Evidence map›Paper›PMID 35608247›Full record

SynthesiseLife2022

Type 2 diabetes mellitus accelerates brain aging and cognitive decline: Complementary findings from UK Biobank and meta-analyses.

Botond Antal, Liam P McMahon, Syed Fahad Sultan, Andrew Lithen, Deborah J Wexler, Bradford Dickerson, Eva-Maria Ratai, Lilianne R Mujica-Parodi

Open access · goldFull text readMeta-Analysis
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
122citing papers in PubMed, 7 pooled it
26.7field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

122 citing papers in PubMed, 7 syntheses or guidelines pooled it, 190 citations in OpenAlex.

  1. Pooled it
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  8. Trial
  9. A peripheral perspective on brain health: vascular and skeletal muscle contributions.American journal of physiology. Heart and circulatory physiology · 2026
    Review
  10. 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 · 2026
    Review
  11. Review
  12. Article
  13. Article
  14. 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 · 2026
    Article
  15. Review
  16. Review
  17. Article
  18. Elevated HbA1c is associated with advanced brain age in severe obesity.medRxiv : the preprint server for health sciences · 2026
    Article
  19. Observational
  20. Article

62 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors at 2 institutions in 1 country.

Botond AntalDepartment of Biomedical Engineering, Stony Brook University, Stony Brook, United States.ORCID 0000-0002-0775-6033
Liam P McMahonDepartment of Biomedical Engineering, Stony Brook University, Stony Brook, United States.
Syed Fahad SultanDepartment of Computer Science, Stony Brook University, Stony Brook, United States.
Andrew LithenDepartment of Biomedical Engineering, Stony Brook University, Stony Brook, United States.
Deborah J WexlerDiabetes Center, Massachusetts General Hospital and Harvard Medical School, Boston, United States.
Bradford DickersonAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, United States.
Eva-Maria RataiAthinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, United States.
Lilianne R Mujica-ParodiDepartment of Biomedical Engineering, Stony Brook University, Stony Brook, United States.ORCID 0000-0002-3752-5519
Harvard University · USStony Brook University · US

Funding

Medical Research Council MC_PC_17228Medical Research Council MC_QA137853
6 · The paper itself

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.

Indexed as

Cognitive DysfunctionDiabetes Mellitus, Type 2MetforminAgedAged, 80 and overAgingAtrophyBiological Specimen BanksCross-Sectional StudiesHumansMagnetic Resonance ImagingMiddle AgedUnited KingdomMetforminagingbraindiabetesepidemiologyfunctional MRIglobal healthhumanmedicineMRIneuroimaging

Identifiers

PMID35608247
PMCPMC9132576
OpenAlexW4281399042

What Socratic holds

Textfull text, public
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.