ArticleNeuroImage2023
Profiling intra- and inter-individual differences in brain development across early adolescence.
Article in NeuroImage, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 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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Who cites it
27 citing papers in PubMed, 30 citations in OpenAlex.
- Cortical microarchitecture supports preadolescent functional brain network connectivity.bioRxiv : the preprint server for biology · 2026Article
- Sex differences in human deep grey matter microstructure emerge during adolescence.Developmental cognitive neuroscience · 2026Article
- Longitudinal Associations of Structural and Functional Brain Connectivity With Dimensions of Psychopathology in Adolescence.Biological psychiatry. Cognitive neuroscience and neuroimaging · 2026Article
- Convergent and divergent brain-cognition development in early adolescence.Nature communications · 2026Article
- From Developmental Timing to Clinical Visibility: An Integrative Narrative Review of Sex-Related Neurocognitive Development.Children (Basel, Switzerland) · 2026Review
- Regional reconfiguration of functional brain networks during childhood and adolescence: evaluating age and sex effect.bioRxiv : the preprint server for biology · 2026Article
- Individual differences reveal distinct age and pubertal contributions to the refinement of the functional cortical hierarchy during adolescence.bioRxiv : the preprint server for biology · 2026Article
- Individual differences in adolescent cortical development are associated with neighborhood characteristics: Longitudinal findings from the ABCD study.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Annual Research Review: Neural mechanisms of eating disorders in youth - from current theory and findings to future directions.Journal of child psychology and psychiatry, and allied disciplines · 2026Review
- The relationship between racial discrimination and white matter among Black older adults.Neurobiology of aging · 2025Article
- Article
- Individual Differences in Developmental Trajectories of Global and Subcortical Brain Volumes Between Late Childhood and Late Adolescence: Findings From a 12-Wave Neuroimaging Study.Human brain mapping · 2025Article
- Spatiotemporal Patterns in Cortical Development: Age, Puberty, and Individual Variability from 9 to 13 Years of Age.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- Linking pregnancy- and birth-related risk factors to a multivariate fusion of child cortical structure.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Metrics for estimating individual-level changes in functional brain connectivity and their correspondence with topology changes.bioRxiv : the preprint server for biology · 2025Article
- Linking Pregnancy- and Birth-Related Risk Factors to a Multivariate Fusion of Child Cortical Structure.bioRxiv : the preprint server for biology · 2025Article
- Longitudinal Sex-at-Birth and Age Analyses of Cortical Structure in the ABCD Study.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025Article
- How much is "enough"? Considerations for functional connectivity reliability in pediatric naturalistic fMRI.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- More similarity than difference: Comparison of within- and between-sex variance in early adolescent brain structure.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- Interactive roles of preterm-birth and socioeconomic status in cortical thickness of language-related brain structures: Findings from the Adolescent Brain Cognitive Development (ABCD) study.Cortex; a journal devoted to the study of the nervous system and behavior · 2024Article
Corrections and comments
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Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
As we move toward population-level developmental neuroscience, understanding intra- and inter-individual variability in brain maturation and sources of neurodevelopmental heterogeneity becomes paramount. Large-scale, longitudinal neuroimaging studies have uncovered group-level neurodevelopmental trajectories, and while recent work has begun to untangle intra- and inter-individual differences, they remain largely unclear. Here, we aim to quantify both intra- and inter-individual variability across facets of neurodevelopment across early adolescence (ages 8.92 to 13.83 years) in the Adolescent Brain Cognitive Development (ABCD) Study and examine inter-individual variability as a function of age, sex, and puberty. Our results provide novel insight into differences in annualized percent change in macrostructure, microstructure, and functional brain development from ages 9-13 years old. These findings reveal moderate age-related intra-individual change, but age-related differences in inter-individual variability only in a few measures of cortical macro- and microstructure development. Greater inter-individual variability in brain development were seen in mid-pubertal individuals, except for a few aspects of white matter development that were more variable between prepubertal individuals in some tracts. Although both sexes contributed to inter-individual differences in macrostructure and functional development in a few regions of the brain, we found limited support for hypotheses regarding greater male-than-female variability. This work highlights pockets of individual variability across facets of early adolescent brain development, while also highlighting regional differences in heterogeneity to facilitate future investigations in quantifying and probing nuances in normative development, and deviations therefrom.
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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 OpenQuestion graph.