The fractal nature of blood glucose fluctuations

被引:11
|
作者
Weissman, Amir [1 ,2 ,3 ]
Binah, Ofer [2 ,3 ,4 ,5 ]
机构
[1] Rambam Hlth Care Campus, Dept Obstet & Gynecol, IL-35254 Haifa, Israel
[2] Technion Israel Inst Technol, Ruth & Bruce Rappaport Fac Med, Haifa, Israel
[3] Dept Physiol, Haifa, Israel
[4] Sohnis Family Stem Cells Ctr, Haifa, Israel
[5] Technion Israel Inst Technol, Rappaport Family Inst Res Med Sci, IL-31096 Haifa, Israel
关键词
Glucose; Fractal; Diabetes; Pregnancy; Glucose sensors; HEART-RATE-VARIABILITY; DIABETES-MELLITUS; POINCARE PLOT; HOMEOSTASIS; COMPLEXITY; OSCILLATIONS; DYNAMICS;
D O I
10.1016/j.jdiacomp.2014.05.009
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims: Fluctuations of blood glucose are generated by multiple external and internal factors continuously modifying glucose concentrations through complex feedback loops. This equilibrium may be perturbed during physiological or pathological conditions. The traditional theory suggests that physiological systems achieve homeostasis when disturbed and restore equilibrium through linear feedback loops. Complex systems on the other hand, may function nonlinearly with feedback loops that operate at different time scales, exhibiting chaotic or fractal behavior. We hypothesized that blood glucose fluctuations recorded for prolonged time periods show chaotic, fractal-like behavior that may be altered in diabetes. Methods: We applied nonlinear analytical methods such as detrended fluctuation analysis to glucose data derived from continuous glucose monitoring devices for prolonged time periods in healthy volunteers, diabetes type 1 and pregnant diabetes type 1 patients. Results: Glucose fluctuations extracted for prolonged time periods show fractal-like behavior and power law behavior of the system. Conclusions: Hidden features underlying glucose fluctuations in health and in disease were revealed by using dynamic nonlinear analyses methods to discrete glucose readings extracted from continuous glucose monitoring devices. By using such methods we can enhance our understanding of the dynamics of blood glucose fluctuations in health and disease. (c) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:646 / 651
页数:6
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