The HbA1c threshold for diagnosis of type 2 diabetes mellitus in an adult Black South African population: A cross-sectional study from 2016 to 2020

dc.contributor.authorSafi, Wa Safi Guy Roger
dc.date.accessioned2026-08-11T08:22:10Z
dc.date.issued2025
dc.descriptionA research report submitted in fulfillment of the requirements for the Master of Science , in the Faculty of Health Sciences, School of Public Health, University of the Witwatersrand, Johannesburg, 2025
dc.description.abstractBackground Diabetes mellitus is a growing public health concern in Africa. The HbA1c threshold of 6.5% used for diagnosing diabetes is based on populations of European ancestry and may not be optimal for African populations. This study aimed to identify an optimal HbA1c threshold for the diagnosis of type 2 diabetes mellitus in a Black South African population and to compare its diagnostic performance using fasting plasma glucose (FPG) and two hour postprandial glucose (2hrPG) criteria. Methods A cross-sectional study (2016–2020) in Agincourt, Mpumalanga, was conducted among Black adults aged ≥40 years. HbA1c diagnostic performance was assessed using FPG, 2hrPG, and diabetic retinopathy as the reference standards. A receiver operating characteristic (ROC) curve analysis was used to determine optimal thresholds, sensitivity, specificity, and area under the curve (AUC). We used logistic regression to explore how HbA1c levels are associated with FPG, 2hrPG, hypertension, age, gender, and body mass index (BMI). Results Using FPG (standard diagnostic threshold ≥7.0 mmol/L) as the reference, an HbA1c threshold of 6.0% achieved a sensitivity of 100%, specificity of 83%, and AUC of 0.97.The optimal HbA1c threshold was 6.1% when compared to 2hrPG (standard diagnostic threshold ≥11.1 mmol/L), with a sensitivity of 85.0%, specificity of 85.9%, and AUC of 0.89. Diabetic retinopathy could not be meaningfully analysed as only one of 300 participants with interpretable images had diabetic retinopathy, with 157 images uninterpretable or missing. Conclusion Our findings indicate that using an HbA1c cut-off of 6.1% presents the best balance between sensitivity and specificity when compared with the results of the oral glucose tolerance test. A cut-off of 6.0% also performed very well against fasting glucose, making it useful in settings where fasting tests are more practical. This highlights the need to adapt HbA1c thresholds to local populations.
dc.description.submitterMM2026
dc.facultyFaculty of Health Sciences
dc.identifier.citationSafi, Wa Safi Guy Roger. (2025). The HbA1c threshold for diagnosis of type 2 diabetes mellitus in an adult Black South African population: A cross-sectional study from 2016 to 2020 [Master’s dissertation, University of the Witwatersrand, Johannesburg]. WIReDSpace. https://hdl.handle.net/10539/49778
dc.identifier.urihttps://hdl.handle.net/10539/49778
dc.language.isoen
dc.publisherUniversity of the Witwatersrand, Johannesburg
dc.rights© 2025 University of the Witwatersrand, Johannesburg. All rights reserved. The copyright in this work vests in the University of the Witwatersrand, Johannesburg. No part of this work may be reproduced or transmitted in any form or by any means, without the prior written permission of University of the Witwatersrand, Johannesburg.
dc.rights.holderUniversity of the Witwatersrand, Johannesburg
dc.schoolSchool of Public Health
dc.subjectUCTD
dc.subjectHbA1c
dc.subjectThreshold
dc.subjectType 2 Diabetes Mellitus
dc.subjectBlack South African Population
dc.subjectFasting Plasma Glucose (FPG)
dc.subjectTwo-hour Plasma Glucose (2hrPG)
dc.subjectDiagnostic Accuracy
dc.subjectSensitivity and Specificity
dc.subjectReceiver Operating Characteristic (ROC) Curve
dc.subjectCross-sectional Study
dc.subject.primarysdgSDG-3: Good health and well-being
dc.titleThe HbA1c threshold for diagnosis of type 2 diabetes mellitus in an adult Black South African population: A cross-sectional study from 2016 to 2020
dc.typeDissertation

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