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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Diabetology and metabolic syndrome 2024-10, Vol.16 (1), p.247-11, Article 247
Hauptverfasser: Li, Juan, Zhang, Qiang, Wang, Juan, Xiong, Ying, Zhu, Wenzhen
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
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.
ISSN:1758-5996
1758-5996
DOI:10.1186/s13098-024-01484-9