Communications BiologyNeurosciencePeer-reviewed journal article
Linking structural and functional changes during aging using multilayer brain network analysis
Gwendolyn JaunyiD, Mite MijalkoviD, Anna Canal-GarcíaiD, Giovanni VolpeiD, Joana B. PereiraiD, Francis EustacheiD, Thomas HinaultiD
Abstract
Brain structure and function are intimately linked, however this association remains poorly understood of the complexity of this relationship has remained understudied. Healthy aging is characterized by heterogenous levels of structural integrity changes that influence functional network dynamics. Here, we used the multilayer brain network analysis on structural (diffusion tensor imaging) and functional (magnetoencephalography) data from the Cam-CAN database. We found that the level of similarity of connectivity patterns between brain structure and function in the parietal and temporal regions (alpha frequency band) was associated with cognitive performance in healthy older individuals. These results highlight the impact of structural connectivity changes on the reorganisation of functional connectivity associated with the preservation of cognitive function, and provide a mechanistic understanding of the concepts of brain maintenance and compensation with aging. Investigation of the link between structure and function could thus represent a new marker of individual variability, and of pathological changes.
- organism: human
- assay: bulk RNA-seq
- assay: multiome
- research focus: cell-cell communication
- research focus: spatial domain detection
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: statistical model
- Citations
- 29
- FWCI
- 7.03
- Field percentile
- top 2%
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
- 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
- Brain Network Architecture Constrains Age-related Cortical Thinning
Marvin Petersen, Felix Leonard Nägele, … Bastian Cheng·NeuroImagePeer-reviewed·Oct 29, 2022
- Connectivity dynamics and cognitive variability during aging
Gwendolyn Jauny, Francis Eustache, Thomas Hinault·Neurobiology of AgingPeer-reviewed·Oct 1, 2022
- Multimodal cortical connectome in the default mode network across the adult lifespan
Sanwang Wang, Xiaobo Liu, … Lei Shi·bioRxiv·May 16, 2025
- Reorganization of structural connectivity in the brain supports preservation of cognitive ability in healthy aging
Josh Neudorf, Kelly Shen, Anthony Randal McIntosh·Network NeurosciencePeer-reviewed·Jan 1, 2024
- 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