Yulong Yin, Xu Li, Joseph T F Lau, Sunian Nan, Mingkun Ouyang, Xiao Cai, Pengcheng Wang
{"title":"消极情绪介导复杂大脑网络拓扑结构与智能手机使用障碍之间的关联:静息态脑电图研究","authors":"Yulong Yin, Xu Li, Joseph T F Lau, Sunian Nan, Mingkun Ouyang, Xiao Cai, Pengcheng Wang","doi":"10.1556/2006.2023.00077","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Increasing research has examined the factors related to smartphone use disorder. However, limited research has explored its neural basis.</p><p><strong>Aims: </strong>We aimed to examine the relationship between the topology of the resting-state electroencephalography (rs-EEG) brain network and smartphone use disorder using minimum spanning tree analysis. Furthermore, we examined how negative emotions mediate this relationship.</p><p><strong>Methods: </strong>This study included 113 young, healthy adults (mean age = 20.87 years, 46.9% males).</p><p><strong>Results: </strong>The results showed that the alpha- and delta-band kappas and delta-band leaf fraction were positively correlated with smartphone use disorder. In contrast, the alpha-band diameter was negatively correlated with smartphone use disorder. Negative emotions fully mediated the relationship between alpha-band kappa and alpha-band diameter and smartphone use disorder. Furthermore, negative emotions partially mediated the relationship between delta-band kappa and smartphone use disorder. The findings suggest that excessive scale-free alpha- and delta-band brain networks contribute to the emergence of smartphone use disorder. In addition, the findings also demonstrate that negative emotions and smartphone use disorder share the same neural basis. Negative emotions play a mediating role in the association between topological deviations and smartphone use disorder.</p><p><strong>Discussion: </strong>To the best of our knowledge, this is the first study to examine the neural basis of smartphone use disorder from the perspective of the topology of the rs-EEG brain network. Therefore, neuromodulation may be a potential intervention for smartphone use disorder.</p>","PeriodicalId":15049,"journal":{"name":"Journal of Behavioral Addictions","volume":" ","pages":"120-133"},"PeriodicalIF":6.6000,"publicationDate":"2024-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10988397/pdf/","citationCount":"0","resultStr":"{\"title\":\"Negative emotions mediate the association between the topology of the complex brain network and smartphone use disorder: A resting-state EEG study.\",\"authors\":\"Yulong Yin, Xu Li, Joseph T F Lau, Sunian Nan, Mingkun Ouyang, Xiao Cai, Pengcheng Wang\",\"doi\":\"10.1556/2006.2023.00077\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Increasing research has examined the factors related to smartphone use disorder. However, limited research has explored its neural basis.</p><p><strong>Aims: </strong>We aimed to examine the relationship between the topology of the resting-state electroencephalography (rs-EEG) brain network and smartphone use disorder using minimum spanning tree analysis. Furthermore, we examined how negative emotions mediate this relationship.</p><p><strong>Methods: </strong>This study included 113 young, healthy adults (mean age = 20.87 years, 46.9% males).</p><p><strong>Results: </strong>The results showed that the alpha- and delta-band kappas and delta-band leaf fraction were positively correlated with smartphone use disorder. In contrast, the alpha-band diameter was negatively correlated with smartphone use disorder. Negative emotions fully mediated the relationship between alpha-band kappa and alpha-band diameter and smartphone use disorder. Furthermore, negative emotions partially mediated the relationship between delta-band kappa and smartphone use disorder. The findings suggest that excessive scale-free alpha- and delta-band brain networks contribute to the emergence of smartphone use disorder. In addition, the findings also demonstrate that negative emotions and smartphone use disorder share the same neural basis. Negative emotions play a mediating role in the association between topological deviations and smartphone use disorder.</p><p><strong>Discussion: </strong>To the best of our knowledge, this is the first study to examine the neural basis of smartphone use disorder from the perspective of the topology of the rs-EEG brain network. Therefore, neuromodulation may be a potential intervention for smartphone use disorder.</p>\",\"PeriodicalId\":15049,\"journal\":{\"name\":\"Journal of Behavioral Addictions\",\"volume\":\" \",\"pages\":\"120-133\"},\"PeriodicalIF\":6.6000,\"publicationDate\":\"2024-02-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10988397/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journal of Behavioral Addictions\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1556/2006.2023.00077\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/3/26 0:00:00\",\"PubModel\":\"Print\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Behavioral Addictions","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1556/2006.2023.00077","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/3/26 0:00:00","PubModel":"Print","JCR":"Q1","JCRName":"PSYCHIATRY","Score":null,"Total":0}
Negative emotions mediate the association between the topology of the complex brain network and smartphone use disorder: A resting-state EEG study.
Background: Increasing research has examined the factors related to smartphone use disorder. However, limited research has explored its neural basis.
Aims: We aimed to examine the relationship between the topology of the resting-state electroencephalography (rs-EEG) brain network and smartphone use disorder using minimum spanning tree analysis. Furthermore, we examined how negative emotions mediate this relationship.
Methods: This study included 113 young, healthy adults (mean age = 20.87 years, 46.9% males).
Results: The results showed that the alpha- and delta-band kappas and delta-band leaf fraction were positively correlated with smartphone use disorder. In contrast, the alpha-band diameter was negatively correlated with smartphone use disorder. Negative emotions fully mediated the relationship between alpha-band kappa and alpha-band diameter and smartphone use disorder. Furthermore, negative emotions partially mediated the relationship between delta-band kappa and smartphone use disorder. The findings suggest that excessive scale-free alpha- and delta-band brain networks contribute to the emergence of smartphone use disorder. In addition, the findings also demonstrate that negative emotions and smartphone use disorder share the same neural basis. Negative emotions play a mediating role in the association between topological deviations and smartphone use disorder.
Discussion: To the best of our knowledge, this is the first study to examine the neural basis of smartphone use disorder from the perspective of the topology of the rs-EEG brain network. Therefore, neuromodulation may be a potential intervention for smartphone use disorder.
期刊介绍:
The aim of Journal of Behavioral Addictions is to create a forum for the scientific information exchange with regard to behavioral addictions. The journal is a broad focused interdisciplinary one that publishes manuscripts on different approaches of non-substance addictions, research reports focusing on the addictive patterns of various behaviors, especially disorders of the impulsive-compulsive spectrum, and also publishes reviews in these topics. Coverage ranges from genetic and neurobiological research through psychological and clinical psychiatric approaches to epidemiological, sociological and anthropological aspects.