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Identification of Impaired Second-Phase Insulin Secretion in Various Degrees of Glucose Tolerance in a Chinese Population
- Source :
- Metabolic syndrome and related disorders. 14(7)
- Publication Year :
- 2016
-
Abstract
- Impaired insulin sensitivity and insulin secretion (ISEC) are major pathophysiologies of type 2 diabetes (T2DM). ISEC has two phases: the first and second phases (second ISEC). In this study, we derived equations to identify patients with second ISEC deficiency (ISEC-D).Data from 96 patients, namely 19 with a normal fasting plasma glucose (FPG) level, 21 with prediabetes, and 56 with T2DM, were enrolled. They underwent a modified low-dose graded glucose infusion test, which was originally proposed by Polonsky et al. The test results were interpreted as the slopes of the changes of plasma insulin against the glucose levels, which were considered second ISEC. Patients with the lowest quartile of the slopes were defined as having ISEC-D. We built three models: Model 0: FPG, Model 1: FPG + waist circumference, and Model 2: Model 1 + fasting plasma insulin. The area under the receiver operating characteristic (aROC) curve was used to determine the predictive power of these models.Among the metabolic syndrome components, FPG had the largest aROC curve (78.2%). Although aROC curves of Models 1 and 2 (85.2% and 91.5%, respectively) were higher than the aROC curve of FPG, no difference was observed between Models 1 and 0. By contrast, the aROC curve of Model 2 was higher compared with Model 1.FPG showed the largest aROC curve. Model 2 had the highest predictive power, which could identify patients with ISEC-D with a sensitivity and specificity of 94.3% and 82.6%, respectively. These two models could be conveniently used in daily practice.
- Subjects :
- Adult
Blood Glucose
Male
medicine.medical_specialty
Endocrinology, Diabetes and Metabolism
030209 endocrinology & metabolism
Type 2 diabetes
030204 cardiovascular system & hematology
Prediabetic State
03 medical and health sciences
0302 clinical medicine
Glucose infusion
Diabetes mellitus
Internal medicine
Glucose Intolerance
Insulin Secretion
Internal Medicine
Medicine
Humans
Insulin
Prediabetes
Insulin secretion
Aged
Metabolic Syndrome
Chinese population
Receiver operating characteristic
business.industry
nutritional and metabolic diseases
Middle Aged
medicine.disease
Endocrinology
Quartile
Diabetes Mellitus, Type 2
Female
Insulin Resistance
business
Subjects
Details
- ISSN :
- 15578518
- Volume :
- 14
- Issue :
- 7
- Database :
- OpenAIRE
- Journal :
- Metabolic syndrome and related disorders
- Accession number :
- edsair.doi.dedup.....869bd73ec67c09ce230dab32383cdea7