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Functional-structural decoupling in visual network is associated with cognitive decline in patients with type 2 diabetes mellitus: evidence from a multimodal MRI analysis.

Authors :
Ni, Min-Hua
Yu, Ying
Yang, Yang
Li, Ze-Yang
Ma, Teng
Xie, Hao
Li, Si-Ning
Dai, Pan
Cao, Xin-Yu
Cui, Yan-Yan
Zhu, Jun-Ling
Cui, Guang-Bin
Yan, Lin-Feng
Source :
Brain Imaging & Behavior; Feb2024, Vol. 18 Issue 1, p73-82, 10p
Publication Year :
2024

Abstract

Type 2 diabetes mellitus (T2DM) and cognitive dysfunction are highly prevalent disorders worldwide. Although visual network (VN) alteration and functional-structural coupling are potential warning factors for mild cognitive impairment (MCI) in T2DM patients, the relationship between the three in T2DM without MCI is unclear. Thirty T2DM patients without MCI and twenty-nine healthy controls (HC) were prospectively enrolled. Visual components (VC) were estimated by independent component analysis (ICA). Degree centrality (DC), amplitude of low frequency fluctuation (ALFF) and fractional anisotropy (FA) were established to reflect functional and structural characteristics in these VCs respectively. Functional-structural coupling coefficients were further evaluated using combined FA and DC or ALFF. Partial correlations were performed among neuroimaging indicators and neuropsychological scores and clinical variables. Three VCs were selected using group ICA. Deteriorated DC, ALFF and DC-FA coefficients in the VC1 were observed in the T2DM group compared with the HC group, while FA and ALFF-FA coefficients in these three VCs showed no significant differences. In the T2DM group, DC in the VC1 positively correlated with 2 dimensions in the California Verbal Learning Test, including Trial 4 and Total trial 1–5. The impaired DC-FA coefficients in the VC1 markedly affected the Total perseverative responses % of the Wisconsin Card Sorting Test. These findings indicate that DC and DC-FA coefficients in VN may be potential imaging biomarkers revealing early cognitive deficits in T2DM. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
19317557
Volume :
18
Issue :
1
Database :
Complementary Index
Journal :
Brain Imaging & Behavior
Publication Type :
Academic Journal
Accession number :
175254133
Full Text :
https://doi.org/10.1007/s11682-023-00801-6