ArticleScientific reports2020
Altered regional homogeneity and functional brain networks in Type 2 diabetes with and without mild cognitive impairment.
Article in Scientific reports, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers, 4 of them syntheses that pooled it.
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Who cites it
35 citing papers in PubMed, 4 syntheses or guidelines pooled it, 46 citations in OpenAlex.
- Structural and functional brain abnormal alteration in patients with type 2 diabetes mellitus: A coordinate-based meta-analysis.Translational psychiatry · 2025Pooled it
- Changes of brain function in patients with type 2 diabetes mellitus measured by different analysis methods: A new coordinate-based meta-analysis of neuroimaging.Frontiers in neurology · 2022Pooled it
- Regional Spontaneous Neural Activity Alterations in Type 2 Diabetes Mellitus: A Meta-Analysis of Resting-State Functional MRI Studies.Frontiers in aging neuroscience · 2021Pooled it
- Research trend of functional magnetic resonance imaging in diabetes mellitus research: a visualization and bibliometric analysis.Frontiers in neurologyPooled it
- Multidimensional structural-functional coupling uncovers network dysregulation and predicts binge-eating severity in bulimia nervosa.BMC medicine · 2025Article
- Altered dynamic regional homogeneity and neurovascular coupling in multi-frequency bands in patients with cerebral small vascular disease.Quantitative imaging in medicine and surgery · 2025Article
- Hybrid Deep Learning Architecture with Adaptive Feature Fusion for Multi-Stage Alzheimer's Disease Classification.Brain sciences · 2025Article
- A Novel Diagnostic Framework with an Optimized Ensemble of Vision Transformers and Convolutional Neural Networks for Enhanced Alzheimer's Disease Detection in Medical Imaging.Diagnostics (Basel, Switzerland) · 2025Article
- Cognitive Function Deficits Associated With Type 2 Diabetes and Retinopathy: Volumetric Brain MR Imaging Study.Brain and behavior · 2025Article
- Functional connectivity density aberrance in type 2 diabetes mellitus with and without mild cognitive impairment.Frontiers in neurology · 2024Article
- The Alteration of Proteomic Profiles in Hippocampus of Type 2 Diabetic Mice Associated With Cognitive Impairment.Bioinformatics and biology insights · 2024Article
- Effects of transcutaneous auricular vagus nerve stimulation and exploration of brain network mechanisms in children with high-functioning autism spectrum disorder: study protocol for a randomized controlled trial.Frontiers in psychiatry · 2024Article
- Association of individual-based morphological brain network alterations with cognitive impairment in type 2 diabetes mellitus.Frontiers in neurology · 2024Article
- Structural and functional connectivity alteration patterns of the cingulate gyrus in Type 2 diabetes.Annals of clinical and translational neurology · 2023Article
- White Matter Characteristics of Damage Along Fiber Tracts in Patients with Type 2 Diabetes Mellitus.Clinical neuroradiology · 2023Article
- Alterations in regional homogeneity and functional connectivity associated with cognitive impairment in patients with hypertension: a resting-state functional magnetic resonance imaging study.Hypertension research : official journal of the Japanese Society of Hypertension · 2023Article
- Detecting type 2 diabetes mellitus cognitive impairment using whole-brain functional connectivity.Scientific reports · 2023Article
- Altered Functional Connectivity Density in Type 2 Diabetes Mellitus with and without Mild Cognitive Impairment.Brain sciences · 2023Article
- The hemodynamic response function as a type 2 diabetes biomarker: a data-driven approach.Frontiers in neuroinformatics · 2023Article
- Association between gene expression and altered resting-state functional networks in type 2 diabetes.Frontiers in aging neuroscience · 2023Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Patients with Type-2 Diabetes Mellitus (T2DM) have a considerably higher risk of developing mild cognitive impairment (MCI) and dementia. The initial symptoms are very insidious at onset. We investigated the alterations in spontaneous brain activity and network connectivity through regional homogeneity (ReHo) and graph theoretical network analyses, respectively, of resting-state functional Magnetic Resonance Imaging (rs-fMRI) in T2DM patients with and without MCI, so as to facilitate early diagnose. Twenty-five T2DM patients with MCI (DM-MCI), 25 T2DM patients with normal cognition (DM-NC), 27 healthy controls were enrolled. Whole-brain ReHo values were calculated and topological properties of functional networks were analyzed. The DM-MCI group exhibited decreased ReHo in the left inferior/middle occipital gyrus and right inferior temporal gyrus, and increased ReHo in frontal gyrus compared to the DM-NCs. Significant correlations were found between ReHo values and clinical measurements. The DM-MCI group illustrated greater clustering coefficient/local efficiency and altered nodal characteristics (efficiency, degree and betweenness), which increased in certain occipital, temporal and parietal regions but decreased in the right inferior temporal gyrus, compared to the DM-NCs. The altered ReHo and impaired network organization may underlie the impaired cognitive functions in T2DM and suggesting a compensation mechanism. These rs-fMRI measures have the potential as biomarkers of disease progression in diabetic encephalopathy.
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