What is the best predictor of future type 2 diabetes?

被引:297
作者
Abdul-Ghani, Muhammad A.
Williams, Ken
DeFronzo, Ralph A.
Stern, Michael
机构
[1] Univ Texas, Hlth Sci Ctr, Diabet Div, San Antonio, TX 78229 USA
[2] Univ Texas, Hlth Sci Ctr, Div Clin Epidemiol, San Antonio, TX 78229 USA
关键词
D O I
10.2337/dc06-1331
中图分类号
R5 [内科学];
学科分类号
1002 [临床医学]; 100201 [内科学];
摘要
OBJECTIVE - We sought to assess insulin secretion/insulin resistance index in predicting the risk for future type 2 diabetes. RESEARCH DESIGN AND METHODS - A total of 1,551 nondiabetic subjects from the San Antonio Heart Study received an oral glucose tolerance test (OGTT) with measurement of plasma glucose and insulin concentrations at 0, 30, 60, and 120 min at baseline and after 7- 8 years of follow-up. Insulin secretion/insulin resistance index was calculated as the product of Matsuda index and Delta I0-30/Delta G(0-30) or Delta I0-120/Delta G(0-120). The discriminatory power of various prediction models for development of type 2 diabetes was tested with the area under the receiver-operating characteristic (ROC) curve. RESULTS - insulin secretion/insulin resistance index (0- to 30- and 0- to 120-min time periods) had the greatest areas under the ROC curve (0.85 and 0.86, respectively), which were significantly greater than the 2-h plasma glucose concentration during the CGTT or the San Antonio Diabetes Prediction Model (SADPM) (P < 0.001 and P < 0.0001, respectively). A model based on the combination of the SADPM and a modified version of the insulin secretion/insulin resistance index or I-h plasma glucose concentration had equal power to predict the risk for future type 2 diabetes compared with the insulin secretion/insulin resistance index. CONCLUSIONS - The insulin secretion/insulin resistance index is useful as a predictor of future development of type 2 diabetes. A model based on the combination of the SADPM and either a modified version of the insulin secretion/insulin resistance index or 1-h plasma glucose concentration can equally predict future type 2 diabetes.
引用
收藏
页码:1544 / 1548
页数:5
相关论文
共 27 条
[1]
Rapid rise in the incidence of type 2 diabetes from 1987 to 1996 - Results from the San Antonio Heart Study [J].
Burke, JP ;
Williams, K ;
Gaskill, SP ;
Hazuda, HP ;
Haffner, SM ;
Stern, MP .
ARCHIVES OF INTERNAL MEDICINE, 1999, 159 (13) :1450-1456
[2]
Acarbose for prevention of type 2 diabetes mellitus: the STOPNIDDM randomised trial [J].
Chiasson, JL ;
Josse, RG ;
Gomis, R ;
Hanefeld, M ;
Karasik, A ;
Laakso, M .
LANCET, 2002, 359 (9323) :2072-2077
[3]
DEFRONZO RA, 1979, AM J PHYSIOL, V237, pE214
[4]
THE TRIUMVIRATE - BETA-CELL, MUSCLE, LIVER - A COLLUSION RESPONSIBLE FOR NIDDM [J].
DEFRONZO, RA .
DIABETES, 1988, 37 (06) :667-687
[5]
COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[6]
Diabetes Prevention Progam, 2005, DIABETES, V54, P1150
[7]
Predictors of progression from impaired glucose tolerance to NIDDM - An analysis of six prospective studies [J].
Edelstein, SL ;
Knowler, WC ;
Bain, RP ;
Andres, R ;
BarrettConnor, EL ;
Dowse, GK ;
Haffner, SM ;
Pettitt, DJ ;
Sorkin, JD ;
Muller, DC ;
Collins, VR ;
Hamman, RF .
DIABETES, 1997, 46 (04) :701-710
[8]
Impact of the increasign burden of diabetes on acute myocardial infarction in New York City - 1990-2000 [J].
Fang, J ;
Alderman, MH .
DIABETES, 2006, 55 (03) :768-773
[9]
TRENDS IN ACUTE MYOCARDIAL-INFARCTION AND CORONARY HEART-DISEASE DEATH IN THE UNITED-STATES [J].
GILLUM, RF .
JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY, 1994, 23 (06) :1273-1277
[10]
Group DPPR., 2002, N Engl J Med, V346, P393, DOI [DOI 10.1056/NEJMOA012512, 10.1056/NEJMoa012512]