Literature DB >> 34757860

Age-related declines in neural distinctiveness correlate across brain areas and result from both decreased reliability and increased confusability.

M Simmonite1,2, T A Polk1.   

Abstract

According to the neural dedifferentiation hypothesis, age-related reductions in the distinctiveness of neural representations contribute to sensory, cognitive, and motor declines associated with aging: neural activity associated with different stimulus categories becomes more confusable with age and behavioral performance suffers as a result. Initial studies investigated age-related dedifferentiation in the visual cortex, but subsequent research has revealed declines in other brain regions, suggesting that dedifferentiation may be a general feature of the aging brain. In the present study, we used functional magnetic resonance imaging to investigate age-related dedifferentiation in the visual, auditory, and motor cortices. Participants were 58 young adults and 79 older adults. The similarity of activation patterns across different blocks of the same category was calculated (within-category correlation, a measure of reliability) as was the similarity of activation patterns elicited by different categories (between-category correlations, a measure of confusability). Neural distinctiveness was defined as the difference between the mean within- and between-category similarity. We found age-related reductions in neural distinctiveness in the visual, auditory, and motor cortices, which were driven by both decreases in within-category similarity and increases in between-category similarity. There were significant positive cross-region correlations between neural distinctiveness in different regions. These correlations were driven by within-category similarities, a finding that indicates that declines in the reliability of neural activity appear to occur in tandem across the brain. These findings suggest that the changes in neural distinctiveness that occur in healthy aging result from changes in both the reliability and confusability of patterns of neural activity.

Entities:  

Keywords:  Healthy aging; cognition; dedifferentiation; fMRI; multivariate pattern analysis; mvpa

Mesh:

Year:  2021        PMID: 34757860      PMCID: PMC8960331          DOI: 10.1080/13825585.2021.1999383

Source DB:  PubMed          Journal:  Neuropsychol Dev Cogn B Aging Neuropsychol Cogn        ISSN: 1382-5585


  36 in total

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Authors:  Marie St-Laurent; Hervé Abdi; Ashley Bondad; Bradley R Buchsbaum
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Authors:  David Berron; Katja Neumann; Anne Maass; Hartmut Schütze; Klaus Fliessbach; Verena Kiven; Frank Jessen; Magdalena Sauvage; Dharshan Kumaran; Emrah Düzel
Journal:  Neurobiol Aging       Date:  2018-01-31       Impact factor: 4.673

7.  Network segregation varies with neural distinctiveness in sensorimotor cortex.

Authors:  Kaitlin Cassady; Holly Gagnon; Erin Freiburger; Poortata Lalwani; Molly Simmonite; Denise C Park; Scott J Peltier; Stephan F Taylor; Daniel H Weissman; Rachael D Seidler; Thad A Polk
Journal:  Neuroimage       Date:  2020-02-25       Impact factor: 6.556

8.  Reduced Fidelity of Neural Representation Underlies Episodic Memory Decline in Normal Aging.

Authors:  Li Zheng; Zhiyao Gao; Xiaoqian Xiao; Zhifang Ye; Chuansheng Chen; Gui Xue
Journal:  Cereb Cortex       Date:  2018-07-01       Impact factor: 5.357

9.  Cognition assessment using the NIH Toolbox.

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Journal:  Neurology       Date:  2013-03-12       Impact factor: 9.910

10.  Increased activity in frontal motor cortex compensates impaired speech perception in older adults.

Authors:  Yi Du; Bradley R Buchsbaum; Cheryl L Grady; Claude Alain
Journal:  Nat Commun       Date:  2016-08-02       Impact factor: 14.919

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