Evidence map›Paper›PMID 41433019›Full record

ArticleGeroScience2026

Age-related degradation of cerebellar functional network topology.

Mingzhu Ye, Haishuo Xia, Tao Song, Zijin Liu, Antao Chen

Abstract read
In one paragraph

Article in GeroScience, 2026. 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

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

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

5 authors.

Mingzhu YeSchool of Psychology, Research Center for Exercise and Brain Science, Shanghai University of Sport, Shanghai, China.
Haishuo Xia7 T Magnetic Resonance Translational Medicine Research Center, Department of Radiology, Southwest Hospital, Army Medical University (Third Military Medical University), Chongqing, China.
Tao SongSchool of Psychology, Research Center for Exercise and Brain Science, Shanghai University of Sport, Shanghai, China.
Zijin LiuSchool of Psychology, Research Center for Exercise and Brain Science, Shanghai University of Sport, Shanghai, China.
Antao ChenBrain Health Institute, National Center for Mental Disorders, Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine and School of Psychology, Shanghai, China. antao.chen@sjtu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With the aging of global populations, understanding the role of the cerebellum in aging is crucial. However, existing studies primarily focus on structural and functional changes, leaving the topological properties of cerebellar functional networks in aging unclear. Here, we explored the aging effects on the topological organization of cerebellar functional networks and investigated the relationship between these changes and cognitive function. The results revealed that, compared with young adults, older adults exhibited declines in the global and local network efficiency, modularity, and small-world properties of the cerebellum. Additionally, reductions were observed in the betweenness centrality within the visual network (VN), the nodal efficiency (NE) within the VN and lateral somatomotor network (SMN(Lat)). Moreover, the nodal local efficiency (NLE) decreased in the default mode network and SMN(Lat) of older adults. Notably, the gamma value of the cerebellar network was positively correlated with Stroop task accuracy in the incongruent condition among older adults. Additionally, aging impaired whole-brain (including cerebellar) network efficiency but preserved modularity and small-world properties, and at the nodal level, cerebellar regions showed selective reductions in NE and NLE, alongside degree centrality reorganization. Exploratory analyses revealed gender-specific patterns in cerebellar network topology during aging, with males experiencing relatively limited declines and females showing more extensive deterioration. The findings indicated that aging is associated with disruptions in the global and regional topology of the cerebellar functional connectome, with females exhibiting more pronounced deterioration than males. The integrity of cerebellar network topology appeared crucial for maintaining cognitive control.

Indexed as

AgingCerebellumCognitionNerve NetAdultAgedBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedYoung AdultAgingCerebellarGraph theoryNeuroimagingTopological organization

Identifiers

PMID41433019
PMCPMC13601459

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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.