Journal Article

Early Life Neuroimaging: The Generalizability of Cortical Area Parcellations Across Development

Fair, Damien A., Kardan, Omid, Rogers, Cynthia E., Li, Wei, Wang, Xintian, Laumann, Timothy O., Elison, Jed T., Li, Jiaqi, Tu, Jiaxin Cindy, Moore, Lucille A., Gordon, Evan M., Wang, Yu, Kenley, Jeanette K., Feczko, Eric, Labonte, Alyssa K., Wheelock, Muriah D., Latham, Aidan, Dierker, Donna, Myers, Michael, Barch, Deanna M., Snyder, Abraham Z., Sylvester, Chad M., Warner, Barbara B., Smyser, Christopher D., Eggebrecht, Adam T., Day, Trevor K. M., Sobolewski, Chloe M., Luby, Joan L.

2024

Overview

The cerebral cortex comprises discrete cortical areas that form during development. Accurate area parcellation in neuroimaging studies enhances statistical power and comparability across studies. The formation of cortical areas is influenced by intrinsic embryonic patterning as well as extrinsic inputs, particularly through postnatal exposure. Given the substantial changes in brain volume, microstructure, and functional connectivity during the first years of life, we hypothesized that cortical areas in 1-to-3-year-olds would exhibit major differences from those in neonates and progressively resemble adults as development progresses. Here, we parcellated the cerebral cortex into putative areas using local functional connectivity gradients in 92 toddlers at 2 years old. We demonstrated high reproducibility of these cortical regions across 1-to-3-year-olds in two independent datasets. The area boundaries in 1-to-3-year-olds were more similar to adults than neonates. While the age-specific group parcellation fitted better to the underlying functional connectivity in individuals during the first 3 years, adult area parcellations might still have some utility in developmental studies, especially in children older than 6 years. Additionally, we provided connectivity-based community assignments of the parcels, showing fragmented anterior and posterior components based on the strongest connectivity, yet alignment with adult systems when weaker connectivity was included.

• Publisher: Cold Spring Harbor Laboratory