SynthesiseLife2022
Type 2 diabetes mellitus accelerates brain aging and cognitive decline: Complementary findings from UK Biobank and meta-analyses.
Synthesis in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 122 papers, 7 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
122 citing papers in PubMed, 7 syntheses or guidelines pooled it, 190 citations in OpenAlex.
- Altered cortical thickness in type 2 diabetes mellitus patients revealed by coordinate-based meta-analysis.BMC endocrine disorders · 2026Pooled it
- Structural and functional brain abnormal alteration in patients with type 2 diabetes mellitus: A coordinate-based meta-analysis.Translational psychiatry · 2025Pooled it
- The Impact of Exercise Training on the Brain and Cognition in Type 2 Diabetes, and its Physiological Mediators: A Systematic Review.Sports medicine - open · 2025Pooled it
- Domain-Specific and Domain-General Functional Brain Alterations in Type 2 Diabetes Mellitus: A Task-Based and Functional Connectivity Meta-Analysis.Brain and behavior · 2025Pooled it
- A Systematic Review of Semaglutide's Influence on Cognitive Function in Preclinical Animal Models and Cell-Line Studies.International journal of molecular sciences · 2024Pooled it
- A systematic review of the impact of type 2 diabetes on brain cortical thickness.Frontiers in dementia · 2024Pooled it
- Pooled 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
- A peripheral perspective on brain health: vascular and skeletal muscle contributions.American journal of physiology. Heart and circulatory physiology · 2026Review
- Neurovascular Actions of Dipeptidyl Peptidase-4 Inhibitors and Their Implications for Cognitive Dysfunction in Type 2 Diabetes Mellitus.Clinical psychopharmacology and neuroscience : the official scientific journal of the Korean College of Neuropsychopharmacology · 2026Review
- Brain insulin resistance as a driver of proteinopathy in neurodegeneration: from cell-type-specific mechanisms to targeted therapeutics.Translational neurodegeneration · 2026Review
- Cognitive benefits of a lifestyle-induced prediabetes remission intervention in Canada.Preventive medicine reports · 2026Article
- Mapping genetic convergence across brain structure, mental health, and cardiometabolic disease.Communications medicine · 2026Article
- Higher fasting brain glucose is associated with lower gray matter volume in healthy adults.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2026Article
- Optimizing Exercise Prescriptions for Cognitive Subdomains in Diabetes: A Systematic Review and Meta-Analysis of Dose-Response Variables.Behavioral sciences (Basel, Switzerland) · 2026Review
- Unlocking the aging brain: mTORC1 as a convergent integrator for neurodegeneration and therapeutic intervention.Biogerontology · 2026Review
- Association of glymphatic function with 40-Hz neural oscillations, systemic metabolic markers, and cognitive performance in healthy aging adults: An EEG and MRI study.Translational psychiatry · 2026Article
- Elevated HbA1c is associated with advanced brain age in severe obesity.medRxiv : the preprint server for health sciences · 2026Article
- Evaluation of Frequency, Severity and Spectrum of Cognitive Impairment and Its Associated Risk Factors in Elderly Individuals with Diabetes in India: A Prospective Observational Cohort Study.Advances in therapy · 2026Observational
- Quadruple Non-Insulin Therapy for Advanced Type 2 Diabetes Mellitus With Cognitive Impairment: A Case Report.Cureus · 2026Article
62 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 2 institutions in 1 country.
Funding
Abstract
Background: Type 2 diabetes mellitus (T2DM) is known to be associated with neurobiological and cognitive deficits; however, their extent, overlap with aging effects, and the effectiveness of existing treatments in the context of the brain are currently unknown. Methods: We characterized neurocognitive effects independently associated with T2DM and age in a large cohort of human subjects from the UK Biobank with cross-sectional neuroimaging and cognitive data. We then proceeded to evaluate the extent of overlap between the effects related to T2DM and age by applying correlation measures to the separately characterized neurocognitive changes. Our findings were complemented by meta-analyses of published reports with cognitive or neuroimaging measures for T2DM and healthy controls (HCs). We also evaluated in a cohort of T2DM-diagnosed individuals using UK Biobank how disease chronicity and metformin treatment interact with the identified neurocognitive effects. Results: The UK Biobank dataset included cognitive and neuroimaging data (N = 20,314), including 1012 T2DM and 19,302 HCs, aged between 50 and 80 years. Duration of T2DM ranged from 0 to 31 years (mean 8.5 ± 6.1 years); 498 were treated with metformin alone, while 352 were unmedicated. Our meta-analysis evaluated 34 cognitive studies (N = 22,231) and 60 neuroimaging studies: 30 of T2DM (N = 866) and 30 of aging (N = 1088). Compared to age, sex, education, and hypertension-matched HC, T2DM was associated with marked cognitive deficits, particularly in Conclusions: The neurocognitive impact of T2DM suggests marked acceleration of normal brain aging. T2DM gray matter atrophy occurred approximately 26% ± 14% faster than seen with normal aging; disease duration was associated with increased neurodegeneration. Mechanistically, our results suggest a neurometabolic component to brain aging. Clinically, neuroimaging-based biomarkers may provide a valuable adjunctive measure of T2DM progression and treatment efficacy based on neurological effects. Funding: The research described in this article was funded by the W. M. Keck Foundation (to LRMP), the White House Brain Research Through Advancing Innovative Technologies (BRAIN) Initiative (NSFNCS-FR 1926781 to LRMP), and the Baszucki Brain Research Fund (to LRMP). None of the funding sources played any role in the design of the experiments, data collection, analysis, interpretation of the results, the decision to publish, or any aspect relevant to the study. DJW reports serving on data monitoring committees for Novo Nordisk. None of the authors received funding or in-kind support from pharmaceutical and/or other companies to write this article.
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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 Socratic graph.