Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men
This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection. Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-...
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description | This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection.
Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-density EEG was acquired; 66 had usable EEG data from one or both tasks; structural MRI was available for 43. We investigated relationships between task-evoked EEG responses, cognitive ability and immunocompromise. We also explored the structural correlates of these EEG markers in the sub-sample with complete EEG and MRI data (N = 27).
EEG activity was associated with cognitive ability at later (P300) but not earlier stages of both tasks. Only the oddball task P300 was reliably associated with HIV severity (nadir CD4). Source localization confirmed that the tasks engaged partially distinct circuits. Thalamus volume correlated with oddball task P300 amplitude, while globus pallidus volume was related to the P300 in both tasks.
This is the first study to use task-evoked EEG to identify neural correlates of individual differences in cognition in men living with well-controlled HIV infection, and to explore the structural basis of the EEG markers. We found that EEG responses evoked by the oddball task are more reliably related to cognitive performance than those evoked by the Simon task. We also provide preliminary evidence for a subcortical contribution to the effects of HIV infection severity on P300 amplitudes. These results suggest brain mechanisms and candidate biomarkers for individual differences in cognition in HIV. |
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Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-density EEG was acquired; 66 had usable EEG data from one or both tasks; structural MRI was available for 43. We investigated relationships between task-evoked EEG responses, cognitive ability and immunocompromise. We also explored the structural correlates of these EEG markers in the sub-sample with complete EEG and MRI data (N = 27).
EEG activity was associated with cognitive ability at later (P300) but not earlier stages of both tasks. Only the oddball task P300 was reliably associated with HIV severity (nadir CD4). Source localization confirmed that the tasks engaged partially distinct circuits. Thalamus volume correlated with oddball task P300 amplitude, while globus pallidus volume was related to the P300 in both tasks.
This is the first study to use task-evoked EEG to identify neural correlates of individual differences in cognition in men living with well-controlled HIV infection, and to explore the structural basis of the EEG markers. We found that EEG responses evoked by the oddball task are more reliably related to cognitive performance than those evoked by the Simon task. We also provide preliminary evidence for a subcortical contribution to the effects of HIV infection severity on P300 amplitudes. These results suggest brain mechanisms and candidate biomarkers for individual differences in cognition in HIV.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0243670</identifier><identifier>PMID: 34314416</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Aged ; Alzheimer's disease ; Amplitudes ; Antiretroviral agents ; Auditory evoked potentials ; Auditory pathways ; Biology and Life Sciences ; Biomarkers ; Brain - diagnostic imaging ; Brain - physiopathology ; CD4 antigen ; Cognition ; Cognition - physiology ; Cognitive ability ; Cognitive tasks ; Complications and side effects ; EEG ; Electroencephalography ; Evaluation ; Event-Related Potentials, P300 - physiology ; Globus pallidus ; Health aspects ; HIV ; HIV infection ; HIV Infections - diagnostic imaging ; HIV Infections - physiopathology ; Human immunodeficiency virus ; Humans ; Infections ; Localization ; Magnetic resonance imaging ; Magnetic Resonance Imaging - methods ; Male ; Medical imaging ; Medicine ; Medicine and Health Sciences ; Men ; Metabolism ; Middle Aged ; Multimodal Imaging - methods ; Neuroimaging ; Neuroimaging - methods ; Neurology ; Neuropsychological Tests ; Neurosurgery ; Psychological aspects ; Research and Analysis Methods ; Social Sciences ; Substrates ; Thalamus ; Women</subject><ispartof>PloS one, 2021-07, Vol.16 (7), p.e0243670</ispartof><rights>COPYRIGHT 2021 Public Library of Science</rights><rights>2021 Fernandez Cruz et al. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2021 Fernandez Cruz et al 2021 Fernandez Cruz et al</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5680-87344bc8ee6e5eefa066517bb13b0c1bba3cdaacdce05d4a4f2625d4ad9e6c893</citedby><cites>FETCH-LOGICAL-c5680-87344bc8ee6e5eefa066517bb13b0c1bba3cdaacdce05d4a4f2625d4ad9e6c893</cites><orcidid>0000-0002-9144-092X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8315526/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC8315526/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,860,881,2096,2915,23845,27901,27902,53766,53768,79569,79570</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/34314416$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Fernandez Cruz, Ana Lucia</creatorcontrib><creatorcontrib>Chen, Chien-Ming</creatorcontrib><creatorcontrib>Sanford, Ryan</creatorcontrib><creatorcontrib>Collins, D Louis</creatorcontrib><creatorcontrib>Brouillette, Marie-Josée</creatorcontrib><creatorcontrib>Mayo, Nancy E</creatorcontrib><creatorcontrib>Fellows, Lesley K</creatorcontrib><title>Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection.
Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-density EEG was acquired; 66 had usable EEG data from one or both tasks; structural MRI was available for 43. We investigated relationships between task-evoked EEG responses, cognitive ability and immunocompromise. We also explored the structural correlates of these EEG markers in the sub-sample with complete EEG and MRI data (N = 27).
EEG activity was associated with cognitive ability at later (P300) but not earlier stages of both tasks. Only the oddball task P300 was reliably associated with HIV severity (nadir CD4). Source localization confirmed that the tasks engaged partially distinct circuits. Thalamus volume correlated with oddball task P300 amplitude, while globus pallidus volume was related to the P300 in both tasks.
This is the first study to use task-evoked EEG to identify neural correlates of individual differences in cognition in men living with well-controlled HIV infection, and to explore the structural basis of the EEG markers. We found that EEG responses evoked by the oddball task are more reliably related to cognitive performance than those evoked by the Simon task. We also provide preliminary evidence for a subcortical contribution to the effects of HIV infection severity on P300 amplitudes. These results suggest brain mechanisms and candidate biomarkers for individual differences in cognition in HIV.</description><subject>Aged</subject><subject>Alzheimer's disease</subject><subject>Amplitudes</subject><subject>Antiretroviral agents</subject><subject>Auditory evoked potentials</subject><subject>Auditory pathways</subject><subject>Biology and Life Sciences</subject><subject>Biomarkers</subject><subject>Brain - diagnostic imaging</subject><subject>Brain - physiopathology</subject><subject>CD4 antigen</subject><subject>Cognition</subject><subject>Cognition - physiology</subject><subject>Cognitive ability</subject><subject>Cognitive tasks</subject><subject>Complications and side effects</subject><subject>EEG</subject><subject>Electroencephalography</subject><subject>Evaluation</subject><subject>Event-Related Potentials, P300 - physiology</subject><subject>Globus pallidus</subject><subject>Health aspects</subject><subject>HIV</subject><subject>HIV infection</subject><subject>HIV Infections - diagnostic imaging</subject><subject>HIV Infections - physiopathology</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Infections</subject><subject>Localization</subject><subject>Magnetic resonance imaging</subject><subject>Magnetic Resonance Imaging - methods</subject><subject>Male</subject><subject>Medical imaging</subject><subject>Medicine</subject><subject>Medicine and Health Sciences</subject><subject>Men</subject><subject>Metabolism</subject><subject>Middle Aged</subject><subject>Multimodal Imaging - methods</subject><subject>Neuroimaging</subject><subject>Neuroimaging - methods</subject><subject>Neurology</subject><subject>Neuropsychological Tests</subject><subject>Neurosurgery</subject><subject>Psychological aspects</subject><subject>Research and Analysis Methods</subject><subject>Social Sciences</subject><subject>Substrates</subject><subject>Thalamus</subject><subject>Women</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>BENPR</sourceid><sourceid>DOA</sourceid><recordid>eNqNkl1r1EAUhoMotlb_gWhAEEV2nY_MJLkRSlG7UClY7e1wMjnJTp3MrDPJYv-9iZuWXfHCqzmcec57PniT5DklS8pz-v7GD8GBXW68wyVhGZc5eZAc05KzhWSEP9yLj5InMd4QIngh5ePkiGecZhmVx8nVl8H2pvM12NThELzpoDWuTTsIPzDE1DfpFoKB3niXGpdq3zrTmy2mUBlr-tsp6W2NIT1fXb9LO3RPk0cN2IjP5vck-f7p47ez88XF5efV2enFQgtZkEWR8yyrdIEoUSA2QKQUNK8qyiuiaVUB1zWArjUSUWeQNUyyKahLlLoo-Unycqe7sT6q-R5RMSGEZFxyMhKrHVF7uFGbMC4XbpUHo_4kfGgVhN5oi0rC2AulRC3zjJECCshzypqslrRkZT5qfZi7DVWH41CuD2APRA9_nFmr1m9VwakQTI4Cb2aB4H8OGHvVmajRWnDoh93cZU65mHq9-gv993Yz1cK4gHGNH_vqSVSdSlnmRUkoH6m3B5T2rsdffQtDjGp19fX_2cvrQ_b1HrtGsP06ejtMRomHYLYDdfAxBmzub0aJmqx8t5yarKxmK49lL_bvfV90513-GxqA7xk</recordid><startdate>20210727</startdate><enddate>20210727</enddate><creator>Fernandez Cruz, Ana Lucia</creator><creator>Chen, Chien-Ming</creator><creator>Sanford, Ryan</creator><creator>Collins, D Louis</creator><creator>Brouillette, Marie-Josée</creator><creator>Mayo, Nancy E</creator><creator>Fellows, Lesley K</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PHGZM</scope><scope>PHGZT</scope><scope>PIMPY</scope><scope>PJZUB</scope><scope>PKEHL</scope><scope>PPXIY</scope><scope>PQEST</scope><scope>PQGLB</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope><orcidid>https://orcid.org/0000-0002-9144-092X</orcidid></search><sort><creationdate>20210727</creationdate><title>Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men</title><author>Fernandez Cruz, Ana Lucia ; Chen, Chien-Ming ; Sanford, Ryan ; Collins, D Louis ; Brouillette, Marie-Josée ; Mayo, Nancy E ; Fellows, Lesley K</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5680-87344bc8ee6e5eefa066517bb13b0c1bba3cdaacdce05d4a4f2625d4ad9e6c893</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aged</topic><topic>Alzheimer's disease</topic><topic>Amplitudes</topic><topic>Antiretroviral agents</topic><topic>Auditory evoked potentials</topic><topic>Auditory pathways</topic><topic>Biology and Life Sciences</topic><topic>Biomarkers</topic><topic>Brain - diagnostic imaging</topic><topic>Brain - physiopathology</topic><topic>CD4 antigen</topic><topic>Cognition</topic><topic>Cognition - physiology</topic><topic>Cognitive ability</topic><topic>Cognitive tasks</topic><topic>Complications and side effects</topic><topic>EEG</topic><topic>Electroencephalography</topic><topic>Evaluation</topic><topic>Event-Related Potentials, P300 - physiology</topic><topic>Globus pallidus</topic><topic>Health aspects</topic><topic>HIV</topic><topic>HIV infection</topic><topic>HIV Infections - diagnostic imaging</topic><topic>HIV Infections - physiopathology</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Infections</topic><topic>Localization</topic><topic>Magnetic resonance imaging</topic><topic>Magnetic Resonance Imaging - methods</topic><topic>Male</topic><topic>Medical imaging</topic><topic>Medicine</topic><topic>Medicine and Health Sciences</topic><topic>Men</topic><topic>Metabolism</topic><topic>Middle Aged</topic><topic>Multimodal Imaging - methods</topic><topic>Neuroimaging</topic><topic>Neuroimaging - methods</topic><topic>Neurology</topic><topic>Neuropsychological Tests</topic><topic>Neurosurgery</topic><topic>Psychological aspects</topic><topic>Research and Analysis Methods</topic><topic>Social Sciences</topic><topic>Substrates</topic><topic>Thalamus</topic><topic>Women</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Fernandez Cruz, Ana Lucia</creatorcontrib><creatorcontrib>Chen, Chien-Ming</creatorcontrib><creatorcontrib>Sanford, Ryan</creatorcontrib><creatorcontrib>Collins, D Louis</creatorcontrib><creatorcontrib>Brouillette, Marie-Josée</creatorcontrib><creatorcontrib>Mayo, Nancy E</creatorcontrib><creatorcontrib>Fellows, Lesley K</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Gale In Context: Opposing Viewpoints</collection><collection>Gale In Context: Science</collection><collection>ProQuest Central (Corporate)</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Biotechnology Research Abstracts</collection><collection>Nursing & Allied Health Database</collection><collection>Ecology Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Immunology Abstracts</collection><collection>Meteorological & Geoastrophysical Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Agricultural Science Collection</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>ProQuest Pharma Collection</collection><collection>Public Health Database</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies & Aerospace Collection</collection><collection>Agricultural & Environmental Science Collection</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>Natural Science Collection</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>Engineering Research Database</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Materials Science Database</collection><collection>Nursing & Allied Health Database (Alumni Edition)</collection><collection>Meteorological & Geoastrophysical Abstracts - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Fernandez Cruz, Ana Lucia</au><au>Chen, Chien-Ming</au><au>Sanford, Ryan</au><au>Collins, D Louis</au><au>Brouillette, Marie-Josée</au><au>Mayo, Nancy E</au><au>Fellows, Lesley K</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2021-07-27</date><risdate>2021</risdate><volume>16</volume><issue>7</issue><spage>e0243670</spage><pages>e0243670-</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection.
Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task while time-locked high-density EEG was acquired; 66 had usable EEG data from one or both tasks; structural MRI was available for 43. We investigated relationships between task-evoked EEG responses, cognitive ability and immunocompromise. We also explored the structural correlates of these EEG markers in the sub-sample with complete EEG and MRI data (N = 27).
EEG activity was associated with cognitive ability at later (P300) but not earlier stages of both tasks. Only the oddball task P300 was reliably associated with HIV severity (nadir CD4). Source localization confirmed that the tasks engaged partially distinct circuits. Thalamus volume correlated with oddball task P300 amplitude, while globus pallidus volume was related to the P300 in both tasks.
This is the first study to use task-evoked EEG to identify neural correlates of individual differences in cognition in men living with well-controlled HIV infection, and to explore the structural basis of the EEG markers. We found that EEG responses evoked by the oddball task are more reliably related to cognitive performance than those evoked by the Simon task. We also provide preliminary evidence for a subcortical contribution to the effects of HIV infection severity on P300 amplitudes. These results suggest brain mechanisms and candidate biomarkers for individual differences in cognition in HIV.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>34314416</pmid><doi>10.1371/journal.pone.0243670</doi><tpages>e0243670</tpages><orcidid>https://orcid.org/0000-0002-9144-092X</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aged Alzheimer's disease Amplitudes Antiretroviral agents Auditory evoked potentials Auditory pathways Biology and Life Sciences Biomarkers Brain - diagnostic imaging Brain - physiopathology CD4 antigen Cognition Cognition - physiology Cognitive ability Cognitive tasks Complications and side effects EEG Electroencephalography Evaluation Event-Related Potentials, P300 - physiology Globus pallidus Health aspects HIV HIV infection HIV Infections - diagnostic imaging HIV Infections - physiopathology Human immunodeficiency virus Humans Infections Localization Magnetic resonance imaging Magnetic Resonance Imaging - methods Male Medical imaging Medicine Medicine and Health Sciences Men Metabolism Middle Aged Multimodal Imaging - methods Neuroimaging Neuroimaging - methods Neurology Neuropsychological Tests Neurosurgery Psychological aspects Research and Analysis Methods Social Sciences Substrates Thalamus Women |
title | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
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