Abstract
Purpose
Type 2 diabetes mellitus (T2DM) lead to impaired cerebral blood perfusion, which leads to changes in brain function and affects the cognitive function of patients. In this study, cerebral blood flow (CBF) was used to evaluate the effect of T2DM on cerebral perfusion, and functional connectivity (FC) analysis was further used to explore whether the FC between the abnormal CBF region and the whole brain was changed. In addition, amplitude of low-frequency fluctuation (ALFF) and degree centrality (DC) were used to investigate the changes in spontaneous activity and connectivity strength of the brain network.
Methods
We recruited 40 T2DM patients and 55 healthy controls (HCs). They underwent 3D-T1WI, rs-fMRI, arterial spin labeling (ASL) sequence scans and a series of cognitive tests. Cognitive test scores and brain imaging indicators were compared between the two groups, and the relationships among laboratory indicators, cognitive test scores, and brain imaging indicators were explored in the T2DM group.
Results
Compared to HCs, The CBF values of Calcarine_L and Precuneus_R in the T2DM group were lower. The DC value of Paracentral_Lobule_L and Precuneus_L, and the ALFF value of Hippocampus_L in the T2DM group were higher. In addition, the CBF values of Calcarine_L was negatively correlated with fasting insulin and HOMA_IR.
Conclusion
This study found that there were regions of cerebral hypoperfusion in T2DM patients, which are associated with insulin resistance. In addition, we found abnormally elevated brain activity and enhanced functional connectivity in T2DM patients, which we speculated was the compensatory mechanism of brain neural activity.
Highlights
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T2DM patients have long-term metabolic disorders that affect brain function, thus leading to the occurrence and development of cognitive impairment.
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CBF reflects blood perfusion in the brain. ALFF and DC reflect brain local spontaneous activity and brain network connection intensity respectively.
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The purpose of this study was to investigate the changes in brain function in T2DM patients and its relationship with cognitive impairment.
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Data availability
Some or all datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.
Abbreviations
- Full name:
-
Abbreviation
- Type 2 diabetes mellitus:
-
T2DM
- Cerebral blood flow:
-
CBF
- Functional connectivity:
-
FC
- Amplitude of low-frequency fluctuation:
-
ALFF
- Degree centrality:
-
DC
- Arterial spin labeling:
-
ASL
- Regions of interest:
-
ROI
- Healthy controls:
-
HCs
- Glycated hemoglobin:
-
HbA1c
- Fasting blood glucose:
-
FBG
- Fasting insulin:
-
FINS
- Homeostatic model assessment for insulin resistance:
-
HOMA-IR
- Montreal Cognitive Assessment:
-
MoCA
- Auditory Language Learning Test:
-
AVLT
- Digital Span Test:
-
DST
- Clock Drawing Test:
-
CDT
- Grooved Pegboard Test:
-
GPT
- Age-related white matter change:
-
ARWMC
- Gaussian random field:
-
GRF
- Phosphatidylinositol 3-kinase:
-
PI3K
- Alzheimer disease:
-
AD
- Mild cognitive impairment:
-
MCI
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Funding
This study was supported by the Key International Cooperation Project of National Natural Science Foundation of China (Grant No. 81920108019) and National Natural Science Foundation for Young Scholars of China (Grant No. 82104698). Y.L. was supported by Excellent Doctoral Dissertation Incubation Grant of First Clinical School of Guangzhou University of Chinese Medicine (YB202003).
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M.L. and Y.Li designed this study and wrote the manuscript. K.Z. contributed to the statistical analysis. C.Q. administered the neuropsychological tests. Y.C. and Y.Liu did the data analysis and amended the manuscript. S.Q., X.T. and Y.Liang are the guarantors of this study and chiefly responsible for the whole process of the experiment.
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Written informed consent was obtained from all individual participants included in the study.
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This study was approved by the Medical Research Ethics Committee of Guangzhou University of Chinese Medicine.
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Li, M., Li, Y., Zhao, K. et al. Abnormal cerebral blood flow and brain function in type 2 diabetes mellitus. Endocrine (2023). https://doi.org/10.1007/s12020-023-03342-6
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DOI: https://doi.org/10.1007/s12020-023-03342-6