ArticleFrontiers in endocrinology2023
The global, regional and national burden of type 2 diabetes mellitus in the past, present and future: a systematic analysis of the Global Burden of Disease Study 2019.
Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 4 of them syntheses that pooled it.
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Who cites it
76 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Statin use and risk of HCC in patients with MASLD and T2DM: an umbrella review and meta-analysis.BMC cancer · 2025 · on this mapPooled it
- The comparative evidence of efficacy of non-invasive brain and nerve stimulation in diabetic neuropathy: a systematic review and network meta-analysis.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Pooled it
- The efficacy and safety of qiwei baizhu san in the treatment of type 2 diabetes mellitus: a systematic review and meta-analysis.Frontiers in pharmacology · 2024Pooled it
- Exploratory Analysis of Type 2 Diabetes Mellitus Metabolic Phenotypes and Their Association With Vitamin D Status in Primary Care Patients.Diabetes, obesity & metabolism · 2026Article
- Cognitive Impairment in People with Type 2 Diabetes Mellitus: Associations with Inflammatory and Vascular Markers.Annals of neurosciences · 2026Article
- Body Mass Index and All-Cause, Cancer, and Cardiovascular Mortality in Adults Aged 16-50 Years With and Without Type 2 Diabetes: An Analysis of Primary Care Records in England.Diabetes, obesity & metabolism · 2026Article
- Diagnostic utility of fasting versus non-fasting blood glucose: contextualising testing strategies-a narrative review.Diabetology & metabolic syndrome · 2026Review
- A data-driven method for research trend analysis in a scientific discipline: Application to the journal of biomedical informatics.Journal of biomedical informatics · 2026Article
- Designing and implementing a prediabetes screening in community pharmacies and online prevention program: findings from the PREDICT study.BMC public health · 2026Article
- The body mass index-glucose index as a new tool for early detection of the risk of dysglycemia in patients with hypertension and obstructive sleep apnea.BMC endocrine disorders · 2026Article
- Knowledge and awareness about microvascular complications of diabetes mellitus among Taif University medical students.Journal of family medicine and primary care · 2026Article
- Fatty acids alter to the toxicity of islet amyloid polypeptide aggregates in a length and saturation dependent manner.iScience · 2026Article
- Algae and Algal Protein in Human Nutrition: A Narrative Review of Health Outcomes from Clinical Studies.Nutrients · 2026Review
- Harnessing Phytochemicals and Nanotechnology Synergy for Molecular, Epigenetic, and Microbiota-Driven Regulation in Type 2 Diabetes Mellitus.Pharmaceutics · 2026Review
- Selected Emerging Biomarkers in Type 2 Diabetes Mellitus: Clinical Insights and Implications for Precision Care.Medicina (Kaunas, Lithuania) · 2026Review
- Development and validation of a nomogram model integrating noninvasive detection of radial pulse wave for predicting diabetic foot risk in type 2 diabetes mellitus.Frontiers in endocrinology · 2026Article
- Epidemiological trends of type 2 diabetes in Middle East and North Africa, 1990-2023: global burden of disease data analysis.International journal of public health · 2026Article
- Global, Regional, and National Prevalence for Type 2 Diabetes Among Women of Childbearing Age, 1992-2021: An Age-Period-Cohort Analysis Based on the Global Burden of Disease Study 2021.Journal of diabetes research · 2026Article
- Development and validation of an explainable machine learning model for differentiating diabetic nephropathy from diabetic retinopathy in patients with type 2 diabetes.Frontiers in endocrinology · 2026Article
16 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Aim: To report the global, regional, and national burden of type 2 diabetes mellitus (T2DM) in 2019, assess its trends in the past, and forecast its trends in the future. Methods: The main data source was the Global Burden of Disease 2019 database. We assessed the changes in T2DM burden from 1990 to 2019 with joinpoint regression analysis. Age-period-cohort analysis was used to forecast the T2DM incidence and mortality rate from 2020 to 2034. Results: The burden of T2DM has increased from 1990 to 2019 generally. The low-middle socio-demographic index (SDI) region had the highest increase in age-standardized incidence rate (ASIR), age-standardized prevalence rate (ASPR), age-standardized mortality rate (ASMR), and age-standardized disability-adjusted life years (ASDR) due to T2DM. Nationally, the increase in ASIR (r=0.151, p=0.046) and the decrease in ASMR (r=0.355, p<0.001) were positively correlated with SDIs. In 2019, the global ASIR, ASPR, ASMR, ASDR due to T2DM were 259.9 (95% UI 240.3-281.4), 5282.9 (95% UI 4853.6-5752.1), 18.5 (95% UI 17.2-19.7), and 801.5 (95% UI 55477000-79005200) per 100,000 population, respectively. Additionally, the ASIR (r=0.153, p=0.030) and ASPR (r=0.159, p=0.024) of T2DM were positively correlated with SDIs, while ASMR (r=-0.226, p=0.001) and ASDR (r=-0.171, p=0.015) due to T2DM were negatively correlated with SDIs. The ASIR was estimated to increase to 284.42, and ASMR was estimated to increase to 19.1 from 2030 to 2034, per 100,000 population. Conclusion: Globally, the burden of T2DM has increased in the past and was forecast to continue increasing. Greater investment in T2DM prevention is needed.
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