Evidence map›Paper›PMID 41040711›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Gaps in the Type 1 Diabetes Mellitus 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, Siyabonga Khoza, Koleka Mlisana, Emma M Kileel, Sydney Rosen, Frederick Raal, Patricia Hibberd and 2 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

12 authors.

Alana T BrennanDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.ORCID 0000-0002-7746-0668
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, Johannesburg, South Africa.
Siyabonga KhozaNational Health Laboratory Service, South Africa.
Koleka MlisanaNational Health Laboratory Service, South Africa.
Emma M KileelDepartment of Epidemiology, Boston University School of Public Health, Boston, MA, USA.
Sydney RosenDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.ORCID 0000-0002-6560-2964
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.
Matthew P FoxDepartment of Global Health, Boston University School of Public Health, Boston, MA, USA.
Nigel J CrowtherNational Health Laboratory Service, South Africa.

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 K01 DK116929
6 · The paper itself

Abstract

Objective: Type 1 diabetes mellitus (T1DM) requires lifelong management, yet access to insulin, specialized care, and education is limited in low- and middle-income countries (LMICs). While cascade-of-care analyses are well documented for type 2 diabetes (T2DM), to our knowledge no population-level estimates of the T1DM care cascade exist from LMICs. We therefore evaluated the T1DM care cascade nationally in South Africa and compared outcomes between youth living with HIV (YLWH) and youth living without HIV (YLWOH). Research Design and Methods: We analyzed South Africa's National Health Laboratory Service (NHLS) data for patients <20 years with a first glycated hemoglobin A1c (HbA1c) or plasma glucose [fasting (FPG), random (RPG)] between April 2004 and March 2015. Laboratory-diagnosed T1DM was defined as HbA1c ≥6.5%, FPG ≥7.0 mmol/L, or RPG ≥11.1 mmol/L. Cascade stages over 24 months were remaining in care and achieving glycemic control (HbA1c <7.0%, FPG <8.0 mmol/L, or RPG <10.0 mmol/L). Results: Of 256,449 youth tested for diabetes, 12.1% met criteria for laboratory-diagnosed T1DM. Among these, 15.9% remained in care and 7.2% achieved glycemic control by 24 months. Retention was similar between YLWH and YLWOH (16.8% vs. 15.8%), but glycemic control was higher among YLWH (72.5% vs. 43.4%). Conclusions: Four of five South African youth with T1DM lacked consistent care, and fewer than 10% achieved glycemic control within two years. Higher control rates among YLWH suggest lessons from HIV care models may strengthen T1DM services. These findings provide the first national estimates of the T1DM care cascade from sub-Saharan Africa and highlight the urgent need for targeted strategies to improve outcomes.

Indexed as

care cascadeHIV/AIDSSouth Africatuberculosistype 1 diabetes mellitus

Identifiers

PMID41040711
PMCPMC12486024

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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.