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Burden of Diabetes and First Evidence for the Utility of HbA1c for Diagnosis and Detection of Diabetes in Urban Black South Africans: The Durban Diabetes Study
- Source :
- PLoS ONE, Vol 11, Iss 8, p e0161966 (2016), PLoS ONE
- Publication Year :
- 2016
- Publisher :
- Public Library of Science (PLoS), 2016.
-
Abstract
- OBJECTIVE: Glycated haemoglobin (HbA1c) is recommended as an additional tool to glucose-based measures (fasting plasma glucose [FPG] and 2-hour plasma glucose [2PG] during oral glucose tolerance test [OGTT]) for the diagnosis of diabetes; however, its use in sub-Saharan African populations is not established. We assessed prevalence estimates and the diagnosis and detection of diabetes based on OGTT, FPG, and HbA1c in an urban black South African population. RESEARCH DESIGN AND METHODS: We conducted a population-based cross-sectional survey using multistage cluster sampling of adults aged ≥18 years in Durban (eThekwini municipality), KwaZulu-Natal. All participants had a 75-g OGTT and HbA1c measurements. Receiver operating characteristic (ROC) analysis was used to assess the overall diagnostic accuracy of HbA1c, using OGTT as the reference, and to determine optimal HbA1c cut-offs. RESULTS: Among 1190 participants (851 women, 92.6% response rate), the age-standardised prevalence of diabetes was 12.9% based on OGTT, 11.9% based on FPG, and 13.1% based on HbA1c. In participants without a previous history of diabetes (n = 1077), using OGTT as the reference, an HbA1c ≥48 mmol/mol (6.5%) detected diabetes with 70.3% sensitivity (95%CI 52.7-87.8) and 98.7% specificity (95%CI 97.9-99.4) (AUC 0.94 [95%CI 0.89-1.00]). Additional analyses suggested the optimal HbA1c cut-off for detection of diabetes in this population was 42 mmol/mol (6.0%) (sensitivity 89.2% [95%CI 78.6-99.8], specificity 92.0% [95%CI: 90.3-93.7]). CONCLUSIONS: In an urban black South African population, we found a high prevalence of diabetes and provide the first evidence for the utility of HbA1c for the diagnosis and detection of diabetes in black Africans in sub-Saharan Africa.
- Subjects :
- Blood Glucose
Male
Urban Population
endocrine system diseases
Cross-sectional study
Physiology
Oral Glucose Suppression Test
lcsh:Medicine
Blood Pressure
Biochemistry
Vascular Medicine
South Africa
0302 clinical medicine
Endocrinology
Cost of Illness
Cost of illness
Prevalence
Medicine and Health Sciences
Diabetes diagnosis and management
Public and Occupational Health
030212 general & internal medicine
lcsh:Science
Multidisciplinary
Traditional medicine
Fasting
Hematology
Middle Aged
3. Good health
Body Fluids
Blood
Population Surveillance
Female
Anatomy
Research Article
Adult
HbA1c
Adolescent
Endocrine Disorders
Physical activity
Black People
030209 endocrinology & metabolism
Blood Plasma
03 medical and health sciences
Young Adult
Diabetes mellitus
Environmental health
parasitic diseases
medicine
Diabetes Mellitus
Humans
Hemoglobin
Aged
Glycated Hemoglobin
Pharmacology
Biology and life sciences
Diabetes diagnosis
business.industry
lcsh:R
Urban Health
Proteins
nutritional and metabolic diseases
Physical Activity
Glucose Tolerance Test
medicine.disease
Diagnostic medicine
Pharmacologic-Based Diagnostics
Cross-Sectional Studies
Hird
ROC Curve
Metabolic Disorders
Glucose Tolerance Tests
lcsh:Q
business
Subjects
Details
- Language :
- English
- ISSN :
- 19326203
- Volume :
- 11
- Issue :
- 8
- Database :
- OpenAIRE
- Journal :
- PLoS ONE
- Accession number :
- edsair.doi.dedup.....a5b5cb1ed3289a461a754e051eb01c81