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Spontaneous Brain Activity in Type 2 Diabetics Revealed by Amplitude of Low-Frequency Fluctuations and Its Association with Diabetic Vascular Disease: A Resting-State fMRI Study
- Source :
- PLoS ONE, PLoS ONE, Vol 9, Iss 10, p e108883 (2014)
- Publication Year :
- 2014
- Publisher :
- Public Library of Science (PLoS), 2014.
-
Abstract
- Purpose To investigate correlations between altered spontaneous brain activity, diabetic vascular disease, and cognitive function for patients with type 2 diabetes mellitus (T2DM) using resting-state functional magnetic resonance imaging (rs-fMRI). Methods Rs-fMRI was performed for T2DM patients (n = 26) and age-, gender-, and education-matched non-diabetic control subjects (n = 26). Amplitude of low frequency fluctuations (ALFF) were computed from fMRI signals to measure spontaneous neuronal activity. Differences in the ALFF patterns between patients and controls, as well as their correlations with clinical variables, were evaluated. Results Compared with healthy controls, T2DM patients exhibited significantly decreased ALFF values mainly in the frontal and parietal lobes, the bilateral thalumi, the posterior lobe of the cerebellum, and increased ALFF values mainly in the visual cortices. Furthermore, lower ALFF values in the left subcallosal gyrus correlated with lower ankle-brachial index values (r = 0.481, p = 0.020), while lower ALFF values in the bilateral medial prefrontal gyri correlated with higher urinary albumin-creatinine ratio (r = −0.418, p = 0.047). In addition, most of the regions with increased ALFF values in the visual cortices were found to negatively correlate with MoCA scores. Conclusions These results confirm that ALFF are altered in many brain regions in T2DM patients, and this is associated with the presence of diabetic vascular disease and poor cognitive performance. These findings may provide additional insight into the neurophysiological mechanisms that mediate T2DM-related cognitive dysfunction, and may also serve as a reference for future research.
- Subjects :
- Male
Brain activity and meditation
lcsh:Medicine
Neuropsychological Tests
Biochemistry
Brain mapping
Diagnostic Radiology
Cognition
Endocrinology
Functional Magnetic Resonance Imaging
Medicine and Health Sciences
Insulin
lcsh:Science
Brain Mapping
Multidisciplinary
medicine.diagnostic_test
Cognitive Neurology
Radiology and Imaging
Amplitude of low frequency fluctuations
Brain
Middle Aged
Magnetic Resonance Imaging
Neurology
Cardiology
Engineering and Technology
Female
Research Article
Biotechnology
Adult
medicine.medical_specialty
Rest
Cognitive Neuroscience
Cerebrovascular Diseases
Biomedical Engineering
Bioengineering
Neuroimaging
Diabetic angiopathy
Diagnostic Medicine
Echo Planar Imaging
Internal medicine
medicine
Humans
Effects of sleep deprivation on cognitive performance
Aged
Diabetic Endocrinology
Resting state fMRI
business.industry
lcsh:R
Biology and Life Sciences
medicine.disease
Hormones
Diabetes Mellitus, Type 2
lcsh:Q
Occipital lobe
business
Functional magnetic resonance imaging
human activities
Diabetic Angiopathies
Neuroscience
Subjects
Details
- ISSN :
- 19326203
- Volume :
- 9
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....a6a4309e182c389a548e7c4074cead93
- Full Text :
- https://doi.org/10.1371/journal.pone.0108883