ArticleThe Lancet. Global health2021
Estimated effect of increased diagnosis, treatment, and control of diabetes and its associated cardiovascular risk factors among low-income and middle-income countries: a microsimulation model.
Article in The Lancet. Global health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 38 papers, 2 of them syntheses that pooled it.
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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.
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Who cites it
38 citing papers in PubMed, 2 syntheses or guidelines pooled it, 48 citations in OpenAlex.
- Application of decision analytical models to diabetes in low- and middle-income countries: a systematic review.BMC health services research · 2022Pooled it
- Randomised controlled trials on prevention, diagnosis and treatment of diabetes in African countries: a systematic review.BMJ open · 2022Pooled it
- East Asia and high-income Asia Pacific burden of diabetes mellitus from 1990 to 2023.iScience · 2026Article
- Article
- Reported Knowledge of Recent HbA1c, Blood Pressure, and LDL-cholesterol Levels and Goals Among US Adults with Diabetes-National Health and Nutrition Examination Survey 2011-2020.Journal of general internal medicine · 2026Article
- Efficacy and safety of semaglutide injection in Indian patients with type 2 diabetes mellitus inadequately controlled on metformin: a phase 3, randomized, active-controlled trial (SIZE-DM study).Cardiovascular diabetology. Endocrinology reports · 2026Article
- Synthetic data Using Population Profiles for cardiOvascular Risk facTors (SUPPORT) in mainland China.Scientific data · 2026Article
- The Global, regional, and national burden of type 1 diabetes mellitus-related chronic kidney disease, 1990-2021: Insights from the global burden of disease study 2021 and projections to 2050.International urology and nephrology · 2026Article
- Global, Regional, and National Estimates of Undiagnosed Diabetes in Adults: Findings From the 2025 IDF Diabetes Atlas.Diabetes care · 2026Article
- Attainment of global diabetes targets in 2021: a pooled analysis of individual-level data from national surveys in 100 low-income, middle-income, and high-income countries.The Lancet. Global health · 2026Article
- Association of the skeletal muscle mass to visceral fat area ratio with metabolically healthy obesity and metabolically unhealthy non-obesity: a cross-sectional study based on NHANES 2011-2018.Lipids in health and disease · 2025Article
- Regional Assessment of Lower limb Amputations in sub-Saharan Africa (RAMPs): a prospective cohort study protocol.BMJ open · 2025Article
- Diabetes trends and determinants among Thai adults from 2004 to 2020.Scientific reports · 2025Article
- Injection of ROS-Responsive Hydrogel Loaded with IL-1β-targeted nanobody for ameliorating myocardial infarction.Bioactive materials · 2025Article
- Unlocking health equity by eliminating copayments for essential antihypertensive medications.EClinicalMedicine · 2025Review
- Application of decision analytic modelling to cardiovascular disease prevention in Sub-Saharan Africa: a systematic review.Communications medicine · 2025Article
- The differences of metabolic profiles, socioeconomic status and diabetic retinopathy in U.S. working-age and elderly adults with diabetes: results from NHANES 1999-2018.Acta diabetologica · 2025Article
- Identify unmet needs in diabetes care in Shandong, China: a secondary analysis of a cross-sectional study using cascade of care framework.BMC endocrine disorders · 2024Article
- Compliance with eye and foot preventive care in people with self-reported diabetes in Latin America and the Caribbean: Pooled, cross-sectional analysis of nine national surveys.Primary care diabetes · 2024Article
- Determinants of sub-optimal glycemic control among patients enrolled in a medicine dispensing programme in KwaZulu-Natal: A cohort study, 2018-2021.African journal of primary health care & family medicine · 2024Article
Corrections and comments
- Commented on by
- Erratum issued
Authors and funding
23 authors at 17 institutions in 15 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGiven the increasing prevalence of diabetes in low-income and middle-income countries (LMICs), we aimed to estimate the health and cost implications of achieving different targets for diagnosis, treatment, and control of diabetes and its associated cardiovascular risk factors among LMICs.
methodsWe constructed a microsimulation model to estimate disability-adjusted life-years (DALYs) lost and health-care costs of diagnosis, treatment, and control of blood pressure, dyslipidaemia, and glycaemia among people with diabetes in LMICs. We used individual participant data-specifically from the subset of people who were defined as having any type of diabetes by WHO standards-from nationally representative, cross-sectional surveys (2006-18) spanning 15 world regions to estimate the baseline 10-year risk of atherosclerotic cardiovascular disease (defined as fatal and non-fatal myocardial infarction and stroke), heart failure (ejection fraction of <40%, with New York Heart Association class III or IV functional limitations), end-stage renal disease (defined as an estimated glomerular filtration rate <15 mL/min per 1·73 m
findingsWe obtained data from 23 678 people with diabetes from 67 countries. The median estimated 10-year risk was 10·0% (IQR 4·0-18·0) for cardiovascular events, 7·8% (5·1-11·8) for neuropathy with pressure sensation loss, 7·2% (5·6-9·4) for end-stage renal disease, 6·0% (4·2-8·6) for retinopathy with severe vision loss, and 2·6% (1·2-5·3) for congestive heart failure. A target of 80% diagnosis, 80% treatment, and 80% control would be expected to reduce DALYs lost from diabetes complications from a median population-weighted loss to 1097 DALYs per 1000 population over 10 years (IQR 1051-1155), relative to a baseline of 1161 DALYs, primarily from reduced cardiovascular events (down from a median of 143 to 117 DALYs per 1000 population) due to blood pressure and statin treatment, with comparatively little effect from glycaemic control. The target of 80% diagnosis, 80% treatment, and 80% control would be expected to produce an overall incremental cost-effectiveness ratio of US$1362 per DALY averted (IQR 1304-1409), with the majority of decreased costs from reduced cardiovascular event management, counterbalanced by increased costs for blood pressure and statin treatment, producing an overall incremental cost-effectiveness ratio of $1362 per DALY averted (IQR 1304-1409).
interpretationReducing complications from diabetes in LMICs is likely to require a focus on scaling up blood pressure and statin medication treatment initiation and blood pressure medication titration rather than focusing on increasing screening to increase diabetes diagnosis, or a glycaemic treatment and control among people with diabetes.
fundingNone.
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