Evidence map›Paper›PMID 40166679›Full record

ArticleFrontiers in endocrinology2025

Potential compensatory mechanism for cognitive impairment in type 2 diabetes and prediabetes: altered structure-function coupling.

Weiye Lu, Xuan Huang, Die Shen, Kun Wang, Jiahe Wang, Ziyu Diao, Shijun Qiu

Abstract read
In one paragraph

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

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0cells of the map it votes in
1citing papers in PubMed
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1 · What the graph read from it

What it found

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Weiye LuThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Xuan HuangThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Die ShenThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Kun WangThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Jiahe WangThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Ziyu DiaoThe First Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.
Shijun QiuDepartment of Radiology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Structure-function (SC-FC) coupling may be more sensitive to detecting changes in the brain than any single modality. The aim of this study was to investigate the effects of SC-FC coupling changes on cognition and their interactions in patients with prediabetes and type 2 diabetes mellitus (T2DM). Methods: A total of 493 participants (119 with normal glucose metabolism (NGM), 125 with prediabetes, and 249 with T2DM) were included in the study. Diffusion-weighted MRI and resting state functional MRI data were used to quantify SC-FC coupling. General linear model and linear regression analysis were used to evaluate the relationship between glucose metabolism, SC-FC coupling, and cognition. Mediation models were used to evaluate the mediating role of regional SC-FC coupling between diabetes-related measures and cognition. Results: The regional coupling strength of SC-FC varied greatly in different brain regions, but was strongest in the ventral attention and somatmotor network areas. Compared with NGM patients, T2DM patients had higher SC-FC coupling in the default mode network but lower SC-FC coupling in the limbic network. In addition, fasting glucose and HbA Conclusion: T2DM and diabetes-related measures were associated with abnormal SC-FC coupling of the limbic network. The recombination of SC-FC coupling relationships in the limbic network may indicate a potential compensatory mechanism for cognitive decline that begins in prediabetes.

Indexed as

BrainCognitive DysfunctionDiabetes Mellitus, Type 2Prediabetic StateAgedBlood GlucoseFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedBlood Glucosecognitive impairmentdiffusion-weighted MRIresting state functional MRIstructure-function couplingtype 2 diabetes mellitus

Identifiers

PMID40166679
PMCPMC11955491

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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.