Graded variation in cortical T1w/T2w myelination during adolescence
Baum, G. L.; Flournoy, J. C.; Glasser, M. F.; Harms, M. P.; Mair, P.; Sanders, A.; Barch, D.; Buckner, R. L.; Bookheimer, S.; Dapretto, M.; Smith, S. M.; Thomas, K. M.; Yacoub, E.; Van Essen, D. C.; Somerville, L. H.
Show abstract
Myelination influences brain connectivity during sensitive periods of development by enhancing neural signaling speed and regulating synapse formation to reduce plasticity. However, in vivo studies characterizing the maturational timing of cortical myelination during human development remain scant. Here, we take advantage of recent advances in high-resolution cortical T1w/T2w myelin mapping methods, including principled correction of B1+ transmit field effects, using data from the Human Connectome Project in Development (N=628, ages 8-21) to characterize the maturational timing of myelination from childhood through early adulthood throughout the cerebral neocortex. We apply Bayesian spline models and functional latent clustering analysis to demonstrate graded variation in the rate of cortical T1w/T2w myelin growth in neocortical areas that is strongly correlated with the sensorimotor-association (S-A) axis of cortical organization reported by others. In sensorimotor areas T1w/T2w myelin starts at high levels at early ages, increases at a fast pace, and decelerates at later ages (18-21). In intermediate multimodal areas along the S-A axis, T1w/T2w myelin tends to start at intermediate levels and increase linearly at an intermediate pace. In transmodal/paralimbic association areas high along the S-A axis, T1w/T2w myelin tends to start at low levels and increase linearly at the slowest pace. These data provide evidence for graded variation along the S-A axis in the rate of cortical myelination during adolescence, which could reflect ongoing plasticity underlying the development of complex information processing and psychological functioning. Significance StatementMyelin is a lipid membrane that is essential to healthy brain function. Myelin wraps axons to increase neural signaling speed, enabling complex neuronal functioning underlying learning and cognition. Here we characterize the developmental timing of myelination across the cerebral cortex during adolescence using recent advances in non-invasive myelin mapping. Our results provide new evidence demonstrating graded variation across the cortex in the timing of myelination during adolescence, with rapid myelination in lower-order sensory areas and gradual myelination in higher-order association areas. This spatial pattern of microstructural brain development closely parallels the sensorimotor-to-association axis of cortical organization and plasticity during ontogeny.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Spatiotemporal patterns in cortical development: Age, puberty, and individual variability from 9 to 13 years of age 97%
- Longitudinal sex-at-birth and age analyses of cortical structure in the ABCD Study 97%
- Frontal Vulnerability vs. Temporal Resilience within the core Language Network : Neuro-compensatory mechanisms underline differential language aging trajectories 96%
Similar papers in this journal
- High spatial overlap but diverging age-related trajectories of cortical MRI markers aiming to represent intracortical myelin and microstructure 97%
- Maturation of cortical microstructure and cognitive development in childhood and adolescence: a T1w/T2w ratio MRI study 96%
- Voxel-wise Intermodal Coupling Analysis of Two or More Modalities using Local Covariance Decomposition 95%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.