ArticlePLoS biology2024
Trajectories of human brain functional connectome maturation across the birth transition.
Article in PLoS biology, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed.
- Associations between chronic placental inflammation, fetal brain development and later autism traits.Brain, behavior, & immunity - health · 2026Article
- When More Is Not Always Better: Linear and Nonlinear Predictors of Maternal Wellbeing During Pregnancy.Behavioral sciences (Basel, Switzerland) · 2026Article
- Prenatal neural network organization and later executive function development.Developmental cognitive neuroscience · 2026Article
- Bridging the gap: Translating fetal, infant, and toddler neuroimaging insights into clinical practice.Developmental cognitive neuroscience · 2026Review
- Intrahepatic cholestasis of pregnancy and offspring neurodevelopment: bile acid-mediated mechanisms and long-term neurodevelopmental outcomes.Archives of gynecology and obstetrics · 2026Review
- A null findings study: graph theoretical analysis of the fetal functional connectome shows no relationships with future autistic traits.Neuroimage. Reports · 2026Article
- Fetal functional connectivity prospectively associates with autistic traits in toddlerhood.NeuroImage. Clinical · 2026Article
- Birth rates and migration: an AI and One Health approach within the Italian National Health System.Frontiers in public health · 2026Article
- Human brain R2* transitions across birth from the womb to early infancy.Communications biology · 2025Article
- Edge participation coefficient unveiling the developmental dynamics of neonatal functional connectome.Communications biology · 2025Article
- Maturation of Neuronal Activity in the Human Cortex Exhibits Robust Spatial Gradients across the Birth Transition.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Article
- Structural connectome gradients and their relationship to IQ in childhood.Frontiers in human neuroscience · 2025Article
- Functional organization of the neonatal thalamus across development depicted by functional MRI.Imaging neuroscience (Cambridge, Mass.) · 2025Article
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Authors and funding
6 authors.
Funding
Abstract
Understanding the sequence and timing of brain functional network development at the beginning of human life is critically important from both normative and clinical perspectives. Yet, we presently lack rigorous examination of the longitudinal emergence of human brain functional networks over the birth transition. Leveraging a large, longitudinal perinatal functional magnetic resonance imaging (fMRI) data set, this study models developmental trajectories of brain functional networks spanning 25 to 55 weeks of post-conceptual gestational age (GA). The final sample includes 126 fetal scans (GA = 31.36 ± 3.83 weeks) and 58 infant scans (GA = 48.17 ± 3.73 weeks) from 140 unique subjects. In this study, we document the developmental changes of resting-state functional connectivity (RSFC) over the birth transition, evident at both network and graph levels. We observe that growth patterns are regionally specific, with some areas showing minimal RSFC changes, while others exhibit a dramatic increase at birth. Examples with birth-triggered dramatic change include RSFC within the subcortical network, within the superior frontal network, within the occipital-cerebellum joint network, as well as the cross-hemisphere RSFC between the bilateral sensorimotor networks and between the bilateral temporal network. Our graph analysis further emphasized the subcortical network as the only region of the brain exhibiting a significant increase in local efficiency around birth, while a concomitant gradual increase was found in global efficiency in sensorimotor and parietal-frontal regions throughout the fetal to neonatal period. This work unveils fundamental aspects of early brain development and lays the foundation for future work on the influence of environmental factors on this process.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.