的总睡眠时间(sTST)、匹兹堡睡眠质量指数(PSQI)、汉密尔顿抑郁量表(HRSD-17)和汉密尔顿焦虑量表(HAMA)评分的变化,以探讨亚型和治疗方法(CBT-I和CBT-I加)对失眠和情绪症状的影响。
分析显示两个聚类之间在人口统计学上无显著差异。与亚型1相比,亚型2的基线睡眠质量显著更差(PSQI:16.59对12.74,=-9.90,<0.01),抑郁(HRSD:18.47对13.21,=-8.37,<0.01)和焦虑水平更高(HAMA:17.47对13.46,=-6.23,<0.01),sTST更短(4.67对6.09小时,=8.31,<0.01)。治疗后分析显示两个亚型均有显著改善,亚型2的睡眠时间增加幅度更大(csTST:0.58对1.77小时,=-7.18,<0.01),睡眠质量、抑郁(cHRSD:8.07对10.59,=-2.71,=0.008)和焦虑(cHAMA:9.28对11.22,=-2.56,=0.012)的改善更明显。尽管有这些改善,但在8周时,亚型1在睡眠质量(PSQI:5.81对7.71,<0.01)、抑郁(HRSD:5.14对7.89,<0.01)和焦虑(HAMA:4.18对6.25,<0.01)方面仍保持显著更好的结果。各亚型内治疗组之间在基线特征上未发现显著差异,表明具有同质性。在聚类1中,CBT-I加在减轻抑郁症状方面更有效(cHRSD:=-2.48,=0.016),而在聚类2中CBT-I在增加sTST方面更优(=2.01,=0.049),在其他指标上无显著差异。
该研究强调了失眠症亚型内的异质性以及睡眠质量和抑郁症状对CBT-I和CBT-I加的不同反应,突出了基于失眠症亚型的个性化治疗策略的重要性。