Journal of Cognitive NeuroscienceNeurosciencePeer-reviewed journal article
The Aging Brain and Executive Functions Revisited: Implications from Meta-Analytic and Functional-Connectivity Evidence
Marisa K. HeckneriD, Edna C. CieslikiD, Simon Bodo EickhoffiD, Julia A. CamilleriiD, Felix HoffstaedteriD, Robert LangneriD
Abstract
Healthy aging is associated with changes in cognitive performance including executive functions (EFs) and their associated brain activation patterns. However, it has remained unclear which EF-related brain regions are affected consistently, because the results of pertinent neuroimaging studies and earlier meta-analyses vary considerably. We, therefore, conducted new rigorous meta-analyses of published age differences in EF-related brain activity. Out of a larger set of regions associated with EFs, only left inferior frontal junction (IFJ) and left anterior cuneus/precuneus (aC/PrC) were found to show consistent age differences. To further characterize these two age-sensitive regions, we performed seed-based resting-state functional connectivity (RS-FC) analyses using fMRI data from a large adult sample with a wide age range. We also assessed associations of the two regions whole-brain RS-FC patterns with age and EF performance. Although functional profiling and RS-FC analyses point towards a domain-general role of left IFJ in EFs, the pattern of individual study contributions to the meta-analytic results suggests process-specific modulations by age. Our analyses further indicate that left aC/PrC is recruited differently by older (compared to younger) adults during EF tasks, potentially reflecting inefficiencies in switching the attentional focus. Overall, our findings question earlier meta-analytic results and suggest a larger heterogeneity of age-related differences in brain activity associated with EFs. Hence, they encourage future research that pays greater attention to replicability, investigates age-related differences in deactivation, and focuses on more narrowly defined EF subprocesses, combining multiple behavioral assessments with multi-modal imaging. Highlights- Healthy aging is linked to deterioration in executive functions (EFs) - ALE meta-analyses examined consistent age differences in brain activity linked to EFs - In a larger set of EF regions, only left IFJ and (pre)cuneus were sensitive to age - Advanced age was linked to weaker functional coupling within EF-related networks - Our findings question earlier meta-analytic findings
- Citations
- 49
- FWCI
- 0.54
- Field percentile
- top 50%
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
- Predicting Executive Functioning from Brain Networks: Modality Specificity and Age Effects
Marisa K. Heckner, Edna C. Cieslik, … Robert Langner·Cerebral CortexPeer-reviewed·Sep 3, 2023
- Global functional connectivity of cognitive control network predicts task-switching performance in older adults
Bryan Madero, Matthew J. Sodoma, … Michelle W. Voss·CortexPeer-reviewed·Jan 15, 2026
- Age differences in brain functional connectivity underlying proactive interference in working memory.
Pernilla Andersson, Martien G.S. Schrooten, Jonas Persson·Human Brain MappingPeer-reviewed·Apr 1, 2025
- The Unity/Diversity Framework of Executive Functions in Older Adults
Sheng-Ju Guo, Ping Wang, … Hui‐Jie Li·bioRxiv·Jul 22, 2024
- Age-related cerebello-thalamo-cortical white matter degradation and executive function performance across the lifespan
Jessica N. Kraft, Alyssa Ortega, … Kristen M. Kennedy·Scientific ReportsPeer-reviewed·Feb 18, 2026
- Cerebellar and Prefrontal-Cortical Engagement During Higher-Order Rule Learning in Older Adulthood
Trevor Bryan Jackson, Ted Maldonado, … Jessica A. Bernard·NeuropsychologiaPeer-reviewed·Sep 10, 2020