Morphological integration of the human brain across adolescence and adulthood
Ajay Nadig, Jakob Seidlitz, Cassidy L. McDermott, Siyuan Liu, Richard A. I. Bethlehem, Tyler M. Moore, Travis T. Mallard, Liv Clasen, Jonathan D. Blumenthal, François Lalonde, Ruben C. Gur, Raquel E. Gur, Edward T. Bullmore, Theodore D. Satterthwaite, Armin Raznahan
Abstract
Brain structural covariance norms capture the coordination of neurodevelopmental programs between different brain regions. We develop and apply anatomical imbalance mapping (AIM), a method to measure and model individual deviations from these norms, to provide a lifespan map of morphological integration in the human cortex. In cross-sectional and longitudinal data, analysis of whole-brain average anatomical imbalance reveals a reproducible tightening of structural covariance by age 25 y, which loosens after the seventh decade of life. Anatomical imbalance change in development and in aging is greatest in the association cortex and least in the sensorimotor cortex. Finally, we show that interindividual variation in whole-brain average anatomical imbalance is positively correlated with a marker of human prenatal stress (birthweight disparity between monozygotic twins) and negatively correlated with general cognitive ability. This work provides methods and empirical insights to advance our understanding of coordinated anatomical organization of the human brain and its interindividual variation.