Functional Brain Networks Are Altered in Type 2 Diabetes and Prediabetes: Signs for Compensation of Cognitive Decrements? The Maastricht Study

被引:51
|
作者
van Bussel, Frank C. G. [1 ,2 ,3 ]
Backes, Walter H. [1 ,2 ,3 ,4 ]
van Veenendaal, Tamar M. [1 ,2 ,3 ]
Hofman, Paul A. M. [1 ,2 ,3 ]
van Boxtel, Martin P. J. [3 ,5 ]
Schram, Miranda T. [4 ,6 ]
Sep, Simone J. S. [4 ,6 ]
Dagnelie, Pieter C. [4 ,7 ,8 ]
Schaper, Nicolaas [4 ,6 ,8 ]
Stehouwer, Coen D. A. [4 ,6 ]
Wildberger, Joachim E. [1 ,2 ,4 ]
Jansen, Jacobus F. A. [1 ,2 ,3 ]
机构
[1] Maastricht Univ, Med Ctr, Dept Radiol, Maastricht, Netherlands
[2] Maastricht Univ, Med Ctr, Dept Nucl Med, Maastricht, Netherlands
[3] Maastricht Univ, Med Ctr, Sch Mental Hlth & Neurosci, Maastricht, Netherlands
[4] Maastricht Univ, Med Ctr, Cardiovasc Res Inst Maastricht, Maastricht, Netherlands
[5] Maastricht Univ, Med Ctr, Dept Psychiat & Neuropsychol, Maastricht, Netherlands
[6] Maastricht Univ, Med Ctr, Dept Internal Med, Maastricht, Netherlands
[7] Maastricht Univ, Med Ctr, Dept Epidemiol, Maastricht, Netherlands
[8] Maastricht Univ, Med Ctr, CAPHRI Sch Publ Hlth & Primary Care, Maastricht, Netherlands
关键词
PARTICIPANTS AGED 24-81; METABOLIC SYNDROME; NORMATIVE DATA; CONNECTIVITY CHANGES; WORKING-MEMORY; STATE; RISK; EDUCATION; DEMENTIA; MELLITUS;
D O I
10.2337/db16-0128
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Type 2 diabetes is associated with cognitive decrements, accelerated cognitive decline, and increased risk for dementia. Patients with the metabolic syndrome, a major risk factor for diabetes, may display comparable cognitive decrements as seen in type 2 diabetes. Currently, the impact of diabetes and prediabetes on cognition and the underlying organization of functional brain networks still remain to be elucidated. This study investigated whether functional brain networks are affected in type 2 diabetes and prediabetes. Forty-seven participants with diabetes, 47 participants with prediabetes, and 45 control participants underwent detailed cognitive testing and 3-Tesla resting state functional MRI. Graph theoretical network analysis was performed to investigate alterations in functional cerebral networks. Participants with diabetes displayed altered network measures, characterized by a higher normalized cluster coefficient and higher local efficiency, compared with control participants. The network measures of the participants with prediabetes fell between those with diabetes and control participants. Lower processing speed was associated with shorter path length and higher global efficiency. Participants with type 2 diabetes have altered functional brain networks. This alteration is already apparent in the prediabetic stage to a somewhat lower level, hinting at functional reorganization of the cerebral networks as a compensatory mechanism for cognitive decrements.
引用
收藏
页码:2404 / 2413
页数:10
相关论文
共 50 条
  • [21] The Maastricht Study: an extensive phenotyping study on determinants of type 2 diabetes, its complications and its comorbidities
    Schram, Miranda T.
    Sep, Simone J. S.
    van der Kallen, Carla J.
    Dagnelie, Pieter C.
    Koster, Annemarie
    Schaper, Nicolaas
    Henry, Ronald M. A.
    Stehouwer, Coen D. A.
    EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2014, 29 (06) : 439 - 451
  • [22] Prevalent Morphometrically Assessed Vertebral Fractures in Individuals With Type 2 Diabetes, Prediabetes and Normal Glucose Metabolism: The Maastricht Study
    van Hulten, Veerle
    Sarodnik, Cindy
    Driessen, Johanna H. M.
    Schaper, Nicolaas C.
    Geusens, Piet P. M. M.
    Webers, Carol A. B.
    Dinant, Geert-Jan
    Ottenheijm, Ramon P. G.
    Rasmussen, Nicklas H.
    Viggers, Rikke
    Stehouwer, Coen D. A.
    van der Kallen, Carla J. H.
    Schram, Miranda T.
    Bours, Sandrine P. G.
    Dagnelie, Pieter C.
    van den Bergh, Joop P.
    FRONTIERS IN ENDOCRINOLOGY, 2022, 13
  • [23] Loss of Temporal Peripapillary Retinal Nerve Fibers in Prediabetes or Type 2 Diabetes Without Diabetic Retinopathy: The Maastricht Study
    De Clerck, Eline E. B.
    Schouten, Jan S. A. G.
    Berendschot, Tos T. J. M.
    Beckers, Henny J. M.
    Schaper, Nicolaas C.
    Schram, Miranda T.
    Stehouwer, Coen D. A.
    Webers, Carroll A. B.
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2017, 58 (02) : 1017 - 1027
  • [24] Associations of Advanced Glycation End-Products With Cognitive Functions in Individuals With and Without Type 2 Diabetes: The Maastricht Study
    Spauwen, P. J. J.
    van Eupen, M. G. A.
    Kohler, S.
    Stehouwer, C. D. A.
    Verhey, F. R. J.
    van der Kallen, C. J. H.
    Sep, S. J. S.
    Koster, A.
    Schaper, N. C.
    Dagnelie, P. C.
    Schalkwijk, C. G.
    Schram, M. T.
    van Boxtel, M. P. J.
    JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 2015, 100 (03) : 951 - 960
  • [25] Altered Functional Network Connectivity of Precuneus and Executive Control Networks in Type 2 Diabetes Mellitus Without Cognitive Impairment
    Wu, Jinjian
    Kang, Shangyu
    Su, Jianpo
    Liu, Kai
    Fan, Liangwei
    Ma, Xiaomeng
    Tan, Xin
    Huang, Haoming
    Feng, Yue
    Chen, Yuna
    Lyu, Wenjiao
    Zeng, Lingli
    Qiu, Shijun
    Hu, Dewen
    FRONTIERS IN NEUROSCIENCE, 2022, 16
  • [26] Altered Hippocampal White Matter Connectivity in Type 2 Diabetes Mellitus and Memory Decrements
    van Bussel, F. C. G.
    Backes, W. H.
    Hofman, P. A. M.
    van Boxtel, M. P. J.
    Schram, M. T.
    Stehouwer, C. D. A.
    Wildberger, J. E.
    Jansen, J. F. A.
    JOURNAL OF NEUROENDOCRINOLOGY, 2016, 28 (03)
  • [27] Altered functional connectivity of the posterior cingulate cortex in type 2 diabetes with cognitive impairment
    Tan, Xin
    Liang, Yi
    Zeng, Hui
    Qin, Chunhong
    Li, Yifan
    Yang, Jinquan
    Qiu, Shijun
    BRAIN IMAGING AND BEHAVIOR, 2019, 13 (06) : 1699 - 1707
  • [28] Social Network Characteristics Are Associated With Type 2 Diabetes Complications: The Maastricht Study
    Brinkhues, Stephanie
    Dukers-Muijrers, Nicole H. T. M.
    Hoebe, Christian J. P. A.
    van der Kallen, Carla J. H.
    Koster, Annemarie
    Henry, Ronald M. A.
    Stehouwer, Coen D. A.
    Savelkoul, Paul H. M.
    Schaper, Nicolaas C.
    Schram, Miranda T.
    DIABETES CARE, 2018, 41 (08) : 1654 - 1662
  • [29] Severe Hypoglycemia and Cognitive Decline in Older People With Type 2 Diabetes: The Edinburgh Type 2 Diabetes Study
    Feinkohl, Insa
    Aung, Phyu Phyu
    Keller, Marketa
    Robertson, Christine M.
    Morling, Joanne R.
    McLachlan, Stela
    Deary, Ian J.
    Frier, Brian M.
    Strachan, Mark W. J.
    Price, Jackie F.
    DIABETES CARE, 2014, 37 (02) : 507 - 515
  • [30] Sex differences in body composition in people with prediabetes and type 2 diabetes as compared with people with normal glucose metabolism: the Maastricht Study
    de Ritter, Rianneke
    Sep, Simone J. S.
    van Greevenbroek, Marleen M. J.
    Kusters, Yvo H. A. M.
    Vos, Rimke C.
    Bots, Michiel L.
    Kooi, M. Eline
    Dagnelie, Pieter C.
    Eussen, Simone J. P. M.
    Schram, Miranda T.
    Koster, Annemarie
    Brouwers, Martijn C. G.
    van der Sangen, Niels M. R.
    Peters, Sanne A. E.
    van der Kallen, Carla J. H.
    Stehouwer, Coen D. A.
    DIABETOLOGIA, 2023, 66 (05) : 861 - 872