4.6 Article

Multi-Scale Glycemic Variability: A Link to Gray Matter Atrophy and Cognitive Decline in Type 2 Diabetes

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PLOS ONE
卷 9, 期 1, 页码 -

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PUBLIC LIBRARY SCIENCE
DOI: 10.1371/journal.pone.0086284

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资金

  1. National Institutes of Health (NIH)-National Institute on Aging (NIA) [1R01-AG-0287601-A2]
  2. National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK) [5R21-DK-084463-02]
  3. American Diabetes Association (ADA) [1-06-CR-25]
  4. National Science Council of Taiwan [NSC 100-2911-I-008-001]
  5. Harvard Catalyst [1KL2RR025757-04]
  6. Harvard Clinical and Translational Science Center (NIH) [KL2 RR 025757]
  7. Center for Dynamical Biomarkers and Translational Medicine, National Central University, Taiwan [NSC 101-2911-I-008-001]
  8. China Scholarship Council, China (CSC) [2010695013]
  9. Harvard Catalyst \ The Harvard Clinical and Translational Science Center (National Center for Research Resources) [8UL1TR000170-05]
  10. Harvard Catalyst \ The Harvard Clinical and Translational Science Center (National Center for Advancing Translational Sciences, National Institutes of Health) [8UL1TR000170-05]
  11. Harvard University and its affiliated academic health care centers
  12. Wright Center of Innovation, Dept. of radiology, The Ohio State University
  13. National Central University, Taiwan [NSC 101-2911-I-008-001]
  14. Harvard Clinical and Translational Science Center (National Center for Research Resources) [1KL2RR025757-04]
  15. Harvard Clinical and Translational Science Center (National Center for Advancing Translational Sciences, National Institutes of Health) [8KL2TR000168-05]
  16. [NIDDK-5R21-DK-084463-02]
  17. [NIA-1R01-AG-0287601-A2]
  18. [ADA(1-06-CR-25)]

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Objective: Type 2 diabetes mellitus (DM) accelerates brain aging and cognitive decline. Complex interactions between hyperglycemia, glycemic variability and brain aging remain unresolved. This study investigated the relationship between glycemic variability at multiple time scales, brain volumes and cognition in type 2 DM. Research Design and Methods: Forty-three older adults with and 26 without type 2 DM completed 72-hour continuous glucose monitoring, cognitive tests and anatomical MRI. We described a new analysis of continuous glucose monitoring, termed Multi-Scale glycemic variability (Multi-Scale GV), to examine glycemic variability at multiple time scales. Specifically, Ensemble Empirical Mode Decomposition was used to identify five unique ultradian glycemic variability cycles (GVC(1-5)) that modulate serum glucose with periods ranging from 0.5-12 hrs. Results: Type 2 DM subjects demonstrated greater variability in GVC(3-5) (period 2.0-12 hrs) than controls (P<0.0001), during the day as well as during the night. Multi-Scale GV was related to conventional markers of glycemic variability (e. g. standard deviation and mean glycemic excursions), but demonstrated greater sensitivity and specificity to conventional markers, and was associated with worse long-term glycemic control (e. g. fasting glucose and HbA1c). Across all subjects, those with greater glycemic variability within higher frequency cycles (GVC(1-3); 0.5-2.0 hrs) had less gray matter within the limbic system and temporo-parietal lobes (e. g. cingulum, insular, hippocampus), and exhibited worse cognitive performance. Specifically within those with type 2 DM, greater glycemic variability in GVC(2-3) was associated with worse learning and memory scores. Greater variability in GVC(5) was associated with longer DM duration and more depression. These relationships were independent of HbA1c and hypoglycemic episodes. Conclusions: Type 2 DM is associated with dysregulation of glycemic variability over multiple scales of time. These time-scale-dependent glycemic fluctuations might contribute to brain atrophy and cognitive outcomes within this vulnerable population.

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