z-logo
open-access-imgOpen Access
HIV increases sleep-based brain age despite antiretroviral therapy
Author(s) -
Michael J. Leone,
Haoqi Sun,
Christine L. Boutros,
Lin Liu,
Elissa Ye,
Lee Sullivan,
Robert J. Thomas,
Gregory K. Robbins,
Shibani S. Mukerji,
M. Brandon Westover
Publication year - 2021
Publication title -
sleep
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.222
H-Index - 207
eISSN - 1550-9109
pISSN - 0161-8105
DOI - 10.1093/sleep/zsab058
Subject(s) - antiretroviral therapy , medicine , sleep (system call) , human immunodeficiency virus (hiv) , psychiatry , pediatrics , psychology , viral load , virology , computer science , operating system
Study Objectives Age-related comorbidities and immune activation raise concern for advanced brain aging in people living with HIV (PLWH). The brain age index (BAI) is a machine learning model that quantifies deviations in brain activity during sleep relative to healthy individuals of the same age. High BAI was previously found to be associated with neurological, psychiatric, cardiometabolic diseases, and reduced life expectancy among people without HIV. Here, we estimated the effect of HIV infection on BAI by comparing PLWH and HIV− controls. Methods Clinical data and sleep EEGs from 43 PLWH on antiretroviral therapy (HIV+) and 3,155 controls (HIV−) were collected from Massachusetts General Hospital. The effect of HIV infection on BAI, and on individual EEG features, was estimated using causal inference. Results The average effect of HIV on BAI was estimated to be +3.35 years (p < 0.01, 95% CI = [0.67, 5.92]) using doubly robust estimation. Compared to HIV− controls, HIV+ participants exhibited a reduction in delta band power during deep sleep and rapid eye movement sleep. Conclusion We provide causal evidence that HIV contributes to advanced brain aging reflected in sleep EEG. A better understanding is greatly needed of potential therapeutic targets to mitigate the effect of HIV on brain health, potentially including sleep disorders and cardiovascular disease

The content you want is available to Zendy users.

Already have an account? Click here to sign in.
Having issues? You can contact us here
Accelerating Research

Address

John Eccles House
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom