Triple network brain dynamics in chronic HIV disease associated with cognitive deficits

People with HIV (PWH) continue to experience elevated rates of neurocognitive impairment despite sustained viral suppression on combination antiretroviral therapy. While static resting-state functional connectivity studies have identified alterations in large-scale neural networks in PWH, less is known about how these networks dynamically fluctuate over time. This study utilized a hidden semi-Markov model (HSMM) approach to examine dynamic functional connectivity among the default mode network (DMN), executive control network (ECN), and salience network (SN) during resting-state functional magnetic resonance imaging in 125 PWH and 67 people without HIV (PWoH). Six distinct brain states were estimated, and occupancy time, dwell time, and transition probabilities were compared between PWH and PWoH. Group comparisons revealed that PWH spent significantly less total time in State 1, a highly activated network state characterized by strong ECN involvement and broad integration across the three networks relative to PWoH. No group differences were observed in dwell time or transition probabilities across states. Exploratory analyses indicated that occupancy time in State 1 was negatively associated with global cognition, and specifically in the domains of executive functioning and motor performance among PWH. Findings suggest that PWH demonstrate altered large-scale network dynamics characterized by reduced engagement of an integrated state and that alterations may be relevant to neurocognitive functioning. These results provide novel evidence that dynamic connectivity metrics may represent a sensitive neural marker of cognitive vulnerability in chronic HIV infection and highlight the utility of HSMM approaches in neuroHIV research.

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Publication Details

Journal
Aperture Neuro
Published
2026-10-06
DOI
https://doi.org/10.52294/001c.171294
Primary Topic
Functional Brain Connectivity Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Triple network brain dynamics in chronic HIV disease associated with cognitive deficits

Sheri L. Towe, Heather M. Shappell, Indonesia A. Jordan, Mohammadreza Khodaei et al.
Aperture Neuro
Functional Brain Connectivity Studies
article

Triple network brain dynamics in chronic HIV disease associated with cognitive deficits

Sheri L. Towe, Heather M. Shappell, Indonesia A. Jordan, Mohammadreza Khodaei, Paul J. Laurienti, Robert G. Lyday, Christina S. Meade
article en

Abstract

People with HIV (PWH) continue to experience elevated rates of neurocognitive impairment despite sustained viral suppression on combination antiretroviral therapy. While static resting-state functional connectivity studies have identified alterations in large-scale neural networks in PWH, less is known about how these networks dynamically fluctuate over time. This study utilized a hidden semi-Markov model (HSMM) approach to examine dynamic functional connectivity among the default mode network (DMN), executive control network (ECN), and salience network (SN) during resting-state functional magnetic resonance imaging in 125 PWH and 67 people without HIV (PWoH). Six distinct brain states were estimated, and occupancy time, dwell time, and transition probabilities were compared between PWH and PWoH. Group comparisons revealed that PWH spent significantly less total time in State 1, a highly activated network state characterized by strong ECN involvement and broad integration across the three networks relative to PWoH. No group differences were observed in dwell time or transition probabilities across states. Exploratory analyses indicated that occupancy time in State 1 was negatively associated with global cognition, and specifically in the domains of executive functioning and motor performance among PWH. Findings suggest that PWH demonstrate altered large-scale network dynamics characterized by reduced engagement of an integrated state and that alterations may be relevant to neurocognitive functioning. These results provide novel evidence that dynamic connectivity metrics may represent a sensitive neural marker of cognitive vulnerability in chronic HIV infection and highlight the utility of HSMM approaches in neuroHIV research.

Aperture NeuroVol. 6
Wake Forest University Health Sciences (US), Wake Forest University (US)
Openalex Percentile: Top 12%
Functional Brain Connectivity Studies
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