Zhao Wenrui, Van Someren Eus J W, van der Lande Glenn J M, van de Ven Sjors, van Schalkwijk Frank J, Blanken Tessa F, Ramautar Jennifer R, Cox Roy
Sleep Medicine Center, Chongqing Traditional Chinese Medicine Hospital, Chongqing, 400021, China.
Department of Sleep and Cognition, Netherlands Institute for Neuroscience, An Institute of the Royal Netherlands Academy of Arts and Sciences, Amsterdam, The Netherlands.
Sleep. 2025 Jul 11;48(7). doi: 10.1093/sleep/zsaf056.
Event-related potential (ERP) studies on attentional brain processes in insomnia disorder (ID) have yielded inconsistent findings. Such inconsistencies may relate to small sample sizes, limited corrections for multiple comparisons, and the possibility of heterogeneity within the clinical population. We aimed to overcome these limitations by studying ERP responses both across and within subtypes in a larger sample of ID.
ERPs were recorded in 201 participants with ID and 70 normal sleeper controls (NS) with an auditory oddball task. Participants with ID were subtyped using a validated multivariate trait profile. Analyses evaluated subtype-specific and nonspecific deviations using both conventional ERP components as well as cluster-based permutation tests.
All five subtypes were well-represented in the ID sample (subtypes 1-5 respectively N = 31, 83, 28, 29 and 19). ERP component analyses with false discovery rate corrections revealed no evidence for differences between the heterogeneous ID group and NS. However, subtype-specific analyses revealed that ERPs were significantly altered, but in different ways for different subtypes. Specifically, ERP component analyses revealed stronger N100 amplitudes for standards and deviants both in subtypes 2 and 3, and a lower P300 amplitude and longer P300 latency for deviants in subtype 3. Cluster-based permutation tests on ERPs corroborated the P300 amplitude effect for deviants in subtype 3, with subtype 3 and 4 additionally showing a smaller difference between deviant and standard P300 amplitudes.
Our findings indicate that ID is a heterogeneous disorder. Ignoring subtype identity dilutes ERP alterations occurring only in specific insomnia subtypes.
关于失眠症(ID)注意力脑过程的事件相关电位(ERP)研究结果并不一致。这种不一致可能与样本量小、多重比较校正有限以及临床人群内部存在异质性有关。我们旨在通过在更大的ID样本中研究跨亚型和亚型内的ERP反应来克服这些局限性。
对201名ID患者和70名正常睡眠对照者(NS)进行听觉Oddball任务,记录ERP。使用经过验证的多变量特征谱对ID患者进行亚型分类。分析使用传统的ERP成分以及基于聚类的置换检验来评估亚型特异性和非特异性偏差。
ID样本中所有五种亚型均有充分代表(亚型1 - 5分别为N = 31、83、28、29和19)。采用错误发现率校正的ERP成分分析未发现异质性ID组与NS组之间存在差异的证据。然而,亚型特异性分析显示ERP有显著改变,但不同亚型的改变方式不同。具体而言,ERP成分分析显示,亚型2和3中标准刺激和偏差刺激的N100波幅更强,亚型3中偏差刺激的P300波幅更低且P300潜伏期更长。基于聚类的ERP置换检验证实了亚型3中偏差刺激的P300波幅效应,亚型3和4还显示偏差刺激和标准刺激的P300波幅之间的差异更小。
我们的研究结果表明ID是一种异质性疾病。忽略亚型特征会淡化仅在特定失眠亚型中出现的ERP改变。