NeuroImageNeurosciencePeer-reviewed journal article
Brain Network Architecture Constrains Age-related Cortical Thinning
Marvin PeterseniD, Felix Leonard NägeleiD, Carola MayeriD, Maximilian SchelliD, David Leander RimmeleiD, Elina Larissa PeterseniD, Simone KühniD, Jürgen GallinatiD, Uta Meta Paula HanningiD, Jens FiehleriD, Raphael TwerenboldiD, Christian P GerloffiD, Götz ThomallaiD, Bastian ChengiD
- Citations
- 34
- FWCI
- 3.35
- Field percentile
- top 6%
Abstract
Age-related cortical atrophy, approximated by cortical thickness measurements from magnetic resonance imaging, follows a characteristic pattern over the lifespan. Although its determinants remain unknown, mounting evidence demonstrates correspondence between the connectivity profiles of structural and functional brain networks and cortical atrophy in health and neurological disease. Here, we performed a cross-sectional multimodal neuroimaging analysis of 2633 individuals from a large population-based cohort to characterize the association between age-related differences in cortical thickness and functional as well as structural brain network topology. We identified a widespread pattern of age-related cortical thickness differences including "hotspots" of strong age effects located in brain areas with high centrality (structural network hubs). Regional age-related differences were furthermore strongly correlated within the structurally defined node neighborhood. The overall pattern of thickness differences as well as its change throughout the later lifespan was found to be anchored in the functional network hierarchy as encoded by macroscale functional connectivity gradients. Lastly, the identified difference pattern covaried significantly with cognitive and motor performance. Our findings indicate that connectivity profiles of functional and structural brain networks might act as organizing principles behind age-related cortical thinning as an imaging surrogate of cortical atrophy.
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
- Targeting age-related differences in brain and cognition with multimodal imaging and connectome topography profiling
Alexander J. Lowe, Casey Paquola, … Boris C. Bernhardt·Human Brain MappingPeer-reviewed·Aug 24, 2019
- Linking structural and functional changes during aging using multilayer brain network analysis
Gwendolyn Jauny, Mite Mijalkov, … Thomas Hinault·Communications BiologyPeer-reviewed·Feb 28, 2024
- Cognition's dependence on functional network integrity with age is conditional on structural network integrity
Xulin Liu, LORRAINE KOMISARJEVSKY TYLER, … Kamen A. Tsvetanov·Neurobiology of AgingPeer-reviewed·Jun 6, 2023
- Charting shared developmental trajectories of cortical thickness and structural connectivity in childhood and adolescence
Gareth Ball, Richard J Beare, Marc L. Seal·Human Brain MappingPeer-reviewed·Jul 16, 2019
- Adolescent Tuning Of Association Cortex In Human Structural Brain Networks
František Váša, Jakob Seidlitz, … Edward Thomas Bullmore·Cerebral CortexPeer-reviewed·Sep 11, 2017
- Dissociable contributions of cortical thickness and surface area to cognitive ageing: evidence from multiple longitudinal cohorts.
Ina Demetriou, Marta Correia, … Richard N. Henson·Cerebral CortexPeer-reviewed·Oct 1, 2026