Suppr超能文献

电生理连接组状态的快速动态变化具有遗传性。

Rapid dynamics of electrophysiological connectome states are heritable.

作者信息

Jun Suhnyoung, Malone Stephen M, Iacono William G, Harper Jeremy, Wilson Sylia, Sadaghiani Sepideh

机构信息

Psychology Department, University of Illinois at Urbana-Champaign.

Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign.

出版信息

bioRxiv. 2024 Jan 27:2024.01.15.575731. doi: 10.1101/2024.01.15.575731.

Abstract

Time-varying changes in whole-brain connectivity patterns, or connectome state dynamics, are a prominent feature of brain activity with broad functional implications. While infra-slow (<0.1Hz) connectome dynamics have been extensively studied with fMRI, rapid dynamics highly relevant for cognition are poorly understood. Here, we asked whether rapid electrophysiological connectome dynamics constitute subject-specific brain traits and to what extent they are under genetic influence. Using source-localized EEG connectomes during resting-state (N=928, 473 females), we quantified heritability of multivariate (multi-state) features describing temporal or spatial characteristics of connectome dynamics. States switched rapidly every ~60-500ms. Temporal features were heritable, particularly, Fractional Occupancy (in theta, alpha, beta, and gamma bands) and Transition Probability (in theta, alpha, and gamma bands), representing the duration spent in each state and the frequency of state switches, respectively. Genetic effects explained a substantial proportion of phenotypic variance of these features: Fractional Occupancy in beta (44.3%) and gamma (39.8%) bands and Transition Probability in theta (38.4%), alpha (63.3%), beta (22.6%), and gamma (40%) bands. However, we found no evidence for heritability of spatial features, specifically states' Modularity and connectivity pattern. We conclude that genetic effects strongly shape individuals' connectome dynamics at rapid timescales, specifically states' overall occurrence and sequencing.

摘要

全脑连接模式的时变变化,即连接组状态动力学,是大脑活动的一个显著特征,具有广泛的功能意义。虽然超慢(<0.1Hz)连接组动力学已通过功能磁共振成像进行了广泛研究,但与认知高度相关的快速动力学却知之甚少。在这里,我们询问快速电生理连接组动力学是否构成个体特异性的大脑特征,以及它们在多大程度上受遗传影响。我们使用静息状态下源定位的脑电图连接组(N = 928,473名女性),量化了描述连接组动力学时间或空间特征的多变量(多状态)特征的遗传力。状态每~60 - 500毫秒快速切换一次。时间特征是可遗传的,特别是分数占用率(在θ、α、β和γ波段)和转移概率(在θ、α和γ波段),分别代表在每个状态下花费的持续时间和状态切换的频率。遗传效应解释了这些特征表型变异的很大一部分:β(44.3%)和γ(39.8%)波段的分数占用率以及θ(38.4%)、α(63.3%)、β(22.6%)和γ(40%)波段的转移概率。然而,我们没有发现空间特征具有遗传性的证据,特别是状态的模块性和连接模式。我们得出结论,遗传效应在快速时间尺度上强烈塑造个体的连接组动力学,特别是状态的总体出现和序列。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d695/10827044/6d8f9caed9d2/nihpp-2024.01.15.575731v2-f0001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验