Altered cortical activation and functional network in post-traumatic stress disorder (PTSD) during an auditory cognitive processing

被引:0
|
作者
Shim, Miseon [1 ]
Lee, Seung-Hwan [2 ,3 ]
Hwang, Han-Jeong [1 ]
机构
[1] Kumoh Natl Inst Technol, Dept Med IT Convergence Engn, Gumi, South Korea
[2] Clin Emot & Cognit Res Lab, Goyang, South Korea
[3] Inje Univ, Ilsan Paik Hosp, Psychiat Dept, Goyang, South Korea
来源
2020 8TH INTERNATIONAL WINTER CONFERENCE ON BRAIN-COMPUTER INTERFACE (BCI) | 2020年
基金
新加坡国家研究基金会;
关键词
component; Electroencephalogram (EEG); Post-traumatic stress disorder (PTSD); Cognitive function; Brain network; Machine-learning; EEG; MACHINE;
D O I
10.1109/bci48061.2020.9061661
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The altered cognitive function related to intrusive memory is a distinguished symptom of post-traumatic stress disorder (PTSD). In the present study, we investigated the altered cortical activation and functional network in PTSD patients using electroencephalogram (EEG) measured during an auditory cognitive task. A time-series of neuronal activities was reconstructed using EEG from 25 PTSD patients and 25 healthy controls (HC). PTSD patients showed an unclear P300 event-related potential (ERP) waveform and significantly different power spectrum compared to HC. In addition, the altered network indices (low strength and clustering coefficient, but enhanced path length) appeared in PTSD patients, and the reduced nodal clustering coefficients were significantly related to symptom scores. Finally, we achieved the best classification of 80.00 % when differentiating PTSD patients and HC based on network features.
引用
收藏
页码:14 / 17
页数:4
相关论文
共 50 条
  • [1] Impaired functional cortical networks in the theta frequency band of patients with post-traumatic stress disorder during auditory-cognitive processing
    Shim, Miseon
    Hwang, Han-Jeong
    Lee, Seung-Hwan
    FRONTIERS IN PSYCHIATRY, 2022, 13
  • [2] Improving cognitive control in adolescents with post-traumatic stress disorder (PTSD)
    Schweizer, Susanne
    Samimi, Zobair
    Hasani, Jafar
    Moradi, Alireza
    Mirdoraghi, Fatemeh
    Khaleghi, Mohammad
    BEHAVIOUR RESEARCH AND THERAPY, 2017, 93 : 88 - 94
  • [3] Altered Cortico-Limbic Functional Connectivity During an Empathy Task in Subjects with Post-Traumatic Stress Disorder
    Pino, Maria Chiara
    Tempesta, Daniela
    Catalucci, Alessia
    Anselmi, Monica
    Nigri, Anna
    Iaria, Giuseppe
    Ferrara, Michele
    Mazza, Monica
    JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT, 2016, 38 (03) : 398 - 405
  • [4] A review of hippocampal activation in post-traumatic stress disorder
    Joshi, Sonalee A.
    Duval, Elizabeth R.
    Kubat, Bradley
    Liberzon, Israel
    PSYCHOPHYSIOLOGY, 2020, 57 (01)
  • [5] Altered Cortico-Limbic Functional Connectivity During an Empathy Task in Subjects with Post-Traumatic Stress Disorder
    Maria Chiara Pino
    Daniela Tempesta
    Alessia Catalucci
    Monica Anselmi
    Anna Nigri
    Giuseppe Iaria
    Michele Ferrara
    Monica Mazza
    Journal of Psychopathology and Behavioral Assessment, 2016, 38 : 398 - 405
  • [6] A longitudinal fMRI investigation in acute post-traumatic stress disorder (PTSD)
    Ke, Jun
    Zhang, Li
    Qi, Rongfeng
    Li, Weihui
    Hou, Cailan
    Zhong, Yuan
    He, Zhong
    Li, Lingjiang
    Lu, Guangming
    ACTA RADIOLOGICA, 2016, 57 (11) : 1387 - 1395
  • [7] Post-Traumatic Stress Disorder (PTSD) Following Childbirth: Prevalence and Contributing Factors
    Shaban, Zainab
    Dolatian, Mahrokh
    Shams, Jamal
    Alavi-Majd, Hamid
    Mahmoodi, Zohreh
    Sajjadi, Homeira
    IRANIAN RED CRESCENT MEDICAL JOURNAL, 2013, 15 (03) : 177 - 182
  • [8] Scene Construction and Spatial Processing in Post-traumatic Stress Disorder
    Marlatte, Hannah
    Beaton, Derek
    Adler-Luzon, Sarah
    Abo-Ahmad, Lina
    Gilboa, Asaf
    FRONTIERS IN BEHAVIORAL NEUROSCIENCE, 2022, 16
  • [9] An introduction to the psychotherapies for Post-traumatic Stress Disorder/PTSD: Towards a possible integration
    Lo Iacono, Gabriele
    Tettamanzi, Marilena
    RIVISTA DI PSICOLOGIA DELL EMERGENZA E DELL ASSISTENZA UMANITARIA, 2013, (11): : 36 - 78
  • [10] A Review of Trauma Specific Treatments (TSTs) for Post-Traumatic Stress Disorder (PTSD)
    Eunjung Lee
    Jessie Faber
    Kathryn Bowles
    Clinical Social Work Journal, 2022, 50 : 147 - 159