SynthesisDiabetes & metabolism journal2022
Association between Type 2 Diabetes Mellitus and Brain Atrophy: A Meta-Analysis.
Synthesis in Diabetes & metabolism journal, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 54 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
54 citing papers in PubMed, 2 syntheses or guidelines pooled it, 83 citations in OpenAlex.
- Structural and functional brain abnormal alteration in patients with type 2 diabetes mellitus: A coordinate-based meta-analysis.Translational psychiatry · 2025Pooled it
- Relationships Between Brain Glucose Metabolism Patterns and Impaired Glycemic Status: A Systematic Review of FDG-PET Studies With a Focus on Alzheimer's Disease.Human brain mapping · 2025Pooled it
- Dapagliflozin restores odour-induced functional integration of primary olfactory cortex circuit but not olfactory-related regional brain activation in patients with type 2 diabetes: A 16-week randomised comparative study.Diabetes, obesity & metabolism · 2025Trial
- Brain pathology in relation to somatic diseases: Exploring the body-brain crosstalk.Journal of internal medicine · 2026Review
- Longitudinal associations between albuminuria and renal function and annual brain volume changes: the Ohasama study.Clinical and experimental nephrology · 2026Article
- Diabetes, hyperglycemia, and brain MRI biomarkers: results from SOL-INCA MRI study.Nutrition & diabetes · 2026Article
- Risk factors underlying brain structure change rate in cognitive decline: Results from genomewide and phenomewide investigations.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- RAGE Axis in the Pathogenesis and Treatment of CNS Neurodegeneration in Long-Term Hyperglycemia.International journal of molecular sciences · 2026Review
- Immunometabolism Reframes Alzheimer's Disease: From Systemic Dysmetabolism to Glial Rewiring.Cellular and molecular neurobiology · 2026Review
- Upregulation of PPTC7 in brain microvascular endothelial cell aggravates diabetic cognitive dysfunction by impairing PHB2 mediated mitochondrial function.Redox biology · 2026Article
- Epicenter mapping of cortical morphological dedifferentiation in type 2 diabetes mellitus using morphometric inverse divergence.Frontiers in aging neuroscience · 2026Article
- Association between metabolic syndrome, diabetes mellitus, inflammation and cognitive dysfunctions in schizophrenia: a cross-sectional analysis.Schizophrenia (Heidelberg, Germany) · 2025Article
- Structural connectivity of hippocampus is not altered in patients with type 2 diabetes and without peripheral microangiopathy.Brain imaging and behavior · 2025Article
- Cardiometabolic health and risk of dementia and brain atrophy: a community-based prospective cohort study of 0.5 million adults in China.The Lancet regional health. Western Pacific · 2025Article
- The association of diabetes with Alzheimer's disease biomarkers and vascular burden across European aging and memory clinic cohorts.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Article
- The expression of insulin signaling and N-methyl-D-aspartate receptor genes in areas of gray matter atrophy is associated with cognitive function in type 2 diabetes.Journal of Alzheimer's disease : JAD · 2025Article
- Atorvastatin improves long-term memory by reducing amyloid-β formation and neuronal damage in STZ-induced diabetic rats.Journal of molecular histology · 2025Article
- Effect of Low-Dose-Rate Radiation on Cognition and Gene Expression Profiles in Type II Diabetes Mellitus Mouse Model.Molecular neurobiology · 2025Article
- Cognitive Dysfunction and Dementia in Type 2 Diabetes Mellitus: Insights into Mechanisms, Models, and Therapeutics.ACS pharmacology & translational science · 2025Review
- BRAIN-Diabetes: a randomised trial to test the feasibility of an adapted FINGER multidomain intervention in adults with type 2 diabetes living in rural border regions of Ireland.European journal of ageing · 2025Article
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundType 2 diabetes mellitus (T2DM) is known to be associated with cognitive decline and brain structural changes. This study systematically reviews and estimates human brain volumetric differences and atrophy associated with T2DM.
methodsPubMed, PsycInfo and Cochrane Library were searched for brain imaging studies reporting on brain volume differences between individuals with T2DM and healthy controls. Data were examined using meta-analysis, and association between age, sex, diabetes characteristics and brain volumes were tested using meta-regression.
resultsA total of 14,605 entries were identified; after title, abstract and full-text screening applying inclusion and exclusion criteria, 64 studies were included and 42 studies with compatible data contributed to the meta-analysis (n=31,630; mean age 71.0 years; 44.4% male; 26,942 control; 4,688 diabetes). Individuals with T2DM had significantly smaller total brain volume, total grey matter volume, total white matter volume and hippocampal volume (approximately 1% to 4%); meta-analyses of smaller samples focusing on other brain regions and brain atrophy rate in longitudinal investigations also indicated smaller brain volumes and greater brain atrophy associated with T2DM. Meta-regression suggests that diabetes-related brain volume differences start occurring in early adulthood, decreases with age and increases with diabetes duration.
conclusionT2DM is associated with smaller total and regional brain volume and greater atrophy over time. These effects are substantial and highlight an urgent need to develop interventions to reduce the risk of T2DM for brain health.
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Identifiers
What OpenQuestion holds
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.