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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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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