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Contributions of White Matter Connectivity and BOLD Modulation to Cognitive Aging: A Lifespan Structure-Function Association Study
Abstract The ability to flexibly modulate brain activation to increasing cognitive challenge decreases with aging. This age-related decrease in dynamic range of function of regional gray matter may be, in part, due to age-related degradation of regional white matter tracts. Here, a lifespan sample o...
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Published in: | Cerebral cortex (New York, N.Y. 1991) N.Y. 1991), 2020-03, Vol.30 (3), p.1649-1661 |
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creator | Webb, Christina E Rodrigue, Karen M Hoagey, David A Foster, Chris M Kennedy, Kristen M |
description | Abstract
The ability to flexibly modulate brain activation to increasing cognitive challenge decreases with aging. This age-related decrease in dynamic range of function of regional gray matter may be, in part, due to age-related degradation of regional white matter tracts. Here, a lifespan sample of 171 healthy adults (aged 20–94) underwent magnetic resonance imaging (MRI) scanning including diffusion-weighted imaging (for tractography) and functional imaging (a digit n-back task). We utilized structural equation modeling to test the hypothesis that age-related decrements in white matter microstructure are associated with altered blood-oxygen-level-dependent (BOLD) modulation, and both in turn, are associated with scanner-task accuracy and executive function performance. Specified structural equation model evidenced good fit, demonstrating that increased age negatively affects n-back task accuracy and executive function performance in part due to both degraded white matter tract microstructure and reduced task-difficulty-related BOLD modulation. We further demonstrated that poorer white matter microstructure integrity was associated with weakened BOLD modulation, particularly in regions showing positive modulation effects, as opposed to negative modulation effects. This structure-function association study provides further evidence that structural connectivity influences functional activation, and the two mechanisms in tandem are predictive of cognitive performance, both during the task, and for cognition measured outside the scanner environment. |
doi_str_mv | 10.1093/cercor/bhz193 |
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The ability to flexibly modulate brain activation to increasing cognitive challenge decreases with aging. This age-related decrease in dynamic range of function of regional gray matter may be, in part, due to age-related degradation of regional white matter tracts. Here, a lifespan sample of 171 healthy adults (aged 20–94) underwent magnetic resonance imaging (MRI) scanning including diffusion-weighted imaging (for tractography) and functional imaging (a digit n-back task). We utilized structural equation modeling to test the hypothesis that age-related decrements in white matter microstructure are associated with altered blood-oxygen-level-dependent (BOLD) modulation, and both in turn, are associated with scanner-task accuracy and executive function performance. Specified structural equation model evidenced good fit, demonstrating that increased age negatively affects n-back task accuracy and executive function performance in part due to both degraded white matter tract microstructure and reduced task-difficulty-related BOLD modulation. We further demonstrated that poorer white matter microstructure integrity was associated with weakened BOLD modulation, particularly in regions showing positive modulation effects, as opposed to negative modulation effects. This structure-function association study provides further evidence that structural connectivity influences functional activation, and the two mechanisms in tandem are predictive of cognitive performance, both during the task, and for cognition measured outside the scanner environment.</description><identifier>ISSN: 1047-3211</identifier><identifier>EISSN: 1460-2199</identifier><identifier>DOI: 10.1093/cercor/bhz193</identifier><identifier>PMID: 31599929</identifier><language>eng</language><publisher>United States: Oxford University Press</publisher><subject>Adult ; Aged ; Aged, 80 and over ; Aging - physiology ; Cognition - physiology ; Cognitive Aging - physiology ; Diffusion Magnetic Resonance Imaging - methods ; Executive Function - physiology ; Female ; Gray Matter - physiology ; Humans ; Male ; Middle Aged ; Original ; White Matter - pathology ; Young Adult</subject><ispartof>Cerebral cortex (New York, N.Y. 1991), 2020-03, Vol.30 (3), p.1649-1661</ispartof><rights>The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com. 2019</rights><rights>The Author(s) 2019. Published by Oxford University Press. All rights reserved. For permissions, please e-mail: journals.permission@oup.com.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c420t-2a673e3e39d4abdf5683b1fe1093843e82b5c4e651079b67e184cf624ffa4d423</citedby><cites>FETCH-LOGICAL-c420t-2a673e3e39d4abdf5683b1fe1093843e82b5c4e651079b67e184cf624ffa4d423</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31599929$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Webb, Christina E</creatorcontrib><creatorcontrib>Rodrigue, Karen M</creatorcontrib><creatorcontrib>Hoagey, David A</creatorcontrib><creatorcontrib>Foster, Chris M</creatorcontrib><creatorcontrib>Kennedy, Kristen M</creatorcontrib><title>Contributions of White Matter Connectivity and BOLD Modulation to Cognitive Aging: A Lifespan Structure-Function Association Study</title><title>Cerebral cortex (New York, N.Y. 1991)</title><addtitle>Cereb Cortex</addtitle><description>Abstract
The ability to flexibly modulate brain activation to increasing cognitive challenge decreases with aging. This age-related decrease in dynamic range of function of regional gray matter may be, in part, due to age-related degradation of regional white matter tracts. Here, a lifespan sample of 171 healthy adults (aged 20–94) underwent magnetic resonance imaging (MRI) scanning including diffusion-weighted imaging (for tractography) and functional imaging (a digit n-back task). We utilized structural equation modeling to test the hypothesis that age-related decrements in white matter microstructure are associated with altered blood-oxygen-level-dependent (BOLD) modulation, and both in turn, are associated with scanner-task accuracy and executive function performance. Specified structural equation model evidenced good fit, demonstrating that increased age negatively affects n-back task accuracy and executive function performance in part due to both degraded white matter tract microstructure and reduced task-difficulty-related BOLD modulation. We further demonstrated that poorer white matter microstructure integrity was associated with weakened BOLD modulation, particularly in regions showing positive modulation effects, as opposed to negative modulation effects. This structure-function association study provides further evidence that structural connectivity influences functional activation, and the two mechanisms in tandem are predictive of cognitive performance, both during the task, and for cognition measured outside the scanner environment.</description><subject>Adult</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Aging - physiology</subject><subject>Cognition - physiology</subject><subject>Cognitive Aging - physiology</subject><subject>Diffusion Magnetic Resonance Imaging - methods</subject><subject>Executive Function - physiology</subject><subject>Female</subject><subject>Gray Matter - physiology</subject><subject>Humans</subject><subject>Male</subject><subject>Middle Aged</subject><subject>Original</subject><subject>White Matter - pathology</subject><subject>Young Adult</subject><issn>1047-3211</issn><issn>1460-2199</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqFkb1vFDEQxS0EIiFQ0kYuaZb4a3fPFJEuBwGki1IERGl5veM7oz374o9IR8lfzi4bEqiQC1ua33sz44fQa0reUiL5mYFoQjzrtj-o5E_QMRUNqRiV8un4JqKtOKP0CL1I6TshtGU1e46OOK2llEweo5-r4HN0Xcku-ISDxd-2LgO-0jlDxGPVg8nuzuUD1r7HF9fr9_gq9GXQkwLnMDIb70YE8HLj_OYdXuK1s5D22uObHIvJJUJ1Wbz5rVimFIyb1Te59IeX6JnVQ4JX9_cJ-nr54cvqU7W-_vh5tVxXRjCSK6ablsN4ZC9019u6WfCOWph-YSE4LFhXGwFNTUkru6YFuhDGNkxYq0UvGD9B57PvvnQ76A2Mi-tB7aPb6XhQQTv1b8W7rdqEO9VSziSZDN7cG8RwWyBltXPJwDBoD6EkxTjhrWANn9BqRk0MKUWwD20oUdPEas5NzbmN_Onfsz3Qf4J67B3K_j9evwC_HabQ</recordid><startdate>20200314</startdate><enddate>20200314</enddate><creator>Webb, Christina E</creator><creator>Rodrigue, Karen M</creator><creator>Hoagey, David A</creator><creator>Foster, Chris M</creator><creator>Kennedy, Kristen M</creator><general>Oxford University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20200314</creationdate><title>Contributions of White Matter Connectivity and BOLD Modulation to Cognitive Aging: A Lifespan Structure-Function Association Study</title><author>Webb, Christina E ; Rodrigue, Karen M ; Hoagey, David A ; Foster, Chris M ; Kennedy, Kristen M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c420t-2a673e3e39d4abdf5683b1fe1093843e82b5c4e651079b67e184cf624ffa4d423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adult</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Aging - physiology</topic><topic>Cognition - physiology</topic><topic>Cognitive Aging - physiology</topic><topic>Diffusion Magnetic Resonance Imaging - methods</topic><topic>Executive Function - physiology</topic><topic>Female</topic><topic>Gray Matter - physiology</topic><topic>Humans</topic><topic>Male</topic><topic>Middle Aged</topic><topic>Original</topic><topic>White Matter - pathology</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Webb, Christina E</creatorcontrib><creatorcontrib>Rodrigue, Karen M</creatorcontrib><creatorcontrib>Hoagey, David A</creatorcontrib><creatorcontrib>Foster, Chris M</creatorcontrib><creatorcontrib>Kennedy, Kristen M</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Cerebral cortex (New York, N.Y. 1991)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Webb, Christina E</au><au>Rodrigue, Karen M</au><au>Hoagey, David A</au><au>Foster, Chris M</au><au>Kennedy, Kristen M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Contributions of White Matter Connectivity and BOLD Modulation to Cognitive Aging: A Lifespan Structure-Function Association Study</atitle><jtitle>Cerebral cortex (New York, N.Y. 1991)</jtitle><addtitle>Cereb Cortex</addtitle><date>2020-03-14</date><risdate>2020</risdate><volume>30</volume><issue>3</issue><spage>1649</spage><epage>1661</epage><pages>1649-1661</pages><issn>1047-3211</issn><eissn>1460-2199</eissn><abstract>Abstract
The ability to flexibly modulate brain activation to increasing cognitive challenge decreases with aging. This age-related decrease in dynamic range of function of regional gray matter may be, in part, due to age-related degradation of regional white matter tracts. Here, a lifespan sample of 171 healthy adults (aged 20–94) underwent magnetic resonance imaging (MRI) scanning including diffusion-weighted imaging (for tractography) and functional imaging (a digit n-back task). We utilized structural equation modeling to test the hypothesis that age-related decrements in white matter microstructure are associated with altered blood-oxygen-level-dependent (BOLD) modulation, and both in turn, are associated with scanner-task accuracy and executive function performance. Specified structural equation model evidenced good fit, demonstrating that increased age negatively affects n-back task accuracy and executive function performance in part due to both degraded white matter tract microstructure and reduced task-difficulty-related BOLD modulation. We further demonstrated that poorer white matter microstructure integrity was associated with weakened BOLD modulation, particularly in regions showing positive modulation effects, as opposed to negative modulation effects. This structure-function association study provides further evidence that structural connectivity influences functional activation, and the two mechanisms in tandem are predictive of cognitive performance, both during the task, and for cognition measured outside the scanner environment.</abstract><cop>United States</cop><pub>Oxford University Press</pub><pmid>31599929</pmid><doi>10.1093/cercor/bhz193</doi><tpages>13</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Adult Aged Aged, 80 and over Aging - physiology Cognition - physiology Cognitive Aging - physiology Diffusion Magnetic Resonance Imaging - methods Executive Function - physiology Female Gray Matter - physiology Humans Male Middle Aged Original White Matter - pathology Young Adult |
title | Contributions of White Matter Connectivity and BOLD Modulation to Cognitive Aging: A Lifespan Structure-Function Association Study |
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