SynthesisPloS one2024
Influencing factors of stroke in patients with type 2 diabetes: A systematic review and meta-analysis.
Synthesis in PloS one, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Metabolic Risk Predictors Associated With the Onset of Vascular Complications Among Patients With Type 2 Diabetes in Zambia: A Retrospective Statistical Modeling Study.Health science reports · 2026Article
- Factors associated with stroke among patients with hypertension in Eastern Ethiopia: a case-control study.BMC neurology · 2026Article
- Inferior metabolic control in isolated diabetic patients under the context of multimorbidity management: a comparative study.BMC endocrine disorders · 2026Article
- Neurovascular Impairment in Type 2 Diabetes Mellitus: The Role of Adipocyte-Derived Exosomes.Biomolecules · 2026Review
- Association between glucagon and stroke in patients with type 2 diabetes.Endocrine connections · 2026Article
- Novel Insights into the Mechanism and Treatment of Diabetes-Related Brain Complications: Focusing on the Blood-Brain Barrier Impairment.Aging and disease · 2025Review
- Apolipoprotein B and Glycemic Dysregulation: New Predictors of Type 2 Diabetes in High-Cardiovascular-Risk Populations.Journal of personalized medicine · 2025Article
- A different perspective on studying stroke predictors: joint models for longitudinal and time-to-event data in a type 2 diabetes mellitus cohort.Cardiovascular diabetology · 2025Article
- Predictive value of patent foramen ovale diameter for cryptogenic stroke and age-related differences.Frontiers in cardiovascular medicine · 2025Article
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Authors and funding
4 authors.
Funding
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Abstract
backgroundStroke stands as a significant macrovascular complication among individuals with Type 2 diabetes mellitus (T2DM), often resulting in the primary cause of mortality and disability within this patient demographic. Presently, numerous studies have been conducted to investigate the underlying causes of stroke in individuals with T2DM, yet the findings exhibit inconsistencies.
objectiveThis paper aims to consolidate and summarize the available evidence concerning the influential factors contributing to stroke among patients diagnosed with T2DM.
methodsWe conducted a comprehensive search across multiple databases, including Cochrane Library, PubMed, Web Of Science, Embase, China Biology Medicine (CBM), China National Knowledge Infrastructure (CNKI), Wanfang and Weipu up to August 2023. Google Scholar was also searched to retrieve gray literature. We calculated odds ratios (OR) and 95% confidence intervals (CI) using Stata software.
resultsOur analysis encompassed 43 observational studies, exploring factors across sociodemographic, biochemical, complications, and hypoglycemic agent categories. The findings identified several risk factors for stroke in patients with T2DM: age, gender, T2DM duration, hypertension, body-mass index (BMI), smoking, Glycated hemoglobin (HbA1c), estimated Glomerular Filtration Rate (eGFR), albuminuria, Triglycerides (TG), Low density lipoprotein cholesterol (LDL-C), Coronary heart disease (CHD), Atrial fibrillation (AF), diabetic retinopathy (DR), Peripheral vascular disease (PVD), and carotid plaque. Conversely, exercise, High density lipoprotein cholesterol (HDL-C), metformin (MET), pioglitazone, and metformin combination therapy emerged as protective factors.
conclusionThis study underscores the multitude of influencing factors contributing to stroke in people with T2DM patients, among which the microvascular complications of T2DM play an most important role. Therefore, we emphasize the importance of screening for microvascular complications in patients with T2DM. However, due to limitations arising from the number of articles reviewed, there remain areas where clarity is lacking. Further research efforts are warranted to expand upon and reinforce our current findings.
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