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人类大脑结构-功能耦合的遗传力与遗传贡献分析

Heritability and genetic contribution analysis of structural-functional coupling in human brain.

作者信息

Dai Wei, Zhang Zhengwu, Song Peihan, Zhang Heping, Zhao Yize

机构信息

Department of Biostatistics, Yale University School of Public Health, New Haven, CT, United States.

Department of Statistics, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.

出版信息

Imaging Neurosci (Camb). 2024 Oct 30;2. doi: 10.1162/imag_a_00346. eCollection 2024.

Abstract

The flow of functional connectivity (FC) is thought to be supported by white matter structural connectivity (SC). While research on the correlations between SC and FC (SC-FC coupling) has progressed, the genetic implications of SC-FC coupling have not been thoroughly examined. Traditionally, SC-FC coupling investigations utilize predefined atlases. Here, we adopted an atlas-free SC-FC coupling built on the high-resolution white surface (the interface of white matter and gray matter) to uncover common genetic variations. Leveraging data from the Human Connectome Project, we demonstrated considerable heritability in areas within the early and intermediate visual cortex and across dorsal-attention, language, and somatomotor functional networks. We detected 334 genetic loci (spanning 234 cytogenetic bands) linked to SC-FC coupling (P < 1.26 × 10), notably in cingulo-opercular, somatomotor, and default mode networks. Using an external dataset from the Adolescent Brain Cognitive Development study, we confirmed 187 cytogenetic bands associated with SC-FC coupling across 22 brain regions (P < 1 × 10). Genetic correlation analyses revealed high genetic interrelatedness for SC-FC coupling in neighboring regions. Furthermore, it showed genetic correlations with a spectrum of complex traits, encompassing various neurological and psychiatric conditions. In essence, our study paves the way towards deciphering the genetic interplay between structural and functional connectivity of the brain.

摘要

功能连接性(FC)的流动被认为是由白质结构连接性(SC)支持的。虽然关于SC与FC之间相关性(SC-FC耦合)的研究已经取得进展,但SC-FC耦合的遗传意义尚未得到充分研究。传统上,SC-FC耦合研究使用预定义的图谱。在这里,我们采用了基于高分辨率白质表面(白质与灰质的界面)构建的无图谱SC-FC耦合来揭示常见的基因变异。利用人类连接组计划的数据,我们证明了早期和中级视觉皮层区域以及背侧注意力、语言和躯体运动功能网络中的相当高的遗传力。我们检测到334个与SC-FC耦合相关的基因座(跨越234个细胞遗传学带),特别是在扣带-岛盖、躯体运动和默认模式网络中。使用来自青少年大脑认知发展研究的外部数据集,我们在22个脑区确认了187个与SC-FC耦合相关的细胞遗传学带(P < 1×10)。遗传相关性分析揭示了相邻区域SC-FC耦合的高度遗传相关性。此外,它还显示出与一系列复杂性状的遗传相关性,包括各种神经和精神疾病。本质上,我们的研究为破译大脑结构和功能连接性之间的遗传相互作用铺平了道路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1181/12290780/2a52eff7507a/imag_a_00346_fig1.jpg

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