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Dissociative effects of age on neural differentiation at the category and item level
Increasing age is associated with age-related neural dedifferentiation, a reduction in the selectivity of neural representations which has been proposed to contribute to cognitive decline in older age. Recent findings indicate that when operationalized in terms of selectivity for different perceptua...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245847/ https://www.ncbi.nlm.nih.gov/pubmed/37293054 http://dx.doi.org/10.1101/2023.05.24.542148 |
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author | Srokova, Sabina Aktas, Ayse N. Z. Koen, Joshua D. Rugg, Michael D. |
author_facet | Srokova, Sabina Aktas, Ayse N. Z. Koen, Joshua D. Rugg, Michael D. |
author_sort | Srokova, Sabina |
collection | PubMed |
description | Increasing age is associated with age-related neural dedifferentiation, a reduction in the selectivity of neural representations which has been proposed to contribute to cognitive decline in older age. Recent findings indicate that when operationalized in terms of selectivity for different perceptual categories, age-related neural dedifferentiation, and the apparent age-invariant association of neural selectivity with cognitive performance, are largely restricted to the cortical regions typically recruited during scene processing. It is currently unknown whether this category-level dissociation extends to metrics of neural selectivity defined at the level of individual stimulus items. Here, we examined neural selectivity at the category and item levels using multivoxel pattern similarity analysis (PSA) of fMRI data. Healthy young and older male and female adults viewed images of objects and scenes. Some items were presented singly, while others were either repeated or followed by a ‘similar lure’. Consistent with recent findings, category-level PSA revealed robustly lower differentiation in older than younger adults in scene-selective, but not object-selective, cortical regions. By contrast, at the item level, robust age-related declines in neural differentiation were evident for both stimulus categories. Moreover, we identified an age-invariant association between category-level scene-selectivity in the parahippocampal place area and subsequent memory performance, but no such association was evident for item-level metrics. Lastly, category and item-level neural metrics were uncorrelated. Thus, the present findings suggest that age-related category- and item-level dedifferentiation depend on distinct neural mechanisms. |
format | Online Article Text |
id | pubmed-10245847 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-102458472023-06-08 Dissociative effects of age on neural differentiation at the category and item level Srokova, Sabina Aktas, Ayse N. Z. Koen, Joshua D. Rugg, Michael D. bioRxiv Article Increasing age is associated with age-related neural dedifferentiation, a reduction in the selectivity of neural representations which has been proposed to contribute to cognitive decline in older age. Recent findings indicate that when operationalized in terms of selectivity for different perceptual categories, age-related neural dedifferentiation, and the apparent age-invariant association of neural selectivity with cognitive performance, are largely restricted to the cortical regions typically recruited during scene processing. It is currently unknown whether this category-level dissociation extends to metrics of neural selectivity defined at the level of individual stimulus items. Here, we examined neural selectivity at the category and item levels using multivoxel pattern similarity analysis (PSA) of fMRI data. Healthy young and older male and female adults viewed images of objects and scenes. Some items were presented singly, while others were either repeated or followed by a ‘similar lure’. Consistent with recent findings, category-level PSA revealed robustly lower differentiation in older than younger adults in scene-selective, but not object-selective, cortical regions. By contrast, at the item level, robust age-related declines in neural differentiation were evident for both stimulus categories. Moreover, we identified an age-invariant association between category-level scene-selectivity in the parahippocampal place area and subsequent memory performance, but no such association was evident for item-level metrics. Lastly, category and item-level neural metrics were uncorrelated. Thus, the present findings suggest that age-related category- and item-level dedifferentiation depend on distinct neural mechanisms. Cold Spring Harbor Laboratory 2023-05-25 /pmc/articles/PMC10245847/ /pubmed/37293054 http://dx.doi.org/10.1101/2023.05.24.542148 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Srokova, Sabina Aktas, Ayse N. Z. Koen, Joshua D. Rugg, Michael D. Dissociative effects of age on neural differentiation at the category and item level |
title | Dissociative effects of age on neural differentiation at the category and item level |
title_full | Dissociative effects of age on neural differentiation at the category and item level |
title_fullStr | Dissociative effects of age on neural differentiation at the category and item level |
title_full_unstemmed | Dissociative effects of age on neural differentiation at the category and item level |
title_short | Dissociative effects of age on neural differentiation at the category and item level |
title_sort | dissociative effects of age on neural differentiation at the category and item level |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10245847/ https://www.ncbi.nlm.nih.gov/pubmed/37293054 http://dx.doi.org/10.1101/2023.05.24.542148 |
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