SynthesisJournal of global health2021
Diabetes comorbidities in low- and middle-income countries: An umbrella review.
Synthesis in Journal of global health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06561126 (Engagement of coMmunity Through Participatory Learning and Action for cOntrol and preVEntion of Type II Diabetes and Its Risk Factors [EMPOWER-D]), which is not on this map. Cited by 43 papers, 2 of them syntheses that pooled it.
What it found
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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.
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.
Engagement of coMmunity Through Participatory Learning and Action for cOntrol and preVEntion of Type II Diabetes and Its Risk Factors [EMPOWER-D]: Cluster Randomized Controlled Trial
Who cites it
43 citing papers in PubMed, 2 syntheses or guidelines pooled it, 73 citations in OpenAlex.
- Real-World Databases in Diabetes: A Systematic Review.Diabetes/metabolism research and reviews · 2026Pooled it
- The Role of Copper Intake in the Development and Management of Type 2 Diabetes: A Systematic Review.Nutrients · 2023Pooled it
- Article
- Evaluation of Diabetes Self-Care Activities and Glycemic Control Profiles in People With Type 2 Diabetes Mellitus.Health science reports · 2026Article
- Prevalence of diabetic cardiomyopathy in low- and middle-income countries: a systematic review protocol.Systematic reviews · 2026Article
- Article
- Understanding type 2 diabetes self-management in the Marshall Islands: A mixed-methods exploration of sociocultural and structural barriers.PLOS global public health · 2026Article
- Co-design of pathway and manual for a dietitian-led approach to the management of type 2 diabetes in Nepal.BMC nutrition · 2025Article
- Engagement of coMmunity through Participatory learning and action for cOntrol and preVEntion of type II Diabetes and its Risk factors (EMPOWER-D) - A Protocol for a Cluster Randomised Controlled Trial.BMC public health · 2025Article
- Integrative technologies in nursing-led interventions for diabetes management: a systematic review of efficacy and outcomes.BMC nursing · 2025Article
- Short and Long term glycemic control among Type 2 DM patients in a resource-limited setting.African health sciences · 2025Article
- Home self monitoring of blood glucose using a glucometer and its determinants among diabetes mellitus.Scientific reports · 2025Article
- Exploring Middle Ear Pathologies in Adults with Diabetes Mellitus: A Scoping Review of Available Evidence and Research Gaps.International journal of environmental research and public health · 2025Article
- Oral Health-Related Knowledge, Attitudes, and Practices of Diabetic Patients in Tanzania.International dental journal · 2025Article
- Understanding the relationship between the frequency of HbA1c monitoring, HbA1c changes over time, and the achievement of targets: a retrospective cohort study.BMC endocrine disorders · 2025Article
- The diabetes mellitus comorbidity index in European Union member states based on the 2019 European Health Interview Survey.Scientific reports · 2025Article
- Visual impairment and blindness in diabetic retinopathy.Medical hypothesis, discovery & innovation ophthalmology journal · 2025Article
- Economic Evaluations of mHealth Interventions for the Management of Type 2 Diabetes: A Scoping Review.Journal of diabetes science and technology · 2025Article
- Three lessons on diabetes for global health professionals, researchers and policy-makers from the people of Ga Mashie.Frontiers in nutrition · 2025Article
- Mechanisms underlying the wound healing and tissue regeneration properties of a novel gauze dressing impregnated with traditional herbal medicine (Ya-Samarn-Phlae) in type 2 diabetic Goto-Kakizaki (GK) rats.Frontiers in pharmacology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDiabetes mellitus, particularly type 2 diabetes, is a major public health burden globally. Diabetes is known to be associated with several comorbidities in high-income countries. However, our understanding of these associations in low- and middle-income countries (LMICs), where the epidemiological transition is leading to a growing dual burden of non-communicable and communicable disease, is less clear. We therefore conducted an umbrella review to systematically identify, appraise and synthesise reviews reporting the association between diabetes and multiple key comorbidities in LMICs.
methodsWe searched Medline, Embase, Global Health, and Global Index Medicus from inception to 14 November 2020 for systematic reviews, with or without meta-analyses, of cohort, case-control or cross-sectional studies investigating the associations between diabetes and cardiovascular disease (CVD), chronic kidney disease (CKD), depression, dengue, pneumonia, and tuberculosis within LMICs. We sought reviews of studies focused on LMICs, but also included reviews with a mixture of high-income and at least two LMIC studies, extracting data from LMIC studies only. We conducted quality assessment of identified reviews using an adapted AMSTAR 2 checklist. Where appropriate, we re-ran meta-analyses to pool LMIC study estimates and conduct subgroup analyses.
resultsFrom 11 001 articles, we identified 14 systematic reviews on the association between diabetes and CVD, CKD, depression, or tuberculosis. We did not identify any eligible systematic reviews on diabetes and pneumonia or dengue. We included 269 studies from 29 LMICs representing over 3 943 083 participants. Diabetes was positively associated with all comorbidities, with tuberculosis having the most robust evidence (16 of 26 cohort studies identified in total) and depression being the most studied (186 of 269 studies). The majority (81%) of studies included were cross-sectional. Heterogeneity was substantial for almost all secondary meta-analyses conducted, and there were too few studies for many subgroup analyses.
conclusionsDiabetes has been shown to be associated with several comorbidities in LMICs, but the nature of the associations is uncertain because of the large proportion of cross-sectional study designs. This demonstrates the need to conduct further primary research in LMICs, to improve, and address current gaps in, our understanding of diabetes comorbidities and complications in LMICs.
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Registered trials
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.