Evidence map›Paper›PMID 41924012›Full record

ArticleFrontiers in neuroscience2026

Association of metabolic syndrome severity with cognitive decline among Chinese older adults: evidence from two prospective cohort studies.

Ming Chen, Lu Liu, Na Liu, Ji-Wen Che, Yuan-Yuan Peng, Yan Zeng

Abstract read
In one paragraph

Article in Frontiers in neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

6 authors.

Ming ChenHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
Lu LiuHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
Na LiuHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
Ji-Wen CheHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
Yuan-Yuan PengHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.
Yan ZengHubei Provincial Clinical Research Center for Alzheimer's Disease, Tianyou Hospital, School of Medicine, Wuhan University of Science and Technology, Wuhan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The relationship between metabolic syndrome (MetS) severity and cognitive decline is not well understood, largely because the traditional binary diagnosis of MetS is unable to capture its continuous nature. Methods: This longitudinal study included 1,191 participants aged ≥ 60 years from the Hubei Memory and Aging Cohort Study (HMACS, 2016-2024) and 2,281 participants from the China Health and Retirement Longitudinal Study (CHARLS, 2011-2020). Annual rates of cognitive decline were calculated using standardized z-scores. An age-sex-ethnicity-specific MetS score model was used to calculate the MetS score for assessing MetS severity. The Cumulative MetS score was defined as (baseline MetS score + final MetS score)/2 × follow-up duration. The association between baseline and cumulative MetS score and annual rates of cognitive decline was evaluated using linear mixed models. Results from the two cohorts were pooled through random-effects meta-analysis. Sensitivity analyses included re-clustering of MetS trajectories and exclusion of participants with younger than 65 years and baseline cognitive impairment. Results: A higher baseline MetS score was associated with a faster rate of global cognitive decline [ Discussion: Greater MetS severity is linked to a faster rate of cognitive decline in Chinese older adults, underscoring the urgent need for early detection of MetS and targeted interventions to mitigate the risk of cognitive deterioration.

Indexed as

CHARLScognitive declinedual-cohort studylongitudinal studymetabolic syndrome severity

Identifiers

PMID41924012
PMCPMC13036125

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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 OpenQuestion graph.