Neurobiology of AgingNeurosciencePeer-reviewed journal article
Network Segregation During Episodic Memory Shows Age-Invariant Relations with Memory Performance From 7 to 82 Years
Håkon GrydelandiD, Markus Handal SneveiD, James M. RoeiD, Liisa RaudiD, Hedda T NessiD, Line FolvikiD, Inge K. AmlieniD, Oliver Marcel GeieriD, Øystein SørenseniD, Dídac Vidal-piñeiro AiD, Kristine Beate WalhovdiD, Anders M. FjelliD
Abstract
Lower episodic memory capability, as seen in development and aging compared with younger adulthood, may partly depend on lower brain network segregation. Here, our objective was twofold: (1) test this hypothesis using within- and between-network functional connectivity (FC) during episodic memory encoding and retrieval, in two independent samples (n=734, age 7-82 years). (2) Assess associations with age and the ability to predict memory comparing task-general FC and memory-modulated FC. In a multiverse-inspired approach, we performed tests across multiple analytic choices. Results showed that relationships differed based on these analytic choices, were often weak, and mainly present in the cohort with the most data. Significant relationships indicated that (i) memory-modulated FC predicted memory performance and associated with memory in an age-invariant manner. (ii) In line with the so- called neural dedifferentiation view, task-general FC showed lower segregation with higher age in adults which was associated with worse memory performance. In development, although there were only weak signs of a neural differentiation, that is, gradually higher segregation with higher age, we observed similar lower segregation-worse memory relationships. This age-invariant relationships between FC and episodic memory suggest that network segregation is pivotal for memory across the healthy lifespan. Declarations of interestnone. HighlightsO_LIWithin- and between network functional connectivity predict memory performance. C_LIO_LIMultiverse-inspired analyses showed varying results depending on analytic choices. C_LIO_LIMemory associations particularly in the cohort with most data were age-invariant across the lifespan. C_LIO_LIDedifferentiation might be better characterized as degrees of differentiation. C_LI
- Citations
- 2
- FWCI
- 1.13
- Field percentile
- top 28%
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
- Age differences in functional connectivity and dedifferentiation of category representations
Claire Pauley, Dagmar Zeithamová, Myriam C. Sander·bioRxiv·Jan 4, 2024
- The relationship between age, neural differentiation, and memory performance
Joshua D. Koen, Nedra Hauck, Michael D. Rugg·Journal of NeurosciencePeer-reviewed·Nov 2, 2018
- Age- and episodic memory-related differences in task-based functional connectivity in women and men
Sivaniya Subramaniapillai, Sricharana Rajagopal, … Maria Natasha Rajah·Journal of Cognitive NeurosciencePeer-reviewed·Jan 1, 2022
- Network Segregation Predicts Processing Speed in the Cognitively Healthy Oldest-old
Sara A. Nolin, ME Faulkner, … Kristina Visscher·bioRxiv·Oct 5, 2021
- Longitudinal stability of the brain functional connectome is associated with episodic memory performance in aging
Olga Therese Ousdal, Tobias Kaufmann, … Lars Tjelta Westlye·Human Brain MappingPeer-reviewed·Oct 25, 2019
- Education differentiates cognitive performance and resting state fMRI connectivity in healthy aging
Sonia Montemurro, Nicola Filippini, … Marco Marino·Frontiers in Aging NeurosciencePeer-reviewed·May 24, 2023