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Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment

Cognitive impairment in type 2 diabetes mellitus (T2DM) is associated with functional and structural abnormalities of brain networks, especially the damage to hub nodes in networks. This study explored the abnormal hub nodes of brain functional networks in patients with T2DM under different cognitiv...

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Autores principales: Huang, Yang, Zhang, Dongsheng, Zhang, Xin, Cheng, Miao, Yang, Zhen, Gao, Jie, Tang, Min, Ai, Kai, Lei, Xiaoyan, Zhang, Xiaoling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792165/
https://www.ncbi.nlm.nih.gov/pubmed/36578308
http://dx.doi.org/10.3389/fneur.2022.1062816
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author Huang, Yang
Zhang, Dongsheng
Zhang, Xin
Cheng, Miao
Yang, Zhen
Gao, Jie
Tang, Min
Ai, Kai
Lei, Xiaoyan
Zhang, Xiaoling
author_facet Huang, Yang
Zhang, Dongsheng
Zhang, Xin
Cheng, Miao
Yang, Zhen
Gao, Jie
Tang, Min
Ai, Kai
Lei, Xiaoyan
Zhang, Xiaoling
author_sort Huang, Yang
collection PubMed
description Cognitive impairment in type 2 diabetes mellitus (T2DM) is associated with functional and structural abnormalities of brain networks, especially the damage to hub nodes in networks. This study explored the abnormal hub nodes of brain functional networks in patients with T2DM under different cognitive states. Sixty-five patients with T2DM and 34 healthy controls (HCs) underwent neuropsychological assessment. Then, degree centrality (DC) analysis and seed-based functional connectivity (FC) analysis were performed to identify the abnormal hub nodes and the FC patterns of these hubs in T2DM patients with mild cognitive impairment (MCI) (DMCI group, N = 31) and without MCI (DMCN group, N = 34). Correlation analyzes examined the relationship between abnormal DC and FC and clinical/cognitive variables. Compared with HCs, both T2DM groups showed decreased DC values in the visual cortex, and the T2DM patients with MCI (DMCI) showed more extensive alterations in the right parahippocampal gyrus (PHG), bilateral posterior cingulate cortex (PCC), and left superior frontal gyrus (SFG) regions than T2DM patients with normal cognitive function. Seed-based FC analysis of PHG and PCC nodes showed that functional disconnection mainly occurred in visual and memory connectivity in patients with DMCI. Multiple abnormal DC values correlated with neuropsychological tests in patients with T2DM. In conclusion, this study found that the DMCI group displayed more extensive alterations in hub nodes and FC in vision and memory-related brain regions, suggesting that visual-related regions dysfunctions and disconnection may be involved in the neuropathology of visuospatial function impairment in patients with DMCI.
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spelling pubmed-97921652022-12-27 Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment Huang, Yang Zhang, Dongsheng Zhang, Xin Cheng, Miao Yang, Zhen Gao, Jie Tang, Min Ai, Kai Lei, Xiaoyan Zhang, Xiaoling Front Neurol Neurology Cognitive impairment in type 2 diabetes mellitus (T2DM) is associated with functional and structural abnormalities of brain networks, especially the damage to hub nodes in networks. This study explored the abnormal hub nodes of brain functional networks in patients with T2DM under different cognitive states. Sixty-five patients with T2DM and 34 healthy controls (HCs) underwent neuropsychological assessment. Then, degree centrality (DC) analysis and seed-based functional connectivity (FC) analysis were performed to identify the abnormal hub nodes and the FC patterns of these hubs in T2DM patients with mild cognitive impairment (MCI) (DMCI group, N = 31) and without MCI (DMCN group, N = 34). Correlation analyzes examined the relationship between abnormal DC and FC and clinical/cognitive variables. Compared with HCs, both T2DM groups showed decreased DC values in the visual cortex, and the T2DM patients with MCI (DMCI) showed more extensive alterations in the right parahippocampal gyrus (PHG), bilateral posterior cingulate cortex (PCC), and left superior frontal gyrus (SFG) regions than T2DM patients with normal cognitive function. Seed-based FC analysis of PHG and PCC nodes showed that functional disconnection mainly occurred in visual and memory connectivity in patients with DMCI. Multiple abnormal DC values correlated with neuropsychological tests in patients with T2DM. In conclusion, this study found that the DMCI group displayed more extensive alterations in hub nodes and FC in vision and memory-related brain regions, suggesting that visual-related regions dysfunctions and disconnection may be involved in the neuropathology of visuospatial function impairment in patients with DMCI. Frontiers Media S.A. 2022-12-12 /pmc/articles/PMC9792165/ /pubmed/36578308 http://dx.doi.org/10.3389/fneur.2022.1062816 Text en Copyright © 2022 Huang, Zhang, Zhang, Cheng, Yang, Gao, Tang, Ai, Lei 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 Neurology
Huang, Yang
Zhang, Dongsheng
Zhang, Xin
Cheng, Miao
Yang, Zhen
Gao, Jie
Tang, Min
Ai, Kai
Lei, Xiaoyan
Zhang, Xiaoling
Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title_full Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title_fullStr Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title_full_unstemmed Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title_short Altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
title_sort altered functional hubs and connectivity in type 2 diabetes mellitus with and without mild cognitive impairment
topic Neurology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792165/
https://www.ncbi.nlm.nih.gov/pubmed/36578308
http://dx.doi.org/10.3389/fneur.2022.1062816
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