Evidence mapPaperPMID 40770174Full record

SynthesisTranslational psychiatry2025

Structural and functional brain abnormal alteration in patients with type 2 diabetes mellitus: A coordinate-based meta-analysis.

Di He, Zeqi Hao, Mengqi Zhao, Mengting Li, Na Hou, Yang Yu, Lulu Cheng, Xize Jia

Abstract readMeta-AnalysisSystematic Review
In one paragraph

Synthesis in Translational psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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.

Di He *School of Information and Electronics Technology, Jiamusi University, Jiamusi, China.
Zeqi Hao *School of Psychology, Zhejiang Normal University, Jinhua, China.
Mengqi ZhaoSchool of Psychology, Zhejiang Normal University, Jinhua, China.
Mengting LiSchool of Psychology, Zhejiang Normal University, Jinhua, China.
Na HouSchool of Foreign Studies, China University of Petroleum (East China), Qingdao, China.
Yang YuPsychiatry Department, the Second Affiliated Hospital Zhejiang University School of Medicine, Hangzhou, Zhejiang, China.
Lulu ChengSchool of Foreign Studies, China University of Petroleum (East China), Qingdao, China. cllsgnh@163.com.ORCID http://orcid.org/0000-0001-9260-9224
Xize JiaSchool of Psychology, Zhejiang Normal University, Jinhua, China. jiaxize@foxmail.com.ORCID http://orcid.org/0000-0003-4698-8723

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundType 2 diabetes mellitus (T2DM) is a prevalent chronic condition associated with a range of abnormalities in both the functional and structural aspects of the brain. However, existing studies have produced inconsistent results due to disease heterogeneity and small sample size. Therefore, we aim to examine common functional and structural alterations in patients with T2DM.

methodWe searched PubMed, Web of Science, and Embase (published before July 2023) and included a total of 52 valid studies (58 datasets), which have 2160 patients with T2DM and 2124 healthy controls (HCs). Then, we used the anisotropic effect size seed-based d mapping (AES-SDM) to examine changes in neural activity and grey matter volume (GMV) in patients with T2DM. To validate the findings of the AES-SDM results, two additional meta-analyses were performed using activation likelihood estimation (ALE) and multilevel kernel density analysis (MKDA).

resultsThe results showed that patients with T2DM exhibited abnormal neural activity, functional connectivity of default mode network, and GMV in brain regions related to visual processing, such as the occipital lobe, lingual gyrus, and Heschl's gyrus. In addition, functional or structural alterations were also found in other sensory-motor, cognitive, and attention-related brain regions in patients with T2DM. The results of ALE and MKDA fundamentally confirmed the findings of the AES-SDM analysis.

conclusionThese findings offer robust neural markers and deepen our understanding of the neurobiological underpinnings of T2DM.

Indexed as

BrainDiabetes Mellitus, Type 2Gray MatterBrain MappingHumansMagnetic Resonance Imaging

Identifiers

PMID40770174
PMCPMC12328820

What Socratic holds

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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.