A method of identifying chronic stress by EEG
There are a lot of studies on chronic stress assessment applying psychology instruments or hormones analysis. However, there are only few studies using electroencephalogram (EEG), which is a non-invasive method providing objective inspection on brain functioning. In this paper, we analyzed overall c...
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| Published in | Personal and ubiquitous computing Vol. 17; no. 7; pp. 1341 - 1347 |
|---|---|
| Main Authors | , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
London
Springer London
01.10.2013
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1617-4909 1617-4917 |
| DOI | 10.1007/s00779-012-0593-3 |
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| Abstract | There are a lot of studies on chronic stress assessment applying psychology instruments or hormones analysis. However, there are only few studies using electroencephalogram (EEG), which is a non-invasive method providing objective inspection on brain functioning. In this paper, we analyzed overall complexity and spectrum power of certain EEG bands (theta, alpha and beta) collected from two groups of human subjects—high stress versus moderate stress at prefrontal sites (Fp1, Fp2 and Fpz). The results showed that the differences of nonlinear features (C0, LZC, D2, L1 and RE) and linear features (power and alpha asymmetry score) between two groups are significant. C0, LZC and D2 significantly increased in stress group at Fp1 and Fp2, while L1 and RE significantly decreased. And those with chronic stress have higher left prefrontal power. Finally, we suggest that it may be effective to discriminate the high-stress people from moderate-stress people by EEG. |
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| AbstractList | There are a lot of studies on chronic stress assessment applying psychology instruments or hormones analysis. However, there are only few studies using electroencephalogram (EEG), which is a non-invasive method providing objective inspection on brain functioning. In this paper, we analyzed overall complexity and spectrum power of certain EEG bands (theta, alpha and beta) collected from two groups of human subjects—high stress versus moderate stress at prefrontal sites (Fp1, Fp2 and Fpz). The results showed that the differences of nonlinear features (C0, LZC, D2, L1 and RE) and linear features (power and alpha asymmetry score) between two groups are significant. C0, LZC and D2 significantly increased in stress group at Fp1 and Fp2, while L1 and RE significantly decreased. And those with chronic stress have higher left prefrontal power. Finally, we suggest that it may be effective to discriminate the high-stress people from moderate-stress people by EEG. Issue Title: Special Issue: U-Business and U-Healthcare/Special Issue: Interaction and Visualization of 3D Virtual Environments on Mobile Devices There are a lot of studies on chronic stress assessment applying psychology instruments or hormones analysis. However, there are only few studies using electroencephalogram (EEG), which is a non-invasive method providing objective inspection on brain functioning. In this paper, we analyzed overall complexity and spectrum power of certain EEG bands (theta, alpha and beta) collected from two groups of human subjects--high stress versus moderate stress at prefrontal sites (Fp1, Fp2 and Fpz). The results showed that the differences of nonlinear features (C0, LZC, D2, L1 and RE) and linear features (power and alpha asymmetry score) between two groups are significant. C0, LZC and D2 significantly increased in stress group at Fp1 and Fp2, while L1 and RE significantly decreased. And those with chronic stress have higher left prefrontal power. Finally, we suggest that it may be effective to discriminate the high-stress people from moderate-stress people by EEG.[PUBLICATION ABSTRACT] |
| Author | Zheng, Fang Peng, Hong Hu, Bin Cai, Qingcui Yang, Yongxia Fan, Dangping Zhao, Wen Chen, Xuebin |
| Author_xml | – sequence: 1 givenname: Hong surname: Peng fullname: Peng, Hong organization: The School of Information Science and Engineering, Lanzhou University – sequence: 2 givenname: Bin surname: Hu fullname: Hu, Bin email: bh@lzu.edu.cn organization: The School of Information Science and Engineering, Lanzhou University, School of CTN, TEE, Birmingham City University – sequence: 3 givenname: Fang surname: Zheng fullname: Zheng, Fang organization: The School of Information Science and Engineering, Lanzhou University – sequence: 4 givenname: Dangping surname: Fan fullname: Fan, Dangping organization: The School of Information Science and Engineering, Lanzhou University – sequence: 5 givenname: Wen surname: Zhao fullname: Zhao, Wen organization: The School of Information Science and Engineering, Lanzhou University – sequence: 6 givenname: Xuebin surname: Chen fullname: Chen, Xuebin organization: Department of Mental Health, The First Affiliated Hospital of Lanzhou University – sequence: 7 givenname: Yongxia surname: Yang fullname: Yang, Yongxia organization: The Special Education School – sequence: 8 givenname: Qingcui surname: Cai fullname: Cai, Qingcui organization: The Special Education School |
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| Cites_doi | 10.1016/j.pnpbp.2004.05.031 10.1146/annurev.bioeng.5.040202.121601 10.1007/BF00931237 10.1016/j.clinph.2008.01.104 10.1146/annurev.clinpsy.1.102803.144141 10.1016/0167-2789(93)90009-P 10.1016/j.clinph.2005.06.011 10.1016/j.physd.2007.09.007 10.1109/TIT.1976.1055501 10.1093/jpepsy/17.5.587 10.1016/j.biopsycho.2010.08.001 10.1053/scnp.2002.33127 10.1146/annurev.clinpsy.1.102803.143938 10.1016/0013-4694(96)95638-2 10.1016/S1388-2457(01)00544-2 10.1016/j.biopsycho.2005.06.010 10.1093/acprof:oso/9780195050387.001.0001 10.1016/j.compbiomed.2004.12.003 |
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| References | Hammen (CR8) 2005; 1 Davidson, Davidson, Hugdahl (CR13) 1995 Cai, Sun (CR15) 2008; 47 Chen, Gu, Xu, Liu, Liu (CR14) 1998; 14 Heim, Nemeroff (CR1) 2002; 7 Nunez (CR5) 2006 McGonagle, Kessler (CR9) 1990; 18 Stam (CR7) 2005; 116 Blackhart, Minnix, Kline (CR10) 2006; 72 Cate Miller, Gordon, Daniele, Diller (CR4) 1992; 17 Nagarajan, Szczepanski, Wajnryb (CR17) 2008; 237 Schneiderman, Gail Ironson, Siegel (CR2) 2005; 1 Li, Tong, Liu, Gai, Wang, Wang, Qiu, Zhu (CR12) 2008; 119 van Praag (CR3) 2004; 28 Stam, van Woerkom, Pritchard (CR18) 1996; 99 Lempel, Ziv (CR16) 1976; 22 Kemp, Griffiths, Felmingham, Shankman, Drinkenburg, Arns, Clark, Bryant (CR11) 2010; 85 Rosenstein, Collins, De Luca (CR21) 1993; 65 Kulish, Sourin, Sourina (CR20) 2006; 36 Tang, Li, Tong, Li, Zhu (CR22) 2009; 26 Thakor, Tong (CR6) 2004; 6 Lee, Zhu, Xu, Shen, Zhang, Thakor (CR19) 2001; 112 593_CR15 593_CR14 KA McGonagle (593_CR9) 1990; 18 NV Thakor (593_CR6) 2004; 6 HM Praag van (593_CR3) 2004; 28 AH Kemp (593_CR11) 2010; 85 C Heim (593_CR1) 2002; 7 GC Blackhart (593_CR10) 2006; 72 N Schneiderman (593_CR2) 2005; 1 MT Rosenstein (593_CR21) 1993; 65 Y-J Lee (593_CR19) 2001; 112 C Hammen (593_CR8) 2005; 1 CJ Stam (593_CR18) 1996; 99 Y Li (593_CR12) 2008; 119 RJ Davidson (593_CR13) 1995 A Lempel (593_CR16) 1976; 22 V Kulish (593_CR20) 2006; 36 Y Tang (593_CR22) 2009; 26 A Cate Miller (593_CR4) 1992; 17 R Nagarajan (593_CR17) 2008; 237 PL Nunez (593_CR5) 2006 CJ Stam (593_CR7) 2005; 116 |
| References_xml | – volume: 28 start-page: 891 issue: 5 year: 2004 end-page: 907 ident: CR3 article-title: Can stress cause depression? publication-title: Prog Neuropsychopharmacol Biol Psychiatry doi: 10.1016/j.pnpbp.2004.05.031 – volume: 6 start-page: 453 year: 2004 end-page: 495 ident: CR6 article-title: Advances in quantitative electroencephalogram analysis methods publication-title: Annu Rev Biomed Eng doi: 10.1146/annurev.bioeng.5.040202.121601 – volume: 47 start-page: 133 issue: 6 year: 2008 end-page: 140 ident: CR15 article-title: Improved C0-complexity and its applications publication-title: J Fudan Univ – volume: 18 start-page: 681 issue: 5 year: 1990 end-page: 706 ident: CR9 article-title: Chronic stress, acute stress, and depressive symptoms publication-title: Am J Commun Psychol doi: 10.1007/BF00931237 – volume: 119 start-page: 1232 issue: 6 year: 2008 end-page: 1241 ident: CR12 article-title: Abnormal EEG complexity in patients with schizophrenia and depression publication-title: Clin Neurophysiol doi: 10.1016/j.clinph.2008.01.104 – volume: 1 start-page: 607 year: 2005 end-page: 628 ident: CR2 article-title: Stress and health: psychological, behavioral and biological determinant publication-title: Annu Rev Clin Psychol doi: 10.1146/annurev.clinpsy.1.102803.144141 – start-page: 361 year: 1995 end-page: 387 ident: CR13 article-title: Cerebral asymmetry, emotion, and affective style publication-title: Brain asymmetry – volume: 65 start-page: 117 issue: 1–2 year: 1993 end-page: 134 ident: CR21 article-title: A practical method for calculating Largest Lyapunov exponents from small data sets publication-title: Phys D Nonlinear Phenom doi: 10.1016/0167-2789(93)90009-P – volume: 116 start-page: 2266 issue: 10 year: 2005 end-page: 2301 ident: CR7 article-title: Nonliear dynamical analysis of EEG and EMG: review of an emerging field publication-title: Clin Neurophysiol doi: 10.1016/j.clinph.2005.06.011 – volume: 237 start-page: 359 issue: 3 year: 2008 end-page: 364 ident: CR17 article-title: Interpreting non-random signatures in biomedical signals with Lempel–Ziv complexity publication-title: Phys D Nonlinear Phenom doi: 10.1016/j.physd.2007.09.007 – volume: 22 start-page: 75 issue: 1 year: 1976 end-page: 81 ident: CR16 article-title: On the complexity of finite sequences publication-title: Inf Theory doi: 10.1109/TIT.1976.1055501 – volume: 17 start-page: 587 issue: 5 year: 1992 end-page: 605 ident: CR4 article-title: Stress, appraisal, and coping in mothers of disabled and nondisabled children publication-title: J Pediatr Psychol doi: 10.1093/jpepsy/17.5.587 – volume: 85 start-page: 350 issue: 2 year: 2010 end-page: 354 ident: CR11 article-title: Disorder specificity despite comorbidity: resting EEG alpha asymmetry in major depressive disorder and post-traumatic stress disorder publication-title: Biol Psychol doi: 10.1016/j.biopsycho.2010.08.001 – volume: 7 start-page: 147 issue: 2 year: 2002 end-page: 159 ident: CR1 article-title: Neurobiology of early life stress: clinical studies publication-title: Semin Clin Neuropsychiatry doi: 10.1053/scnp.2002.33127 – volume: 1 start-page: 293 year: 2005 end-page: 319 ident: CR8 article-title: Stress and depression publication-title: Ann Rev Clin Psychol doi: 10.1146/annurev.clinpsy.1.102803.143938 – volume: 14 start-page: 435 issue: 3 year: 1998 end-page: 437 ident: CR14 article-title: A new measurement of complexity for studying EEG mutual information publication-title: Biophys Sinica – volume: 26 start-page: 739 issue: 4 year: 2009 end-page: 742 ident: CR22 article-title: Entroy analysis of the EEG alpha activity in depression patients publication-title: J Biomed Eng – volume: 99 start-page: 214 issue: 3 year: 1996 end-page: 224 ident: CR18 article-title: Use of non-linear EEG measures to characterize EEG changes during mental activity publication-title: Electroencephalogr Clin Neurophysiol doi: 10.1016/0013-4694(96)95638-2 – volume: 112 start-page: 1288 issue: 7 year: 2001 end-page: 1294 ident: CR19 article-title: Detection of non-linearity in the EEG of schizophrenic patients publication-title: Clin Neurophysiol doi: 10.1016/S1388-2457(01)00544-2 – volume: 72 start-page: 46 issue: 1 year: 2006 end-page: 50 ident: CR10 article-title: Can EEG asymmetry patterns predict future development of anxiety and depression? A preliminary study publication-title: Biol Psychol doi: 10.1016/j.biopsycho.2005.06.010 – year: 2006 ident: CR5 publication-title: Electric fields of the brain doi: 10.1093/acprof:oso/9780195050387.001.0001 – volume: 36 start-page: 291 issue: 3 year: 2006 end-page: 302 ident: CR20 article-title: Human electroencephalograms seen as fractal time series: mathematical analysis and visualization publication-title: Comput Biol Med doi: 10.1016/j.compbiomed.2004.12.003 – start-page: 361 volume-title: Brain asymmetry year: 1995 ident: 593_CR13 – volume: 7 start-page: 147 issue: 2 year: 2002 ident: 593_CR1 publication-title: Semin Clin Neuropsychiatry doi: 10.1053/scnp.2002.33127 – volume: 112 start-page: 1288 issue: 7 year: 2001 ident: 593_CR19 publication-title: Clin Neurophysiol doi: 10.1016/S1388-2457(01)00544-2 – ident: 593_CR14 – ident: 593_CR15 – volume: 65 start-page: 117 issue: 1–2 year: 1993 ident: 593_CR21 publication-title: Phys D Nonlinear Phenom doi: 10.1016/0167-2789(93)90009-P – volume: 72 start-page: 46 issue: 1 year: 2006 ident: 593_CR10 publication-title: Biol Psychol doi: 10.1016/j.biopsycho.2005.06.010 – volume: 237 start-page: 359 issue: 3 year: 2008 ident: 593_CR17 publication-title: Phys D Nonlinear Phenom doi: 10.1016/j.physd.2007.09.007 – volume: 1 start-page: 607 year: 2005 ident: 593_CR2 publication-title: Annu Rev Clin Psychol doi: 10.1146/annurev.clinpsy.1.102803.144141 – volume: 22 start-page: 75 issue: 1 year: 1976 ident: 593_CR16 publication-title: Inf Theory doi: 10.1109/TIT.1976.1055501 – volume: 28 start-page: 891 issue: 5 year: 2004 ident: 593_CR3 publication-title: Prog Neuropsychopharmacol Biol Psychiatry doi: 10.1016/j.pnpbp.2004.05.031 – volume: 85 start-page: 350 issue: 2 year: 2010 ident: 593_CR11 publication-title: Biol Psychol doi: 10.1016/j.biopsycho.2010.08.001 – volume: 119 start-page: 1232 issue: 6 year: 2008 ident: 593_CR12 publication-title: Clin Neurophysiol doi: 10.1016/j.clinph.2008.01.104 – volume: 26 start-page: 739 issue: 4 year: 2009 ident: 593_CR22 publication-title: J Biomed Eng – volume: 17 start-page: 587 issue: 5 year: 1992 ident: 593_CR4 publication-title: J Pediatr Psychol doi: 10.1093/jpepsy/17.5.587 – volume-title: Electric fields of the brain year: 2006 ident: 593_CR5 doi: 10.1093/acprof:oso/9780195050387.001.0001 – volume: 99 start-page: 214 issue: 3 year: 1996 ident: 593_CR18 publication-title: Electroencephalogr Clin Neurophysiol doi: 10.1016/0013-4694(96)95638-2 – volume: 36 start-page: 291 issue: 3 year: 2006 ident: 593_CR20 publication-title: Comput Biol Med doi: 10.1016/j.compbiomed.2004.12.003 – volume: 116 start-page: 2266 issue: 10 year: 2005 ident: 593_CR7 publication-title: Clin Neurophysiol doi: 10.1016/j.clinph.2005.06.011 – volume: 1 start-page: 293 year: 2005 ident: 593_CR8 publication-title: Ann Rev Clin Psychol doi: 10.1146/annurev.clinpsy.1.102803.143938 – volume: 18 start-page: 681 issue: 5 year: 1990 ident: 593_CR9 publication-title: Am J Commun Psychol doi: 10.1007/BF00931237 – volume: 6 start-page: 453 year: 2004 ident: 593_CR6 publication-title: Annu Rev Biomed Eng doi: 10.1146/annurev.bioeng.5.040202.121601 |
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| SubjectTerms | Assessments Asymmetry Band spectra Bands Beta Brain Computer Science Electroencephalography Inspection Mobile Computing Monitoring systems Original Article Personal Computing Stress Stresses User Interfaces and Human Computer Interaction |
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| Title | A method of identifying chronic stress by EEG |
| URI | https://link.springer.com/article/10.1007/s00779-012-0593-3 https://www.proquest.com/docview/1436695641 https://www.proquest.com/docview/1464549805 |
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