皮层形态测量相似网络识别失眠障碍亚型。

IF 3.5 2区 医学 Q1 NEUROIMAGING
Haobo Zhang, Haonan Sun, Jiaqi Li, Xu Lei
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引用次数: 0

摘要

失眠障碍(ID)是一种高度异质性的精神疾病,使用神经解剖学数据客观定义生物学亚型是必不可少的。我们旨在通过形态相似性网络(MSN)研究ID的神经解剖学亚型,以及MSN变化与特定转录表达模式之间的关系。我们招募了144名健康对照组和124名健康对照组。我们通过判别分析(HYDRA)进行异质性分析,并确定了MSN强度的亚型。比较不同亚型和HC间MSN的差异,以及不同亚型间临床行为的差异。此外,我们使用偏最小二乘回归研究了不同ID亚型中MSN变化与大脑基因表达之间的关系,以评估精神疾病的遗传共性,并进一步进行功能富集分析。鉴定出两种不同的ID亚型,与HC相比,每种亚型都表现出不同的MSN变化。此外,亚型1的特征是客观睡眠不足,认知功能受损,并与重度抑郁症和自闭症谱系障碍(ASD)有一定关系。相比之下,亚型2客观睡眠时间正常,但主观上报告睡眠不足,仅与ASD有关。亚型1的发病机制可能与调节睡眠节律和睡眠-觉醒周期的基因有关。相反,亚型2更多的是由于不良情绪的感知和调节。总的来说,这些发现提供了对ID的神经解剖学亚型的见解,阐明了相关亚型的结构和分子方面之间的关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Subtypes of Insomnia Disorder Identified by Cortical Morphometric Similarity Network.

Insomnia disorder (ID) is a highly heterogeneous psychiatric disease, and the use of neuroanatomical data to objectively define biological subtypes is essential. We aimed to examine the neuroanatomical subtypes of ID by morphometric similarity network (MSN) and the association between MSN changes and specific transcriptional expression patterns. We recruited 144 IDs and 124 healthy controls (HC). We performed heterogeneity through discriminant analysis (HYDRA) and identified subtypes within the MSN strength. Differences in MSN between subtypes and HC were compared, and clinical behavioral differences were compared between subtypes. In addition, we investigated the association between MSN changes and brain gene expression in different ID subtypes using partial least squares regression to assess genetic commonalities in psychiatric disorders and further performed functional enrichment analyses. Two distinct subtypes of ID were identified, each exhibiting different MSN changes compared to HC. Furthermore, subtype 1 is characterized by objective short sleep, impaired cognitive function, and some relationships with major depressive disorder and autism spectrum disorder (ASD). In contrast, subtype 2 has normal objective sleep duration but subjectively reports poor sleep and is only related to ASD. The pathogenesis of subtype 1 may be related to genes that regulate sleep rhythms and sleep-wake cycles. In contrast, subtype 2 is more due to adverse emotion perception and regulation. Overall, these findings provide insights into the neuroanatomical subtypes of ID, elucidating the relationships between structural and molecular aspects of the relevant subtypes.

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来源期刊
Human Brain Mapping
Human Brain Mapping 医学-核医学
CiteScore
8.30
自引率
6.20%
发文量
401
审稿时长
3-6 weeks
期刊介绍: Human Brain Mapping publishes peer-reviewed basic, clinical, technical, and theoretical research in the interdisciplinary and rapidly expanding field of human brain mapping. The journal features research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organization of the neural systems supporting human behavior. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Brain mapping research in both normal and clinical populations is encouraged. Article formats include Research Articles, Review Articles, Clinical Case Studies, and Technique, as well as Technological Developments, Theoretical Articles, and Synthetic Reviews. Technical advances, such as novel brain imaging methods, analyses for detecting or localizing neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioral paradigms and neural-systems modeling are of particular interest. The journal endorses the propagation of methodological standards and encourages database development in the field of human brain mapping.
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