Evidence map›Paper›PMID 38129852›Full record

ArticleBMC health services research2023

Gaps in the type 2 diabetes care cascade: a national perspective using South Africa's National Health Laboratory Service (NHLS) database.

Alana T Brennan, Evelyn Lauren, Jacob Bor, Jaya A George, Kamy Chetty, Koleka Mlisana, Andrew Dai, Siyabonga Khoza, Sydney Rosen, Andrew C Stokes and 5 more

Open access · goldAbstract readClinical Study
In one paragraph

Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
3.5field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 10 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 3 institutions in 2 countries.

Alana T BrennanDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA. abrennan@bu.edu.
Evelyn LaurenDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, USA.
Jacob BorDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Jaya A GeorgeWits Diagnostic Innovation Hub, University of the Witwatersrand, Johannesburg, South Africa.
Kamy ChettyNational Health Laboratory Service, Johannesburg, South Africa.
Koleka MlisanaAcademic Affairs, Research & Quality Assurance, National Health Laboratory Service, Johannesburg, South Africa.
Andrew DaiDepartment of Mathematics and Statistics, Boston University, Boston, USA.
Siyabonga KhozaNational Health Laboratory Service, Johannesburg, South Africa.
Sydney RosenDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Andrew C StokesDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Frederick RaalDivision of Endocrinology and Metabolism, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
Patricia HibberdDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Sara M AlexanianBoston University School of Medicine, Boston, MA, USA.
Matthew P Fox *Department of Global Health, Boston University School of Public Health, Boston, MA, USA.
Nigel J Crowther *National Health Laboratory Service, Johannesburg, South Africa.
Boston University · USUniversity of the Witwatersrand · ZANational Health Laboratory Service · ZA

Funding

Evidence of the burden of diabetes, gaps in the diabetes cascade-of-care and the impact of care and treatment on diabetes outcomes in HIV-positive and HIV-negative patients in South AfricaK01DK116929 · NIDDK · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BRENNAN, ALANA TERESA · 2019 to 2023
$866k
NIDDK NIH HHS 1K01DK116929-01A1NIDDK NIH HHS K01 DK116929
6 · The paper itself

Abstract

backgroundResearch out of South Africa estimates the total unmet need for care for those with type 2 diabetes mellitus (diabetes) at 80%. We evaluated the care cascade using South Africa's National Health Laboratory Service (NHLS) database and assessed if HIV infection impacts progression through its stages.

methodsThe cohort includes patients from government facilities with their first glycated hemoglobin A1c (HbA1c) or plasma glucose (fasting (FPG); random (RPG)) measured between January 2012 to March 2015 in the NHLS. Lab-diagnosed diabetes was defined as HbA1c ≥ 6.5%, FPG ≥ 7.0mmol/l, or RPG ≥ 11.1mmol/l. Cascade stages post diagnosis were retention-in-care and glycaemic control (defined as an HbA1c < 7.0% or FPG < 8.0mmol/l or RPG < 10.0mmol/l) over 24-months. We estimated gaps at each stage nationally and by people living with HIV (PLWH) and without (PLWOH).

resultsOf the 373,889 patients tested for diabetes, 43.2% had an HbA1c or blood glucose measure indicating a diabetes diagnosis. Amongst those with lab-diagnosed diabetes, 30.9% were retained-in-care (based on diabetes labs) and 8.7% reached glycaemic control by 24-months. Prevalence of lab-diagnosed diabetes in PLWH was 28.6% versus 47.3% in PLWOH. Among those with lab-diagnosed diabetes, 34.3% of PLWH were retained-in-care versus 30.3% PLWOH. Among people retained-in-care, 33.8% of PLWH reached glycaemic control over 24-months versus 28.6% of PLWOH.

conclusionsIn our analysis of South Africa's NHLS database, we observed that 70% of patients diagnosed with diabetes did not maintain in consistent diabetes care, with fewer than 10% reaching glycemic control within 24 months. We noted a disparity in diabetes prevalence between PLWH and PLWOH, potentially linked to different screening methods. These differences underscore the intricacies in care but also emphasize how HIV care practices could guide better management of chronic diseases like diabetes. Our results underscore the imperative for specialized strategies to bolster diabetes care in South Africa.

Indexed as

Diabetes Mellitus, Type 2HIV InfectionsBlood GlucoseGlycated HemoglobinHumansSouth AfricaBlood GlucoseGlycated HemoglobinCare cascadeHIV/AIDSSouth AfricaTuberculosisType 2 diabetes mellitus

Identifiers

PMID38129852
PMCPMC10740239
OpenAlexW4390049285

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.