Cargando…
Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment
Mild behavioral impairment (MBI), characterized by the late-life onset of sustained and meaningful neuropsychiatric symptoms, is increasingly recognized as a prodromal stage of dementia. However, the underlying neural mechanisms of MBI remain unclear. Here, we examined alterations in the topological...
Autores principales: | , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511486/ https://www.ncbi.nlm.nih.gov/pubmed/34658800 http://dx.doi.org/10.3389/fnana.2021.738100 |
_version_ | 1784582773793619968 |
---|---|
author | Shu, Jun Qiang, Qiang Yan, Yuning Ren, Yiqing Wei, Wenshi Zhang, Li |
author_facet | Shu, Jun Qiang, Qiang Yan, Yuning Ren, Yiqing Wei, Wenshi Zhang, Li |
author_sort | Shu, Jun |
collection | PubMed |
description | Mild behavioral impairment (MBI), characterized by the late-life onset of sustained and meaningful neuropsychiatric symptoms, is increasingly recognized as a prodromal stage of dementia. However, the underlying neural mechanisms of MBI remain unclear. Here, we examined alterations in the topological organization of the structural covariance networks of patients with MBI (N = 32) compared with normal controls (N = 38). We found that the gray matter structural covariance networks of both the patients with MBI and controls exhibited a small-world topology evidenced by sigma value larger than one. The patients with MBI had significantly decreased clustering coefficients at several network densities and local efficiency at densities ranging from 0.05 to 0.26, indicating decreased local segregation. No significant differences in the characteristic path length, gamma value, sigma value, or global efficiency were detected. Locally, the patients with MBI showed significantly decreased nodal betweenness centrality in the left middle frontal gyrus, right inferior frontal gyrus (opercular part), and left Heschl gyrus and increased betweenness centrality in the left gyrus rectus, right insula, bilateral precuneus, and left thalamus. Moreover, the difference in the bilateral precuneus survived after correcting for multiple comparisons. In addition, a different number and distribution of hubs was identified in patients with MBI, showing more paralimbic hubs than observed in the normal controls. In conclusion, we revealed abnormal topological patterns of the structural covariance networks in patients with MBI and offer new insights into the network dysfunctional mechanisms of MBI. |
format | Online Article Text |
id | pubmed-8511486 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85114862021-10-14 Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment Shu, Jun Qiang, Qiang Yan, Yuning Ren, Yiqing Wei, Wenshi Zhang, Li Front Neuroanat Neuroanatomy Mild behavioral impairment (MBI), characterized by the late-life onset of sustained and meaningful neuropsychiatric symptoms, is increasingly recognized as a prodromal stage of dementia. However, the underlying neural mechanisms of MBI remain unclear. Here, we examined alterations in the topological organization of the structural covariance networks of patients with MBI (N = 32) compared with normal controls (N = 38). We found that the gray matter structural covariance networks of both the patients with MBI and controls exhibited a small-world topology evidenced by sigma value larger than one. The patients with MBI had significantly decreased clustering coefficients at several network densities and local efficiency at densities ranging from 0.05 to 0.26, indicating decreased local segregation. No significant differences in the characteristic path length, gamma value, sigma value, or global efficiency were detected. Locally, the patients with MBI showed significantly decreased nodal betweenness centrality in the left middle frontal gyrus, right inferior frontal gyrus (opercular part), and left Heschl gyrus and increased betweenness centrality in the left gyrus rectus, right insula, bilateral precuneus, and left thalamus. Moreover, the difference in the bilateral precuneus survived after correcting for multiple comparisons. In addition, a different number and distribution of hubs was identified in patients with MBI, showing more paralimbic hubs than observed in the normal controls. In conclusion, we revealed abnormal topological patterns of the structural covariance networks in patients with MBI and offer new insights into the network dysfunctional mechanisms of MBI. Frontiers Media S.A. 2021-09-29 /pmc/articles/PMC8511486/ /pubmed/34658800 http://dx.doi.org/10.3389/fnana.2021.738100 Text en Copyright © 2021 Shu, Qiang, Yan, Ren, Wei 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 | Neuroanatomy Shu, Jun Qiang, Qiang Yan, Yuning Ren, Yiqing Wei, Wenshi Zhang, Li Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title | Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title_full | Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title_fullStr | Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title_full_unstemmed | Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title_short | Aberrant Topological Patterns of Structural Covariance Networks in Cognitively Normal Elderly Adults With Mild Behavioral Impairment |
title_sort | aberrant topological patterns of structural covariance networks in cognitively normal elderly adults with mild behavioral impairment |
topic | Neuroanatomy |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8511486/ https://www.ncbi.nlm.nih.gov/pubmed/34658800 http://dx.doi.org/10.3389/fnana.2021.738100 |
work_keys_str_mv | AT shujun aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment AT qiangqiang aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment AT yanyuning aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment AT renyiqing aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment AT weiwenshi aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment AT zhangli aberranttopologicalpatternsofstructuralcovariancenetworksincognitivelynormalelderlyadultswithmildbehavioralimpairment |