bioRxivNeurosciencePreprint
Compression of functional gradients from rest to naturalistic processing: Moderation effect of age
Shuer YeiD, J.C. Mostert, Robin PederseniD, Xiaqing Lan, Lei ZhaoiD, Alireza SalamiiD, Maryam ZiaeiiD
Abstract
The functional cortical hierarchy of the human brain, a fundamental principle of brain organization, has been extensively characterized during resting state for healthy younger adults. However, functional re-organization during naturalistic settings, such as movie-watching, and its alterations across the adult lifespan remains poorly understood. Using resting-state and movie fMRI data from two large datasets, Cam-CAN (N=416) and DyNAMiC (N=156), this study conducted a comprehensive comparison of brain organization across two states. We identified a robust reorganization with compression of functional gradients from rest to movie-watching states, which is mediated by changes in functional integration and segregation of brain networks. The extent of compression from rest to movie was significantly greater in older adults and predicted worse cognitive performance among the elderly population. Our findings provide novel insights into how macroscale brain hierarchy is reorganized during naturalistic processing, and how this reorganization during aging impacts cognitive processes, offering a deeper understanding of the neural basis of aging and cognition.
- Citations
- 0
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
- Investigating the effects of healthy cognitive aging on brain functional connectivity using 4.7 T resting-state functional Magnetic Resonance Imaging.
Stanislau Hrybouski, Ivor Cribben, … Nikolai V. Malykhin·Brain Structure and FunctionPeer-reviewed·Feb 18, 2021
- Structure-Function Dynamics in Healthy Cognitive Aging: A Graph Signal Processing Approach
Clément Guichet, Sophie Achard, … Monica V. Baciu·Brain Structure and FunctionPeer-reviewed·Jun 13, 2026
- Age differences in the functional architecture of the human brain
Roni Setton, Laetitia Mwilambwe-Tshilobo, … R. Nathan Spreng·Cerebral CortexPeer-reviewed·Jan 28, 2022
- Organization of functional brain networks architecture during negative movie watching in late adulthood
Sara Sarebannejad, Shuer Ye, Maryam Ziaei·bioRxiv·Apr 15, 2026
- The overlapping modular organization of human brain functional networks across the adult lifespan
Yue Gu, Liangfang Li, … Zhengjia Dai·NeuroImagePeer-reviewed·Mar 21, 2022
- Frequency-resolved cortical functional connectivityacross the adult lifespan
Santeri Ruuskanen, Juan Camilo Avendano-Diaz, … Lauri T. Parkkonen·Human Brain MappingPeer-reviewed·Feb 26, 2026