Javascript must be enabled to continue!
Projected Impact of Implementing the Results of the Diabetes Prevention Program in the U.S. Population
View through CrossRef
OBJECTIVE—To determine the feasibility of using either fasting plasma glucose or HbA1c to identify individuals in the U.S. population who meet the Diabetes Prevention Program (DPP) criteria for intervention, defined as BMI ≥24 kg/m2, fasting plasma glucose level 96–125 mg/dl, and 2-h glucose level 140–199 mg/dl in an oral glucose tolerance test (OGTT).
RESEARCH DESIGN AND METHODS—Analysis of a representative sample of U.S. adults aged 40–74 years with no medical history of diabetes for whom data on height, weight, fasting plasma glucose, HbA1c, and 2-h plasma glucose during an OGTT were obtained. Sensitivity, specificity, positive predictive value (PPV), and receiver operator characteristic (ROC) curves for fasting glucose and HbA1c were determined.
RESULTS—Using BMI <24 kg/m2 as an initial criterion eliminated 27.2% of U.S. adults from further testing. Of the remaining group, 41.1% did not have to be considered for an OGTT because their fasting glucose level was below or above 96–125 mg/dl. Overall, 10.6% of adults aged 40–74 years without medical history of diabetes met the DPP eligibility criteria for intervention. Among individuals with BMI ≥24 kg/m2 and fasting glucose level 96–125 mg/dl, applying a fasting plasma glucose cutoff of ≥105 mg/dl excluded 62.5% of this group and resulted in 56.0% of those with 2-h glucose level 140–199 mg/dl in this group being identified, with a specificity of 72.0% and a PPV of 17.1%. Similar values were obtained for an HbA1c cutoff value of ≥5.5%.
CONCLUSIONS—Using data on BMI and setting cutoff values for fasting glucose and HbA1c would greatly reduce the number of individuals who would need to undergo an OGTT while achieving adequate sensitivity, specificity, and PPV.
American Diabetes Association
Title: Projected Impact of Implementing the Results of the Diabetes Prevention Program in the U.S. Population
Description:
OBJECTIVE—To determine the feasibility of using either fasting plasma glucose or HbA1c to identify individuals in the U.
S.
population who meet the Diabetes Prevention Program (DPP) criteria for intervention, defined as BMI ≥24 kg/m2, fasting plasma glucose level 96–125 mg/dl, and 2-h glucose level 140–199 mg/dl in an oral glucose tolerance test (OGTT).
RESEARCH DESIGN AND METHODS—Analysis of a representative sample of U.
S.
adults aged 40–74 years with no medical history of diabetes for whom data on height, weight, fasting plasma glucose, HbA1c, and 2-h plasma glucose during an OGTT were obtained.
Sensitivity, specificity, positive predictive value (PPV), and receiver operator characteristic (ROC) curves for fasting glucose and HbA1c were determined.
RESULTS—Using BMI <24 kg/m2 as an initial criterion eliminated 27.
2% of U.
S.
adults from further testing.
Of the remaining group, 41.
1% did not have to be considered for an OGTT because their fasting glucose level was below or above 96–125 mg/dl.
Overall, 10.
6% of adults aged 40–74 years without medical history of diabetes met the DPP eligibility criteria for intervention.
Among individuals with BMI ≥24 kg/m2 and fasting glucose level 96–125 mg/dl, applying a fasting plasma glucose cutoff of ≥105 mg/dl excluded 62.
5% of this group and resulted in 56.
0% of those with 2-h glucose level 140–199 mg/dl in this group being identified, with a specificity of 72.
0% and a PPV of 17.
1%.
Similar values were obtained for an HbA1c cutoff value of ≥5.
5%.
CONCLUSIONS—Using data on BMI and setting cutoff values for fasting glucose and HbA1c would greatly reduce the number of individuals who would need to undergo an OGTT while achieving adequate sensitivity, specificity, and PPV.
Related Results
Diabetes Awareness Among High School Students in Qatar
Diabetes Awareness Among High School Students in Qatar
Diabetes is a disease that occurs when there is an abundance of glucose in the blood stream and the body cannot produce enough insulin in the pancreas to transfer the sugar from th...
Pendidikan dan promosi kesehatan tentang diabetes mellitus
Pendidikan dan promosi kesehatan tentang diabetes mellitus
Health education and promotion about diabetes mellitus
Introduction: Diabetes mellitus in Indonesia is a serious threat to health development. The 2010 NCD World Health Organizatio...
A Multi-Polygenic Risk Score Approach Incorporating Physical Activity Genotypes for Predicting Type 2 Diabetes and Associated Comorbidities: A FinnGen Study
A Multi-Polygenic Risk Score Approach Incorporating Physical Activity Genotypes for Predicting Type 2 Diabetes and Associated Comorbidities: A FinnGen Study
ABSTRACT
Aims/hypothesis
Genetic prediction of type 2 diabetes risk has proven difficult using current methods. Recent studies have shown...
Diabetes Prediction Using Machine Learning
Diabetes Prediction Using Machine Learning
The research analyzes machine learning methods for predicting diabetes through Pima Indians Diabetes Dataset analysis. The optimization of XGBoost and Logistic Regression (LR), Sup...
The Epidemiology of Diabetes in the Manitoba-Registered First Nation Population
The Epidemiology of Diabetes in the Manitoba-Registered First Nation Population
OBJECTIVE—This study provides an overview of the epidemiology of diabetes in the Manitoba First Nation population.
RESEARCH DESIGN AND METHODS—The study uses data de...
Pengaruh Program Diabetes Self Management Education (DSME) Berbasis Keluarga terhadap Penurunan Kadar Gula Darah di Bekasi
Pengaruh Program Diabetes Self Management Education (DSME) Berbasis Keluarga terhadap Penurunan Kadar Gula Darah di Bekasi
Diabetes Self Management Education merupakan suatu proses berkelanjutan yang dilakukan untuk memfasilitasi pengetahuan, keterampilan, dan kemampuan pasien Diabetes Melitus. Penelit...
Prevalence of type-2 Diabetes Mellitus and Prediabetes using HbA1c in OGDCL Employees
Prevalence of type-2 Diabetes Mellitus and Prediabetes using HbA1c in OGDCL Employees
Objectives: A screening survey using glycosylated hemoglobin (HbA1c) as the screening tool, was conducted amid OGDCL employees across Pakistan to evaluate the occurrence of pre-dia...
Gestational Glucose Intolerance and Risk of Future Diabetes
Gestational Glucose Intolerance and Risk of Future Diabetes
<p> </p>
<p><strong>Objective:</strong> Pregnant individuals are universally screened for gestational diabetes. Gestational glucose intolerance (GGI,...

