Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.

Mild neurocognitive disorders (MND) affect a subset of HIV+ patients under effective combination antiretroviral therapy (cART). In this study, we used an innovative multi-contrast magnetic resonance imaging (MRI) approach at high-field to assess the presence of micro-structural brain alterations in...

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Main Authors: Cristina Granziera, Alessandro Daducci, Samanta Simioni, Matthias Cavassini, Alexis Roche, Djalel Meskaldji, Tobias Kober, Melanie Metral, Alexandra Calmy, Gunther Helms, Bernard Hirschel, François Lazeyras, Reto Meuli, Gunnar Krueger, Renaud A Du Pasquier
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3769352?pdf=render
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spelling doaj-54e8744a3b1f4adaa8dcbddf35ec335f2020-11-24T22:00:30ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0189e7254710.1371/journal.pone.0072547Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.Cristina GranzieraAlessandro DaducciSamanta SimioniMatthias CavassiniAlexis RocheDjalel MeskaldjiTobias KoberMelanie MetralAlexandra CalmyGunther HelmsBernard HirschelFrançois LazeyrasReto MeuliGunnar KruegerRenaud A Du PasquierMild neurocognitive disorders (MND) affect a subset of HIV+ patients under effective combination antiretroviral therapy (cART). In this study, we used an innovative multi-contrast magnetic resonance imaging (MRI) approach at high-field to assess the presence of micro-structural brain alterations in MND+ patients.We enrolled 17 MND+ and 19 MND- patients with undetectable HIV-1 RNA and 19 healthy controls (HC). MRI acquisitions at 3T included: MP2RAGE for T1 relaxation times, Magnetization Transfer (MT), T2* and Susceptibility Weighted Imaging (SWI) to probe micro-structural integrity and iron deposition in the brain. Statistical analysis used permutation-based tests and correction for family-wise error rate. Multiple regression analysis was performed between MRI data and (i) neuropsychological results (ii) HIV infection characteristics. A linear discriminant analysis (LDA) based on MRI data was performed between MND+ and MND- patients and cross-validated with a leave-one-out test.Our data revealed loss of structural integrity and micro-oedema in MND+ compared to HC in the global white and cortical gray matter, as well as in the thalamus and basal ganglia. Multiple regression analysis showed a significant influence of sub-cortical nuclei alterations on the executive index of MND+ patients (p = 0.04 he and R² = 95.2). The LDA distinguished MND+ and MND- patients with a classification quality of 73% after cross-validation.Our study shows micro-structural brain tissue alterations in MND+ patients under effective therapy and suggests that multi-contrast MRI at high field is a powerful approach to discriminate between HIV+ patients on cART with and without mild neurocognitive deficits.http://europepmc.org/articles/PMC3769352?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Cristina Granziera
Alessandro Daducci
Samanta Simioni
Matthias Cavassini
Alexis Roche
Djalel Meskaldji
Tobias Kober
Melanie Metral
Alexandra Calmy
Gunther Helms
Bernard Hirschel
François Lazeyras
Reto Meuli
Gunnar Krueger
Renaud A Du Pasquier
spellingShingle Cristina Granziera
Alessandro Daducci
Samanta Simioni
Matthias Cavassini
Alexis Roche
Djalel Meskaldji
Tobias Kober
Melanie Metral
Alexandra Calmy
Gunther Helms
Bernard Hirschel
François Lazeyras
Reto Meuli
Gunnar Krueger
Renaud A Du Pasquier
Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
PLoS ONE
author_facet Cristina Granziera
Alessandro Daducci
Samanta Simioni
Matthias Cavassini
Alexis Roche
Djalel Meskaldji
Tobias Kober
Melanie Metral
Alexandra Calmy
Gunther Helms
Bernard Hirschel
François Lazeyras
Reto Meuli
Gunnar Krueger
Renaud A Du Pasquier
author_sort Cristina Granziera
title Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
title_short Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
title_full Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
title_fullStr Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
title_full_unstemmed Micro-structural brain alterations in aviremic HIV+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
title_sort micro-structural brain alterations in aviremic hiv+ patients with minor neurocognitive disorders: a multi-contrast study at high field.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description Mild neurocognitive disorders (MND) affect a subset of HIV+ patients under effective combination antiretroviral therapy (cART). In this study, we used an innovative multi-contrast magnetic resonance imaging (MRI) approach at high-field to assess the presence of micro-structural brain alterations in MND+ patients.We enrolled 17 MND+ and 19 MND- patients with undetectable HIV-1 RNA and 19 healthy controls (HC). MRI acquisitions at 3T included: MP2RAGE for T1 relaxation times, Magnetization Transfer (MT), T2* and Susceptibility Weighted Imaging (SWI) to probe micro-structural integrity and iron deposition in the brain. Statistical analysis used permutation-based tests and correction for family-wise error rate. Multiple regression analysis was performed between MRI data and (i) neuropsychological results (ii) HIV infection characteristics. A linear discriminant analysis (LDA) based on MRI data was performed between MND+ and MND- patients and cross-validated with a leave-one-out test.Our data revealed loss of structural integrity and micro-oedema in MND+ compared to HC in the global white and cortical gray matter, as well as in the thalamus and basal ganglia. Multiple regression analysis showed a significant influence of sub-cortical nuclei alterations on the executive index of MND+ patients (p = 0.04 he and R² = 95.2). The LDA distinguished MND+ and MND- patients with a classification quality of 73% after cross-validation.Our study shows micro-structural brain tissue alterations in MND+ patients under effective therapy and suggests that multi-contrast MRI at high field is a powerful approach to discriminate between HIV+ patients on cART with and without mild neurocognitive deficits.
url http://europepmc.org/articles/PMC3769352?pdf=render
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