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Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection

Objectives: We aimed to investigate whether an inter-voxel diffusivity metric (local diffusion homogeneity, LDH), can provide supplementary information to traditional intra-voxel metrics (i.e., fractional anisotropy, FA) in white matter (WM) abnormality detection for type 2 diabetes mellitus (T2DM)....

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Autores principales: Liang, Yi, Zhang, Han, Tan, Xin, Liu, Jiarui, Qin, Chunhong, Zeng, Hui, Zheng, Yanting, Liu, Yujie, Chen, Jingxian, Leng, Xi, Qiu, Shijun, Shen, Dinggang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374310/
https://www.ncbi.nlm.nih.gov/pubmed/30792623
http://dx.doi.org/10.3389/fnins.2019.00063
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author Liang, Yi
Zhang, Han
Tan, Xin
Liu, Jiarui
Qin, Chunhong
Zeng, Hui
Zheng, Yanting
Liu, Yujie
Chen, Jingxian
Leng, Xi
Qiu, Shijun
Shen, Dinggang
author_facet Liang, Yi
Zhang, Han
Tan, Xin
Liu, Jiarui
Qin, Chunhong
Zeng, Hui
Zheng, Yanting
Liu, Yujie
Chen, Jingxian
Leng, Xi
Qiu, Shijun
Shen, Dinggang
author_sort Liang, Yi
collection PubMed
description Objectives: We aimed to investigate whether an inter-voxel diffusivity metric (local diffusion homogeneity, LDH), can provide supplementary information to traditional intra-voxel metrics (i.e., fractional anisotropy, FA) in white matter (WM) abnormality detection for type 2 diabetes mellitus (T2DM). Methods: Diffusion tensor imaging was acquired from 34 T2DM patients and 32 healthy controls. Voxel-based group-difference comparisons based on LDH and FA, as well as the association between the diffusion metrics and T2DM risk factors [i.e., body mass index (BMI) and systolic blood pressure (SBP)], were conducted, with age, gender and education level controlled. Results: Compared to the controls, T2DM patients had higher LDH in the pons and left temporal pole, as well as lower FA in the left superior corona radiation (p < 0.05, corrected). In T2DM, there were several overlapping WM areas associated with BMI as revealed by both LDH and FA, including right temporal lobe and left inferior parietal lobe; but the unique areas revealed only by using LDH included left inferior temporal lobe, right supramarginal gyrus, left pre- and post-central gyrus (at the semiovale center), and right superior radiation. Overlapping WM areas that associated with SBP were found with both LDH and FA, including right temporal pole, bilateral orbitofrontal area (rectus gyrus), the media cingulum bundle, and the right cerebellum crus I. However, the unique areas revealed only by LDH included right inferior temporal lobe, right inferior occipital lobe, and splenium of corpus callosum. Conclusion: Inter- and intra-voxel diffusivity metrics may have different sensitivity in the detection of T2DM-related WM abnormality. We suggested that LDH could provide supplementary information and reveal additional underlying brain changes due to diabetes.
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spelling pubmed-63743102019-02-21 Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection Liang, Yi Zhang, Han Tan, Xin Liu, Jiarui Qin, Chunhong Zeng, Hui Zheng, Yanting Liu, Yujie Chen, Jingxian Leng, Xi Qiu, Shijun Shen, Dinggang Front Neurosci Neuroscience Objectives: We aimed to investigate whether an inter-voxel diffusivity metric (local diffusion homogeneity, LDH), can provide supplementary information to traditional intra-voxel metrics (i.e., fractional anisotropy, FA) in white matter (WM) abnormality detection for type 2 diabetes mellitus (T2DM). Methods: Diffusion tensor imaging was acquired from 34 T2DM patients and 32 healthy controls. Voxel-based group-difference comparisons based on LDH and FA, as well as the association between the diffusion metrics and T2DM risk factors [i.e., body mass index (BMI) and systolic blood pressure (SBP)], were conducted, with age, gender and education level controlled. Results: Compared to the controls, T2DM patients had higher LDH in the pons and left temporal pole, as well as lower FA in the left superior corona radiation (p < 0.05, corrected). In T2DM, there were several overlapping WM areas associated with BMI as revealed by both LDH and FA, including right temporal lobe and left inferior parietal lobe; but the unique areas revealed only by using LDH included left inferior temporal lobe, right supramarginal gyrus, left pre- and post-central gyrus (at the semiovale center), and right superior radiation. Overlapping WM areas that associated with SBP were found with both LDH and FA, including right temporal pole, bilateral orbitofrontal area (rectus gyrus), the media cingulum bundle, and the right cerebellum crus I. However, the unique areas revealed only by LDH included right inferior temporal lobe, right inferior occipital lobe, and splenium of corpus callosum. Conclusion: Inter- and intra-voxel diffusivity metrics may have different sensitivity in the detection of T2DM-related WM abnormality. We suggested that LDH could provide supplementary information and reveal additional underlying brain changes due to diabetes. Frontiers Media S.A. 2019-02-07 /pmc/articles/PMC6374310/ /pubmed/30792623 http://dx.doi.org/10.3389/fnins.2019.00063 Text en Copyright © 2019 Liang, Zhang, Tan, Liu, Qin, Zeng, Zheng, Liu, Chen, Leng, Qiu and Shen. http://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
Liang, Yi
Zhang, Han
Tan, Xin
Liu, Jiarui
Qin, Chunhong
Zeng, Hui
Zheng, Yanting
Liu, Yujie
Chen, Jingxian
Leng, Xi
Qiu, Shijun
Shen, Dinggang
Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title_full Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title_fullStr Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title_full_unstemmed Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title_short Local Diffusion Homogeneity Provides Supplementary Information in T2DM-Related WM Microstructural Abnormality Detection
title_sort local diffusion homogeneity provides supplementary information in t2dm-related wm microstructural abnormality detection
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6374310/
https://www.ncbi.nlm.nih.gov/pubmed/30792623
http://dx.doi.org/10.3389/fnins.2019.00063
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