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Human immune deficiency virus‐related structural alterations in the brain are dependent on age
Currently, it is still unknown whether human immune deficiency virus (HIV)‐related structural alterations in the brain are dependent on age. With people living with HIV at different ages, we aim to investigate age‐specific structural alterations in HIV patients. Eighty‐three male HIV patients and ei...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193536/ https://www.ncbi.nlm.nih.gov/pubmed/33755269 http://dx.doi.org/10.1002/hbm.25423 |
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author | Zhao, Jing Ma, Zhe Chen, Feng Li, Li Ren, Meiji Li, Aixin Jing, Bin Li, Hongjun |
author_facet | Zhao, Jing Ma, Zhe Chen, Feng Li, Li Ren, Meiji Li, Aixin Jing, Bin Li, Hongjun |
author_sort | Zhao, Jing |
collection | PubMed |
description | Currently, it is still unknown whether human immune deficiency virus (HIV)‐related structural alterations in the brain are dependent on age. With people living with HIV at different ages, we aim to investigate age‐specific structural alterations in HIV patients. Eighty‐three male HIV patients and eighty‐three age‐matched male controls were enrolled, and high‐resolution T1 weighted images were collected and analyzed with four morphological metrics. Then, statistical analyses were respectively conducted to ascertain HIV effects, age effects, and medication effects in brain structure of HIV patients, and the relationship with neuropsychological evaluations were further explored. Finally, discriminative performances of these structural abnormalities were quantitatively testified with three machine learning models. Compared with healthy controls, HIV patients displayed lower gray matter volumes (GMV), lower gyrification index, deeper sulcus depth, and larger cortical thickness (CTH). Age‐specific differences were found in GMV and CTH: young‐aged HIV patients displayed more obvious morphological alterations than middle‐aged HIV patients when comparing corresponding age‐matched healthy controls. Furthermore, age‐specific long‐term medication effect of combination antiretroviral therapy were also presented. Additionally, several subcortical structural changes were negatively associated with language, attention and motor functions. Finally, three machine learning models demonstrated young‐aged HIV patients were easier to be recognized than middle‐aged HIV patients. Our study indicated young‐aged HIV patients were more vulnerable to HIV infection in brain structure than middle‐aged patients, and future studies should not ignore the age effect in studying the HIV‐related abnormalities. |
format | Online Article Text |
id | pubmed-8193536 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81935362021-06-15 Human immune deficiency virus‐related structural alterations in the brain are dependent on age Zhao, Jing Ma, Zhe Chen, Feng Li, Li Ren, Meiji Li, Aixin Jing, Bin Li, Hongjun Hum Brain Mapp Research Articles Currently, it is still unknown whether human immune deficiency virus (HIV)‐related structural alterations in the brain are dependent on age. With people living with HIV at different ages, we aim to investigate age‐specific structural alterations in HIV patients. Eighty‐three male HIV patients and eighty‐three age‐matched male controls were enrolled, and high‐resolution T1 weighted images were collected and analyzed with four morphological metrics. Then, statistical analyses were respectively conducted to ascertain HIV effects, age effects, and medication effects in brain structure of HIV patients, and the relationship with neuropsychological evaluations were further explored. Finally, discriminative performances of these structural abnormalities were quantitatively testified with three machine learning models. Compared with healthy controls, HIV patients displayed lower gray matter volumes (GMV), lower gyrification index, deeper sulcus depth, and larger cortical thickness (CTH). Age‐specific differences were found in GMV and CTH: young‐aged HIV patients displayed more obvious morphological alterations than middle‐aged HIV patients when comparing corresponding age‐matched healthy controls. Furthermore, age‐specific long‐term medication effect of combination antiretroviral therapy were also presented. Additionally, several subcortical structural changes were negatively associated with language, attention and motor functions. Finally, three machine learning models demonstrated young‐aged HIV patients were easier to be recognized than middle‐aged HIV patients. Our study indicated young‐aged HIV patients were more vulnerable to HIV infection in brain structure than middle‐aged patients, and future studies should not ignore the age effect in studying the HIV‐related abnormalities. John Wiley & Sons, Inc. 2021-03-23 /pmc/articles/PMC8193536/ /pubmed/33755269 http://dx.doi.org/10.1002/hbm.25423 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Zhao, Jing Ma, Zhe Chen, Feng Li, Li Ren, Meiji Li, Aixin Jing, Bin Li, Hongjun Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title | Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title_full | Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title_fullStr | Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title_full_unstemmed | Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title_short | Human immune deficiency virus‐related structural alterations in the brain are dependent on age |
title_sort | human immune deficiency virus‐related structural alterations in the brain are dependent on age |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8193536/ https://www.ncbi.nlm.nih.gov/pubmed/33755269 http://dx.doi.org/10.1002/hbm.25423 |
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