Cooperative contributions of structural and functional connectivity to successful memory in aging.
Abstract
Understanding the precise relation between functional connectivity and structural
(white matter) connectivity and how these relationships account for cognitive changes
in older adults are major challenges for neuroscience. We investigate these issues
using an approach in which structural equation modeling (SEM) is employed to integrate
functional and structural connectivity data from younger and older adults (n = 62),
analyzed with a common framework based on regions connected by canonical tract groups
(CTGs). CTGs (e.g., uncinate fasciculus) serve as a common currency between functional
and structural connectivity matrices, and ensure equivalent sparsity in connectome
information. We used this approach to investigate the neural mechanisms supporting
memory for items and memory for associations, and how they are affected by healthy
aging. We found that different structural and functional CTGs made independent contributions
to source and item memory performance, suggesting that both forms of connectivity
underlie age-related differences in specific forms of memory. Furthermore, the relationship
between functional and structural connectivity was best explained by a general relationship
between latent constructs-a relationship absent in any specific CTG group. These results
provide insights into the relationship between structural and functional connectivity
patterns, and elucidate their relative contribution to age-related differences in
source memory performance.
Type
Journal articleSubject
AgingEpisodic memory
Functional connectivity
SEM
Structural connectivity
Task-related connectivity
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https://hdl.handle.net/10161/19047Published Version (Please cite this version)
10.1162/netn_a_00064Publication Info
Davis, Simon W; Szymanski, Amanda; Boms, Homa; Fink, Thomas; & Cabeza, Roberto (2019). Cooperative contributions of structural and functional connectivity to successful
memory in aging. Network neuroscience (Cambridge, Mass.), 3(1). pp. 173-194. 10.1162/netn_a_00064. Retrieved from https://hdl.handle.net/10161/19047.This is constructed from limited available data and may be imprecise. To cite this
article, please review & use the official citation provided by the journal.
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Show full item recordScholars@Duke
Roberto Cabeza
Professor of Psychology and Neuroscience
My laboratory investigates the neural correlates of memory and cognition in young
and older adults using fMRI. We have three main lines of research: First, we distinguish
the neural correlates of various episodic memory processes. For example, we have compared
encoding vs. retrieval, item vs. source memory, recall vs. recognition, true vs. false
memory, and emotional vs. nonemotional memory. We are particularly interested in the
contribution of prefrontal cortex (PFC) and medial temporal lobe (M
Simon Wilton Davis
Assistant Professor in Neurology
My research centers around the use of structural and functional imaging measures to
study the shifts in network architecture in the aging brain. I am specifically interested
in changes in how changes in structural and functional connectivity associated with
aging impact the semantic retrieval of word or fact knowledge. Currently this involves
asking why older adults have particular difficulty in certain kinds of semantic retrieval,
despite the fact that vocabularies and knowledge stores typic
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