White Matter Connectivity Abnormalities in Prediabetes and Type 2 Diabetes: The Maastricht Study
Research output: Contribution to journal › Article › Academic › peer-review
- Promovendi MHeNs
- MHeNs - Cognitive Neuropsychiatry and Clinical Neuroscience
- CARIM - Vascular complications of diabetes and the metabolic syndrome
- HV - Pieken Maastricht Studie
- MHeNs - Neuroscience
- Interne Geneeskunde
- BC - Interne Geneeskunde
- CARIM - Hypertension and target organ damage
- CAPHRI - Creating Value-Based Health Care
- BC - Endocrinologie
- CARIM - Vascular biology
- CAPHRI - Optimising Patient Care
- Psychiatrie & Neuropsychologie
- Section Neuropsychology
- B&L BV Klynisch fysicus
OBJECTIVE: Prediabetes and type 2 diabetes are associated with structural brain abnormalities, often observed in cognitive disorders. Besides visible lesions, (pre)diabetes might also be associated with alterations of the intrinsic organization of the white matter. In this population-based cohort study, the association of prediabetes and type 2 diabetes with white matter network organization was assessed.
RESEARCH DESIGN AND METHODS: In the Maastricht Study, a type 2 diabetes-enriched population-based cohort study (1,361 normal glucose metabolism, 348 prediabetes, and 510 type 2 diabetes assessed by oral glucose tolerance test; 52% men; aged 59 ± 8 years), 3 Tesla structural and diffusion MRI was performed. Whole-brain white matter tractography was used to assess the number of connections (node degree) between 94 brain regions and the topology (graph measures). Multivariable linear regression analyses were used to investigate the associations of glucose metabolism status with network measures. Associations were adjusted for age, sex, education, and cardiovascular risk factors.
RESULTS: Prediabetes and type 2 diabetes were associated with lower node degree after full adjustment (standardized [st]βPrediabetes = -0.055 [95% CI -0.172, -0.062], stβType2diabetes = -0.256 [-0.379, -0.133], Ptrend < 0.001). Prediabetes was associated with lower local efficiency (stβ = -0.084 [95% CI -0.159, -0.008], P = 0.033) and lower clustering coefficient (stβ = -0.097 [95% CI -0.189, -0.005], P = 0.049), whereas type 2 diabetes was not. Type 2 diabetes was associated with higher communicability (stβ = 0.148 [95% CI 0.042, 0.253], P = 0.008).
CONCLUSIONS: These findings indicate that prediabetes and type 2 diabetes are associated with fewer white matter connections and weaker organization of white matter networks. Type 2 diabetes was associated with higher communicability, which was not yet observed in prediabetes and may reflect the use of alternative white matter connections.