Developmental Cognitive NeuroscienceNeurosciencePeer-reviewed journal article
Cognition is associated with task - related brain network reconfiguration in late childhood
Abstract
In order to transition between a resting state and carrying out cognitively-demanding processes the brain makes a host of subtle changes to its network organization. In adults, less reconfiguration relates to better task performance, suggesting a preconfigured brain organization at rest is beneficial, such that only minute changes are required to execute task demands. Here, we take a developmental lens to this phenomenon, examining reconfiguration in late childhood by leveraging a large sample of 9-11 year olds from the Adolescent Brain and Cognitive Development Study. We find more reconfiguration between the resting state and two executive function tasks is related to better task performance, as well as better crystalized and fluid cognition in some cases. These relationships hold even when accounting for network segregation. These findings suggest a less-preconfigured, and thus more flexible, brain organization that enacts more reconfiguration to move from the resting state into a task state is beneficial in children. This aligns with theories positioning late childhood and the beginning of adolescence as a period of increased brain plasticity where functional brain networks are still undergoing refinement, and thus preconfiguration may be less beneficial and, instead, may place premature constraints on brain organization.
- organism: human
- assay: imaging
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 2
- FWCI
- 1.13
- Field percentile
- top 24%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Linking flexibility of brain networks to cognitive development in preschool children
Lily Chamakura, Syed Naser Daimi, … Goutam Saha·bioRxiv·Mar 24, 2020
- The Neural Architecture of Executive Functions Is Established by Middle Childhood
Laura E. Engelhardt, K. Paige Harden, … Jessica A. Church·NeuroImagePeer-reviewed·Oct 9, 2018
- Regional reconfiguration of functional brain networks during childhood and adolescence: evaluating age and sex effect
Catherine Zhiqian Fang, Hajer Nakua, … Seonjoo Lee·bioRxiv·May 22, 2026
- The age of reason: Functional brain network development during childhood
Ursula A. Tooley, Anne T. Park, … Allyson P. Mackey·Journal of NeurosciencePeer-reviewed·Oct 3, 2022
- Task-evoked functional connectivity exhibits novel and strengthened relationships with executive function relative to the resting state
Mackenzie E. Mitchell, Eric Feczko, … Jessica Rachel Cohen·Proceedings of the National Academy of SciencesPeer-reviewed·Mar 20, 2026
- Longitudinal associations between task-control network functioning, cognition, and the environment in early adolescence
Katie J. Paige, Cleanthis Michael, … Alexander Samuel Weigard·bioRxiv·Oct 18, 2026