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

被引:68
作者
Cui, Xingran [1 ]
Abduljalil, Amir [2 ]
Manor, Brad D. [3 ,4 ]
Peng, Chung-Kang [1 ,5 ]
Novak, Vera [6 ]
机构
[1] Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Div Interdisciplinary Med & Biotechnol, Boston, MA 02215 USA
[2] Ohio State Univ, Dept Radiol, Wright Ctr Innovat, Columbus, OH 43210 USA
[3] Hebrew SeniorLife, Inst Aging Res, Roslindale, MA USA
[4] Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Div Gerontol, Boston, MA 02215 USA
[5] Natl Cent Univ, Ctr Dynam Biomarkers & Translat Med, Chungli 32054, Taiwan
[6] Harvard Univ, Beth Israel Deaconess Med Ctr, Sch Med, Div Stroke,Dept Neurol, Boston, MA 02215 USA
基金
美国国家卫生研究院;
关键词
EMPIRICAL MODE DECOMPOSITION; INSULIN-SECRETION; ULTRADIAN OSCILLATIONS; CIRCADIAN RHYTHMICITY; GLUCOSE; VASOREACTIVITY; DEMENTIA;
D O I
10.1371/journal.pone.0086284
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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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页数:12
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