White Matter Connectivity Abnormalities in Prediabetes and Type 2 Diabetes: The Maastricht Study

被引:32
|
作者
Vergoossen, Laura W. [1 ,2 ,3 ]
Schram, Miranda T. [3 ,4 ,5 ]
de Jong, Joost J. [1 ,2 ]
Stehouwer, Coen D. [3 ,4 ]
Schaper, Nicolaas C. [3 ,4 ,6 ]
Henry, Ronald M. [3 ,4 ]
van der Kallen, Carla J. [3 ,4 ]
Dagnelie, Pieter C. [3 ,4 ]
van Boxtel, Martin P. [2 ]
Eussen, Simone J. [3 ,7 ]
Backes, Walter H. [1 ,2 ]
Jansen, Jacobus F. [1 ,2 ,8 ]
机构
[1] Maastricht Univ, Dept Radiol & Nucl Med, Med Ctr, Maastricht, Netherlands
[2] Maastricht Univ, Sch Mental Hlth & Neurosci MHeNs, Maastricht, Netherlands
[3] Maastricht Univ, Sch Cardiovasc Dis CARIM, Maastricht, Netherlands
[4] Maastricht Univ, Dept Internal Med, Med Ctr, Maastricht, Netherlands
[5] Maastricht Univ, Heart & Vasc Ctr, Med Ctr, Maastricht, Netherlands
[6] Maastricht Univ, Sch Publ Hlth & Primary Care CAPHRI, Maastricht, Netherlands
[7] Maastricht Univ, Dept Epidemiol, Maastricht, Netherlands
[8] Eindhoven Univ Technol, Dept Elect Engn, Eindhoven, Netherlands
关键词
BRAIN-TISSUE SEGMENTATION; GLUCOSE-TOLERANCE; MRI; NETWORKS; MELLITUS; VOLUMES; RISK;
D O I
10.2337/dc19-0762
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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 subjects with normal glucose metabolism, 348 with prediabetes, and 510 with 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]beta(Prediabetes) = -0.055 [95% CI -0.172, 0.062], st beta(Type2diabetes) = -0.256 [-0.379, -0.133], P-trend < 0.001). Prediabetes was associated with lower local efficiency (st beta = -0.084 [95% CI -0.159, -0.008], P = 0.033) and lower clustering coefficient (st beta = -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 (st beta = 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.
引用
收藏
页码:201 / 208
页数:8
相关论文
共 50 条
  • [1] The association of prediabetes and type 2 diabetes with hippocampal subfields volume: The Maastricht study
    Monereo-Sanchez, Jennifer
    Jansen, Jacobus F. A.
    Kohler, Sebastian
    van Boxtel, Martin P. J.
    Backes, Walter H.
    Stehouwer, Coen D. A.
    Kroon, Abraham A.
    Kooman, Jeroen P.
    Schalkwijk, Casper G.
    Linden, David E. J.
    Schram, Miranda T.
    NEUROIMAGE-CLINICAL, 2023, 39
  • [2] Health burden in type 2 diabetes and prediabetes in The Maastricht Study
    Veugen, Marja G. J.
    Onete, Veronica G.
    Henry, Ronald M. A.
    Brunner-La Rocca, Hans-Peter
    Koster, Annemarie
    Dagnelie, Pieter C.
    Schaper, Nicolaas C.
    Sep, Simone J. S.
    van der Kallen, Carla J. H.
    van Boxtel, Martin P. J.
    Reesink, Koen D.
    Schouten, Johannes S.
    Savelberg, Hans H. C. M.
    Kohler, Sebastian
    Verhey, Frans R.
    van den Bergh, Joop P. W.
    Schram, Miranda T.
    Stehouwer, Coen D. A.
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [3] Prediabetes and Type 2 Diabetes Are Associated With Generalized Microvascular Dysfunction The Maastricht Study
    Sorensen, Ben M.
    Houben, Alfons J. H. M.
    Berendschot, Tos T. J. M.
    Schouten, Jan S. A. G.
    Kroon, Abraham A.
    van der Kallen, Carla J. H.
    Henry, Ronald M. A.
    Koster, Annemarie
    Sep, Simone J. S.
    Dagnelie, Pieter C.
    Schaper, Nicolaas C.
    Schram, Miranda T.
    Stehouwer, Coen D. A.
    CIRCULATION, 2016, 134 (18) : 1339 - +
  • [4] Cognitive resilience depends on white matter connectivity: The Maastricht Study
    DeJong, Nathan R.
    Jansen, Jacobus F. A.
    van Boxtel, Martin P. J.
    Schram, Miranda T.
    Stehouwer, Coen D. A.
    Dagnelie, Pieter C.
    van der Kallen, Carla J. H.
    Kroon, Abraham A.
    Wesselius, Anke
    Koster, Annemarie
    Backes, Walter H.
    Koehler, Sebastian
    ALZHEIMERS & DEMENTIA, 2023, 19 (04) : 1164 - 1174
  • [5] Microstructural white matter abnormalities in type 2 diabetes mellitus: A diffusion tensor imaging study
    Hsu, Jung-Lung
    Chen, Yen-Ling
    Leu, Jyu-Gang
    Jaw, Fu-Shan
    Lee, Cheng-Hui
    Tsai, Yuh-Feng
    Hsu, Chien-Yeh
    Bai, Chyi-Huey
    Leemans, Alexander
    NEUROIMAGE, 2012, 59 (02) : 1098 - 1105
  • [6] Reduced corneal nerve fibre length in prediabetes and type 2 diabetes: The Maastricht Study
    De Clerck, Eline E. B.
    Schouten, Jan S. A. G.
    Berendschot, Tos T. J. M.
    Koolschijn, Renee S.
    Nuijts, Rudy M. M. A.
    Schram, Miranda T.
    Schaper, Nicolaas C.
    Henry, Ronald M. A.
    Dagnelie, Pieter C.
    Ruggeri, Alfredo
    Guimaraes, Pedro
    Stehouwer, Coen D. A.
    Webers, Carroll A. B.
    ACTA OPHTHALMOLOGICA, 2020, 98 (05) : 485 - 491
  • [7] Microstructural White Matter Abnormalities and Cognitive Functioning in Type 2 Diabetes A diffusion tensor imaging study
    Reijmer, Yael D.
    Brundel, Manon
    de Bresser, Jeroen
    Kappelle, L. Jaap
    Leemans, Alexander
    Biessels, Geert Jan
    DIABETES CARE, 2013, 36 (01) : 137 - 144
  • [8] Functional Brain Networks Are Altered in Type 2 Diabetes and Prediabetes: Signs for Compensation of Cognitive Decrements? The Maastricht Study
    van Bussel, Frank C. G.
    Backes, Walter H.
    van Veenendaal, Tamar M.
    Hofman, Paul A. M.
    van Boxtel, Martin P. J.
    Schram, Miranda T.
    Sep, Simone J. S.
    Dagnelie, Pieter C.
    Schaper, Nicolaas
    Stehouwer, Coen D. A.
    Wildberger, Joachim E.
    Jansen, Jacobus F. A.
    DIABETES, 2016, 65 (08) : 2404 - 2413
  • [9] Sex differences in the association of prediabetes and type 2 diabetes with microvascular complications and function: The Maastricht Study
    de Ritter, Rianneke
    Sep, Simone J. S.
    van der Kallen, Carla J. H.
    van Greevenbroek, Marleen M. J.
    de Jong, Marit
    Vos, Rimke C.
    Bots, Michiel L.
    Reulen, Jos P. H.
    Houben, Alfons J. H. M.
    Webers, Carroll A. B.
    Berendschot, Tos T. J. M.
    Dagnelie, Pieter C.
    Eussen, Simone J. P. M.
    Schram, Miranda T.
    Koster, Annemarie
    Peters, Sanne A. E.
    Stehouwer, Coen D. A.
    CARDIOVASCULAR DIABETOLOGY, 2021, 20 (01)
  • [10] Both Prediabetes and Type 2 Diabetes Are Associated With Lower Heart Rate Variability: The Maastricht Study
    Coopmans, Charlotte
    Zhou, Tan Lai
    Henry, Ronald M. A.
    Heijman, Jordi
    Schaper, Nicolaas C.
    Koster, Annemarie
    Schram, Miranda T.
    van der Kallen, Carla J. H.
    Wesselius, Anke
    den Engelsman, Robert J. A.
    Crijns, Harry J. G. M.
    Stehouwer, Coen D. A.
    DIABETES CARE, 2020, 43 (05) : 1126 - 1133