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Jin J, Kim K, Lee K, Seo JW, Kim JU. Association Between Cognitive Function and the Autonomic Nervous System by Photoplethysmography. Bioengineering (Basel) 2024; 11:1099. [PMID: 39593763 PMCID: PMC11591508 DOI: 10.3390/bioengineering11111099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2024] [Revised: 10/29/2024] [Accepted: 10/31/2024] [Indexed: 11/28/2024] Open
Abstract
This study explored the relationship between cognitive function and the autonomic nervous system by categorizing participants into two groups based on their cognitive function scores in each domain of the SNSB-D: a High Cognitive Performance (HCP) group and a Low Cognitive Performance (LCP) group. We analyzed the Pulse Rate Variability (PRV) parameters for each group. Photoplethysmography (PPG) data were collected and processed to remove noise, and the PRV parameters in the time and frequency domains were extracted. To minimize the impact of age and years of education on the PRV parameters, we performed an adjusted analysis using a Generalized Linear Model (GLM). The analysis revealed that the autonomic nervous system, particularly the parasympathetic nervous system, was more activated in the LCP group compared to the HCP group. This finding suggests that in individuals with low cognitive function, the sympathetic nerves in the autonomic nervous system are less activated, so the parasympathetic nerves are relatively more activated. This study investigated the correlation between cognitive function and PRV parameters, highlighting the potential use of these parameters as indicators for the early diagnosis and classification of cognitive decline.
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Affiliation(s)
- Jaewook Jin
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon 34504, Republic of Korea; (J.J.); (K.K.)
- Korean Convergence Medical Science, University of Science and Technology, Daejeon 34113, Republic of Korea
| | - Kahye Kim
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon 34504, Republic of Korea; (J.J.); (K.K.)
| | - KunHo Lee
- Gwangju Alzheimer’s Disease and Related Dementias (GARD) Cohort Research Center, Chosun University, Gwangju 61452, Republic of Korea;
- Department of Biomedical Science, Chosun University, Gwangju 61452, Republic of Korea
- Dementia Research Group, Korea Brain Research Institute, Daegu 41062, Republic of Korea
| | - Jeong-Woo Seo
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon 34504, Republic of Korea; (J.J.); (K.K.)
| | - Jaeuk U. Kim
- Digital Health Research Division, Korea Institute of Oriental Medicine, Daejeon 34504, Republic of Korea; (J.J.); (K.K.)
- Korean Convergence Medical Science, University of Science and Technology, Daejeon 34113, Republic of Korea
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Song Y, Ali N, Nater UM. The effect of music on stress recovery. Psychoneuroendocrinology 2024; 168:107137. [PMID: 39024851 DOI: 10.1016/j.psyneuen.2024.107137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2024] [Revised: 07/12/2024] [Accepted: 07/13/2024] [Indexed: 07/20/2024]
Abstract
OBJECTIVE Previous research has suggested beneficial effects of music in reducing stress levels. However, there is no consistent conclusion demonstrating that music can contribute to stress recovery, primarily due to limitations in stress measurement, and inconsistent methodology within existing studies. Our study explores whether relaxing music, especially when self-selected, outperforms non-music acoustic, and silence conditions, fostering both subjective and biological stress recovery. METHODS One hundred and five healthy female participants underwent the Trier Social Stress Test (TSST) before being randomly allocated to one of four conditions: condition 1 (n = 25) listened to researcher-selected relaxing music; condition 2 (n = 27) listened to self-selected relaxing music; condition 3 (n = 26) listened to the sound of rippling water; and condition 4 (n = 27) remained in silence. Stress parameters were repeatedly measured nine times before and after the TSST. Saliva samples were collected for cortisol and saliva alpha-amylase (sAA) analysis, Movisens equipment was used to measure heart rate (HR) and skin conductance levels (SCL), and Visual Analogue Scales (VAS) were used for subjective stress measurement. RESULTS The examination of SCL, and VAS scores revealed no significant changes following the four relaxation interventions. Although sAA displayed a significant main effect of condition, post hoc tests did not pinpoint specific differences. HR recovery patterns varied among the four relaxation interventions, with the sound of rippling water condition exhibiting a later significant decrease compared to the other conditions. Exploratory analyses revealed that cortisol levels continued increase in all conditions during intervention phase except the researcher-selected music condition. CONCLUSIONS The subjective and biological stress markers did not exhibit better recovery after the music stimulus, except for a tendency in the researcher-selected music condition to mitigate the continued increase in cortisol levels after the stress test. Our study provides the first evidence comparing the impact of researcher- and participant-selected music with silence and a non-music acoustic stimulus, on both subjective and biological stress recovery. Our findings contribute to a more nuanced understanding of the impact of music on stress recovery.
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Affiliation(s)
- Yichen Song
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria; University Research Platform "The Stress of Life (SOLE) - Processes and Mechanisms underlying Everyday Life Stress", Austria
| | - Nida Ali
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria; University Research Platform "The Stress of Life (SOLE) - Processes and Mechanisms underlying Everyday Life Stress", Austria
| | - Urs M Nater
- Department of Clinical and Health Psychology, Faculty of Psychology, University of Vienna, Vienna, Austria; University Research Platform "The Stress of Life (SOLE) - Processes and Mechanisms underlying Everyday Life Stress", Austria.
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Nishida Y, Yamada S, Nakagawa Y, Aoyama T. The influence of interest in tasks on the autonomic nervous system. Heliyon 2022; 8:e09553. [PMID: 35663761 PMCID: PMC9160470 DOI: 10.1016/j.heliyon.2022.e09553] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Revised: 03/02/2022] [Accepted: 05/23/2022] [Indexed: 12/01/2022] Open
Abstract
Although prior studies have indicated the relationships among decreased parasympathetic activity, schizophrenia, and depression, the physiological effects of psychiatric occupational therapy tasks have not been adequately explored. Therefore, it is necessary to quantitatively examine the physiological changes in the autonomic nervous system when performing such tasks to devise more individualized therapies. Accordingly, we examined the influence of task interest and its relationship with psychological characteristics. The participants included in this study were 22 healthy individuals. They completed the State-Trait Anxiety Inventory, the Center for Epidemiologic Studies Depression Scale, and the Social Phobia Scale. Participants selected the most and least interesting bookmarks from a set of 19 different color options, and indicated their degree of interest on a visual analog scale. An electrocardiogram was used during each task to record participants' cardiac sympathetic index (CSI) and cardiac vagal index (CVI) as they performed two tasks (interesting and uninteresting). The correlations between the degree of interest and CSI/CVI, and between the scores of the questionnaires and CSI/CVI were examined. There was a negative correlation between the degree of interest and CSI during the uninteresting task. Task interest may have contributed to suppressing sympathetic dominance and reducing mental and physiological loads, even if the tasks differed only color-wise. Physiological effects emerged from participants’ degree of task interest. Further identification of objective and therapeutic mechanisms may lead to wider applications of activities in different areas.
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Affiliation(s)
- Yurika Nishida
- Department of Physical Therapy, Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Department of Occupational Therapy, Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Sumie Yamada
- Department of Occupational Therapy, Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Yoshiro Nakagawa
- Department of Occupational Therapy, Chubu University, Kasugai, Aichi, Japan
| | - Tomoki Aoyama
- Department of Physical Therapy, Human Health Sciences, Graduate School of Medicine, Kyoto University, Kyoto, Japan
- Corresponding author.
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Takahashi S, Sakurai N, Kasai S, Kodama N. Stress Evaluation by Hemoglobin Concentration Change Using Mobile NIRS. Brain Sci 2022; 12:brainsci12040488. [PMID: 35448019 PMCID: PMC9025147 DOI: 10.3390/brainsci12040488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/07/2022] [Accepted: 04/09/2022] [Indexed: 02/01/2023] Open
Abstract
Previous studies have reported a relationship between stress and brain activity, and stress has been quantitatively evaluated using near-infrared spectroscopy (NIRS). In the present study, we examined whether a relationship exists between salivary amylase levels and brain activity during the trail-making test (TMT) using mobile NIRS. This study aimed to assess stress levels by using mobile NIRS. Salivary amylase was measured with a salivary amylase monitor, and hemoglobin concentration was measured using Neu’s HOT-2000. Measurements were taken four times for each subject, and the values at each measurement were evaluated. Changes in the values at the first–second, second–third, and third–fourth measurements were also analyzed. Results showed that the value of the fluctuations has a higher correlation than the comparison of point values. These results suggest that the accuracy of stress assessment by NIRS can be improved by using variability and time-series data compared with stress assessment using NIRS at a single time point.
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Affiliation(s)
- Shingo Takahashi
- Department of Healthcare Informatics, Faculty of Health and Welfare, Takasaki University of Health and Welfare, 37-1 Nakaorui-machi, Takasaki 370-0033, Japan;
| | - Noriko Sakurai
- Department of Radiological Technology, Faculty of Medical Technology, Niigata University of Health and Welfare, 1398 Shimami-cho, Kita-ku, Niigata 950-3198, Japan; (N.S.); (S.K.)
| | - Satoshi Kasai
- Department of Radiological Technology, Faculty of Medical Technology, Niigata University of Health and Welfare, 1398 Shimami-cho, Kita-ku, Niigata 950-3198, Japan; (N.S.); (S.K.)
| | - Naoki Kodama
- Department of Radiological Technology, Faculty of Medical Technology, Niigata University of Health and Welfare, 1398 Shimami-cho, Kita-ku, Niigata 950-3198, Japan; (N.S.); (S.K.)
- Correspondence: ; Tel.: +81-25-257-4455
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Mehta RK, Nuamah J. Relationship Between Acute Physical Fatigue and Cognitive Function During Orthostatic Challenge in Men and Women: A Neuroergonomics Investigation. HUMAN FACTORS 2021; 63:1437-1448. [PMID: 32686497 DOI: 10.1177/0018720820936794] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
BACKGROUND Postflight orthostatic challenge (OC), resulting from blood pooling in lower extremities, is a major health concern among astronauts that fly long-duration missions. Additionally, astronauts undergo physical demanding tasks resulting in acute fatigue, which can affect performance. However, the effects of concurrent OC and acute physical fatigue on performance have not been adequately investigated. OBJECTIVE The purpose of this study was to determine the relationship between acute physical fatigue and cognitive function during OC. METHODS Sixteen healthy participants performed the mental arithmetic task and psychomotor tracking tasks in the absence and presence of a prior 1-hour physically fatiguing exercise, on separate days under OC (induced via lower body negative pressure). We recorded task performances on the cognitive tests and prefrontal cortex oxygenation using functional near-infrared spectroscopy, along with physiological and subjective responses. RESULTS The introduction of the cognitive tasks during OC increased cerebral oxygenation; however, oxygenation decreased significantly with the cognitive tasks under the acute fatigue conditions, particularly during the tracking task and in males. These differences were accompanied by comparable task performances. DISCUSSION The findings suggest that mental arithmetic is a more effective countermeasure than psychomotor tracking under acute physical fatigue during OC. Whereas females did not show a significant difference in cerebral oxygenation due to task, males did, suggesting that it may be important to consider gender differences when developing countermeasures against OC.
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Durán-Gómez N, Guerrero-Martín J, Pérez-Civantos D, López-Jurado CF, Montanero-Fernández J, Cáceres MC. Night Shift and Decreased Brain Activity of ICU Nurses: A Near-Infrared Spectroscopy Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182211930. [PMID: 34831683 PMCID: PMC8623720 DOI: 10.3390/ijerph182211930] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 11/08/2021] [Accepted: 11/11/2021] [Indexed: 12/02/2022]
Abstract
Background: Shift working is associated with a profound desynchronization of circadian rhythm and in particular, night-shift work disrupts normal circadian physiology. Sleep deprivation affects the functioning of certain brain areas and thus impairs cognitive performance. The purpose of this study was to investigate the effects of the night shift on cognitive performance and cerebral oxygenation/haemodynamics. Methods: A prospective, observational, comparative, randomized and cross-over study was carried out. A total of 74 intensive care unit nurses in Spain were included in the study. The following variables were measured: sociodemographic, burnout, anxiety, baseline cerebral oxygenation levels on night and day shift using a near-infrared spectroscopy system and cognitive task performance during a verbal fluency task to evaluate the alterations in the prefrontal cortex, assessed as changes in regional saturation index. Results: The average regional saturation index decreased significantly in the night shift (r = 0.560, p < 0.001). The ICU nurses showed a significant decrease in the verbal fluency test on average (8.53 ± 8.49, p < 0.001) and, in general, there was also a significant increase in anxiety score (3.17 ± 7.56, p = 0.001). Conclusions: Sleep deprivation during the night shift was considered to be related to decreased dorsolateral PFC reactivity. After the night shift, the nurses showed a decrease in prefrontal cortex activity and in cognitive performance.
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Affiliation(s)
- Noelia Durán-Gómez
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (J.G.-M.); (C.F.L.-J.); (M.C.C.)
- Correspondence: ; Tel.: +34-92-428-9466
| | - Jorge Guerrero-Martín
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (J.G.-M.); (C.F.L.-J.); (M.C.C.)
| | - Demetrio Pérez-Civantos
- Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, Hospital Universitario de Badajoz, 06006 Badajoz, Spain;
| | - Casimiro Fermín López-Jurado
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (J.G.-M.); (C.F.L.-J.); (M.C.C.)
| | - Jesús Montanero-Fernández
- Departamento de Matemáticas, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain;
| | - Macarena C. Cáceres
- Departamento de Enfermería, Facultad de Medicina y Ciencias de la Salud, Universidad de Extremadura, 06006 Badajoz, Spain; (J.G.-M.); (C.F.L.-J.); (M.C.C.)
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Dai J, Wang H, Yang L, Cao X, Wang C, Gao Z, Hu W, Wen Z. The effects of emotional trait factors on simulated flight performance under an acute psychological stress situation. INTERNATIONAL JOURNAL OF OCCUPATIONAL SAFETY AND ERGONOMICS 2021; 28:2411-2418. [PMID: 34704536 DOI: 10.1080/10803548.2021.1994750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Objective. Pilots are commonly exposed to some sources of emotional and cognitive stressors, especially for flight cadets, which have an important influence on flight safety. The present study aimed to study the relationship between emotional trait factors, emotional state, mental workload and simulated flight performance (SFP) under an acute psychological stress situation. Methods. Fifty-five undergraduates were included in the study. The Wong and Law emotional intelligence scale (WLEIS), state-trait anxiety inventory (STAI), stress rating questionnaire (SRQ) and National Aeronautics and Space Administration task load index (NASA-TLX) were used as data collection tools. Nine hours of simulated flight training were conducted in a simulator of the Type-6 Primary Trainer (Aviation University Air Force, China). The simulated flight assessment was taken as the acute psychological stressor. Results. SFP was negatively correlated with tensity and state anxiety. Emotional intelligence (EI) indirectly affected the SFP mediated by emotional state and workload, and emotional state had a mediating effect on the relationship between trait anxiety and SFP. Conclusions. The findings indicated that emotional trait factors (EI and trait anxiety) may indirectly affect SFP under an acute psychological stress situation, and emotional state (tensity and state anxiety) and mental workload played an important mediating role.
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Affiliation(s)
- Jing Dai
- School of Aerospace Medicine, Air Force Medical University, China
| | - Hang Wang
- School of Aerospace Medicine, Air Force Medical University, China
| | - Lin Yang
- School of Aerospace Medicine, Air Force Medical University, China
| | - Xinsheng Cao
- School of Aerospace Medicine, Air Force Medical University, China
| | - Chunchen Wang
- School of Aerospace Medicine, Air Force Medical University, China
| | - Zhijun Gao
- School of Aerospace Medicine, Air Force Medical University, China
| | - Wendong Hu
- School of Aerospace Medicine, Air Force Medical University, China
| | - Zhihong Wen
- School of Aerospace Medicine, Air Force Medical University, China
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LI J, CHEN W, HU Y, CAOYANG J, ZHENG X. Effects of prediction error and acute stress on retrieval-extinction of fear memories of different strengths. ACTA PSYCHOLOGICA SINICA 2021. [DOI: 10.3724/sp.j.1041.2021.00587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Effect of Facial Skin Temperature on the Perception of Anxiety: A Pilot Study. Healthcare (Basel) 2020; 8:healthcare8030206. [PMID: 32660004 PMCID: PMC7551020 DOI: 10.3390/healthcare8030206] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Revised: 06/23/2020] [Accepted: 07/07/2020] [Indexed: 12/12/2022] Open
Abstract
The extent of anxiety and psychological stress can impact upon the optimal performance of simulation-based practices. The current study investigates the association between differences in skin temperature and perceived anxiety by under- (n = 21) and post-graduate (n = 19) nursing students undertaking a cardiopulmonary resuscitation (CPR) training. Thermal facial gradients from selected facial regions were correlated with the scores assessed by the State-Trait Anxiety Inventory (STAI) and the chest compression quality parameters measured using mannequin-integrated accelerometer sensors. A specific temperature profile was obtained depending on thermal facial variations before and after the simulation event. Statistically significant correlations were found between STAI scale scores and the temperature facial recordings in the forehead (r = 0.579; p < 0.000), periorbital (r = 0.394; p < 0.006), maxillary (r = 0.328; p < 0.019) and neck areas (r = 0.284; p < 0.038). Significant associations were also observed by correlating CPR performance parameters with the facial temperature values in the forehead (r = 0.447; p < 0.002), periorbital (r = 0.446; p < 0.002) and maxillary areas (r = 0.422; p < 0.003). These preliminary findings suggest that higher anxiety levels result in poorer clinical performance and can be correlated to temperature variations in certain facial regions.
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Fogazzi DV, Neary JP, Sonza A, Reppold CT, Kaiser V, Scassola CM, Casali KR, Rasia-Filho AA. The prefrontal cortex conscious and unconscious response to social/emotional facial expressions involve sex, hemispheric laterality, and selective activation of the central cardiac modulation. Behav Brain Res 2020; 393:112773. [PMID: 32544509 DOI: 10.1016/j.bbr.2020.112773] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2019] [Revised: 06/01/2020] [Accepted: 06/08/2020] [Indexed: 12/22/2022]
Abstract
The human prefrontal cortex (PFC) processes complex sensory information for the elaboration of social behaviors. The non-invasive neuroimaging technique near-infrared spectroscopy (NIRS) identifies hemodynamic changes and concentration of oxygenated (HbO2) and deoxygenated (HHb) hemoglobin in the cerebral cortex. We studied the responses detected by NIRS in the right and left PFC activation of 28 participants (n = 14 adult young females and males) while processing social/emotional facial expressions, i.e., in conscious perception of different expressions (neutral, happy, sad, angry, disgust, and fearful) and in unconscious/masked perception of negative expressions (fearful and disgust overlapped by neutral). The power spectral analysis from concomitant ECG signals revealed the sympathetic and parasympathetic modulation of cardiac responses. We found higher HbO2 values in the right PFC of females than in males during, and in the left PFC after, following the conscious perception of the happy face. In males, the left PFC increased and the right PFC decreased HbO2 while viewing the happy expression. In both sexes, HHb values were higher during the masked presentation of disgust than fearful expression, and after the masked presentation of fearful expression than during it. Higher sympathetic and lower parasympathetic activity (LF/ HF components) occurred in females when consciously and unconsciously processing negative emotions (p < 0.05 in all cases). These results demonstrate that the human PFC displays a selective activation depending on sex, hemispheric laterality, attention, time for responding to conscious and unconscious emotionally loaded stimuli with simulataneous centrally modulated cardiovascular responses.
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Affiliation(s)
- Débora V Fogazzi
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Graduation Program in Biosciences, Porto Alegre, RS, Brazil
| | - J Patrick Neary
- University of Regina, Centre for Kinesiology, Faculty of Kinesiology and Health Studies, Regina, Canada
| | - Anelise Sonza
- Universidade do Estado de Santa Catarina (UDESC), Graduation Program in Physiotherapy, Florianópolis,SC, Brazil
| | - Caroline T Reppold
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Department of Psychology, Porto Alegre,RS, Brazil
| | - Vanessa Kaiser
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Department of Psychology, Porto Alegre,RS, Brazil
| | - Catharina M Scassola
- Federal University of São Paulo (UNIFESP), Institute of Science and Technology, Department of Science and Technology, São José dos Campos, SP, Brazil
| | - Karina R Casali
- Federal University of São Paulo (UNIFESP), Institute of Science and Technology, Department of Science and Technology, São José dos Campos, SP, Brazil
| | - Alberto A Rasia-Filho
- Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Graduation Program in Biosciences, Porto Alegre, RS, Brazil; Universidade Federal de Ciências da Saúde de Porto Alegre (UFCSPA), Department of Basic Sciences/Physiology, Porto Alegre, RS, Brazil.
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Brugnera A, Zarbo C, Tarvainen MP, Carlucci S, Tasca GA, Adorni R, Auteri A, Compare A. Higher levels of Depressive Symptoms are Associated with Increased Resting-State Heart Rate Variability and Blunted Reactivity to a Laboratory Stress Task among Healthy Adults. Appl Psychophysiol Biofeedback 2020; 44:221-234. [PMID: 31041646 DOI: 10.1007/s10484-019-09437-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
Laboratory stress tasks induce strong changes in linear and non-linear indices of heart rate variability (HRV) among healthy adults, due to a task-induced parasympathetic withdrawal. Previous findings suggested that negative affectivity and its correlates (i.e., depressive symptoms, anxiety, hostility, type D personality, and situational stress) could profoundly affect autonomic activity. However, to date no studies considered these psychological dimensions simultaneously while trying to disentangle their acute effects on HRV during a laboratory stress task. A total of 65 healthy participants completed a battery of questionnaires and later underwent a psychosocial stress protocol, which involves a stressful and a non-stressful mental arithmetic task, with the latter serving as a control condition for the former. During the entire procedure, autonomic activity was recorded through a portable ECG device. We analysed longitudinal changes in HRV indices using Mixed Models, taking into account respiration rates and the associations between psychophysiological variables through bivariate Pearson's r (partial) correlation indices. We found significant changes in linear (e.g., HF power, RMSSD) and non-linear (e.g., Poincaré Plot and Correlation Dimension D2) HRV indices during the procedure, with the lowest point reached during the stressful mental arithmetic task. Interestingly, only depressive symptomatology was significantly and positively related to a higher resting-state HRV and to a blunted reactivity to the stress task, even after controlling for baseline values. Results suggest that healthy individuals with higher levels of depressive symptoms could experience atypical cardiovascular responses to stressful events: several speculative interpretations, considering autonomic, behavioral, and motivational dysregulations, are discussed.
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Affiliation(s)
- Agostino Brugnera
- Department of Human and Social Sciences, University of Bergamo, P.le S. Agostino, 2, 24129, Bergamo, Italy.
| | - Cristina Zarbo
- Department of Human and Social Sciences, University of Bergamo, P.le S. Agostino, 2, 24129, Bergamo, Italy
| | - Mika P Tarvainen
- Department of Applied Physics, University of Eastern Finland, Kuopio, Finland
| | | | | | - Roberta Adorni
- Department of Human and Social Sciences, University of Bergamo, P.le S. Agostino, 2, 24129, Bergamo, Italy
| | - Adalberto Auteri
- Department of Human and Social Sciences, University of Bergamo, P.le S. Agostino, 2, 24129, Bergamo, Italy
| | - Angelo Compare
- Department of Human and Social Sciences, University of Bergamo, P.le S. Agostino, 2, 24129, Bergamo, Italy
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Rightward Shift of Two-Channel NIRS-Defined Prefrontal Cortex Activity during Mental Arithmetic Tasks with Increasing Levels of State Anxiety. Symmetry (Basel) 2020. [DOI: 10.3390/sym12040538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
This study was aimed at clarifying the effect of different levels of state anxiety caused by mental arithmetic tasks on the anxiety- and/or task performance-related activation of the frontopolar prefrontal cortex (PFC). Twenty-six healthy male subjects performed two sets of mental arithmetic tasks, which consisted of two difficulty levels. Anxiety levels were evaluated subjectively by the State–Trait Anxiety Inventory-Form JYZ (STAI). Near-infrared spectroscopy (NIRS) measurements revealed greater levels of oxyhemoglobin in the frontopolar PFC during experimental tasks. When the subjects were divided into three anxiety groups based on STAI scores, arithmetic task performance was reduced in the moderate and high state anxiety groups compared the low state anxiety group during the experimental task, but not in the control task. Increased frontopolar PFC activity during the experimental task was observed on either side in the moderate anxiety group. The laterality of frontopolar PFC activity in moderate and high state anxiety groups shifted from left to right dominance, independent of task difficulty. Our findings suggested that reduced task performance increased the difficulty of the arithmetic tasks and was involved in the state anxiety-associated rightward lateralization of the frontopolar PFC.
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Nuamah JK, Mantooth W, Karthikeyan R, Mehta RK, Ryu SC. Neural Efficiency of Human-Robotic Feedback Modalities Under Stress Differs With Gender. Front Hum Neurosci 2019; 13:287. [PMID: 31543765 PMCID: PMC6729110 DOI: 10.3389/fnhum.2019.00287] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 08/05/2019] [Indexed: 01/19/2023] Open
Abstract
Sensory feedback, which can be presented in different modalities - single and combined, aids task performance in human-robotic interaction (HRI). However, combining feedback modalities does not always lead to optimal performance. Indeed, it is not known how feedback modalities affect operator performance under stress. Furthermore, there is limited information on how feedback affects neural processes differently for males and females and under stress. This is a critical gap in the literature, particularly in the domain of surgical robotics, where surgeons are under challenging socio-technical environments that burden them physiologically. In the present study, we posited operator performance as the summation of task performance and neurophysiological cost of maintaining that performance. In a within-subject design, we used functional near-infrared spectroscopy to assess cerebral activations of 12 participants who underwent a 3D manipulation task within a virtual environment with concurrent feedback (visual and visual + haptic) in the presence and absence of a cognitive stressor. Cognitive stress was induced with the serial-7 subtraction test. We found that while task performance was higher with visual than visual + haptic feedback, it degraded under stress. The two feedback modalities were found to be associated with varying neural activities and neural efficiencies, and these were stress- and gender-dependent. Our findings engender further investigation into effectiveness of feedback modalities on males and females under stressful conditions in HRI.
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Affiliation(s)
- Joseph K. Nuamah
- NeuroErgonomics Laboratory, Department of Industrial & Systems Engineering, Texas A&M University, College Station, TX, United States
| | - Whitney Mantooth
- Department of Environmental and Occupational Health, Texas A&M University, College Station, TX, United States
| | - Rohith Karthikeyan
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, United States
| | - Ranjana K. Mehta
- NeuroErgonomics Laboratory, Department of Industrial & Systems Engineering, Texas A&M University, College Station, TX, United States
| | - Seok Chang Ryu
- Department of Mechanical Engineering, Texas A&M University, College Station, TX, United States
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14
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Adorni R, Brugnera A, Gatti A, Tasca GA, Sakatani K, Compare A. Psychophysiological Responses to Stress Related to Anxiety in Healthy Aging. J PSYCHOPHYSIOL 2019. [DOI: 10.1027/0269-8803/a000221] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Abstract. The aim of the study was to explore the effects of situational stress and anxiety in a group of healthy elderly, both in terms of psychophysiological correlates and cognitive performance. Eighteen participants ( Mage = 70 ± 6.3; range 60–85) were assessed for anxiety and were instructed to perform a computerized math task, under both a stressful and a control condition, while near-infrared spectroscopy (NIRS) signal and electrocardiography (ECG) were recorded. NIRS results evidenced an increased activation of right PFC during the entire procedure, even if effect sizes between left and right channels were larger during the experimental condition. The amount of right activation during the stressful condition was positively correlated with anxiety. Response times (RTs) were slower in more anxious than in less anxious individuals, both during the control and stressful conditions. Accuracy was lower in more anxious than in less anxious individuals, only during the stressful condition. Moreover, heart rate (HR) was not modulated by situational stress, nor by anxiety. Overall, the present study suggests that in healthy elderly, anxiety level has a significant impact on cerebral responses, and both on the amount of cognitive resources and the quality of performance in stressful situations.
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Affiliation(s)
- Roberta Adorni
- Department of Human & Social Sciences, University of Bergamo, Italy
- Department of Engineering and Applied Sciences, University of Bergamo, Italy
| | | | - Alessia Gatti
- Department of Human & Social Sciences, University of Bergamo, Italy
- Human Factors and Technology in Healthcare, University of Bergamo, Italy
| | | | - Kaoru Sakatani
- NEWCAT Research Institute, Department of Electrical and Electronic Engineering, College of Engineering, Nihon University, Japan
| | - Angelo Compare
- Department of Human & Social Sciences, University of Bergamo, Italy
- Human Factors and Technology in Healthcare, University of Bergamo, Italy
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15
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Krampe C, Gier NR, Kenning P. The Application of Mobile fNIRS in Marketing Research-Detecting the " First-Choice-Brand" Effect. Front Hum Neurosci 2018; 12:433. [PMID: 30443210 PMCID: PMC6222120 DOI: 10.3389/fnhum.2018.00433] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2018] [Accepted: 10/02/2018] [Indexed: 01/18/2023] Open
Abstract
Recent research in the field of "neuro-marketing" shows promise to substantially increase knowledge on marketing issues for example price-perception, advertising efficiency, branding and shopper behaviour. Recently, an innovative and mobile applicable neuroimaging method has been proposed, namely functional near-infrared spectroscopy (fNIRS). However, this method is, in the research field of marketing, still in its infancy and is, consequently, lacking substantial validity. Against this background, this research work applied a convergent validity approach to challenge the validity of (mobile) fNIRS in the field of "neuro-marketing" and consumer neuroscience. More precisely, we aim to replicate a robust and well-investigated neural effect previously detected with fMRI-namely the "first-choice-brand" effect-by using mobile fNIRS. The research findings show that mobile fNIRS appears to be an appropriate neuroimaging method for research in the field of "neuro-marketing" and consumer neuroscience. Additionally, this research work presents guidelines, enabling marketing scholars to utilise mobile fNIRS in their research work.
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Affiliation(s)
- Caspar Krampe
- Faculty of Business Administration and Economics, Heinrich-Heine-Universität, Düsseldorf, Germany
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16
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Singh H, Modi HN, Ranjan S, Dilley JWR, Airantzis D, Yang GZ, Darzi A, Leff DR. Robotic Surgery Improves Technical Performance and Enhances Prefrontal Activation During High Temporal Demand. Ann Biomed Eng 2018; 46:1621-1636. [PMID: 29869104 PMCID: PMC6153983 DOI: 10.1007/s10439-018-2049-z] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2018] [Accepted: 05/11/2018] [Indexed: 02/08/2023]
Abstract
Robotic surgery may improve technical performance and reduce mental demands compared to laparoscopic surgery. However, no studies have directly compared the impact of robotic and laparoscopic techniques on surgeons' brain function. This study aimed to assess the effect of the operative platform (robotic surgery or conventional laparoscopy) on prefrontal cortical activation during a suturing task performed under temporal demand. Eight surgeons (mean age ± SD = 34.5 ± 2.9 years, male:female ratio = 7:1) performed an intracorporeal suturing task in a self-paced manner and under a 2 min time restriction using conventional laparoscopic and robotic techniques. Prefrontal activation was assessed using near-infrared spectroscopy, subjective workload was captured using SURG-TLX questionnaires, and a continuous heart rate monitor measured systemic stress responses. Task progression scores (au), error scores (au), leak volumes (mL) and knot tensile strengths (N) provided objective assessment of technical performance. Under time pressure, robotic suturing led to improved technical performance (median task progression score: laparoscopic suturing = 4.5 vs. robotic suturing = 5.0; z = - 2.107, p = 0.035; median error score: laparoscopic suturing = 3.0 mm vs. robotic suturing = 2.1 mm; z = - 2.488, p = 0.013). Compared to laparoscopic suturing, greater prefrontal activation was identified in seven channels located primarily in lateral prefrontal regions. These results suggest that robotic surgery improves performance during high workload conditions and is associated with enhanced activation in regions of attention, concentration and task engagement.
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Affiliation(s)
- Harsimrat Singh
- Hamlyn Centre for Robotic Surgery, Imperial College London, London, UK.
- Department of Surgery and Cancer, Imperial College London, London, UK.
- Department of Surgery and Cancer, St Mary's Hospital, 2nd Floor, Paterson Wing, Praed Street, London, W2 1NY, UK.
| | - Hemel N Modi
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Samriddha Ranjan
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - James W R Dilley
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Dimitrios Airantzis
- Institute for Liver and Digestive Health (ILDH), University College London, London, UK
| | - Guang-Zhong Yang
- Hamlyn Centre for Robotic Surgery, Imperial College London, London, UK
| | - Ara Darzi
- Hamlyn Centre for Robotic Surgery, Imperial College London, London, UK
- Department of Surgery and Cancer, Imperial College London, London, UK
| | - Daniel R Leff
- Hamlyn Centre for Robotic Surgery, Imperial College London, London, UK
- Department of Surgery and Cancer, Imperial College London, London, UK
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17
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Brugnera A, Zarbo C, Tarvainen MP, Marchettini P, Adorni R, Compare A. Heart rate variability during acute psychosocial stress: A randomized cross-over trial of verbal and non-verbal laboratory stressors. Int J Psychophysiol 2018; 127:17-25. [DOI: 10.1016/j.ijpsycho.2018.02.016] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2017] [Revised: 02/25/2018] [Accepted: 02/27/2018] [Indexed: 11/16/2022]
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