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Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment
In epidemiological studies, type 2 diabetes mellitus (T2DM) has been associated with cognitive impairment and dementia, but studies about functional network connectivity in T2DM without cognitive impairment are limited. This study aimed to explore network connectivity alterations that may help enhan...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271612/ https://www.ncbi.nlm.nih.gov/pubmed/35833084 http://dx.doi.org/10.3389/fnins.2022.887713 |
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author | Wu, Jinjian Kang, Shangyu Su, Jianpo Liu, Kai Fan, Liangwei Ma, Xiaomeng Tan, Xin Huang, Haoming Feng, Yue Chen, Yuna Lyu, Wenjiao Zeng, Lingli Qiu, Shijun Hu, Dewen |
author_facet | Wu, Jinjian Kang, Shangyu Su, Jianpo Liu, Kai Fan, Liangwei Ma, Xiaomeng Tan, Xin Huang, Haoming Feng, Yue Chen, Yuna Lyu, Wenjiao Zeng, Lingli Qiu, Shijun Hu, Dewen |
author_sort | Wu, Jinjian |
collection | PubMed |
description | In epidemiological studies, type 2 diabetes mellitus (T2DM) has been associated with cognitive impairment and dementia, but studies about functional network connectivity in T2DM without cognitive impairment are limited. This study aimed to explore network connectivity alterations that may help enhance our understanding of damage-associated processes in T2DM. MRI data were analyzed from 82 patients with T2DM and 66 normal controls. Clinical, biochemical, and neuropsychological assessments were conducted in parallel with resting-state functional magnetic resonance imaging, and the cognitive status of the patients was assessed using the Montreal Cognitive Assessment-B (MoCA-B) score. Independent component analysis revealed a positive correlation between the salience network and the visual network and a negative connection between the left executive control network and the default mode network in patients with T2DM. The differences in dynamic brain network connectivity were observed in the precuneus, visual, and executive control networks. Internal network connectivity was primarily affected in the thalamus, inferior parietal lobe, and left precuneus. Hemoglobin A1c level, body mass index, MoCA-B score, and grooved pegboard (R) assessments indicated significant differences between the two groups (p < 0.05). Our findings show that key changes in functional connectivity in diabetes occur in the precuneus and executive control networks that evolve before patients develop cognitive deficits. In addition, the current study provides useful information about the role of the thalamus, inferior parietal lobe, and precuneus, which might be potential biomarkers for predicting the clinical progression, assessing the cognitive function, and further understanding the neuropathology of T2DM. |
format | Online Article Text |
id | pubmed-9271612 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92716122022-07-12 Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment Wu, Jinjian Kang, Shangyu Su, Jianpo Liu, Kai Fan, Liangwei Ma, Xiaomeng Tan, Xin Huang, Haoming Feng, Yue Chen, Yuna Lyu, Wenjiao Zeng, Lingli Qiu, Shijun Hu, Dewen Front Neurosci Neuroscience In epidemiological studies, type 2 diabetes mellitus (T2DM) has been associated with cognitive impairment and dementia, but studies about functional network connectivity in T2DM without cognitive impairment are limited. This study aimed to explore network connectivity alterations that may help enhance our understanding of damage-associated processes in T2DM. MRI data were analyzed from 82 patients with T2DM and 66 normal controls. Clinical, biochemical, and neuropsychological assessments were conducted in parallel with resting-state functional magnetic resonance imaging, and the cognitive status of the patients was assessed using the Montreal Cognitive Assessment-B (MoCA-B) score. Independent component analysis revealed a positive correlation between the salience network and the visual network and a negative connection between the left executive control network and the default mode network in patients with T2DM. The differences in dynamic brain network connectivity were observed in the precuneus, visual, and executive control networks. Internal network connectivity was primarily affected in the thalamus, inferior parietal lobe, and left precuneus. Hemoglobin A1c level, body mass index, MoCA-B score, and grooved pegboard (R) assessments indicated significant differences between the two groups (p < 0.05). Our findings show that key changes in functional connectivity in diabetes occur in the precuneus and executive control networks that evolve before patients develop cognitive deficits. In addition, the current study provides useful information about the role of the thalamus, inferior parietal lobe, and precuneus, which might be potential biomarkers for predicting the clinical progression, assessing the cognitive function, and further understanding the neuropathology of T2DM. Frontiers Media S.A. 2022-06-27 /pmc/articles/PMC9271612/ /pubmed/35833084 http://dx.doi.org/10.3389/fnins.2022.887713 Text en Copyright © 2022 Wu, Kang, Su, Liu, Fan, Ma, Tan, Huang, Feng, Chen, Lyu, Zeng, Qiu and Hu. 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 Wu, Jinjian Kang, Shangyu Su, Jianpo Liu, Kai Fan, Liangwei Ma, Xiaomeng Tan, Xin Huang, Haoming Feng, Yue Chen, Yuna Lyu, Wenjiao Zeng, Lingli Qiu, Shijun Hu, Dewen Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title | Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title_full | Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title_fullStr | Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title_full_unstemmed | Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title_short | Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment |
title_sort | altered functional network connectivity of precuneus and executive control networks in type 2 diabetes mellitus without cognitive impairment |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9271612/ https://www.ncbi.nlm.nih.gov/pubmed/35833084 http://dx.doi.org/10.3389/fnins.2022.887713 |
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