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] Bone microarchitecture and strength assessed by HRpQCT in individuals with type 2 diabetes and prediabetes: the Maastricht study
    Van Hulten, Veerle
    Sarodnik, Cindy
    Driessen, Johanna H. M.
    Viggers, Rikke
    Rasmussen, Nicklas H.
    Geusens, Piet P. M. M.
    Schaper, Nicolaas
    Schram, Miranda T.
    De Galan, Bastiaan E.
    Koster, Annemarie
    Bours, Sandrine P. G.
    Vestergaard, Peter
    Stehouwer, Coen D. A.
    van den Bergh, Joop P.
    JBMR PLUS, 2024, 8 (09)
  • [22] Both type 2 diabetes and prediabetes are associated with low heart rate variability: the Maastricht Study
    Coopmans, C.
    Henry, R.
    Heijman, J.
    Koster, A.
    Dagnelie, P.
    Schaper, N.
    van der Kallen, C.
    den Engelsman, R.
    Crijns, H.
    Stehouwer, C.
    DIABETOLOGIA, 2017, 60 : S77 - S78
  • [23] 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)
  • [24] The association of early life socioeconomic conditions with prediabetes and type 2 diabetes: results from the Maastricht study
    Derks, Ivonne P. M.
    Koster, Annemarie
    Schram, Miranda T.
    Stehouwer, Coen D. A.
    Dagnelie, Pieter C.
    Groffen, Danielle A. I.
    Bosma, Hans
    INTERNATIONAL JOURNAL FOR EQUITY IN HEALTH, 2017, 16
  • [25] The association of early life socioeconomic conditions with prediabetes and type 2 diabetes: results from the Maastricht study
    Ivonne P. M. Derks
    Annemarie Koster
    Miranda T. Schram
    Coen D. A. Stehouwer
    Pieter C. Dagnelie
    Danielle A. I. Groffen
    Hans Bosma
    International Journal for Equity in Health, 16
  • [26] Effects of prediabetes and type 2 diabetes on cognitive functions
    Sen, Gulin Alkan
    Tanrikulu, Seher
    Beser, Birsu
    Akcakalem, Sukriye
    Cakir, Sibel
    Dinccag, Nevin
    ENDOCRINE, 2024, 85 (01) : 190 - 195
  • [28] Altered Whole-Brain Functional Topological Organization and Cognitive Function in Type 2 Diabetes Mellitus Patients
    Qin, Chunhong
    Liang, Yi
    Tan, Xin
    Leng, Xi
    Lin, Huan
    Zeng, Hui
    Zhang, Chi
    Yang, Jinquan
    Li, Yifan
    Zheng, Yanting
    Qiu, Shijun
    FRONTIERS IN NEUROLOGY, 2019, 10
  • [29] Network efficiency of functional brain connectomes altered in type 2 diabetes patients with and without mild cognitive impairment
    Li, Juan
    Zhang, Qiang
    Wang, Juan
    Xiong, Ying
    Zhu, Wenzhen
    DIABETOLOGY & METABOLIC SYNDROME, 2024, 16 (01):
  • [30] Loss of temporal peripapillary retinal nerve fibers in prediabetes or type 2 diabetes without diabetic retinopathy: The Maastricht Study
    Schouten, J. S. A. G.
    De Clerck, E. E. B.
    Berendschot, T. T. J. M.
    Beckers, H. J. M.
    Schaper, N. C.
    Schram, M. T.
    Stehouwer, C. D. A.
    Webers, C. A. B.
    ACTA OPHTHALMOLOGICA, 2017, 95 : 26 - 26