Network efficiency of functional brain connectomes altered in type 2 diabetes patients with and without mild cognitive impairment
To explore the topological organization alterations of functional connectomes in type 2 diabetes (T2DM) patients with and without mild cognitive impairment (MCI), and compare these with structural connectomes changes. Twenty-six T2DM patients with MCI (DM-MCI), 26 without cognitive impairment (DM-NC...
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Veröffentlicht in: | Diabetology and metabolic syndrome 2024-10, Vol.16 (1), p.247-11, Article 247 |
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Sprache: | eng |
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Zusammenfassung: | To explore the topological organization alterations of functional connectomes in type 2 diabetes (T2DM) patients with and without mild cognitive impairment (MCI), and compare these with structural connectomes changes.
Twenty-six T2DM patients with MCI (DM-MCI), 26 without cognitive impairment (DM-NC), and 28 healthy controls were included. Diffusion tensor imaging (DTI) and resting-state functional MRI images were acquired. Networks were constructed and graph-theory based network measurements were calculated. The global network parameters and nodal efficiencies were compared across the three groups using one-way ANOVA and a false-discovery rate correction was applied for multiple comparisons. Partial correlation analyses were performed to investigate relationships between network parameters, cognitive performance and clinical variables.
In the structural connectome, the DM-MCI group exhibited significantly decreased global efficiency (E
) and local efficiency (E
) compared to the DM-NC and control groups. In the functional connectome, the DM-MCI group exhibited increased E
and clustering coefficient (Cp) compared to the controls. No significant differences were found in E
, E
, or Cp between the DM-NC and the control group, both in structural and functional connectomes. Nodal efficiencies decreased in some brain regions of structural and functional networks in the DM-MCI and DM-NC groups, but increased in five regions in functional network, some of which were involved in the default-mode network.
Unlike the consistently decreased global properties and nodal efficiencies in the structural connectome of T2DM patients, increases in E
, Cp, and nodal efficiencies in the functional connectome may be viewed as a compensatory mechanism due to functional plasticity and reorganization. Altered nodal efficiency can hint at cognitive decrements at an early stage in T2DM patients. |
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ISSN: | 1758-5996 1758-5996 |
DOI: | 10.1186/s13098-024-01484-9 |