Network segregation during episodic memory shows age-invariant relations with memory performance from 7 to 82 years
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 en...
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Published in | Neurobiology of aging Vol. 148; pp. 1 - 15 |
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Main Authors | , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
Elsevier Inc
01.04.2025
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Subjects | |
Online Access | Get full text |
ISSN | 0197-4580 1558-1497 1558-1497 |
DOI | 10.1016/j.neurobiolaging.2025.01.004 |
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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 and were mainly present in the largest dataset,. 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.
•Within- and between network functional connectivity predict memory performance.•Multiverse-inspired analyses showed varying results depending on analytic choices.•Memory associations particularly in the largest dataset were age-invariant across the lifespan.•Dedifferentiation might be better characterized as degrees of differentiation. |
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AbstractList | 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 and were mainly present in the largest dataset,. 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.
•Within- and between network functional connectivity predict memory performance.•Multiverse-inspired analyses showed varying results depending on analytic choices.•Memory associations particularly in the largest dataset were age-invariant across the lifespan.•Dedifferentiation might be better characterized as degrees of differentiation. 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 and were mainly present in the largest dataset,. 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.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 and were mainly present in the largest dataset,. 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. 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 and were mainly present in the largest dataset,. 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. |
Author | Walhovd, Kristine B. Grydeland, Håkon Sørensen, Øystein Vidal-Piñeiro, Didac Raud, Liisa Roe, James M. Ness, Hedda T. Fjell, Anders M. Sneve, Markus H. Folvik, Line Geier, Oliver M. Amlien, Inge |
Author_xml | – sequence: 1 givenname: Håkon surname: Grydeland fullname: Grydeland, Håkon email: hakon.grydeland@psykologi.uio.no organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 2 givenname: Markus H. surname: Sneve fullname: Sneve, Markus H. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 3 givenname: James M. surname: Roe fullname: Roe, James M. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 4 givenname: Liisa surname: Raud fullname: Raud, Liisa organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 5 givenname: Hedda T. surname: Ness fullname: Ness, Hedda T. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 6 givenname: Line surname: Folvik fullname: Folvik, Line organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 7 givenname: Inge surname: Amlien fullname: Amlien, Inge organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 8 givenname: Oliver M. surname: Geier fullname: Geier, Oliver M. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 9 givenname: Øystein surname: Sørensen fullname: Sørensen, Øystein organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 10 givenname: Didac surname: Vidal-Piñeiro fullname: Vidal-Piñeiro, Didac organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 11 givenname: Kristine B. surname: Walhovd fullname: Walhovd, Kristine B. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway – sequence: 12 givenname: Anders M. surname: Fjell fullname: Fjell, Anders M. organization: Center for Lifespan Changes in Brain and Cognition, Department of Psychology, University of Oslo, Oslo 0317, Norway |
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Keywords | Functional connectivity Networks Segregation Episodic memory Dedifferentiation FMRI |
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SubjectTerms | Adolescent Adult Aged Aged, 80 and over Aging - physiology Aging - psychology Brain - diagnostic imaging Brain - physiology Child Dedifferentiation Episodic memory Female FMRI Functional connectivity Humans Male Memory, Episodic Middle Aged Nerve Net - physiology Networks Segregation Young Adult |
Title | Network segregation during episodic memory shows age-invariant relations with memory performance from 7 to 82 years |
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