ArticleProceedings of the National Academy of Sciences of the United States of America2025
Cortical scaling of the neonatal brain in typical and altered development.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Early‑life head circumference is causally associated with adult executive function through cortical surface area expansion.Developmental cognitive neuroscience · 2026Article
- Neonatal brain structure, cognitively stimulating parenting and behavioural outcomes in preschool children with congenital heart disease and controls.Scientific reports · 2026Article
- Hippocampal morphometry is altered in infants with congenital heart disease.Brain communications · 2026Article
- Cortical morphology and cognitive impairments in adolescents with complex congenital heart disease.Brain communications · 2026Article
- Born too young or too blue tips the scaling of a folded brain.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Contrasting neonatal brain morphometry and its impact on neurodevelopmental outcome between preterm birth and congenital heart disease.Imaging neuroscience (Cambridge, Mass.) · 2025Article
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Abstract
Theoretically derived scaling laws capture the nonlinear relationships between rapidly expanding brain volume and cortical gyrification across mammalian species and in adult humans. However, the preservation of these laws has not been comprehensively assessed in typical or pathological brain development. Here, we assessed the scaling laws governing cortical thickness (CT), surface area (SA), and cortical folding in the neonatal brain. We also assessed multivariate morphological terms that capture brain size, shape, and folding processes. The sample consisted of 345 typically developing infants, 73 preterm infants, and 107 infants with congenital heart disease (CHD) who underwent brain MRI. Our results show that typically developing neonates and those with CHD follow the cortical folding scaling law obtained from mammalian brains, children, and adults which captures the relationship between exposed SA, total SA, and CT. Cortical folding scaling was not affected by gestational age at birth, postmenstrual age at scan, sex, or multiple birth in these populations. CHD was characterized by a unique reduction in the multivariate morphological term capturing size, suggesting that CHD affects cortical growth overall but not cortical folding processes. In contrast, preterm birth was characterized by altered cortical folding scaling and altered shape, suggesting that the developmentally programmed processes of cortical folding are disrupted in this population. The degree of altered shape was associated with cognitive abilities in early childhood in preterm infants.
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