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Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool
PURPOSE: This study aimed to determine if people living with HIV (PLWH) in preclinical human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND), with no clinical symptoms and without decreased daily functioning, suffer from brain volumetric alterations and its patterns. METHOD: F...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385127/ https://www.ncbi.nlm.nih.gov/pubmed/34456678 http://dx.doi.org/10.3389/fnins.2021.713760 |
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author | Li, Ruili Qi, Yu Shi, Lin Wang, Wei Zhang, Aidong Luo, Yishan Kung, Wing Kit Jiao, Zengxin Liu, Guangxue Li, Hongjun Zhang, Longjiang |
author_facet | Li, Ruili Qi, Yu Shi, Lin Wang, Wei Zhang, Aidong Luo, Yishan Kung, Wing Kit Jiao, Zengxin Liu, Guangxue Li, Hongjun Zhang, Longjiang |
author_sort | Li, Ruili |
collection | PubMed |
description | PURPOSE: This study aimed to determine if people living with HIV (PLWH) in preclinical human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND), with no clinical symptoms and without decreased daily functioning, suffer from brain volumetric alterations and its patterns. METHOD: Fifty-nine male PLWH at the HAND preclinical stage were evaluated, including 19 subjects with asymptomatic neurocognitive impairment (ANI), 17 subjects with cognitive abnormality that does not reach ANI (Not reach ANI), and 23 subjects with cognitive integrity. Moreover, 23 healthy volunteers were set as the seronegative normal controls (NCs). These individuals underwent sagittal three-dimensional T(1)-weighted imaging (3D T(1)WI). Quantified data and volumetric measures of brain structures were automatically segmented and extracted using AccuBrain(®). In addition, the multiple linear regression analysis was performed to analyze the relationship of volumes of brain structures and clinical variables in preclinical HAND, and the correlations of the brain volume parameters with different cognitive function states were assessed by Pearson’s correlation analysis. RESULTS: The significant difference was shown in the relative volumes of the ventricular system, bilateral lateral ventricle, thalamus, caudate, and left parietal lobe gray matter between the preclinical HAND and NCs. Furthermore, the relative volumes of the bilateral thalamus in preclinical HAND were negatively correlated with attention/working memory (left: r = −0.271, p = 0.042; right: r = −0.273, p = 0.040). Higher age was associated with increased relative volumes of the bilateral lateral ventricle and ventricular system and reduced relative volumes of the left thalamus and parietal lobe gray matter. The lower CD4(+)/CD8(+) ratio was associated with increased relative volumes of the left lateral ventricle and ventricular system. Longer disease course was associated with increased relative volumes of the bilateral thalamus. No significant difference was found among preclinical HAND subgroups in all indices, and the difference between the individual groups (Not reach ANI and Cognitive integrity groups) and NCs was also insignificant. However, there was a significant difference between ANI and NCs in the relative volumes of the bilateral caudate and lateral ventricle. CONCLUSION: Male PLWH at the HAND preclinical stage suffer from brain volumetric alterations. AccuBrain(®) provides potential value in evaluating HIV-related neurocognitive dysfunction. |
format | Online Article Text |
id | pubmed-8385127 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-83851272021-08-26 Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool Li, Ruili Qi, Yu Shi, Lin Wang, Wei Zhang, Aidong Luo, Yishan Kung, Wing Kit Jiao, Zengxin Liu, Guangxue Li, Hongjun Zhang, Longjiang Front Neurosci Neuroscience PURPOSE: This study aimed to determine if people living with HIV (PLWH) in preclinical human immunodeficiency virus (HIV)-associated neurocognitive disorder (HAND), with no clinical symptoms and without decreased daily functioning, suffer from brain volumetric alterations and its patterns. METHOD: Fifty-nine male PLWH at the HAND preclinical stage were evaluated, including 19 subjects with asymptomatic neurocognitive impairment (ANI), 17 subjects with cognitive abnormality that does not reach ANI (Not reach ANI), and 23 subjects with cognitive integrity. Moreover, 23 healthy volunteers were set as the seronegative normal controls (NCs). These individuals underwent sagittal three-dimensional T(1)-weighted imaging (3D T(1)WI). Quantified data and volumetric measures of brain structures were automatically segmented and extracted using AccuBrain(®). In addition, the multiple linear regression analysis was performed to analyze the relationship of volumes of brain structures and clinical variables in preclinical HAND, and the correlations of the brain volume parameters with different cognitive function states were assessed by Pearson’s correlation analysis. RESULTS: The significant difference was shown in the relative volumes of the ventricular system, bilateral lateral ventricle, thalamus, caudate, and left parietal lobe gray matter between the preclinical HAND and NCs. Furthermore, the relative volumes of the bilateral thalamus in preclinical HAND were negatively correlated with attention/working memory (left: r = −0.271, p = 0.042; right: r = −0.273, p = 0.040). Higher age was associated with increased relative volumes of the bilateral lateral ventricle and ventricular system and reduced relative volumes of the left thalamus and parietal lobe gray matter. The lower CD4(+)/CD8(+) ratio was associated with increased relative volumes of the left lateral ventricle and ventricular system. Longer disease course was associated with increased relative volumes of the bilateral thalamus. No significant difference was found among preclinical HAND subgroups in all indices, and the difference between the individual groups (Not reach ANI and Cognitive integrity groups) and NCs was also insignificant. However, there was a significant difference between ANI and NCs in the relative volumes of the bilateral caudate and lateral ventricle. CONCLUSION: Male PLWH at the HAND preclinical stage suffer from brain volumetric alterations. AccuBrain(®) provides potential value in evaluating HIV-related neurocognitive dysfunction. Frontiers Media S.A. 2021-08-11 /pmc/articles/PMC8385127/ /pubmed/34456678 http://dx.doi.org/10.3389/fnins.2021.713760 Text en Copyright © 2021 Li, Qi, Shi, Wang, Zhang, Luo, Kung, Jiao, Liu, Li and Zhang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neuroscience Li, Ruili Qi, Yu Shi, Lin Wang, Wei Zhang, Aidong Luo, Yishan Kung, Wing Kit Jiao, Zengxin Liu, Guangxue Li, Hongjun Zhang, Longjiang Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title | Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title_full | Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title_fullStr | Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title_full_unstemmed | Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title_short | Brain Volumetric Alterations in Preclinical HIV-Associated Neurocognitive Disorder Using Automatic Brain Quantification and Segmentation Tool |
title_sort | brain volumetric alterations in preclinical hiv-associated neurocognitive disorder using automatic brain quantification and segmentation tool |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8385127/ https://www.ncbi.nlm.nih.gov/pubmed/34456678 http://dx.doi.org/10.3389/fnins.2021.713760 |
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