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Resting state connectivity in people living with HIV before and after stopping heavy drinking
BACKGROUND: Heavy alcohol use in people living with HIV (PLWH) has widespread negative effects on neural functioning. It remains unclear whether experimentally-induced reduction in alcohol use could reverse these effects. We sought to determine the effects of 30-days drinking cessation/reduction on...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230054/ https://www.ncbi.nlm.nih.gov/pubmed/37265553 http://dx.doi.org/10.3389/fpsyt.2023.1102368 |
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author | Gullett, Joseph M. DeFelice, Jason Richards, Veronica L. Porges, Eric C. Cohen, Ronald A. Govind, Varan Salan, Teddy Wang, Yan Zhou, Zhi Cook, Robert L. |
author_facet | Gullett, Joseph M. DeFelice, Jason Richards, Veronica L. Porges, Eric C. Cohen, Ronald A. Govind, Varan Salan, Teddy Wang, Yan Zhou, Zhi Cook, Robert L. |
author_sort | Gullett, Joseph M. |
collection | PubMed |
description | BACKGROUND: Heavy alcohol use in people living with HIV (PLWH) has widespread negative effects on neural functioning. It remains unclear whether experimentally-induced reduction in alcohol use could reverse these effects. We sought to determine the effects of 30-days drinking cessation/reduction on resting state functional connectivity in people with and without HIV. METHODS: Thirty-five participants (48.6% PLWH) demonstrating heavy alcohol use attempted to stop drinking for 30 days via contingency management (CM). MRI was acquired at baseline and after thirty days, and functional connectivity across five resting-state fMRI (rsfMRI) networks was calculated with the Conn toolbox for Matlab and examined in relation to transdermal alcohol concentration (TAC) recorded by the ankle-worn secure continuous remote alcohol monitor (SCRAM) and self-reported alcohol use (timeline follow-back; TLFB). Associations between alcohol use and reduction, HIV status, functional connectivity, and change in functional connectivity across five major rsfMRI networks were determined relative to the pre- and post-CM timepoints. RESULTS: Baseline resting-state functional connectivity was not significantly associated with average TAC-AUC during the pre-CM period, though higher self-reported alcohol use over the preceding 30 days was significantly associated with higher baseline connectivity within the Dorsal Attention Network (DAN; p-FDR < 0.05). Baseline connectivity within the Salience network was significantly negatively related to objective drinking reduction after intervention (DAN; p-FDR < 0.05), whereas baseline connectivity within the Limbic network was positively associated with self-reported drinking reduction (p-FDR < 0.05). Change in between-networks functional connectivity after intervention was significantly positively associated with biosensor-confirmed drinking reduction such that higher reduction was associated with stronger connectivity between the limbic and fronto-parietal control networks (p-FDR < 0.05). PLWH with lower DAN connectivity at baseline demonstrated poorer alcohol reduction than those with higher DAN connectivity at baseline. DISCUSSION: Lower resting-state functional connectivity of the Salience network significantly predicted stronger drinking reduction across all participants, suggesting a potential biomarker for reduced susceptibility to the environmental and social cues that often make alcohol use reduction attempts unsuccessful. Increased between-networks connectivity was observed in participants with higher alcohol reduction after CM, suggesting a positive benefit to brain connectivity associated with reduced drinking. PLWH with lower baseline DAN connectivity may not benefit as greatly from CM for alcohol reduction. |
format | Online Article Text |
id | pubmed-10230054 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102300542023-06-01 Resting state connectivity in people living with HIV before and after stopping heavy drinking Gullett, Joseph M. DeFelice, Jason Richards, Veronica L. Porges, Eric C. Cohen, Ronald A. Govind, Varan Salan, Teddy Wang, Yan Zhou, Zhi Cook, Robert L. Front Psychiatry Psychiatry BACKGROUND: Heavy alcohol use in people living with HIV (PLWH) has widespread negative effects on neural functioning. It remains unclear whether experimentally-induced reduction in alcohol use could reverse these effects. We sought to determine the effects of 30-days drinking cessation/reduction on resting state functional connectivity in people with and without HIV. METHODS: Thirty-five participants (48.6% PLWH) demonstrating heavy alcohol use attempted to stop drinking for 30 days via contingency management (CM). MRI was acquired at baseline and after thirty days, and functional connectivity across five resting-state fMRI (rsfMRI) networks was calculated with the Conn toolbox for Matlab and examined in relation to transdermal alcohol concentration (TAC) recorded by the ankle-worn secure continuous remote alcohol monitor (SCRAM) and self-reported alcohol use (timeline follow-back; TLFB). Associations between alcohol use and reduction, HIV status, functional connectivity, and change in functional connectivity across five major rsfMRI networks were determined relative to the pre- and post-CM timepoints. RESULTS: Baseline resting-state functional connectivity was not significantly associated with average TAC-AUC during the pre-CM period, though higher self-reported alcohol use over the preceding 30 days was significantly associated with higher baseline connectivity within the Dorsal Attention Network (DAN; p-FDR < 0.05). Baseline connectivity within the Salience network was significantly negatively related to objective drinking reduction after intervention (DAN; p-FDR < 0.05), whereas baseline connectivity within the Limbic network was positively associated with self-reported drinking reduction (p-FDR < 0.05). Change in between-networks functional connectivity after intervention was significantly positively associated with biosensor-confirmed drinking reduction such that higher reduction was associated with stronger connectivity between the limbic and fronto-parietal control networks (p-FDR < 0.05). PLWH with lower DAN connectivity at baseline demonstrated poorer alcohol reduction than those with higher DAN connectivity at baseline. DISCUSSION: Lower resting-state functional connectivity of the Salience network significantly predicted stronger drinking reduction across all participants, suggesting a potential biomarker for reduced susceptibility to the environmental and social cues that often make alcohol use reduction attempts unsuccessful. Increased between-networks connectivity was observed in participants with higher alcohol reduction after CM, suggesting a positive benefit to brain connectivity associated with reduced drinking. PLWH with lower baseline DAN connectivity may not benefit as greatly from CM for alcohol reduction. Frontiers Media S.A. 2023-05-17 /pmc/articles/PMC10230054/ /pubmed/37265553 http://dx.doi.org/10.3389/fpsyt.2023.1102368 Text en Copyright © 2023 Gullett, DeFelice, Richards, Porges, Cohen, Govind, Salan, Wang, Zhou and Cook. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychiatry Gullett, Joseph M. DeFelice, Jason Richards, Veronica L. Porges, Eric C. Cohen, Ronald A. Govind, Varan Salan, Teddy Wang, Yan Zhou, Zhi Cook, Robert L. Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title | Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title_full | Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title_fullStr | Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title_full_unstemmed | Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title_short | Resting state connectivity in people living with HIV before and after stopping heavy drinking |
title_sort | resting state connectivity in people living with hiv before and after stopping heavy drinking |
topic | Psychiatry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10230054/ https://www.ncbi.nlm.nih.gov/pubmed/37265553 http://dx.doi.org/10.3389/fpsyt.2023.1102368 |
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