ArticleiScience2024
Development of sensorimotor-visual connectome gradient at birth predicts neurocognitive outcomes at 2 years of age.
Article in iScience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.
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Who cites it
13 citing papers in PubMed.
- Developmental human brain connectome from fetal stage to early childhood.Developmental cognitive neuroscience · 2026Review
- Functional brain growth trajectories across the first decade of life from a single longitudinal cohort.Research square · 2026Article
- Prenatal parental mental health and neurodevelopment in children with congenital heart disease.Pediatric research · 2026Review
- Mapping Functional Brain Organization Using Artificial Intelligence.Chemical & biomedical imaging · 2026Review
- Spatiotemporal dynamics of the human cortical functional hierarchy across the lifespan.Nature communications · 2026Article
- Developmental variations in recurrent spatiotemporal brain propagations from childhood to adulthood.Nature communications · 2026Article
- Edge participation coefficient unveiling the developmental dynamics of neonatal functional connectome.Communications biology · 2025Article
- Structure-function coupling in the first month of life: Associations with age and attention.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- The Evolving Cerebellar and Cerebello-cortical Functional Connectivity Architecture during Infancy.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Structural connectome gradients and their relationship to IQ in childhood.Frontiers in human neuroscience · 2025Article
- Altered brain state dynamics between preterm and term-born infants.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Machine-learning based prediction of future outcome using multimodal MRI during early childhood.Seminars in fetal & neonatal medicine · 2024Review
- Correlation between Early Visual Functions and Cognitive Outcome in Infants at Risk for Cerebral Palsy or Other Neurodevelopmental Disorders: A Systematic Review.Children (Basel, Switzerland) · 2024Review
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Authors and funding
11 authors.
Funding
Abstract
Functional connectome gradients represent fundamental organizing principles of the brain. Here, we report the development of the connectome gradients in preterm and term babies aged 31-42 postmenstrual weeks using task-free functional MRI and its association with postnatal cognitive growth. We show that the principal sensorimotor-to-visual gradient is present during the late preterm period and continuously evolves toward a term-like pattern. The global measurements of this gradient, characterized by explanation ratio, gradient range, and gradient variation, increased with age (p < 0.05, corrected). Focal gradient development mainly occurs in the sensorimotor, lateral, and medial parietal regions, and visual regions (p < 0.05, corrected). The connectome gradient at birth predicts cognitive and language outcomes at 2-year follow-up (p < 0.005). These results are replicated using an independent dataset from the Developing Human Connectome Project. Our findings highlight early emergent rules of the brain connectome gradient and their implications for later cognitive growth.
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