Evidence map›Paper›PMID 36552090›Full record

ArticleBrain sciences2022

Evaluating the Alterations Induced by Virtual Reality in Cerebral Small-World Networks Using Graph Theory Analysis with Electroencephalography.

Shan Yang, Hyeon-Sik Hwang, Bao-Hua Zhu, Jian Chen, Ganbold Enkhzaya, Zhi-Ji Wang, Eun-Seong Kim, Nam-Young Kim

Abstract read
In one paragraph

Article in Brain sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 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.

Shan YangRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0002-7794-8882
Hyeon-Sik HwangRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.
Bao-Hua ZhuRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0002-4223-250X
Jian ChenRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0002-1683-1963
Ganbold EnkhzayaRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.
Zhi-Ji WangRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0001-7816-0790
Eun-Seong KimRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0002-2440-9228
Nam-Young KimRFIC Center, Department of Electronic Engineering, Kwangwoon University, Seoul 01897, Republic of Korea.ORCID 0000-0003-4264-2928

Funding

Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education 2018R1A6A1A03025242Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education 2018R1D1A1A09083353Kwangwoon University Grant in 2022
6 · The paper itself

Abstract

Virtual reality (VR), a rapidly evolving technology that simulates three-dimensional virtual environments for users, has been proven to activate brain functions. However, the continuous alteration pattern of the functional small-world network in response to comprehensive three-dimensional stimulation rather than realistic two-dimensional media stimuli requires further exploration. Here, we aimed to validate the effect of VR on the pathways and network parameters of a small-world organization and interpret its mechanism of action. Fourteen healthy volunteers were selected to complete missions in an immersive VR game. The changes in the functional network in six different frequency categories were analyzed using graph theory with electroencephalography data measured during the pre-, VR, and post-VR stages. The mutual information matrix revealed that interactions between the frontal and posterior areas and those within the frontal and occipital lobes were strengthened. Subsequently, the betweenness centrality (BC) analysis indicated more robust and extensive pathways among hubs. Furthermore, a specific lateralized channel (O1 or O2) increment in the BC was observed. Moreover, the network parameters improved simultaneously in local segregation, global segregation, and global integration. The overall topological improvements of small-world organizations were in high-frequency bands and exhibited some degree of sustainability.

Indexed as

betweenness centralityelectroencephalographygraph theorysmall-world networkstwo-streams hypothesisvirtual reality

Identifiers

PMID36552090
PMCPMC9776076

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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.