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Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes
Previous research has shown that the brain is an important target of diabetic complications. Since brain regions are interconnected to form a large-scale neural network, we investigated whether severe hyperglycemia affects the topology of the brain network in people with type 2 diabetes. Twenty midd...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4918925/ https://www.ncbi.nlm.nih.gov/pubmed/27336309 http://dx.doi.org/10.1371/journal.pone.0157268 |
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author | Kim, Dae-Jin Yu, Ji Hee Shin, Mi-Seon Shin, Yong-Wook Kim, Min-Seon |
author_facet | Kim, Dae-Jin Yu, Ji Hee Shin, Mi-Seon Shin, Yong-Wook Kim, Min-Seon |
author_sort | Kim, Dae-Jin |
collection | PubMed |
description | Previous research has shown that the brain is an important target of diabetic complications. Since brain regions are interconnected to form a large-scale neural network, we investigated whether severe hyperglycemia affects the topology of the brain network in people with type 2 diabetes. Twenty middle-aged (average age: 54 years) individuals with poorly controlled diabetes (HbA1c: 8.9−14.6%, 74−136 mmol/mol) and 20 age-, sex-, and education-matched healthy volunteers were recruited. Graph theoretic network analysis was performed with axonal fiber tractography and tract-based spatial statistics (TBSS) using diffusion tensor imaging. Associations between the blood glucose level and white matter network characteristics were investigated. Individuals with diabetes had lower white matter network efficiency (P<0.001) and longer white matter path length (P<0.05) compared to healthy individuals. Higher HbA1c was associated with lower network efficiency (r = −0.53, P = 0.001) and longer network path length (r = 0.40, P<0.05). A disruption in local microstructural integrity was found in the multiple white matter regions and associated with higher HbA1c and fasting plasma glucose levels (corrected P<0.05). Poorer glycemic control is associated with lower efficiency and longer connection paths of the global brain network in individuals with diabetes. Chronic hyperglycemia in people with diabetes may disrupt the brain’s topological integration, and lead to mental slowing and cognitive impairment. |
format | Online Article Text |
id | pubmed-4918925 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49189252016-07-08 Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes Kim, Dae-Jin Yu, Ji Hee Shin, Mi-Seon Shin, Yong-Wook Kim, Min-Seon PLoS One Research Article Previous research has shown that the brain is an important target of diabetic complications. Since brain regions are interconnected to form a large-scale neural network, we investigated whether severe hyperglycemia affects the topology of the brain network in people with type 2 diabetes. Twenty middle-aged (average age: 54 years) individuals with poorly controlled diabetes (HbA1c: 8.9−14.6%, 74−136 mmol/mol) and 20 age-, sex-, and education-matched healthy volunteers were recruited. Graph theoretic network analysis was performed with axonal fiber tractography and tract-based spatial statistics (TBSS) using diffusion tensor imaging. Associations between the blood glucose level and white matter network characteristics were investigated. Individuals with diabetes had lower white matter network efficiency (P<0.001) and longer white matter path length (P<0.05) compared to healthy individuals. Higher HbA1c was associated with lower network efficiency (r = −0.53, P = 0.001) and longer network path length (r = 0.40, P<0.05). A disruption in local microstructural integrity was found in the multiple white matter regions and associated with higher HbA1c and fasting plasma glucose levels (corrected P<0.05). Poorer glycemic control is associated with lower efficiency and longer connection paths of the global brain network in individuals with diabetes. Chronic hyperglycemia in people with diabetes may disrupt the brain’s topological integration, and lead to mental slowing and cognitive impairment. Public Library of Science 2016-06-23 /pmc/articles/PMC4918925/ /pubmed/27336309 http://dx.doi.org/10.1371/journal.pone.0157268 Text en © 2016 Kim et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Kim, Dae-Jin Yu, Ji Hee Shin, Mi-Seon Shin, Yong-Wook Kim, Min-Seon Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title | Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title_full | Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title_fullStr | Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title_full_unstemmed | Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title_short | Hyperglycemia Reduces Efficiency of Brain Networks in Subjects with Type 2 Diabetes |
title_sort | hyperglycemia reduces efficiency of brain networks in subjects with type 2 diabetes |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4918925/ https://www.ncbi.nlm.nih.gov/pubmed/27336309 http://dx.doi.org/10.1371/journal.pone.0157268 |
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