ArticleThe Lancet. Neurology2016
Global burden of stroke and risk factors in 188 countries, during 1990-2013: a systematic analysis for the Global Burden of Disease Study 2013.
Article in The Lancet. Neurology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 5 registered trials, which are not on this map. Cited by 680 papers, 16 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.
TREAT Foot Drop After Stroke With Ankle Robot
Intervention Effectiveness Towards Improving Physical and Mental Health for Post-stroke Patients.
Evaluation of the Effect of Repetitive Peripheral Magnetic Stimulation With Shearwave Ultrasound Elastography in Upper Extremity Spasticity After Stroke: a Randomized Controlled Trial
Polypill and RiscOMeter to Prevent StrOke and CogniTive ImpairmEnt in Primary Health Care
Oral Hygiene and Prophylactic Antibiotics to Prevent Intracerebral Hemorrhage Associated Pneumonia
Who cites it
680 citing papers in PubMed, 16 syntheses or guidelines pooled it.
- A Systematic Review and Meta-Analysis of Ethnic Inequalities in Stroke Incidence Patterns and Trends in High-Income Countries (2015-2025).Neuroepidemiology · 2026Pooled it
- Efficacy of vibration therapy on physical function, activity and participation in people with stroke: a systematic review and meta-analysis of randomized controlled trials.Journal of neuroengineering and rehabilitation · 2026Pooled it
- The Relationship Between Body Mass Index and Recurrence Risk of Stroke: A Systematic Review and Dose-Response Meta‑Analysis.Brain and behavior · 2025Pooled it
- Is acupuncture combined with repeated transcranial magnetic stimulation more effective in improving upper limb motor dysfunction after stroke? A systematic review and meta-analysis of randomized controlled trials.Frontiers in neurology · 2025Pooled it
- Integrating clinical pharmacists in care management for secondary stroke prevention clinical trials: a scoping review.Frontiers in neurology · 2025Pooled it
- Pooled it
- Cerebellar transcranial magnetic stimulation for improving balance capacity and activity of daily living in stroke patients: a systematic review and meta-analysis.BMC neurology · 2024Pooled it
- Burden of cardiovascular disease attributed to air pollution: a systematic review.Globalization and health · 2024Pooled it
- The clinical outcome of emergency superficial temporal artery-to-middle cerebral artery bypass in acute ischemic stroke with large vessel occlusion.Neurosurgical review · 2024Pooled it
- Association between stress hyperglycemia ratio and prognosis in acute ischemic stroke: a systematic review and meta-analysis.BMC neurology · 2024Pooled it
- Impact of cannabis abuse on the occurrence of stroke in young people: a systematic review and meta-analysis.Frontiers in neurology · 2024Pooled it
- Association between psychiatric disorders and the risk of stroke: a meta-analysis of cohort studies.Frontiers in neurology · 2024Pooled it
- Effect of traditional Chinese exercises on the physical and mental health of stroke patients: a meta-analysis.Frontiers in neurology · 2024Pooled it
- Disparities in Stroke Incidence Over Time by Sex and Age in Latin America and the Caribbean Region 1997 to 2021: A Systematic Review and Meta-Analysis.Journal of the American Heart Association · 2023Pooled it
- Pharmacological interventions for asymptomatic carotid stenosis.The Cochrane database of systematic reviews · 2023 · on this mapPooled it
- Association between ambient temperature and risk of stroke morbidity and mortality: A systematic review and meta-analysis.Brain and behavior · 2023Pooled it
- Efficacy of ozonated autohemotherapy for improvement of myocardial injury following traumatic brain injury.BMC anesthesiology · 2024Trial
- Characteristics According to Frailty Status Among Older Korean Patients With Hypertension.Journal of Korean medical science · 2024Trial
- The effects of curcumin-piperine supplementation on inflammatory, oxidative stress and metabolic indices in patients with ischemic stroke in the rehabilitation phase: a randomized controlled trial.Nutrition journal · 2023Trial
- Long-term causes of death in 888,003 ischemic stroke patients in Thailand: a nationwide retrospective study with 18-year follow-up.Annals of medicine · 2026Article
620 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
15 authors.
Funding
Abstract
backgroundThe contribution of modifiable risk factors to the increasing global and regional burden of stroke is unclear, but knowledge about this contribution is crucial for informing stroke prevention strategies. We used data from the Global Burden of Disease Study 2013 (GBD 2013) to estimate the population-attributable fraction (PAF) of stroke-related disability-adjusted life-years (DALYs) associated with potentially modifiable environmental, occupational, behavioural, physiological, and metabolic risk factors in different age and sex groups worldwide and in high-income countries and low-income and middle-income countries, from 1990 to 2013.
methodsWe used data on stroke-related DALYs, risk factors, and PAF from the GBD 2013 Study to estimate the burden of stroke by age and sex (with corresponding 95% uncertainty intervals [UI]) in 188 countries, as measured with stroke-related DALYs in 1990 and 2013. We evaluated attributable DALYs for 17 risk factors (air pollution and environmental, dietary, physical activity, tobacco smoke, and physiological) and six clusters of risk factors by use of three inputs: risk factor exposure, relative risks, and the theoretical minimum risk exposure level. For most risk factors, we synthesised data for exposure with a Bayesian meta-regression method (DisMod-MR) or spatial-temporal Gaussian process regression. We based relative risks on meta-regressions of published cohort and intervention studies. Attributable burden for clusters of risks and all risks combined took into account evidence on the mediation of some risks, such as high body-mass index (BMI), through other risks, such as high systolic blood pressure (SBP) and high total cholesterol.
findingsGlobally, 90·5% (95% UI 88·5-92·2) of the stroke burden (as measured in DALYs) was attributable to the modifiable risk factors analysed, including 74·2% (95% UI 70·7-76·7) due to behavioural factors (smoking, poor diet, and low physical activity). Clusters of metabolic factors (high SBP, high BMI, high fasting plasma glucose, high total cholesterol, and low glomerular filtration rate; 72·4%, 95% UI 70·2-73·5) and environmental factors (air pollution and lead exposure; 33·4%, 95% UI 32·4-34·3) were the second and third largest contributors to DALYs. Globally, 29·2% (95% UI 28·2-29·6) of the burden of stroke was attributed to air pollution. Although globally there were no significant differences between sexes in the proportion of stroke burden due to behavioural, environmental, and metabolic risk clusters, in the low-income and middle-income countries, the PAF of behavioural risk clusters in males was greater than in females. The PAF of all risk factors increased from 1990 to 2013 (except for second-hand smoking and household air pollution from solid fuels) and varied significantly between countries.
interpretationOur results suggest that more than 90% of the stroke burden is attributable to modifiable risk factors, and achieving control of behavioural and metabolic risk factors could avert more than three-quarters of the global stroke burden. Air pollution has emerged as a significant contributor to global stroke burden, especially in low-income and middle-income countries, and therefore reducing exposure to air pollution should be one of the main priorities to reduce stroke burden in these countries.
fundingBill & Melinda Gates Foundation, American Heart Association, US National Heart, Lung, and Blood Institute, Columbia University, Health Research Council of New Zealand, Brain Research New Zealand Centre of Research Excellence, and National Science Challenge, Ministry of Business, Innovation and Employment of New Zealand.
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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.