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精神分裂症中距离和层级依赖的功能失调连接及其与皮质微结构的关联

Distance- and Hierarchy-Dependent Functional Dysconnectivity in Schizophrenia and Its Association with Cortical Microstructure.

作者信息

David Isaac, Sasai Shuntaro, Branco de Paiva Felipe, Boly Melanie, Tononi Giulio, Albantakis Larissa

机构信息

Department of Psychiatry, University of Wisconsin, Madison, Wisconsin, United States of America.

Neuroscience Training Program, University of Wisconsin, Madison, Wisconsin, United States of America.

出版信息

medRxiv. 2025 Jul 28:2025.07.28.25332321. doi: 10.1101/2025.07.28.25332321.

Abstract

BACKGROUND

Schizophrenia is associated with widespread functional dysconnectivity, but the spatial scale and structural correlates of these alterations remain unclear. Short-range connectivity, in particular, has received limited attention due to methodological constraints, despite its relevance to local microcircuit dysfunction.

METHODS

We applied a vertex-wise, distance-dependent analysis of functional connectivity strength (FCS) to resting-state fMRI data from 86 schizophrenia patients and 99 healthy controls across two datasets. FCS was partitioned by geodesic distance on the cortical surface and analyzed by cortical hierarchy. We also assessed two proxies of intracortical microstructure: T1w/T2w ratio and a novel signal-detection-based measure of individualized data-driven functional connectivity density (idFCD).

RESULTS

Schizophrenia patients exhibited reductions in short-range FCS within the dorsal primary somatosensory cortex. These functional alterations colocalized with abnormalities in both microstructural proxies and were not evident in global FCS analysis. In contrast, longer-range FCS was increased in transmodal regions, particularly the precuneus, without associated microstructural differences. Hierarchical analysis confirmed this dissociation, with structure-function disruption in primary networks and increased relative FCS in transmodal regions without microstructural association.

CONCLUSIONS

Our findings support two distinct patterns of cortical dysconnectivity in schizophrenia: short-range reductions in primary sensory areas that colocalize with microstructural abnormalities, and longer-range increases in transmodal regions that appear structurally decoupled at the local level. By integrating distance-dependent functional measures with independent proxies of intracortical microstructure, this study highlights the underappreciated role of short-range connectivity disruptions in primary areas and provides a complementary framework to conventional approaches based on regional or global analyses and diffusion-weighted imaging.

摘要

背景

精神分裂症与广泛的功能连接障碍有关,但这些改变的空间尺度和结构相关性仍不清楚。尽管短程连接与局部微回路功能障碍相关,但由于方法学限制,其受到的关注有限。

方法

我们对来自两个数据集的86例精神分裂症患者和99名健康对照的静息态功能磁共振成像数据应用了基于顶点、距离依赖的功能连接强度(FCS)分析。FCS在皮质表面按测地距离进行划分,并按皮质层级进行分析。我们还评估了皮质内微观结构的两个替代指标:T1w/T2w比值和一种基于信号检测的新型个体化数据驱动功能连接密度(idFCD)测量方法。

结果

精神分裂症患者在背侧初级躯体感觉皮质内的短程FCS降低。这些功能改变与两种微观结构替代指标的异常共定位,而在全局FCS分析中不明显。相比之下,跨模态区域,特别是楔前叶的长程FCS增加,且无相关微观结构差异。层级分析证实了这种分离,即初级网络中结构-功能破坏,跨模态区域相对FCS增加且无微观结构关联。

结论

我们的研究结果支持精神分裂症中两种不同的皮质连接障碍模式:初级感觉区域的短程降低与微观结构异常共定位,以及跨模态区域的长程增加在局部水平上似乎结构解耦。通过将距离依赖的功能测量与皮质内微观结构的独立替代指标相结合,本研究强调了初级区域短程连接破坏未被充分认识的作用,并为基于区域或全局分析以及扩散加权成像的传统方法提供了一个补充框架。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fa2/12324661/27bf1f8bffdb/nihpp-2025.07.28.25332321v1-f0001.jpg

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