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An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa
Background: Gestational diabetes mellitus (GDM) poses substantial risks to both mothers and their offspring. In South Africa, screening practices vary, and pregnant women are not screened universally due to resource constraints. This study investigates the implications of using point of-care (POC) c...
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| Format: | Thesis |
| Language: | English |
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Department of Public Health and Family Medicine
2025
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| _version_ | 1867613276665282560 |
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| access_status_str | Open Access |
| author | Mennen, Mathilda |
| author2 | Madlala, Hlengiwe |
| author_browse | Madlala, Hlengiwe Mennen, Mathilda |
| author_facet | Madlala, Hlengiwe Mennen, Mathilda |
| author_sort | Mennen, Mathilda |
| collection | Thesis |
| description | Background: Gestational diabetes mellitus (GDM) poses substantial risks to both mothers and their offspring. In South Africa, screening practices vary, and pregnant women are not screened universally due to resource constraints. This study investigates the implications of using point of-care (POC) capillary glucose measures for GDM screening and explores potential strategies to increase screening capacity by eliminating the reliance on central laboratory facilities or reducing the time spent at antenatal facilities for mothers. Objectives: The prevalence of GDM determined by venous blood glucose (VBG) measures obtained during 2-hour oral glucose tolerance tests (OGTTs) was compared to POC capillary glucose (CBG) tests with immediate results. The agreement between VBG and CBG measures was calculated across the whole cohort and in sub-groups, and the clinical and cost implications of each method explored. Methods: A secondary analysis was conducted on data collected from 400 pregnant participants who were enrolled at 24-28 weeks' gestation into a prospective cohort study at an antenatal clinic in Cape Town. Participants were screened for GDM using a gold-standard 75g OGTT and simultaneously underwent POC capillary glucose testing. GDM was diagnosed via each method according to the International Association of Diabetes and Pregnancy Study Groups (IADPSG) criteria. We calculated the sensitivity and specificity of CBG in detecting VBG-defined GDM at different thresholds and Bland-Altman analyses examined agreement between CBG and VBG. Results: The GDM prevalence was 7% among all participants, resulting from a prevalence of 6% among patients with no risk factors, and 8% among patients with risk factors. Four percent of the cohort was diagnosed with GDM despite having no risk factors. Most cases (96%) were diagnosed on fasting venous measures. Capillary measures overestimated the prevalence of GDM at IADPSG thresholds (25%) and had poor sensitivity (73%). Correlation between venous and capillary measures was lowest in the fasting state (r=0.22, p<0.001). Bland Altman analyses found the average agreement between methods to be lowest in the fasting state. 2 Conclusion: Capillary measures demonstrate poor correlation and agreement with venous measures at 24-28 weeks' gestation, particularly in the fasting state when almost all GDM cases are diagnosed. A fasting plasma glucose, if performed universally as a single measure, outperforms selective risk factor-based OGTT screening and fasting capillary blood glucose in terms of sensitivity and specificity, while reducing the overall number of laboratory-dependent glucose tests performed. |
| format | Thesis |
| id | oai:open.uct.ac.za:11427/41076 |
| institution | University of Cape Town (South Africa) |
| language | eng |
| last_indexed | 2026-06-10T12:33:33.643Z |
| license_str | Not specified — see source repository |
| provenance_str_mv | Harvested via OAI-PMH from UCTD — University of Cape Town Open Access Repository |
| publishDate | 2025 |
| publishDateRange | 2025 |
| publishDateSort | 2025 |
| publisher | Department of Public Health and Family Medicine |
| publisherStr | Department of Public Health and Family Medicine |
| record_format | dspace |
| source_str | UCTD — University of Cape Town Open Access Repository |
| spelling | oai:open.uct.ac.za:11427/41076 An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa Mennen, Mathilda Madlala, Hlengiwe Myer Benjamin public health Background: Gestational diabetes mellitus (GDM) poses substantial risks to both mothers and their offspring. In South Africa, screening practices vary, and pregnant women are not screened universally due to resource constraints. This study investigates the implications of using point of-care (POC) capillary glucose measures for GDM screening and explores potential strategies to increase screening capacity by eliminating the reliance on central laboratory facilities or reducing the time spent at antenatal facilities for mothers. Objectives: The prevalence of GDM determined by venous blood glucose (VBG) measures obtained during 2-hour oral glucose tolerance tests (OGTTs) was compared to POC capillary glucose (CBG) tests with immediate results. The agreement between VBG and CBG measures was calculated across the whole cohort and in sub-groups, and the clinical and cost implications of each method explored. Methods: A secondary analysis was conducted on data collected from 400 pregnant participants who were enrolled at 24-28 weeks' gestation into a prospective cohort study at an antenatal clinic in Cape Town. Participants were screened for GDM using a gold-standard 75g OGTT and simultaneously underwent POC capillary glucose testing. GDM was diagnosed via each method according to the International Association of Diabetes and Pregnancy Study Groups (IADPSG) criteria. We calculated the sensitivity and specificity of CBG in detecting VBG-defined GDM at different thresholds and Bland-Altman analyses examined agreement between CBG and VBG. Results: The GDM prevalence was 7% among all participants, resulting from a prevalence of 6% among patients with no risk factors, and 8% among patients with risk factors. Four percent of the cohort was diagnosed with GDM despite having no risk factors. Most cases (96%) were diagnosed on fasting venous measures. Capillary measures overestimated the prevalence of GDM at IADPSG thresholds (25%) and had poor sensitivity (73%). Correlation between venous and capillary measures was lowest in the fasting state (r=0.22, p<0.001). Bland Altman analyses found the average agreement between methods to be lowest in the fasting state. 2 Conclusion: Capillary measures demonstrate poor correlation and agreement with venous measures at 24-28 weeks' gestation, particularly in the fasting state when almost all GDM cases are diagnosed. A fasting plasma glucose, if performed universally as a single measure, outperforms selective risk factor-based OGTT screening and fasting capillary blood glucose in terms of sensitivity and specificity, while reducing the overall number of laboratory-dependent glucose tests performed. 2025-03-03T13:20:26Z 2025-03-03T13:20:26Z 2024 2025-03-03T10:08:28Z Thesis / Dissertation Masters MPH http://hdl.handle.net/11427/41076 eng application/pdf Department of Public Health and Family Medicine Faculty of Health Sciences University of Cape Town |
| spellingShingle | public health Mennen, Mathilda An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| thesis_degree_str | Master's |
| title | An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| title_full | An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| title_fullStr | An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| title_full_unstemmed | An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| title_short | An Evaluation of Diagnostic Approaches for Gestational Diabetes Screening in South Africa |
| title_sort | evaluation of diagnostic approaches for gestational diabetes screening in south africa |
| topic | public health |
| url | http://hdl.handle.net/11427/41076 |
| work_keys_str_mv | AT mennenmathilda anevaluationofdiagnosticapproachesforgestationaldiabetesscreeninginsouthafrica AT mennenmathilda evaluationofdiagnosticapproachesforgestationaldiabetesscreeninginsouthafrica |