Evidence map›Paper›PMID 42577458›Full record

ArticleFrontiers in aging neuroscience2026

Alterations in static and dynamic topological properties of brain functional network after chronic high altitude exposure: a panel study.

Siyao Zeng, Yang Zhou, Sijia Guo, Yang Ou, Tingting Yang, Chong Xue, Xinqin Liu, Jie Liu, Jianbin Zhang, Wenjing Luo and 1 more

Abstract read
In one paragraph

Article in Frontiers in aging 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.

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

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

11 authors.

Siyao Zeng *The Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Yang Zhou *The Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Sijia Guo *The Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Yang OuThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Tingting YangThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Chong XueThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Xinqin LiuThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Jie LiuThe General Hospital of PLA Xizang Military Area Command, Lhasa, China.
Jianbin ZhangThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Wenjing LuoThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.
Xiaoming ChenThe Ministry of Education Key Laboratory of Hazard Assessment and Control in Special Operational Environments, Shaanxi Provincial Key Laboratory of Environmental Health Hazard Assessment and Protection, Shaanxi Provincial Key Laboratory of Free Radical Biology and Medicine, Department of Occupational and Environmental Health, School of Public Health, Fourth Military Medical University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Long-term exposure to a high-altitude (HA) hypoxic environment induces cognitive impairments, but the underlying mechanisms remain unclear. Notably, the specific topological features of brain networks in this context have not been thoroughly explored. This study investigated graph-based topological characteristics of brain networks from static and dynamic perspectives, and examined how these alterations contribute to the chronic HA-induced cognitive changes. Methods: This longitudinal panel study enrolled 49 college freshmen who relocated from low altitude to a HA region in Tibet. Comprehensive cognitive assessments and brain magnetic resonance imaging (MRI) were performed at baseline, 2 years, and 4 years. Resting-state functional MRI data were used to characterize the topological organization of functional brain networks, encompassing both nodal and global network properties. Results: Behavioral assessments showed persistent impairments in cognitive functions following prolonged HA exposure. Neuroimaging analyses consistently identified the left superior parietal gyrus, left inferior parietal lobule, and right Heschl's gyrus as key nodes for both static and dynamic nodal properties. After 4 years of HA exposure, all dynamic global network metrics were elevated relative to baseline values, and these alterations were associated significantly with cognitive changes. Specifically, increased variances of characteristic path length (Lp) and global efficiency (Eglob) correlated with working memory decline. Conclusion: Our findings demonstrate that variances in Lp and Eglob contribute significantly to chronic hypoxia-induced cognitive impairment. Collectively, these results provide novel evidence that dynamic functional instability, as reflected by altered fluctuations in Lp and Eglob, plays a pivotal role in driving hypoxia-related cognitive decline.

Indexed as

cognitive impairmentdynamic global network propertygraph theoretic analysishigh altitudemagnetic resonance imaging

Identifiers

PMID42577458
PMCPMC13454118

What Socratic holds

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LicenceCC BY
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Registered trials

None linked

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.