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Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men
OBJECTIVE: This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection. METHODS: Seventy-six HIV+ men on antiretroviral treatment completed an auditory oddball task and an inhibitory control (Simon) task whi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8315526/ https://www.ncbi.nlm.nih.gov/pubmed/34314416 http://dx.doi.org/10.1371/journal.pone.0243670 |
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author | Fernandez Cruz, Ana Lucia Chen, Chien-Ming Sanford, Ryan Collins, D. Louis Brouillette, Marie-Josée Mayo, Nancy E. Fellows, Lesley K. |
author_facet | Fernandez Cruz, Ana Lucia Chen, Chien-Ming Sanford, Ryan Collins, D. Louis Brouillette, Marie-Josée Mayo, Nancy E. Fellows, Lesley K. |
author_sort | Fernandez Cruz, Ana Lucia |
collection | PubMed |
description | OBJECTIVE: This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection. METHODS: 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). RESULTS: 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. INTERPRETATION: 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. |
format | Online Article Text |
id | pubmed-8315526 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-83155262021-07-31 Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men Fernandez Cruz, Ana Lucia Chen, Chien-Ming Sanford, Ryan Collins, D. Louis Brouillette, Marie-Josée Mayo, Nancy E. Fellows, Lesley K. PLoS One Research Article OBJECTIVE: This study used converging methods to examine the neural substrates of cognitive ability in middle-aged and older men with well-controlled HIV infection. METHODS: 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). RESULTS: 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. INTERPRETATION: 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. Public Library of Science 2021-07-27 /pmc/articles/PMC8315526/ /pubmed/34314416 http://dx.doi.org/10.1371/journal.pone.0243670 Text en © 2021 Fernandez Cruz et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Fernandez Cruz, Ana Lucia Chen, Chien-Ming Sanford, Ryan Collins, D. Louis Brouillette, Marie-Josée Mayo, Nancy E. Fellows, Lesley K. Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title_full | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title_fullStr | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title_full_unstemmed | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title_short | Multimodal neuroimaging markers of variation in cognitive ability in older HIV+ men |
title_sort | multimodal neuroimaging markers of variation in cognitive ability in older hiv+ men |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8315526/ https://www.ncbi.nlm.nih.gov/pubmed/34314416 http://dx.doi.org/10.1371/journal.pone.0243670 |
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