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Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment
BACKGROUND: Down syndrome (DS) is considered the most frequent cause of early-onset Alzheimer’s disease (AD), and the typical pathophysiological signs are present in almost all individuals with DS by the age of 40. Despite of this evidence, the investigation on the pre-dementia stages in DS is scarc...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631477/ https://www.ncbi.nlm.nih.gov/pubmed/36337705 http://dx.doi.org/10.3389/fnagi.2022.988540 |
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author | Fernández, Alberto Ramírez-Toraño, Federico Bruña, Ricardo Zuluaga, Pilar Esteba-Castillo, Susanna Abásolo, Daniel Moldenhauer, Fernando Shumbayawonda, Elizabeth Maestú, Fernando García-Alba, Javier |
author_facet | Fernández, Alberto Ramírez-Toraño, Federico Bruña, Ricardo Zuluaga, Pilar Esteba-Castillo, Susanna Abásolo, Daniel Moldenhauer, Fernando Shumbayawonda, Elizabeth Maestú, Fernando García-Alba, Javier |
author_sort | Fernández, Alberto |
collection | PubMed |
description | BACKGROUND: Down syndrome (DS) is considered the most frequent cause of early-onset Alzheimer’s disease (AD), and the typical pathophysiological signs are present in almost all individuals with DS by the age of 40. Despite of this evidence, the investigation on the pre-dementia stages in DS is scarce. In the present study we analyzed the complexity of brain oscillatory patterns and neuropsychological performance for the characterization of mild cognitive impairment (MCI) in DS. MATERIALS AND METHODS: Lempel-Ziv complexity (LZC) values from resting-state magnetoencephalography recordings and the neuropsychological performance in 28 patients with DS [control DS group (CN-DS) (n = 14), MCI group (MCI-DS) (n = 14)] and 14 individuals with typical neurodevelopment (CN-no-DS) were analyzed. RESULTS: Lempel-Ziv complexity was lowest in the frontal region within the MCI-DS group, while the CN-DS group showed reduced values in parietal areas when compared with the CN-no-DS group. Also, the CN-no-DS group exhibited the expected pattern of significant increase of LZC as a function of age, while MCI-DS cases showed a decrease. The combination of reduced LZC values and a divergent trajectory of complexity evolution with age, allowed the discrimination of CN-DS vs. MCI-DS patients with a 92.9% of sensitivity and 85.7% of specificity. Finally, a pattern of mnestic and praxic impairment was significantly associated in MCI-DS cases with the significant reduction of LZC values in frontal and parietal regions (p = 0.01). CONCLUSION: Brain signal complexity measured with LZC is reduced in DS and its development with age is also disrupted. The combination of both features might assist in the detection of MCI within this population. |
format | Online Article Text |
id | pubmed-9631477 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96314772022-11-04 Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment Fernández, Alberto Ramírez-Toraño, Federico Bruña, Ricardo Zuluaga, Pilar Esteba-Castillo, Susanna Abásolo, Daniel Moldenhauer, Fernando Shumbayawonda, Elizabeth Maestú, Fernando García-Alba, Javier Front Aging Neurosci Neuroscience BACKGROUND: Down syndrome (DS) is considered the most frequent cause of early-onset Alzheimer’s disease (AD), and the typical pathophysiological signs are present in almost all individuals with DS by the age of 40. Despite of this evidence, the investigation on the pre-dementia stages in DS is scarce. In the present study we analyzed the complexity of brain oscillatory patterns and neuropsychological performance for the characterization of mild cognitive impairment (MCI) in DS. MATERIALS AND METHODS: Lempel-Ziv complexity (LZC) values from resting-state magnetoencephalography recordings and the neuropsychological performance in 28 patients with DS [control DS group (CN-DS) (n = 14), MCI group (MCI-DS) (n = 14)] and 14 individuals with typical neurodevelopment (CN-no-DS) were analyzed. RESULTS: Lempel-Ziv complexity was lowest in the frontal region within the MCI-DS group, while the CN-DS group showed reduced values in parietal areas when compared with the CN-no-DS group. Also, the CN-no-DS group exhibited the expected pattern of significant increase of LZC as a function of age, while MCI-DS cases showed a decrease. The combination of reduced LZC values and a divergent trajectory of complexity evolution with age, allowed the discrimination of CN-DS vs. MCI-DS patients with a 92.9% of sensitivity and 85.7% of specificity. Finally, a pattern of mnestic and praxic impairment was significantly associated in MCI-DS cases with the significant reduction of LZC values in frontal and parietal regions (p = 0.01). CONCLUSION: Brain signal complexity measured with LZC is reduced in DS and its development with age is also disrupted. The combination of both features might assist in the detection of MCI within this population. Frontiers Media S.A. 2022-10-20 /pmc/articles/PMC9631477/ /pubmed/36337705 http://dx.doi.org/10.3389/fnagi.2022.988540 Text en Copyright © 2022 Fernández, Ramírez-Toraño, Bruña, Zuluaga, Esteba-Castillo, Abásolo, Moldenhauer, Shumbayawonda, Maestú and García-Alba. 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 Fernández, Alberto Ramírez-Toraño, Federico Bruña, Ricardo Zuluaga, Pilar Esteba-Castillo, Susanna Abásolo, Daniel Moldenhauer, Fernando Shumbayawonda, Elizabeth Maestú, Fernando García-Alba, Javier Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title | Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title_full | Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title_fullStr | Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title_full_unstemmed | Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title_short | Brain signal complexity in adults with Down syndrome: Potential application in the detection of mild cognitive impairment |
title_sort | brain signal complexity in adults with down syndrome: potential application in the detection of mild cognitive impairment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9631477/ https://www.ncbi.nlm.nih.gov/pubmed/36337705 http://dx.doi.org/10.3389/fnagi.2022.988540 |
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