Evidence map›Paper›PMID 40728687›Full record

ArticleBrain structure & function2025

Changes of network controllability and structural-function coupling in cerebral small vessel disease.

Chengxia Liu, Tian Tian, Yuanyuan Qin, Shun Zhang, Yuanhao Li, Wenzhen Zhu

Abstract read
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In one paragraph

Article in Brain structure & function, 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

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

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

6 authors.

Chengxia LiuDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China.ORCID http://orcid.org/0009-0009-4845-4291
Tian TianDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China.ORCID http://orcid.org/0000-0002-0224-2957
Yuanyuan QinDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China.ORCID http://orcid.org/0000-0002-0673-3200
Shun ZhangDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China.ORCID http://orcid.org/0000-0002-0001-1880
Yuanhao LiDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China. q1115423508@163.com.ORCID http://orcid.org/0000-0003-0440-0899
Wenzhen ZhuDepartment of Radiology, Tongji Hospital of Tongji Medical College of Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030, China. zhuwenzhen8612@163.com.ORCID http://orcid.org/0000-0001-6252-9450

Funding

National Key R&D Program of China 2022YFC2406903National Natural Science Foundation of China 82102024
6 · The paper itself

Abstract

This study aims to investigate potential changes in network controllability and structural-function coupling in cerebral small vessel disease (CSVD). Fifty-one CSVD patients and forty-one elderly controls underwent diffusion tensor imaging and resting-state functional magnetic resonance imaging. Average controllability and modal controllability were calculated using network control theory. Structural connectivity and functional connectivity were constructed respectively. Structural-functional coupling in each region was assessed using Spearman's rank correlation. Cognitive function was assessed using the Mini-Mental Scale Examination (MMSE) and the Trail Making Test (TMT). CSVD patients showed higher global average controllability but lower average controllability within the left prefrontal cortex. Additionally, they exhibited lower modular controllability at the global scale and within the Sensorimotor Network, while showing higher modular controllability in the left prefrontal cortex. Global average controllability was negatively correlated with MMSE scores and positively correlated with TMT-A and TMT-B scores. Global modal controllability was positively correlated with MMSE scores and negatively correlated with TMT-A and TMT-B scores. Global and regional changes in average controllability and modular controllability were linked to the severity of white matter injury. Moreover, regional structural-functional coupling was positively correlated with TMT-A scores at the global level, left sensorimotor cortex, and temporal cortex. Positive relationships were observed between TMT-B scores and the global and regional structural-functional coupling of several sub-networks. The integration of control theory and structural-function coupling may provide a comprehensive framework for elucidating the complex dynamics of CSVD and its association with cognitive impairment.

Indexed as

BrainCerebral Small Vessel DiseasesAgedBrain MappingCognitionDiffusion Tensor ImagingFemaleHumansMagnetic Resonance ImagingMaleMental Status and Dementia TestsMiddle AgedNeural PathwaysNeuropsychological TestsAgingCerebral small vessel diseaseCognitive dysfunctionDiffusion tensor imagingWhite matter hyperintensity

Identifiers

PMID40728687

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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.