Literature DB >> 35462734

Tractography in Type 2 Diabetes Mellitus With Subjective Memory Complaints: A Diffusion Tensor Imaging Study.

Jun Wang1, Laiyang Ma1, Guangyao Liu1, Wenjuan Bai2, Kai Ai3, Pengfei Zhang1, Wanjun Hu1, Jing Zhang1.   

Abstract

The brain white matter (WM) structural injury caused by type 2 diabetes mellitus (T2DM) has been linked to cognitive impairment. However, the focus was mainly on the mild cognitive impairment (MCI) stage in most previous studies, with little attention made to subjective memory complaints (SMC). The main purpose of the current study was to investigate the characteristics of WM injury in T2DM patients and its correlation with SMC symptoms. In a group of 66 participants (33 HC and 33 T2DM-S), pointwise differences along WM tracts were identified using the automated fiber quantification (AFQ) approach. Then we investigated the utility of DTI properties along major WM tracts as features to distinguish patients with T2DM-S from HC via the support vector machine (SVM). Based on AFQ analysis, 10 primary fiber tracts that represent the subtle alterations of WM in T2DM-S were identified. Lower fractional anisotropy (FA) in the right SLF tract (r = -0.538, p = 0.0013), higher radial diffusivity (RD) in the thalamic radiation (TR) tract (r = 0.433, p = 0.012), and higher mean diffusivity (MD) in the right inferior fronto-occipital fasciculus (IFOF) tract (r = 0.385, p = 0.0029) were significantly associated with a long period of disease. Decreased axial diffusivity (AD) in the left arcuate was associated with HbA1c (r = -0.368, p = 0.049). In addition, we found a significant negative correlation between delayed recall and abnormal MD in the left corticospinal tract (r = -0.546, p = 0.001). The FA of the right SLF tracts and bilateral arcuate can be used to differentiate the T2DM-S and the HC at a high accuracy up to 88.45 and 87.8%, respectively. In conclusion, WM microstructure injury in T2DM may be associated with SMC, and these abnormalities identified by DTI can be used as an effective biomarker.
Copyright © 2022 Wang, Ma, Liu, Bai, Ai, Zhang, Hu and Zhang.

Entities:  

Keywords:  cognitive function; diffusion tensor imaging; memory; type 2 diabetes; white matter

Year:  2022        PMID: 35462734      PMCID: PMC9019711          DOI: 10.3389/fnins.2021.800420

Source DB:  PubMed          Journal:  Front Neurosci        ISSN: 1662-453X            Impact factor:   5.152


  78 in total

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2.  White Matter Microstructural Abnormalities in Type 2 Diabetes Mellitus: A Diffusional Kurtosis Imaging Analysis.

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3.  A Diffusion Tensor Imaging Study on White Matter Abnormalities in Patients with Type 2 Diabetes Using Tract-Based Spatial Statistics.

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Journal:  AJNR Am J Neuroradiol       Date:  2016-03-17       Impact factor: 3.825

Review 4.  Type 2 diabetes and cognitive dysfunction-towards effective management of both comorbidities.

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6.  A Comparative evaluation of voxel-based spatial mapping in diffusion tensor imaging.

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7.  Emotional and neutral declarative memory impairments and associated white matter microstructural abnormalities in adults with type 2 diabetes.

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

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Journal:  Front Neurosci       Date:  2019-02-07       Impact factor: 4.677

Review 9.  Investigating Brain Microstructural Alterations in Type 1 and Type 2 Diabetes Using Diffusion Tensor Imaging: A Systematic Review.

Authors:  Abdulmajeed Alotaibi; Christopher Tench; Rebecca Stevenson; Ghadah Felmban; Amjad Altokhis; Ali Aldhebaib; Rob A Dineen; Cris S Constantinescu
Journal:  Brain Sci       Date:  2021-01-22

10.  White matter impairment in type 2 diabetes mellitus with and without microvascular disease.

Authors:  Yaoyao Zhuo; Fang Fang; Lunbo Lu; Ting Li; Jingge Lian; Yun Xiong; Dexing Kong; Kangan Li
Journal:  Neuroimage Clin       Date:  2019-07-18       Impact factor: 4.881

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