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Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media

Owing to the limitations of cross‐sectional studies, it is unclear whether social media induce brain changes, or if individuals with certain biological traits are more likely to use social media. Functional connectivity (FC) can reflect cerebral functional plasticity, and if social media can influen...

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Autores principales: Hu, Bo, Yu, Ying, Yan, Lin‐Feng, Qi, Guo‐Qing, Wu, Dong, Li, Yu‐Ting, Shi, An‐Ping, Liu, Chen‐Xi, Shang, Yu‐Xuan, Li, Ze‐Yang, Cui, Guang‐Bin, Wang, Wen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996346/
https://www.ncbi.nlm.nih.gov/pubmed/35072320
http://dx.doi.org/10.1002/hbm.25786
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author Hu, Bo
Yu, Ying
Yan, Lin‐Feng
Qi, Guo‐Qing
Wu, Dong
Li, Yu‐Ting
Shi, An‐Ping
Liu, Chen‐Xi
Shang, Yu‐Xuan
Li, Ze‐Yang
Cui, Guang‐Bin
Wang, Wen
author_facet Hu, Bo
Yu, Ying
Yan, Lin‐Feng
Qi, Guo‐Qing
Wu, Dong
Li, Yu‐Ting
Shi, An‐Ping
Liu, Chen‐Xi
Shang, Yu‐Xuan
Li, Ze‐Yang
Cui, Guang‐Bin
Wang, Wen
author_sort Hu, Bo
collection PubMed
description Owing to the limitations of cross‐sectional studies, it is unclear whether social media induce brain changes, or if individuals with certain biological traits are more likely to use social media. Functional connectivity (FC) can reflect cerebral functional plasticity, and if social media can influence cerebral FC, then the FC of light social media users should be more similar to that of heavy users after they “heavily” used social media for a long period. We combined longitudinal study design and intersubject correlation (ISC) analysis to investigate this similarity. Thirty‐five heavy and 21 light social media users underwent cognitive tests and functional MRIs. The 21 light social media users underwent another functional MRI scan after completing an additional four‐week social media task. We conducted the ISC at the group, individual, and brain‐region levels to investigate the similarity of FC and locate the brain regions most affected by social media. The FC of light social media users was more similar to that of heavy social media users after they completed the four‐week social media task. Then, social media had an impact on half of the brain, involving almost all brain networks. Finally, cerebral FC that mostly affected by social media was associated with selective attention. We concluded that the impact of social media use on cerebral functional connectivity changes is revealed by ISC method and longitudinal design, which may provide guidance for clinical practice. The methods used in the current research could also be applied to similar domains.
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spelling pubmed-89963462022-04-15 Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media Hu, Bo Yu, Ying Yan, Lin‐Feng Qi, Guo‐Qing Wu, Dong Li, Yu‐Ting Shi, An‐Ping Liu, Chen‐Xi Shang, Yu‐Xuan Li, Ze‐Yang Cui, Guang‐Bin Wang, Wen Hum Brain Mapp Research Articles Owing to the limitations of cross‐sectional studies, it is unclear whether social media induce brain changes, or if individuals with certain biological traits are more likely to use social media. Functional connectivity (FC) can reflect cerebral functional plasticity, and if social media can influence cerebral FC, then the FC of light social media users should be more similar to that of heavy users after they “heavily” used social media for a long period. We combined longitudinal study design and intersubject correlation (ISC) analysis to investigate this similarity. Thirty‐five heavy and 21 light social media users underwent cognitive tests and functional MRIs. The 21 light social media users underwent another functional MRI scan after completing an additional four‐week social media task. We conducted the ISC at the group, individual, and brain‐region levels to investigate the similarity of FC and locate the brain regions most affected by social media. The FC of light social media users was more similar to that of heavy social media users after they completed the four‐week social media task. Then, social media had an impact on half of the brain, involving almost all brain networks. Finally, cerebral FC that mostly affected by social media was associated with selective attention. We concluded that the impact of social media use on cerebral functional connectivity changes is revealed by ISC method and longitudinal design, which may provide guidance for clinical practice. The methods used in the current research could also be applied to similar domains. John Wiley & Sons, Inc. 2022-01-24 /pmc/articles/PMC8996346/ /pubmed/35072320 http://dx.doi.org/10.1002/hbm.25786 Text en © 2022 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Hu, Bo
Yu, Ying
Yan, Lin‐Feng
Qi, Guo‐Qing
Wu, Dong
Li, Yu‐Ting
Shi, An‐Ping
Liu, Chen‐Xi
Shang, Yu‐Xuan
Li, Ze‐Yang
Cui, Guang‐Bin
Wang, Wen
Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title_full Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title_fullStr Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title_full_unstemmed Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title_short Intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
title_sort intersubject correlation analysis reveals the plasticity of cerebral functional connectivity in the long‐term use of social media
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8996346/
https://www.ncbi.nlm.nih.gov/pubmed/35072320
http://dx.doi.org/10.1002/hbm.25786
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