Glucose Variability: Timing, Risk Analysis, and Relationship to Hypoglycemia in Diabetes

被引:180
作者
Kovatchev, Boris [1 ]
Cobelli, Claudio [2 ]
机构
[1] Univ Virginia, Ctr Diabet Technol, Charlottesville, VA USA
[2] Univ Padua, Dept Informat Engn, Padua, Italy
基金
美国国家卫生研究院;
关键词
INTENSIVE INSULIN THERAPY; GLYCEMIC VARIABILITY; BLOOD-GLUCOSE; COMPLICATIONS; COUNTERREGULATION; INDEXES; MATTER;
D O I
10.2337/dc15-2035
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Glucose control, glucose variability (GV), and risk for hypoglycemia are intimately related, and it is now evident that GV is important in both the physiology and pathophysiology of diabetes. However, its quantitative assessment is complex because blood glucose (BG) fluctuations are characterized by both amplitude and timing. Additional numerical complications arise from the asymmetry of the BG scale. In this Perspective, we focus on the acute manifestations of GV, particularly on hypoglycemia, and review measures assessing the amplitude of GV from routine self-monitored BG data, as well as its timing from continuous glucose monitoring (CGM) data. With availability of CGM, the latter is not only possible but also a requirement-we can now assess rapid glucose fluctuations in real time and relate their speed and magnitude to clinically relevant outcomes. Our primary message is that diabetes control is all about optimization and balance between two key markers-frequency of hypoglycemia and HbA(1c) reflecting average BG and primarily driven by the extent of hyperglycemia. GV is a primary barrier to this optimization, including to automated technologies such as the "artificial pancreas." Thus, it is time to standardize GV measurement and thereby streamline the assessment of its two most important components-amplitude and timing.
引用
收藏
页码:502 / 510
页数:9
相关论文
共 51 条
[1]   DEFECTIVE GLUCOSE COUNTERREGULATION AFTER STRICT GLYCEMIC CONTROL OF INSULIN-DEPENDENT DIABETES-MELLITUS [J].
AMIEL, SA ;
TAMBORLANE, WV ;
SIMONSON, DC ;
SHERWIN, RS .
NEW ENGLAND JOURNAL OF MEDICINE, 1987, 316 (22) :1376-1383
[2]   EFFECT OF INTENSIVE INSULIN THERAPY ON GLYCEMIC THRESHOLDS FOR COUNTERREGULATORY HORMONE-RELEASE [J].
AMIEL, SA ;
SHERWIN, RS ;
SIMONSON, DC ;
TAMBORLANE, WV .
DIABETES, 1988, 37 (07) :901-907
[3]   Hypoglycemia in the diabetes control and complications trial [J].
不详 .
DIABETES, 1997, 46 (02) :271-286
[4]   Glycemic Variability and Diabetes Complications: Does It Matter? Simply Put, There Are Better Glycemic Markers! [J].
Bergenstal, Richard M. t .
DIABETES CARE, 2015, 38 (08) :1615-1621
[5]  
Childs BP, 2005, DIABETES CARE, V28, P1245
[6]   Statistical Tools to Analyze Continuous Glucose Monitor Data [J].
Clarke, William ;
Kovatchev, Boris .
DIABETES TECHNOLOGY & THERAPEUTICS, 2009, 11 :S45-S54
[7]   Advancing Our Understanding of the Glucose System via Modeling: A Perspective [J].
Cobelli, Claudio ;
Dalla Man, Chiara ;
Pedersen, Morten Gram ;
Bertoldo, Alessandra ;
Toffolo, Gianna .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2014, 61 (05) :1577-1592
[8]   The Oral Minimal Model Method [J].
Cobelli, Claudio ;
Dalla Man, Chiara ;
Toffolo, Gianna ;
Basu, Rita ;
Vella, Adrian ;
Rizza, Robert .
DIABETES, 2014, 63 (04) :1203-1213
[9]   Prediction of severe hypoglycemia [J].
Cox, Daniel J. ;
Gonder-Frederick, Linda ;
Ritterband, Lee ;
Clarke, William ;
Kovatchev, Boris P. .
DIABETES CARE, 2007, 30 (06) :1370-1373
[10]  
CRYER PE, 1985, NEW ENGL J MED, V313, P232