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Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis
Type 2 diabetes mellitus (T2DM) can cause multidimensional cognitive deficits, among which working memory (WM) is usually involved at an early stage. However, the neural substrates underlying impaired WM in T2DM patients are still unclear. To clarify this issue, we utilized functional magnetic reson...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4810460/ https://www.ncbi.nlm.nih.gov/pubmed/27021340 http://dx.doi.org/10.1038/srep23767 |
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author | Zhang, Yang Lu, Shan Liu, Chunlei Zhang, Huimei Zhou, Xuanhe Ni, Changlin Qin, Wen Zhang, Quan |
author_facet | Zhang, Yang Lu, Shan Liu, Chunlei Zhang, Huimei Zhou, Xuanhe Ni, Changlin Qin, Wen Zhang, Quan |
author_sort | Zhang, Yang |
collection | PubMed |
description | Type 2 diabetes mellitus (T2DM) can cause multidimensional cognitive deficits, among which working memory (WM) is usually involved at an early stage. However, the neural substrates underlying impaired WM in T2DM patients are still unclear. To clarify this issue, we utilized functional magnetic resonance imaging (fMRI) and independent component analysis to evaluate T2DM patients for alterations in brain activation and functional connectivity (FC) in WM networks and to determine their associations with cognitive and clinical variables. Twenty complication-free T2DM patients and 19 matched healthy controls (HCs) were enrolled, and fMRI data were acquired during a block-designed 1-back WM task. The WM metrics of the T2DM patients showed no differences compared with those of the HCs, except for a slightly lower accuracy rate in the T2DM patients. Compared with the HCs, the T2DM patients demonstrated increased activation within their WM fronto-parietal networks, and activation strength was significantly correlated with WM performance. The T2DM patients also showed decreased FC within and between their WM networks. Our results indicate that the functional integration of WM sub-networks was disrupted in the complication-free T2DM patients and that strengthened regional activity in fronto-parietal networks may compensate for the WM impairment caused by T2DM. |
format | Online Article Text |
id | pubmed-4810460 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-48104602016-04-04 Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis Zhang, Yang Lu, Shan Liu, Chunlei Zhang, Huimei Zhou, Xuanhe Ni, Changlin Qin, Wen Zhang, Quan Sci Rep Article Type 2 diabetes mellitus (T2DM) can cause multidimensional cognitive deficits, among which working memory (WM) is usually involved at an early stage. However, the neural substrates underlying impaired WM in T2DM patients are still unclear. To clarify this issue, we utilized functional magnetic resonance imaging (fMRI) and independent component analysis to evaluate T2DM patients for alterations in brain activation and functional connectivity (FC) in WM networks and to determine their associations with cognitive and clinical variables. Twenty complication-free T2DM patients and 19 matched healthy controls (HCs) were enrolled, and fMRI data were acquired during a block-designed 1-back WM task. The WM metrics of the T2DM patients showed no differences compared with those of the HCs, except for a slightly lower accuracy rate in the T2DM patients. Compared with the HCs, the T2DM patients demonstrated increased activation within their WM fronto-parietal networks, and activation strength was significantly correlated with WM performance. The T2DM patients also showed decreased FC within and between their WM networks. Our results indicate that the functional integration of WM sub-networks was disrupted in the complication-free T2DM patients and that strengthened regional activity in fronto-parietal networks may compensate for the WM impairment caused by T2DM. Nature Publishing Group 2016-03-29 /pmc/articles/PMC4810460/ /pubmed/27021340 http://dx.doi.org/10.1038/srep23767 Text en Copyright © 2016, Macmillan Publishers Limited http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ |
spellingShingle | Article Zhang, Yang Lu, Shan Liu, Chunlei Zhang, Huimei Zhou, Xuanhe Ni, Changlin Qin, Wen Zhang, Quan Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title | Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title_full | Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title_fullStr | Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title_full_unstemmed | Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title_short | Altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: An ICA-based analysis |
title_sort | altered brain activation and functional connectivity in working memory related networks in patients with type 2 diabetes: an ica-based analysis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4810460/ https://www.ncbi.nlm.nih.gov/pubmed/27021340 http://dx.doi.org/10.1038/srep23767 |
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