ArticleNature communications2023
Covariance patterns between sleep health domains and distributed intrinsic functional connectivity.
Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
What it found
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Who cites it
24 citing papers in PubMed.
- Interaction of Person-Affect-Cognition-Execution-Based Digital Interventions for Sleep Procrastination in Chinese University Students: Pilot Randomized Study.JMIR formative research · 2026Trial
- Distance-related functional connectivity alterations in first-episode, drug-naïve major depressive disorder: a resting-state fMRI study with atlas-based neurotransmitter correlates.BMC psychiatry · 2026Article
- Shared subcortical-default mode morphological dysconnectivity in adolescent bipolar disorder, major depressive disorder and schizophrenia.Communications biology · 2026Article
- Neuroimaging subtypes of adolescent sleep insufficiency stratify natural short sleepers from comorbidity or environment driven insufficiency.Nature communications · 2026Article
- Neural correlates of distance-related functional reorganization in obsessive compulsive disorder.Journal of psychiatry & neuroscience : JPN · 2026Article
- Can we predict sleep health based on brain features? A large-scale machine learning study using the UK Biobank.Brain communications · 2026Article
- Subtyping insomnia disorder with a population graph attention autoencoder: revealing two distinct biotypes.Frontiers in neuroscience · 2026Article
- Functional Brain Connectivity Patterns of Headache-Mental Disorder Comorbidity in Patients With Migraine.CNS neuroscience & therapeutics · 2025Article
- Dissociable Neural Connectome Mapping of Reward and Punishment Responsiveness in Young Adults: Associations with Genetic Variability and Neurotransmitter Profiles.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Causal Relationship Between Brain Functional Networks and Sleep Disorders: A Mendelian Randomization Study.Brain and behavior · 2025Article
- Identification of five sleep-biopsychosocial profiles with specific neural signatures linking sleep variability with health, cognition, and lifestyle factors.PLoS biology · 2025Article
- Melatonin Mitigates Sleep Restriction-Induced Cognitive and Glymphatic Dysfunction Via Aquaporin-4 Polarization.Molecular neurobiology · 2025Article
- Gene transcription, neurotransmitter, and neurocognition signatures of brain structural-functional coupling variability.Nature communications · 2025Article
- Altered Insula Functional Connectivity Correlates to Cognitive Flexibility in Insomnia.Brain topography · 2025Article
- The inflammatory and genetic mechanisms underlying the cumulative effect of co-occurring pain conditions on depression.Science advances · 2025Article
- Disrupted intersubject variability architecture in structural and functional brain connectomes in major depressive disorder.Psychological medicine · 2025Article
- Common neuroanatomical differential factors underlying heterogeneous gray matter volume variations in five common psychiatric disorders.Communications biology · 2025Article
- Symptom-based depression subtypes: brain dynamic specificity and its association with gene expression profiles.Translational psychiatry · 2025Article
- Latent dimension linking functional connectivity with post-stroke deficits across multiple domains.Brain communications · 2025Article
- Altered morphometric similarity networks in insomnia disorder.Brain structure & function · 2024Article
Corrections and comments
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Authors and funding
12 authors.
Funding
No grant is acknowledged in the PubMed record.
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 reveals 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 are further replicated and generalized to several unseen independent datasets. Critically, the identified sleep-health related connectome shows diagnostic potential for insomnia disorder. These results together delineate a potential brain connectome biomarker for sleep health with high potential for clinical translation.
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