Skip to main content
Log in

Abnormal cerebral blood flow and brain function in type 2 diabetes mellitus

  • Original Article
  • Published:
Endocrine Aims and scope Submit manuscript

Abstract

Purpose

Type 2 diabetes mellitus (T2DM) lead to impaired cerebral blood perfusion, which leads to changes in brain function and affects the cognitive function of patients. In this study, cerebral blood flow (CBF) was used to evaluate the effect of T2DM on cerebral perfusion, and functional connectivity (FC) analysis was further used to explore whether the FC between the abnormal CBF region and the whole brain was changed. In addition, amplitude of low-frequency fluctuation (ALFF) and degree centrality (DC) were used to investigate the changes in spontaneous activity and connectivity strength of the brain network.

Methods

We recruited 40 T2DM patients and 55 healthy controls (HCs). They underwent 3D-T1WI, rs-fMRI, arterial spin labeling (ASL) sequence scans and a series of cognitive tests. Cognitive test scores and brain imaging indicators were compared between the two groups, and the relationships among laboratory indicators, cognitive test scores, and brain imaging indicators were explored in the T2DM group.

Results

Compared to HCs, The CBF values of Calcarine_L and Precuneus_R in the T2DM group were lower. The DC value of Paracentral_Lobule_L and Precuneus_L, and the ALFF value of Hippocampus_L in the T2DM group were higher. In addition, the CBF values of Calcarine_L was negatively correlated with fasting insulin and HOMA_IR.

Conclusion

This study found that there were regions of cerebral hypoperfusion in T2DM patients, which are associated with insulin resistance. In addition, we found abnormally elevated brain activity and enhanced functional connectivity in T2DM patients, which we speculated was the compensatory mechanism of brain neural activity.

Highlights

  • T2DM patients have long-term metabolic disorders that affect brain function, thus leading to the occurrence and development of cognitive impairment.

  • CBF reflects blood perfusion in the brain. ALFF and DC reflect brain local spontaneous activity and brain network connection intensity respectively.

  • The purpose of this study was to investigate the changes in brain function in T2DM patients and its relationship with cognitive impairment.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

Data availability

Some or all datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author on reasonable request.

Abbreviations

Full name:

Abbreviation

Type 2 diabetes mellitus:

T2DM

Cerebral blood flow:

CBF

Functional connectivity:

FC

Amplitude of low-frequency fluctuation:

ALFF

Degree centrality:

DC

Arterial spin labeling:

ASL

Regions of interest:

ROI

Healthy controls:

HCs

Glycated hemoglobin:

HbA1c

Fasting blood glucose:

FBG

Fasting insulin:

FINS

Homeostatic model assessment for insulin resistance:

HOMA-IR

Montreal Cognitive Assessment:

MoCA

Auditory Language Learning Test:

AVLT

Digital Span Test:

DST

Clock Drawing Test:

CDT

Grooved Pegboard Test:

GPT

Age-related white matter change:

ARWMC

Gaussian random field:

GRF

Phosphatidylinositol 3-kinase:

PI3K

Alzheimer disease:

AD

Mild cognitive impairment:

MCI

References

  1. E. Reske-Nielsen, K. Lundbaek, DIABETIC ENCEPHALOPATHY. DIFFUSE AND FOCAL LESIONS OF THE BRAIN IN LONG-TERM DIABETES[J]. Acta Neurol. Scand. Suppl. 39(4), 273–290 (1963). Suppl4

    Google Scholar 

  2. Y. Li, M. Li, Y. Feng et al. Aberrant Brain Spontaneous Activity and Synchronization in Type 2 Diabetes Mellitus Subjects Without Mild Cognitive Impairment[J]. Front Neurosci. 15, 749730 (2021)

    Article  PubMed  PubMed Central  Google Scholar 

  3. M. Li, Y. Li, Y. Liu et al. Altered Hippocampal Subfields Volumes Is Associated With Memory Function in Type 2 Diabetes Mellitus[J]. Front Neurol. 12, 756500 (2021)

    Article  PubMed  PubMed Central  Google Scholar 

  4. Y. Li, Y. Liang, X. Tan et al. Altered Functional Hubs and Connectivity in Type 2 Diabetes Mellitus Without Mild Cognitive Impairment[J]. Front Neurol. 11, 1016 (2020)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  5. S. Fantini, A. Sassaroli, K.T. Tgavalekos et al. Cerebral blood flow and autoregulation: current measurement techniques and prospects for noninvasive optical methods[J]. Neurophotonics 3(3), 031411 (2016)

    Article  PubMed  PubMed Central  Google Scholar 

  6. K.J. Bangen, M.L. Werhane, A.J. Weigand et al. Reduced Regional Cerebral Blood Flow Relates to Poorer Cognition in Older Adults With Type 2 Diabetes[J]. Front Aging Neurosci. 10, 270 (2018)

    Article  PubMed  PubMed Central  Google Scholar 

  7. X. Tan, Y. Liang, H. Zeng et al. Altered functional connectivity of the posterior cingulate cortex in type 2 diabetes with cognitive impairment[J]. Brain Imaging Behav. 13(6), 1699–1707 (2019)

    Article  PubMed  Google Scholar 

  8. American Diabetes A. 2, Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes-2019[J]. Diabetes Care 42(Suppl 1), S13–S28 (2019)

    Article  Google Scholar 

  9. L.O. Wahlund, F. Barkhof, F. Fazekas et al. A new rating scale for age-related white matter changes applicable to MRI and CT[J]. Stroke 32(6), 1318–1322 (2001)

    Article  CAS  PubMed  Google Scholar 

  10. C.G. Yan, X.D. Wang, X.N. Zuo et al. DPABI: Data Processing & Analysis for (Resting-State) Brain Imaging[J]. Neuroinformatics 14(3), 339–351 (2016)

    Article  PubMed  Google Scholar 

  11. H. Macpherson, M. Formica, E. Harris et al. Brain functional alterations in Type 2 Diabetes - A systematic review of fMRI studies[J]. Front Neuroendocrinol. 47, 34–46 (2017)

    Article  CAS  PubMed  Google Scholar 

  12. W.S. Hoogenboom, T.J. Marder, V.L. Flores et al. Cerebral white matter integrity and resting-state functional connectivity in middle-aged patients with type 2 diabetes[J]. Diabetes 63(2), 728–38. (2014)

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. A.A. Sima, H. Kamiya, Z.G. Li, Insulin, C-peptide, hyperglycemia, and central nervous system complications in diabetes[J]. Eur. J. Pharm. 490(1-3), 187–197 (2004)

    Article  CAS  Google Scholar 

  14. B. Cholerton, L.D. Baker, S. Craft, Insulin, cognition, and dementia[J]. Eur. J. Pharm. 719(1-3), 170–179 (2013)

    Article  CAS  Google Scholar 

  15. C. Buchel, O. Josephs, G. Rees et al. The functional anatomy of attention to visual motion. A functional MRI study[J]. Brain 121(Pt 7), 1281–1294 (1998)

    Article  PubMed  Google Scholar 

  16. J. Peng, H. Qu, J. Peng et al. Abnormal spontaneous brain activity in type 2 diabetes with and without microangiopathy revealed by regional homogeneity[J]. Eur. J. Radio. 85(3), 607–615 (2016)

    Article  Google Scholar 

  17. M. Kitajima, Y. Korogi, T. Hirai et al. MR changes in the calcarine area resulting from retinal degeneration[J]. AJNR Am. J. Neuroradiol. 18(7), 1291–1295 (1997)

    CAS  PubMed  PubMed Central  Google Scholar 

  18. A.E. Cavanna, M.R. Trimble, The precuneus: a review of its functional anatomy and behavioural correlates[J]. Brain 129(Pt 3), 564–583 (2006)

    Article  PubMed  Google Scholar 

  19. S.M. Hoscheidt, J.M. Kellawan, S.E. Berman et al. Insulin resistance is associated with lower arterial blood flow and reduced cortical perfusion in cognitively asymptomatic middle-aged adults[J]. J. Cereb. Blood Flow. Metab. 37(6), 2249–2261 (2017)

    Article  CAS  PubMed  Google Scholar 

  20. Y. Wang, L. Sun, G. He et al. Cerebral perfusion alterations in type 2 diabetes mellitus - a systematic review[J]. Front Neuroendocrinol. 62, 100916 (2021)

    Article  CAS  PubMed  Google Scholar 

  21. Y. Cui, X. Liang, H. Gu et al. Cerebral perfusion alterations in type 2 diabetes and its relation to insulin resistance and cognitive dysfunction[J]. Brain Imaging Behav. 11(5), 1248–1257 (2017)

    Article  PubMed  Google Scholar 

  22. C. Contreras, A. Sanchez, A. Garcia-Sacristan et al. Preserved insulin vasorelaxation and up-regulation of the Akt/eNOS pathway in coronary arteries from insulin resistant obese Zucker rats[J]. Atherosclerosis 217(2), 331–339 (2011)

    Article  CAS  PubMed  Google Scholar 

  23. G. Arcaro, A. Cretti, S. Balzano et al. Insulin causes endothelial dysfunction in humans: sites and mechanisms[J]. Circulation 105(5), 576–582 (2002)

    Article  CAS  PubMed  Google Scholar 

  24. F. Fang, M.Y. Lai, J.J. Huang et al. Compensatory Hippocampal Connectivity in Young Adults With Early-Stage Type 2 Diabetes[J]. J. Clin. Endocrinol. Metab. 104(7), 3025–3038 (2019)

    Article  PubMed  Google Scholar 

  25. H. Zhou, W. Lu, Y. Shi et al. Impairments in cognition and resting-state connectivity of the hippocampus in elderly subjects with type 2 diabetes[J]. Neurosci. Lett. 473(1), 5–10 (2010)

    Article  CAS  PubMed  Google Scholar 

  26. B.C. Dickerson, D.H. Salat, D.N. Greve et al. Increased hippocampal activation in mild cognitive impairment compared to normal aging and AD[J]. Neurology 65(3), 404–411 (2005)

    Article  CAS  PubMed  Google Scholar 

Download references

Funding

This study was supported by the Key International Cooperation Project of National Natural Science Foundation of China (Grant No. 81920108019) and National Natural Science Foundation for Young Scholars of China (Grant No. 82104698). Y.L. was supported by Excellent Doctoral Dissertation Incubation Grant of First Clinical School of Guangzhou University of Chinese Medicine (YB202003).

Author information

Authors and Affiliations

Authors

Contributions

M.L. and Y.Li designed this study and wrote the manuscript. K.Z. contributed to the statistical analysis. C.Q. administered the neuropsychological tests. Y.C. and Y.Liu did the data analysis and amended the manuscript. S.Q., X.T. and Y.Liang are the guarantors of this study and chiefly responsible for the whole process of the experiment.

Corresponding authors

Correspondence to Shijun Qiu, Xin Tan or Yi Liang.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Consent to participate

Written informed consent was obtained from all individual participants included in the study.

Ethics approval

This study was approved by the Medical Research Ethics Committee of Guangzhou University of Chinese Medicine.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Li, M., Li, Y., Zhao, K. et al. Abnormal cerebral blood flow and brain function in type 2 diabetes mellitus. Endocrine (2023). https://doi.org/10.1007/s12020-023-03342-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s12020-023-03342-6

Keywords

Navigation