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A Brain Connectome Biomarker for Sleep Health

Authors :
Yulin Wang
Sarah Genon
Debo Dong
Feng Zhou
Chengyu Li
Qinghua He
Jiang Qiu
Tingyong Feng
Hong Chen
Xu Lei
Publication Year :
2023
Publisher :
Research Square Platform LLC, 2023.

Abstract

Sleep health is both conceptually and operationally a composite concept containing multiple domains of sleep. In line with this, high dependence and interaction across different domains of sleep health encourage a transition in sleep health research from categorical to dimensional approaches that integrate neuroscience and sleep health. Here, we seek to identify the covariance patterns between multiple-sleep health domains and distributed intrinsic functional connectivity by applying a multivariate approach (partial least squares). This multivariate analysis revealed a composite sleep health dimension co-varying with connectivity patterns involving the attentional and thalamic networks and which appear relevant at the neuromolecular level. These findings were further replicated and generalized to several unseen independent datasets. Critically, the identified sleep-health related connectome showed diagnostic potential for insomnia disorder. These results together delineate a brain connectome biomarker for sleep health with high potential for clinical translation.

Details

Database :
OpenAIRE
Accession number :
edsair.doi...........278d936f5166bbe90ec38cc9d89c2333
Full Text :
https://doi.org/10.21203/rs.3.rs-2391772/v1