Neuronal Abnormalities Induced by an Intelligent Virtual Reality System for Methamphetamine Use Disorder

C. Chen, Ming-yen Tsai, H. Wu, C. Chung, Y. Lee, P. Chiu, P. Tsai, S.R. Sheng, S. Yeh

Research output: Contribution to journalJournal Article peer-review

9 Scopus citations

Abstract

Methamphetamine use disorder (MUD) is a brain disease that leads to altered regional neuronal activity. Virtual reality (VR) is used to induce the drug cue reactivity. Previous studies reported significant frequency-specific abnormalities in patients with MUD during VR induction of drug craving. However, whether those patients exhibit neuronal abnormalities after VR induction that could serve as the treatment target remains unclear. Here, we developed an integrated VR system for inducing drug related changes and investigated the neuronal abnormalities after VR exposure in patients. Fifteen patients with MUD and ten healthy subjects were recruited and exposed to drug-related VR environments. Resting-state EEG were recorded for 5 minutes twice-before and after VR and transformed to obtain the frequency-specific data. Three self-reported scales for measurement of the anxiety levels and impulsivity of participants were obtained after VR task. Statistical tests and machine learning methods were employed to reveal the differences between patients and healthy subjects. The result showed that patients with MUD and healthy subjects significantly differed in, and power changes after VR. These neuronal abnormalities in patients were associated with the self-reported behavioral scales, indicating impaired impulse control. Our findings of resting-state EEG abnormalities in patients with MUD after VR exposure have the translation value and can be used to develop the treatment strategies for methamphetamine use disorder.
Original languageAmerican English
JournalIEEE Journal of Biomedical and Health Informatics
Volume26
Issue number7
DOIs
StatePublished - 2022

Keywords

  • Atmospheric measurements
  • Diseases
  • Drugs
  • EEG
  • Electroencephalography
  • Hospitals
  • Index terms ---Neuronal abnormalities
  • Methamphetamine use disorder (MUD)
  • Multiuser detection
  • Particle measurements
  • Resting-state
  • Virtual Reality (VR)
  • Atmospheric measurement
  • Drug
  • Healthy subjects
  • Index term ---neuronal abnormality
  • Index terms
  • Methamphetamine use disorder
  • Particle measurement
  • Resting state
  • Virtual reality
  • Virtual reality system

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