Stress Assessment by Prefrontal Relative Gamma

Stress assessment has been under study in the last years. Both biochemical and physiological markers have been used to measure stress level. In neuroscience, several studies have related modification of stress level to brain activity changes in limbic system and frontal regions, by using non-invasive techniques such as functional magnetic resonance imaging (fMRI) and electroencephalography (EEG). In particular, previous studies suggested that the exhibition or inhibition of certain brain rhythms in frontal cortical areas indicates stress. However, there is no established marker to measure stress level by EEG. In this work, we aimed to prove the usefulness of the prefrontal relative gamma power (RG) for stress assessment. We conducted a study based on stress and relaxation periods. Six healthy subjects performed the Montreal Imaging Stress Task (MIST) followed by a stay within a relaxation room while EEG and electrocardiographic signals were recorded. Our results showed that the prefrontal RG correlated with the expected stress level and with the heart rate (HR; 0.8). In addition, the difference in prefrontal RG between time periods of different stress level was statistically significant (p < 0.01). Moreover, the RG was more discriminative between stress levels than alpha asymmetry, theta, alpha, beta, and gamma power in prefrontal cortex. We propose the prefrontal RG as a marker for stress assessment. Compared with other established markers such as the HR or the cortisol, it has higher temporal resolution. Additionally, it needs few electrodes located at non-hairy head positions, thus facilitating the use of non-invasive dry wearable real-time devices for ubiquitous assessment of stress.

[1]  Luca T. Mainardi,et al.  Time-Varying Spectral Analysis of Single-Channel EEG: Application in Affective Protocol , 2015 .

[2]  Alain Dagher,et al.  Stress‐induced dopamine release in human medial prefrontal cortex—18F‐Fallypride/PET study in healthy volunteers , 2013, Synapse.

[3]  Geoff Dougherty Feature Extraction and Selection , 2013 .

[4]  O. G. Okogbaa,et al.  System response time and method of pay: cardiovascular stress effects in computer-based tasks. , 1990, Ergonomics.

[5]  John L. Semmlow,et al.  Biosignal and Medical Image Processing , 2004 .

[6]  K. Dedovic,et al.  What Stress Does to Your Brain: A Review of Neuroimaging Studies , 2009, Canadian journal of psychiatry. Revue canadienne de psychiatrie.

[7]  M. Sayette,et al.  Heart rate as an index of stress response in alcohol administration research: a critical review. , 1993, Alcoholism, clinical and experimental research.

[8]  Lenka Hanakova,et al.  Study of heart rate as the main stress indicator in aircraft pilots , 2014, Proceedings of the 16th International Conference on Mechatronics - Mechatronika 2014.

[9]  Deepak Chopra,et al.  Cardiovascular and nervous system changes during meditation , 2015, Front. Hum. Neurosci..

[10]  R. Neve,et al.  Enhancing Depression Mechanisms in Midbrain Dopamine Neurons Achieves Homeostatic Resilience , 2014, Science.

[11]  G. Ranganathan,et al.  Estimation of heart rate signals for mental stress assessment using neuro fuzzy technique , 2012, Appl. Soft Comput..

[12]  José N. Nobrega,et al.  Stress, serotonin, and hippocampal neurogenesis in relation to depression and antidepressant effects , 2014, Neuroscience & Biobehavioral Reviews.

[13]  Jens C. Pruessner,et al.  Neural correlates of processing stressful information: An event-related fMRI study , 2009, Brain Research.

[14]  Karl-Jürgen Bär,et al.  [Development of the "Mannheim Multicomponent Stress Test" (MMST)]. , 2010, Psychotherapie, Psychosomatik, medizinische Psychologie.

[15]  Andreas Ströhle,et al.  The stress-buffering effect of acute exercise: Evidence for HPA axis negative feedback , 2015, Psychoneuroendocrinology.

[16]  M. Tanida,et al.  Relation between mental stress-induced prefrontal cortex activity and skin conditions: A near-infrared spectroscopy study , 2007, Brain Research.

[17]  H. Lackner,et al.  Prefrontal EEG alpha asymmetry changes while observing disaster happening to other people: Cardiac correlates and prediction of emotional impact , 2014, Biological Psychology.

[18]  H Selye,et al.  Stress and distress. , 1975, Comprehensive therapy.

[19]  Anjana Bali,et al.  Clinical experimental stress studies: methods and assessment , 2015, Reviews in the neurosciences.

[20]  Shanker Chandiramani,et al.  Heart Rate Changes during Acute Mental Stress with Closed Loop Stimulation: Report on Two Single‐Blinded, Pacemaker Studies , 2007, Pacing and clinical electrophysiology : PACE.

[21]  Neerincx,et al.  EEG alpha asymmetry, heart rate variability and cortisol in response to virtual reality induced stress , 2011 .

[22]  A. Lutz,et al.  Long-term meditators self-induce high-amplitude gamma synchrony during mental practice. , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[23]  S. Seo,et al.  Stress and EEG , 2010 .

[24]  E. Basar,et al.  Gamma-band responses in the brain: a short review of psychophysiological correlates and functional significance. , 1996, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

[25]  K. Dedovic,et al.  The Montreal Imaging Stress Task: using functional imaging to investigate the effects of perceiving and processing psychosocial stress in the human brain. , 2005, Journal of psychiatry & neuroscience : JPN.

[26]  Martin Buss,et al.  Feature Extraction and Selection for Emotion Recognition from EEG , 2014, IEEE Transactions on Affective Computing.

[27]  H Selye,et al.  Confusion and controversy in the stress field. , 1975, Journal of human stress.

[28]  Joshua M. Smyth,et al.  Salivary markers of inflammation in response to acute stress , 2015, Brain, Behavior, and Immunity.

[29]  Derek Abbott,et al.  Feature Extraction and Selection , 2012 .

[30]  A. Caspi,et al.  Influence of Life Stress on Depression: Moderation by a Polymorphism in the 5-HTT Gene , 2003, Science.

[31]  Phillip Wolff,et al.  Causal reasoning with forces , 2015, Front. Hum. Neurosci..

[32]  T. Reinhardt,et al.  Salivary cortisol, heart rate, electrodermal activity and subjective stress responses to the Mannheim Multicomponent Stress Test (MMST) , 2012, Psychiatry Research.

[33]  M. Lieberman,et al.  The stress process. , 1981, Journal of health and social behavior.

[34]  Jon H. Kaas,et al.  Reorganization of the Brain , 2006 .

[35]  A. Caspi,et al.  Influence of Life Stress on Depression: Moderation by a Polymorphism in the 5-HTT Gene , 2003, Science.

[36]  D A Dimitriev,et al.  [Heart rate variability and blood pressure during mental stress]. , 2015, Rossiiskii fiziologicheskii zhurnal imeni I.M. Sechenova.

[37]  A. Dagher,et al.  An acute psychosocial stress enhances the neural response to smoking cues , 2009, Brain Research.

[38]  Kirstin Aschbacher,et al.  Good stress, bad stress and oxidative stress: Insights from anticipatory cortisol reactivity , 2013, Psychoneuroendocrinology.

[39]  S. Kang,et al.  Reorganization of the brain and heart rhythm during autogenic meditation , 2014, Front. Integr. Neurosci..

[40]  L. Hoffman-Goetz,et al.  Effect of environmental enrichment and housing density on immune system reactivity to acute exercise stress , 1996, Physiology & Behavior.

[41]  C. Kirschbaum,et al.  The 'Trier Social Stress Test'--a tool for investigating psychobiological stress responses in a laboratory setting. , 1993, Neuropsychobiology.

[42]  W. Ahrens,et al.  Children's heart rate variability as stress indicator: Association with reported stress and cortisol , 2013, Biological Psychology.