Evidence map›Paper›PMID 41348709›Full record

SynthesisPloS one2025

The influence of type 2 diabetes and its metabolic correlates in middle-aged adults on cognition at mid and later life; A systematic review and meta-analysis.

Oisin C Joyce, Cliodhna McHugh, David Mocker, Fiona Wilson, Áine M Kelly

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in PloS one, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

5 authors.

Oisin C JoyceDepartment of Physiology, School of Medicine, Level 2, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
Cliodhna McHughDepartment of Physiology, School of Medicine, Level 2, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.
David MockerJohn Stearne Library, Trinity Centre, St James's Hospital, Dublin, Ireland.ORCID https://orcid.org/0000-0001-6171-8751
Fiona WilsonDiscipline of Physiotherapy, School of Medicine, Trinity Centre for Health Sciences, St James's Hospital, Dublin, Ireland.
Áine M KellyDepartment of Physiology, School of Medicine, Level 2, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin, Ireland.ORCID https://orcid.org/0000-0002-9255-0848

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionWhile previous studies have examined the link between Type 2 Diabetes Mellitus (T2DM) and cognitive function in middle-aged adults, no review has explored the long-term effects on cognition of T2DM when diagnosed at midlife. This review aims to investigate any association between T2DM and its metabolic correlates during midlife and measures of cognitive function, spanning from midlife into later life.

methodsElectronic databases (EMBASE, Medline, CINAHL, Web of Science) were explored from their establishment until December 2023 to identify studies exploring the link between T2DM in midlife (40-65 years) and cognitive function. T2DM was defined based on ESC and AHA criteria, encompassing diabetes status, FBG, HbA1c levels, and MetS presence. Cognitive function in mid and/or later life was categorised into functioning sub-domains, with tests selected to reflect predominant cognitive functions utilised. A random-effects meta-analysis was performed, and study quality assessed using the AXIS tool.

resultsWe included 151 studies of moderate to high quality. Studies were independently screened in a step-by-step process, with a subset of studies that met the criteria selected for inclusion in a meta-analysis. Due to limited availability of raw data for cognitive measures at later life, meta-analysis was conducted on studies assessing cognitive function at midlife only. In the case of later life, the majority of longitudinal studies reported negative relationships between midlife T2DM and cognitive function, specifically in the modalities of executive function and global cognition; findings for memory were conflicting. Qualitive assessment of 107 studies where cognitive function was assessed at midlife found no association between it and midlife T2DM. However, meta-analysis of 10 studies revealed a negative impact of T2DM on memory (MD = -0.19; 95% CI = -0.26 to -0.11; I2 = 25%), executive function (MD = -0.14; 95% CI = -0.25 to -0.04; I2 = 0%), and global cognition (MD = -0.26; 95% CI = -0.34 to -0.17; I2 = 0%). DISCUSSION: This study highlights the impact of midlife T2DM on a variety of cognitive domains from midlife onwards, suggesting that timely diagnosis of T2DM and its careful management may be an important strategy in preserving cognitive function through the lifespan. Given the contrast in results from qualitative and quantitative analysis that we report in the case of midlife cognitive function, we also emphasise the value of combining both methodological approaches where possible.

Indexed as

CognitionCognitive DysfunctionDiabetes Mellitus, Type 2AdultAgedFemaleHumansMaleMiddle Aged

Identifiers

PMID41348709
PMCPMC12680190

What OpenQuestion holds

Textmetadata
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 OpenQuestion graph.