Evidence map›Paper›PMID 40596237›Full record

ArticleScientific reports2025

A cross sectional study of the diabetes mediated GGT to HDL ratio and cognitive function in older adults.

Ye Wang, Yanping Mao, Tianmei Xu, Lujie Han, Wenxuan Zhang, Wangdi Sun, Jiaxi Xu, Enyan Yu

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. 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

8 authors.

Ye WangThe Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, 310053, China.
Yanping MaoDepartment of Psychiatry, Zhejiang Cancer Hospital, Chinese Academy of Sciences, Hangzhou Institute of Medicine (HIM), Hangzhou, 310022, Zhejiang, China.
Tianmei XuThe Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, 310053, China.
Lujie HanCenter for Rehabilitation Medicine, Department of Neurology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou, Zhejiang, China.
Wenxuan ZhangThe Second Clinical Medical College of Zhejiang Chinese Medical University, Hangzhou, 310053, China.
Wangdi SunDepartment of Psychiatry, Zhejiang Hospital, Hangzhou, 310013, Zhejiang, China.
Jiaxi XuDepartment of Psychiatry, Tongde Hospital of Zhejiang Province, Hangzhou, 311122, Zhejiang, China.
Enyan YuDepartment of Psychiatry, Zhejiang Cancer Hospital, Chinese Academy of Sciences, Hangzhou Institute of Medicine (HIM), Hangzhou, 310022, Zhejiang, China. yeyedu103@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The rising incidence of cognitive disorders has become a significant challenge in global public health. The ratio of Gamma-glutamyl transferase (GGT) to high-density lipoprotein (HDL), associated with insulin resistance, has an unclear relationship with cognitive function. Our cross-sectional study utilized data from the NHANES database, employing the digit symbol substitution test (DSST) to assess cognitive ability. We conducted weighted linear regression, weighted mediation analysis, dose-response relationships, and subgroup analyses to investigate the link between the GGT/HDL ratio and DSST scores, with a particular focus on the mediating role of diabetes. The study included 2750 participants. After adjusting for covariates, we found that a higher GGT/HDL ratio was significantly correlated with lower DSST scores (β = -0.06, 95% CI -0.08 to -0.04, P < 0.001, P for non-linear = 0.169), and diabetes mediated the relationship between the GGT/HDL ratio and DSST scores, accounting for 13.8% of the total effect (P = 0.034). These findings suggest that in the U.S. population aged 60 and above, an increased GGT/HDL ratio is associated with an increased risk of cognitive decline, with diabetes playing a mediating role in this association.

Indexed as

CognitionCognitive DysfunctionDiabetes Mellitusgamma-GlutamyltransferaseLipoproteins, HDLAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition Surveysgamma-GlutamyltransferaseLipoproteins, HDLCognitive impairmentDiabetes mellitusGamma-glutamyl transferaseGGT/HDL ratioHigh-density lipoproteinNHANES

Identifiers

PMID40596237
PMCPMC12219862

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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.