The diagnostic accuracy of HbA1c, compared to the oral glucose tolerance test, for screening for type 2 diabetes mellitus in Africa — A systematic review and meta-analysis
The diagnostic accuracy of HbA1c, compared to the oral glucose tolerance test, for screening for type 2 diabetes mellitus in Africa — A systematic review and meta-analysis
Objective
To assess the diagnostic accuracy of glycated haemoglobin A1c (HbA1c), compared to fasting plasma glucose (FPG) and the oral glucose tolerance test (OGTT), in screening for type 2 diabetes (T2D) in Africa.
Methods
We systematically searched databases for studies that compared the HbA1c to either the OGTT, or the FPG for T2D diagnosis were included. The QUADAS 2 tool was used for assessing the quality of included studies. We used the split component synthesis (SCS) method for the meta-analysis of diagnostic accuracy studies to pool the studies for meta-analysis of sensitivity and specificity, primarily at the HbA1c ≥48 mmol/mol (6.5%) cut-off and at other cut-offs. We assessed heterogeneity using the I2 statistic and publication bias using Doi plots.
Results
Eleven studies, from seven African countries, with 12,925 participants, were included. Against the OGTT, HbA1c ≥48 mmol/mol (6.5%) had a pooled sensitivity of 57.7% (95% confidence interval [CI] 43.4–70.9) and specificity of 92.3% (95% CI 83.9–96.5). Against the FPG, HbA1c ≥48 mmol/mol (6.5%) had a pooled sensitivity of 64.5% (95% CI 50.5–76.4) and specificity of 94.3% (95% CI 87.9–97.5). The highest sensitivity for HbA1c, against the OGTT, was at the 42 mmol/mol (6.0%) cut-off.
Conclusion
In Africa, the HbA1c ≥48 mmol/mol (6.5%) cut-off may miss almost half of the individuals with T2D based on blood glucose measures.
Africa, diagnostic accuracy, glycated haemoglobin A(1c), sensitivity, specificity, type 2 diabetes mellitus
Chivese, T.
5197104c-8c90-4b63-8494-6b127f5f2cb2
Hirst, J.
e77be6f5-865b-472f-8492-e9c2713d3121
Matizanadzo, J.T.
94748282-a0a9-4758-8984-c14c96ebaa95
Custodio, M.
31d41fc3-a09c-4076-b85f-8932bd86e6c8
Farmer, A.
4e644e14-e493-4c19-bf7c-6f453fdcee53
Norris, S.
1d346f1b-6d5f-4bca-ac87-7589851b75a4
Levitt, N.
ad93151c-5605-4034-b173-ac5e6026f025
16 March 2022
Chivese, T.
5197104c-8c90-4b63-8494-6b127f5f2cb2
Hirst, J.
e77be6f5-865b-472f-8492-e9c2713d3121
Matizanadzo, J.T.
94748282-a0a9-4758-8984-c14c96ebaa95
Custodio, M.
31d41fc3-a09c-4076-b85f-8932bd86e6c8
Farmer, A.
4e644e14-e493-4c19-bf7c-6f453fdcee53
Norris, S.
1d346f1b-6d5f-4bca-ac87-7589851b75a4
Levitt, N.
ad93151c-5605-4034-b173-ac5e6026f025
Chivese, T., Hirst, J., Matizanadzo, J.T., Custodio, M., Farmer, A., Norris, S. and Levitt, N.
(2022)
The diagnostic accuracy of HbA1c, compared to the oral glucose tolerance test, for screening for type 2 diabetes mellitus in Africa — A systematic review and meta-analysis.
Diabetic Medicine, 39 (4), [e14754].
(doi:10.1111/dme.14754).
Abstract
Objective
To assess the diagnostic accuracy of glycated haemoglobin A1c (HbA1c), compared to fasting plasma glucose (FPG) and the oral glucose tolerance test (OGTT), in screening for type 2 diabetes (T2D) in Africa.
Methods
We systematically searched databases for studies that compared the HbA1c to either the OGTT, or the FPG for T2D diagnosis were included. The QUADAS 2 tool was used for assessing the quality of included studies. We used the split component synthesis (SCS) method for the meta-analysis of diagnostic accuracy studies to pool the studies for meta-analysis of sensitivity and specificity, primarily at the HbA1c ≥48 mmol/mol (6.5%) cut-off and at other cut-offs. We assessed heterogeneity using the I2 statistic and publication bias using Doi plots.
Results
Eleven studies, from seven African countries, with 12,925 participants, were included. Against the OGTT, HbA1c ≥48 mmol/mol (6.5%) had a pooled sensitivity of 57.7% (95% confidence interval [CI] 43.4–70.9) and specificity of 92.3% (95% CI 83.9–96.5). Against the FPG, HbA1c ≥48 mmol/mol (6.5%) had a pooled sensitivity of 64.5% (95% CI 50.5–76.4) and specificity of 94.3% (95% CI 87.9–97.5). The highest sensitivity for HbA1c, against the OGTT, was at the 42 mmol/mol (6.0%) cut-off.
Conclusion
In Africa, the HbA1c ≥48 mmol/mol (6.5%) cut-off may miss almost half of the individuals with T2D based on blood glucose measures.
This record has no associated files available for download.
More information
Submitted date: 25 August 2021
Accepted/In Press date: 29 November 2021
Published date: 16 March 2022
Keywords:
Africa, diagnostic accuracy, glycated haemoglobin A(1c), sensitivity, specificity, type 2 diabetes mellitus
Identifiers
Local EPrints ID: 504749
URI: http://eprints.soton.ac.uk/id/eprint/504749
ISSN: 1464-5491
PURE UUID: 07825764-4180-46ae-84b5-f2dfbd819cdd
Catalogue record
Date deposited: 18 Sep 2025 16:58
Last modified: 19 Sep 2025 02:02
Export record
Altmetrics
Contributors
Author:
T. Chivese
Author:
J. Hirst
Author:
J.T. Matizanadzo
Author:
M. Custodio
Author:
A. Farmer
Author:
N. Levitt
Download statistics
Downloads from ePrints over the past year. Other digital versions may also be available to download e.g. from the publisher's website.
View more statistics