ArticleCerebral cortex (New York, N.Y. : 1991)2021
Global Network Organization of the Fetal Functional Connectome.
Article in Cerebral cortex (New York, N.Y. : 1991), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
28 citing papers in PubMed, 40 citations in OpenAlex.
- Functional brain connectivity from the fetal period through infancy: A narrative review of resting-state fMRI studies.Developmental cognitive neuroscience · 2026Review
- Fetal Pain Perception:Annals of the Child Neurology Society · 2026Review
- A null findings study: graph theoretical analysis of the fetal functional connectome shows no relationships with future autistic traits.Neuroimage. Reports · 2026Article
- Towards a neuroethological approach to consciousness.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025Review
- Evaluating the effects of volume censoring on fetal functional connectivity.Scientific reports · 2025Article
- Developmental Trajectories and Differences in Functional Brain Network Properties of Preterm and At-Term Neonates.Human brain mapping · 2025Article
- The developing Human Connectome Project fetal functional MRI release: Methods and data structures.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Functional connectivity of the pediatric brain.Neuroradiology · 2024Review
- Trajectories of human brain functional connectome maturation across the birth transition.PLoS biology · 2024Article
- Longitudinal functional brain connectivity maturation in premature newborn infants: Modulatory influence of early music enrichment.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Greater Neighborhood Disadvantage Is Associated with Alterations in Fetal Functional Brain Network Structure.The Journal of pediatrics · 2024Observational
- Advances in Fetal Brain Imaging.Magnetic resonance imaging clinics of North America · 2024Review
- Trajectories of brain and behaviour development in the womb, at birth and through infancy.Nature human behaviour · 2024Review
- Brain structural and functional outcomes in the offspring of women experiencing psychological distress during pregnancy.Molecular psychiatry · 2024Review
- Characterizing Large-Scale Human Circuit Development with In Vivo Neuroimaging.Cold Spring Harbor perspectives in biology · 2024Review
- Developmental trajectories of the default mode, frontoparietal, and salience networks from the third trimester through the newborn period.Imaging neuroscience (Cambridge, Mass.) · 2024Article
- Experience of early-life pain in premature infants is associated with atypical cerebellar development and later neurodevelopmental deficits.BMC medicine · 2023Article
- Disrupted Functional Brain Connectome in the Fetus With Congenital Heart Disease.Circulation research · 2023Article
- Article
- Robust sex differences in functional brain connectivity are present in utero.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
Corrections and comments
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
Abstract
Recent advances in brain imaging have enabled non-invasive in vivo assessment of the fetal brain. Characterizing brain development in healthy fetuses provides baseline measures for identifying deviations in brain function in high-risk clinical groups. We examined 110 resting state MRI data sets from fetuses at 19 to 40 weeks' gestation. Using graph-theoretic techniques, we characterized global organizational features of the fetal functional connectome and their prenatal trajectories. Topological features related to network integration (i.e., global efficiency) and segregation (i.e., clustering) were assessed. Fetal networks exhibited small-world topology, showing high clustering and short average path length relative to reference networks. Likewise, fetal networks' quantitative small world indices met criteria for small-worldness (σ > 1, ω = [-0.5 0.5]). Along with this, fetal networks demonstrated global and local efficiency, economy, and modularity. A right-tailed degree distribution, suggesting the presence of central areas that are more highly connected to other regions, was also observed. Metrics, however, were not static during gestation; measures associated with segregation-local efficiency and modularity-decreased with advancing gestational age. Altogether, these suggest that the neural circuitry underpinning the brain's ability to segregate and integrate information exists as early as the late 2nd trimester of pregnancy and reorganizes during the prenatal period. Significance statement. Mounting evidence for the fetal origins of some neurodevelopmental disorders underscores the importance of identifying features of healthy fetal brain functional development. Alterations in prenatal brain connectomics may serve as early markers for identifying fetal-onset neurodevelopmental disorders, which in turn provide improved surveillance of at-risk fetuses and support the initiation of early interventions.
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Registered trials
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