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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...

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Autores principales: Fernandez Cruz, Ana Lucia, Chen, Chien-Ming, Sanford, Ryan, Collins, D. Louis, Brouillette, Marie-Josée, Mayo, Nancy E., Fellows, Lesley K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
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.
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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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