RETRACTED ARTICLE: A mechanistic model of the neural entropy increase elicited by psychedelic drugs

被引:0
|
作者
Rubén Herzog
Pedro A. M. Mediano
Fernando E. Rosas
Robin Carhart-Harris
Yonatan Sanz Perl
Enzo Tagliazucchi
Rodrigo Cofre
机构
[1] Universidad de Valparaíso,Centro Interdisciplinario de Neurociencia de Valparaíso
[2] University of Cambridge,Department of Psychology
[3] Imperial College London,Department of Brain Science, Centre for Psychedelic Research
[4] Imperial College London,Data Science Institute
[5] Imperial College London,Centre for Complexity Science
[6] University of Buenos Aires,Buenos Aires Physics Institute and Physics Department
[7] National Scientific and Technical Research Council,CIMFAV
[8] Universidad de San Andres,Ingemat, Facultad de Ingeniería
[9] Universidad de Valparaíso,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Psychedelic drugs, including lysergic acid diethylamide and other agonists of the serotonin 2A receptor (5HT2A-R), induce drastic changes in subjective experience, and provide a unique opportunity to study the neurobiological basis of consciousness. One of the most notable neurophysiological signatures of psychedelics, increased entropy in spontaneous neural activity, is thought to be of relevance to the psychedelic experience, mediating both acute alterations in consciousness and long-term effects. However, no clear mechanistic explanation for this entropy increase has been put forward so far. We sought to do this here by building upon a recent whole-brain model of serotonergic neuromodulation, to study the entropic effects of 5HT2A-R activation. Our results reproduce the overall entropy increase observed in previous experiments in vivo, providing the first model-based explanation for this phenomenon. We also found that entropy changes were not uniform across the brain: entropy increased in some regions and decreased in others, suggesting a topographical reconfiguration mediated by 5HT2A-R activation. Interestingly, at the whole-brain level, this reconfiguration was not well explained by 5HT2A-R density, but related closely to the topological properties of the brain’s anatomical connectivity. These results help us understand the mechanisms underlying the psychedelic state and, more generally, the pharmacological modulation of whole-brain activity.
引用
收藏
相关论文
共 50 条
  • [41] RETRACTED: Design of Financial Risk Control Model Based on Deep Learning Neural Network (Retracted Article)
    Yang, Donglai
    Ma, He
    Chen, Xiaoxin
    Liu, Lei
    Lang, Yuhang
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [42] RETRACTED: Online Loan Default Prediction Model Based on Deep Learning Neural Network (Retracted Article)
    Li, Baodong
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [43] RETRACTED: Mechanism of N-addition Grey Neural Network Model and its Application (Retracted Article)
    Li, Cuifeng
    2009 INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, PROCEEDINGS, 2009, : 372 - +
  • [44] RETRACTED: A Model of Spatial Cell Development in Rat Hippocampus Based on Artificial Neural Network (Retracted Article)
    Yu, Naigong
    Yu, Hejie
    Liao, Yishen
    Wang, Zongxia
    Sie, Ouattara
    JOURNAL OF HEALTHCARE ENGINEERING, 2021, 2021
  • [45] RETRACTED: Modeling and Simulation of Real Estate Valuation Based on Genetic Neural Network Model (Retracted Article)
    Shen, Shuli
    JOURNAL OF FUNCTION SPACES, 2022, 2022
  • [46] RETRACTED: Design and Research of the AI Badminton Model Based on the Deep Learning Neural Network (Retracted Article)
    Chen, Yujue
    Hu, He
    JOURNAL OF MATHEMATICS, 2022, 2022
  • [47] RETRACTED: A Novel Model Based on Neural Network of Evaporator in Solar Heat Pump System (Retracted Article)
    Wan, Qing
    Dong, Hua
    Fan, Bo
    Zhou, Enze
    Zheng, Pindi
    2010 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2010,
  • [48] RETRACTED: A Prediction Model Analysis of Behavior Recognition Based on Genetic Algorithm and Neural Network (Retracted Article)
    Wang, Qifu
    Liu, Shuzhi
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [49] RETRACTED: Early Warning Model of Sports Injury Based on RBF Neural Network Algorithm (Retracted Article)
    He, Fuxing
    COMPLEXITY, 2021, 2021
  • [50] RETRACTED: Intelligent Evaluation of Product Form Design Based on Deep Neural Network Model (Retracted Article)
    Wang, Shaoyun
    Wu, Qiang
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022