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Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field
OBJECTIVE: 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 alte...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3769352/ https://www.ncbi.nlm.nih.gov/pubmed/24039777 http://dx.doi.org/10.1371/journal.pone.0072547 |
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author | Granziera, Cristina Daducci, Alessandro Simioni, Samanta Cavassini, Matthias Roche, Alexis Meskaldji, Djalel Kober, Tobias Metral, Melanie Calmy, Alexandra Helms, Gunther Hirschel, Bernard Lazeyras, François Meuli, Reto Krueger, Gunnar Du Pasquier, Renaud A. |
author_facet | Granziera, Cristina Daducci, Alessandro Simioni, Samanta Cavassini, Matthias Roche, Alexis Meskaldji, Djalel Kober, Tobias Metral, Melanie Calmy, Alexandra Helms, Gunther Hirschel, Bernard Lazeyras, François Meuli, Reto Krueger, Gunnar Du Pasquier, Renaud A. |
author_sort | Granziera, Cristina |
collection | PubMed |
description | OBJECTIVE: 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. METHODS: 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. RESULTS: 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 R(2) = 95.2). The LDA distinguished MND+ and MND− patients with a classification quality of 73% after cross-validation. CONCLUSION: 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. |
format | Online Article Text |
id | pubmed-3769352 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-37693522013-09-13 Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field Granziera, Cristina Daducci, Alessandro Simioni, Samanta Cavassini, Matthias Roche, Alexis Meskaldji, Djalel Kober, Tobias Metral, Melanie Calmy, Alexandra Helms, Gunther Hirschel, Bernard Lazeyras, François Meuli, Reto Krueger, Gunnar Du Pasquier, Renaud A. PLoS One Research Article OBJECTIVE: 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. METHODS: 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. RESULTS: 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 R(2) = 95.2). The LDA distinguished MND+ and MND− patients with a classification quality of 73% after cross-validation. CONCLUSION: 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. Public Library of Science 2013-09-10 /pmc/articles/PMC3769352/ /pubmed/24039777 http://dx.doi.org/10.1371/journal.pone.0072547 Text en © 2013 Granziera et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Granziera, Cristina Daducci, Alessandro Simioni, Samanta Cavassini, Matthias Roche, Alexis Meskaldji, Djalel Kober, Tobias Metral, Melanie Calmy, Alexandra Helms, Gunther Hirschel, Bernard Lazeyras, François Meuli, Reto Krueger, Gunnar Du Pasquier, Renaud A. Micro-Structural Brain Alterations in Aviremic HIV+ Patients with Minor Neurocognitive Disorders: A Multi-Contrast Study at High Field |
title | 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_short | 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 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3769352/ https://www.ncbi.nlm.nih.gov/pubmed/24039777 http://dx.doi.org/10.1371/journal.pone.0072547 |
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