Rate of Hypoglycemia in Insulin-Treated Patients with Type 2 Diabetes Can Be Predicted from Glycemic Variability Data

被引:95
作者
Qu, Yongming [2 ]
Jacober, Scott J. [2 ]
Zhang, Qianyi [2 ]
Wolka, Linda L. [2 ]
DeVries, J. Hans [1 ]
机构
[1] Univ Amsterdam, Acad Med Ctr, Dept Internal Med, NL-1105 AZ Amsterdam, Netherlands
[2] Eli Lilly & Co, Indianapolis, IN 46285 USA
关键词
LISPRO PROTAMINE SUSPENSION; GLUCOSE VARIABILITY; BLOOD-GLUCOSE; TRIAL; GLARGINE; MELLITUS;
D O I
10.1089/dia.2012.0099
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: We set out to study the relationship between different measures of glycemic variability and the rate of hypoglycemia in patients with type 2 diabetes. Subjects and Methods: Data were pooled from three 24-week insulin trials including patients on twice-daily (BID) insulin lispro mix 75/25 (75% insulin lispro protamine suspension, 25% insulin lispro) (n = 805), daily (QD) insulin glargine (n = 1,019), insulin lispro protamine suspension (n = 353) (QD or BID), and insulin detemir (n = 166) (QD or BID), all with continuation of prestudy oral antihyperglycemic medications. Glycemic variability measures were derived from seven-point self-monitored blood glucose profiles. Results: At baseline, mean (+/- SD) age was 56.9 +/- 9.7 years, duration of type 2 diabetes was 9.5 +/- 6.1 years, hemoglobin A1c (HbA1c) was 8.9 +/- 1.1%, and 51.9% were male. Intra-day glucose coefficient of variation (CV), fasting blood glucose, intra-day minimum glucose and inter-day glucose CV at 24 weeks, and intra-day glucose CV at baseline were significantly correlated with the rate of hypoglycemia events between Weeks 12 to 24 (P < 0.05 for all measures). Conclusions: Intra-day and inter-day glycemic variability is significantly associated with the risk of hypoglycemia in insulin-treated patients with type 2 diabetes, even after adjusting for mean glucose and HbA1c. The intra-day glycemic variability before starting insulin is significantly associated with the risk of hypoglycemia during insulin treatment, which points at treatment-and patient-related factors mediating this relationship.
引用
收藏
页码:1008 / 1012
页数:5
相关论文
共 15 条
  • [1] DURAbility of Basal Versus Lispro Mix 75/25 Insulin Efficacy (DURABLE) Trial 24-Week Results Safety and efficacy of insulin lispro mix 75/25 versus insulin glargine added to oral antihyperglycemic drugs in patients with type 2 diabetes
    Buse, John B.
    Woleeenbuttel, Bruce H. R.
    Herman, William H.
    Shemonsky, Natalie K.
    Jiang, Honghua H.
    Fahrbach, Jessie L.
    Scism-Bacon, Jamie L.
    Martin, Sherry A.
    [J]. DIABETES CARE, 2009, 32 (06) : 1007 - 1013
  • [2] FREQUENCY OF SEVERE HYPOGLYCEMIA IN INSULIN-DEPENDENT DIABETES-MELLITUS CAN BE PREDICTED FROM SELF-MONITORING BLOOD-GLUCOSE DATA
    COX, DJ
    KOVATCHEV, BP
    JULIAN, DM
    GONDERFREDERICK, LA
    POLONSKY, WH
    SCHLUNDT, DG
    CLARKE, WL
    [J]. JOURNAL OF CLINICAL ENDOCRINOLOGY & METABOLISM, 1994, 79 (06) : 1659 - 1662
  • [3] A randomized, treat-to-target trial comparing insulin lispro protamine suspension and insulin detemir in insulin-naive patients with Type 2 diabetes
    Fogelfeld, L.
    Dharmalingam, M.
    Robling, K.
    Jones, C.
    Swanson, D.
    Jacober, S.
    [J]. DIABETIC MEDICINE, 2010, 27 (02) : 181 - 188
  • [4] Greedy function approximation: A gradient boosting machine
    Friedman, JH
    [J]. ANNALS OF STATISTICS, 2001, 29 (05) : 1189 - 1232
  • [5] Stochastic gradient boosting
    Friedman, JH
    [J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2002, 38 (04) : 367 - 378
  • [6] Glucose variability is associated with intensive care unit mortality
    Hermanides, Jeroen
    Vriesendorp, Titia M.
    Bosman, Robert J.
    Zandstra, Durk F.
    Hoekstra, Joost B.
    DeVries, J. Hans
    [J]. CRITICAL CARE MEDICINE, 2010, 38 (03) : 838 - 842
  • [7] Relating mean blood glucose and glucose variability to the risk of multiple episodes of hypoglycaemia in type 1 diabetes
    Kilpatrick, E. S.
    Rigby, A. S.
    Goode, K.
    Atkin, S. L.
    [J]. DIABETOLOGIA, 2007, 50 (12) : 2553 - 2561
  • [8] Evaluation of a new measure of blood glucose variability in diabetes
    Kovatchev, Boris P.
    Otto, Erik
    Cox, Daniel
    Gonder-Frederick, Linda
    Clarke, William
    [J]. DIABETES CARE, 2006, 29 (11) : 2433 - 2438
  • [9] The Contribution of Glucose Variability to Asymptomatic Hypoglycemia in Persons with Type 2 Diabetes
    Monnier, Louis
    Wojtusciszyn, Anne
    Colette, Claude
    Owens, David
    [J]. DIABETES TECHNOLOGY & THERAPEUTICS, 2011, 13 (08) : 813 - 818
  • [10] A Probabilistic model for predicting hypoglycemia in type 2 diabetes mellitus - The diabetes outcomes in veterans study (DOVES)
    Murata, GH
    Hoffman, RM
    Shah, JH
    Wendel, CS
    Duckworth, WC
    [J]. ARCHIVES OF INTERNAL MEDICINE, 2004, 164 (13) : 1445 - 1450