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Lehrer P. The Importance of Including Psychophysiological Methods in Psychotherapy. Appl Psychophysiol Biofeedback 2024:10.1007/s10484-024-09667-w. [PMID: 39487925 DOI: 10.1007/s10484-024-09667-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/25/2024] [Indexed: 11/04/2024]
Abstract
This paper describes characteristics of sophisticated use of psychophysiological therapy procedures and describes a scoping review of evidence that adding psychophysiological procedures to psychotherapy improves outcome. It also reviews literature describing comparisons between psychophysiological procedures and various CBT and other verbal psychotherapy procedures when used as monotherapies. Some details of progressive muscle relaxation, autogenic training, and biofeedback are described that often are omitted in standard clinical training, including the method of diminishing tensions and differential relaxation training in progressive muscle relaxation, use of autogenic discharges and hypnotic instructions in autogenic training, and resonance frequency training in heart rate variability biofeedback and slow breathing. Although these details are often also missing in outcome studies, tentative conclusions can still be drawn from the empirical literature. As a monotherapy, psychophysiological methods are generally as powerful as verbal psychotherapies, although combining them with psychotherapy yields a larger effect than either approach alone. Psychophysiological methods have their strongest effects on anxiety and depression, with weaker effects for panic and PTSD, particularly when compared with exposure therapy, although the latter comparisons were restricted to relaxation training as a psychophysiological approach. Effects of psychophysiological interventions are weaker among elementary school children than among adults and adolescents. The results suggest that psychophysiological methods should be used along with other psychotherapeutic interventions for greatest effect.
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Affiliation(s)
- Paul Lehrer
- Rutgers Robert Wood Johnson Medical School, Piscataway, NJ, USA.
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Li Z, Schoonjans E, Allaert J, De Smet S, Kappen M, Houfflyn J, Ottaviani C, De Raedt R, Pulopulos MM, Vanderhasselt MA. Unraveling the temporal interplay of slow-paced breathing and prefrontal transcranial direct current stimulation on cardiac indices of autonomic activity. Psychophysiology 2024; 61:e14650. [PMID: 38997945 DOI: 10.1111/psyp.14650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 06/09/2024] [Accepted: 06/28/2024] [Indexed: 07/14/2024]
Abstract
The neurovisceral integration model proposes that information flows bidirectionally between the brain and the heart via the vagus nerve, indexed by vagally mediated heart rate variability (vmHRV). Voluntary reduction in breathing rate (slow-paced breathing, SPB, 5.5 Breathing Per Minute (BPM)) can enhance vmHRV. Additionally, prefrontal transcranial direct current stimulation (tDCS) can modulate the excitability of the prefrontal region and influence the vagus nerve. However, research on the combination of SPB and prefrontal tDCS to increase vmHRV and other cardiac (heart rate (HR) and blood pressure) and peripheral (skin conductance) indices is scarce. We hypothesized that the combination of 20 min of SPB and prefrontal tDCS would have a greater effect than each intervention in isolation. Hence, 200 participants were divided into four groups: active tDCS with SPB, active tDCS with 15 BPM breathing, sham tDCS with SPB, and sham tDCS with 15 BPM breathing. Regardless of the tDCS condition, the 5.5 BPM group showed a significant increase in vmHRV over 20 minutes and significant decreases in HR at the first and second 5-min epochs of the intervention. Regardless of breathing condition, the active tDCS group exhibited higher HR at the fourth 5-min epoch of the intervention than the sham tDCS group. No other effects were observed. Overall, SPB is a robust technique for increasing vmHRV, whereas prefrontal tDCS may produce effects that counteract those of SPB. More research is necessary to test whether and how SPB and neuromodulation approaches can be combined to improve cardiac vagal tone.
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Affiliation(s)
- Zefeng Li
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Emmanuelle Schoonjans
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Jens Allaert
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Stefanie De Smet
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Mitchel Kappen
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
| | - Joni Houfflyn
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | | | - Rudi De Raedt
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Matias M Pulopulos
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
| | - Marie-Anne Vanderhasselt
- Department of Head and Skin, Ghent Experimental Psychiatry Lab, Ghent University, Ghent, Belgium
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Lustermans H, Beijers R, Vis V, Aarts E, de Weerth C. Stress-related eating in pregnancy? An RCT examining links between prenatal stress and food choices. Psychoneuroendocrinology 2024; 166:107073. [PMID: 38754339 DOI: 10.1016/j.psyneuen.2024.107073] [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: 10/27/2023] [Revised: 05/02/2024] [Accepted: 05/05/2024] [Indexed: 05/18/2024]
Abstract
BACKGROUND Diet quality during pregnancy is important for maternal health and offspring development. However, national dietary recommendations are not always met. A potential barrier for healthy food choices might be the experience of stress. Previous literature in non-pregnant populations suggests a negative effect of acute stress on diet quality. This preregistered study is the first to test whether an acute stressor leads to unhealthy food choices in pregnancy and examine the moderating role of stress, depressive and anxiety complaints in daily life. METHOD Pregnant women (N = 110, 3rd trimester) completed online self-reported surveys measuring stress, depressive and anxiety complaints in daily life. Hereafter, participants were invited for a laboratory visit, in which they were exposed to the Trier Social Stress Test or a control task. After this manipulation, self-reported and actual food choices and food intake were assessed. At the end of the visit, a hair sample was collected. Throughout the visit, visual analogue scales on negative affect were completed and saliva samples were collected. RESULTS The stress group experienced significantly more psychological stress than the control group during the experimental manipulation. Main regression analyses showed that the acute laboratory stressor did not cause unhealthy food choices in the third trimester of pregnancy. In fact, the stress group chose fewer unhealthy foods and consumed fewer kilocalories compared to the control group. Additionally, the findings point at a moderating role of depressive and stress complaints in daily life on food choices within the control group: higher scores were related to more unhealthy food choices and more kilocalories consumed. DISCUSSION As this was the first study to test the effect of an acute stressor on food choices in pregnant women, more research is needed to obtain a better understanding of stress-related eating in pregnancy. This knowledge may inform future interventions to support pregnant women in improving their diet quality.
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Affiliation(s)
- H Lustermans
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, P.O. Box 9010, Nijmegen 6500 GL, the Netherlands.
| | - R Beijers
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, P.O. Box 9010, Nijmegen 6500 GL, the Netherlands; Department of Social Development, Behavioural Science Institute, Radboud University, P.O. Box 9104, Nijmegen 6500 HE, the Netherlands
| | - V Vis
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, P.O. Box 9010, Nijmegen 6500 GL, the Netherlands
| | - E Aarts
- Donders Institute for Brain, Cognition and Behaviour, Centre for Cognitive Neuroimaging, Radboud University, Nijmegen 6525 EN, the Netherlands
| | - C de Weerth
- Radboud University Medical Center, Donders Institute for Brain, Cognition and Behaviour, Department of Cognitive Neuroscience, P.O. Box 9010, Nijmegen 6500 GL, the Netherlands
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Miranda-Angulo AL, Sánchez-López JD, Vargas-Tejada DA, Hawkins-Caicedo V, Calderón JC, Gallo-Villegas J, Alzate-Restrepo JF, Suarez-Revelo JX, Castrillón G. Sympathovagal quotient and resting-state functional connectivity of control networks are related to gut Ruminococcaceae abundance in healthy men. Psychoneuroendocrinology 2024; 164:107003. [PMID: 38471256 DOI: 10.1016/j.psyneuen.2024.107003] [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: 09/27/2023] [Revised: 02/20/2024] [Accepted: 02/21/2024] [Indexed: 03/14/2024]
Abstract
INTRODUCTION Heart rate variability (HRV), brain resting-state functional connectivity (rsFC), and gut microbiota (GM) are three recognized indicators of health status, whose relationship has not been characterized. We aimed to identify the GM genera and families related to HRV and rsFC, the interaction effect of HRV and rsFC on GM taxa abundance, and the mediation effect of diet on these relationships. METHODS Eighty-eight healthy, young Colombian men were included in this cross-sectional study. HRV metrics were extracted from 24-hour Holter monitoring data and the resting functional connectivity strength (FCS) of 15 networks were derived from functional magnetic resonance imaging. Gut microbiota composition was assessed using the sequences of the V3-V4 regions of the 16 S rRNA gene, and diet was evaluated using a food frequency questionnaire. Multivariate linear regression analyses were performed to evaluate the correlations between the independent variables (HRV metrics and FCS) and the dependent variables (GM taxa abundance or alpha diversity indexes). Mediation analyses were used to test the role of diet in the relationship between HRV and GM. RESULTS The sympathovagal quotient (SQ) and the FCS of control networks were positively correlated with the abundance of the gut Ruminococcaceae family and an unclassified Ruminococcaceae genus (Ruminococcaceae_unc). Additionally, the interaction between the FCS of the control network and SQ reduced the individual main effects on the Ruminococcaceae_unc abundance. Finally, reduced habitual fiber intake partially mediated the relationship between SQ and this genus. CONCLUSION Two indicators of self-regulation, HRV and the rsFC of control networks, are related to the abundance of gut microbiota taxa in healthy men. However, only HRV is related to habitual dietary intake; thus, HRV could serve as a marker of food choice and GM composition in the future.
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Affiliation(s)
- Ana L Miranda-Angulo
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia.
| | - Juan D Sánchez-López
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia
| | - Daniel A Vargas-Tejada
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia
| | - Valentina Hawkins-Caicedo
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia
| | - Juan C Calderón
- Grupo de Investigación en Fisiología y Bioquímica (PHYSIS), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia
| | - Jaime Gallo-Villegas
- Grupo de Investigación en Medicina Aplicada a la Actividad Física y el Deporte (GRINMADE), Facultad de Medicina, Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia; Centro Clínico y de Investigación SICOR, Calle 19 No. 42-40, Medellín, Colombia
| | - Juan F Alzate-Restrepo
- Centro Nacional de Secuenciación Genómica (CNSG), Sede de Investigación Universitaria (SIU), Universidad de Antioquia UdeA, Calle 70 No. 52-2, Medellín, Colombia
| | - Jazmin X Suarez-Revelo
- Grupo de Investigación en Imágenes SURA, Ayudas diagnósticas SURA, Carrera 48 No. 26-50, piso 2, Medellín, Colombia
| | - Gabriel Castrillón
- Grupo de Investigación en Imágenes SURA, Ayudas diagnósticas SURA, Carrera 48 No. 26-50, piso 2, Medellín, Colombia; Department of Neuroradiology, Universitätsklinikum Erlangen, Maximiliansplatz 2, Erlangen, Germany
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Di Bello M, Chang C, McIntosh R. Dynamic vagal-mediated connectivity of cortical and subcortical central autonomic hubs predicts chronotropic response to submaximal exercise in healthy adults. Brain Cogn 2024; 175:106134. [PMID: 38266398 DOI: 10.1016/j.bandc.2024.106134] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 11/27/2023] [Accepted: 01/06/2024] [Indexed: 01/26/2024]
Abstract
BACKGROUND Despite accumulation of a substantial body of literature supporting the role of exercise on frontal lobe functioning, relatively less is understood of the interconnectivity of ventromedial prefrontal cortical (vmPFC) regions that underpin cardio-autonomic regulation predict cardiac chronotropic competence (CC) in response to sub-maximal exercise. METHODS Eligibility of 161 adults (mean age = 48.6, SD = 18.3, 68% female) was based upon completion of resting state brain scan and sub-maximal bike test. Sliding window analysis of the resting state signal was conducted over 45-s windows, with 50% overlap, to assess how changes in photoplethysmography-derived HRV relate to vmPFC functional connectivity with the whole brain. CC was assessed based upon heart rate (HR) changes during submaximal exercise (HR change /HRmax (206-0.88 × age) - HRrest). RESULTS During states of elevated HRV the vmPFC showed greater rsFC with an 83-voxel region of the hypothalamus (p < 0.001, uncorrected). Beta estimates of vmPFC connectivity extracted from a 6-mm sphere around this region emerged as the strongest predictor of CC (b = 0.283, p <.001) than age, BMI, and resting HRV F(8,144) = 6.30, p <.001. CONCLUSION Extensive glutamatergic innervation of the hypothalamus by the vmPFC allows for top-down control of the hypothalamus and its various autonomic efferents which facilitate chronotropic response during sub-maximal exercise.
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Affiliation(s)
- Maria Di Bello
- Department of Psychology, Sapienza University of Rome, Rome, Italy
| | - Catie Chang
- Department of Computer Science, Vanderbilt University, Nashville, TN, USA
| | - Roger McIntosh
- Department of Psychology, University of Miami, Coral Gables, FL 33124, USA.
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Braun JA, Patel M, Henderson LA, Dawood T, Macefield VG. Electrical stimulation of the ventromedial prefrontal cortex modulates muscle sympathetic nerve activity and blood pressure. Cereb Cortex 2024; 34:bhad422. [PMID: 37950875 DOI: 10.1093/cercor/bhad422] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 10/13/2023] [Accepted: 10/15/2023] [Indexed: 11/13/2023] Open
Abstract
We recently showed that transcranial alternating current stimulation of the dorsolateral prefrontal cortex modulates spontaneous bursts of muscle sympathetic nerve activity, heart rate, and blood pressure (Sesa-Ashton G, Wong R, McCarthy B, Datta S, Henderson LA, Dawood T, Macefield VG. Stimulation of the dorsolateral prefrontal cortex modulates muscle sympathetic nerve activity and blood pressure in humans. Cereb Cortex Comm. 2022:3:2tgac017.). Stimulation was delivered between scalp electrodes placed over the nasion and electroencephalogram (EEG) electrode site F3 (left dorsolateral prefrontal cortex) or F4 (right dorsolateral prefrontal cortex), and therefore the current passed within the anatomical locations underlying the left and right ventromedial prefrontal cortices. Accordingly, we tested the hypothesis that stimulation of the left and right ventromedial prefrontal cortices would also modulate muscle sympathetic nerve activity, although we predicted that this would be weaker than that seen during dorsolateral prefrontal cortex stimulation. We further tested whether stimulation of the right ventromedial prefrontal cortices would cause greater modulation of muscle sympathetic nerve activity, than stimulation of the left ventromedial prefrontal cortices. In 11 individuals, muscle sympathetic nerve activity was recorded via microelectrodes inserted into the right common peroneal nerve, together with continuous blood pressure, electrocardiogram, and respiration. Stimulation was achieved using transcranial alternating current stimulation, +2 to -2 mA, 0.08 Hz, 100 cycles, applied between electrodes placed over the nasion, and EEG electrode site FP1, (left ventromedial prefrontal cortices) or FP2 (right ventromedial prefrontal cortices); for comparison, stimulation was also applied over F4 (right dorsolateral prefrontal cortex). Stimulation of all three cortical sites caused partial entrainment of muscle sympathetic nerve activity to the sinusoidal stimulation, together with modulation of blood pressure and heart rate. We found a significant fall in mean blood pressure of ~6 mmHg (P = 0.039) during stimulation of the left ventromedial prefrontal cortices, as compared with stimulation of the right. We have shown, for the first time, that transcranial alternating current stimulation of the ventromedial prefrontal cortices modulates muscle sympathetic nerve activity and blood pressure in awake humans at rest. However, it is unclear if this modulation occurred through the same brain pathways activated during transcranial alternating current stimulation of the dorsolateral prefrontal cortex.
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Affiliation(s)
- Joe A Braun
- Baker Heart and Diabetes Institute, 75 Commerical Road, Melbourne, VIC 3004, Australia
- Department of Neuroscience, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
| | - Mariya Patel
- Baker Heart and Diabetes Institute, 75 Commerical Road, Melbourne, VIC 3004, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Luke A Henderson
- School of Medical Sciences (Neuroscience), Brain and Mind Centre, The University of Sydney, 94 Mallett Street, Sydney, NSW 2006, Australia
| | - Tye Dawood
- Baker Heart and Diabetes Institute, 75 Commerical Road, Melbourne, VIC 3004, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
| | - Vaughan G Macefield
- Baker Heart and Diabetes Institute, 75 Commerical Road, Melbourne, VIC 3004, Australia
- Department of Neuroscience, Monash University, 99 Commercial Road, Melbourne, VIC 3004, Australia
- Baker Department of Cardiometabolic Health, The University of Melbourne, Grattan Street, Parkville, VIC 3010, Australia
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Tupitsa E, Egbuniwe I, Lloyd WK, Puertollano M, Macdonald B, Joanknecht K, Sakaki M, van Reekum CM. Heart Rate Variability Covaries with Amygdala Functional Connectivity During Voluntary Emotion Regulation. Neuroimage 2023; 274:120136. [PMID: 37116768 DOI: 10.1016/j.neuroimage.2023.120136] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Revised: 03/19/2023] [Accepted: 04/25/2023] [Indexed: 04/30/2023] Open
Abstract
The Neurovisceral Integration Model posits that shared neural networks support the effective regulation of emotions and heart rate, with heart rate variability (HRV) serving as an objective, peripheral index of prefrontal inhibitory control. Prior neuroimaging studies have predominantly examined both HRV and associated neural functional connectivity at rest, as opposed to contexts that require active emotion regulation. The present study sought to extend upon previous resting-state functional connectivity findings, examining task-related HRV and corresponding amygdala functional connectivity during a cognitive reappraisal task. Seventy adults (52 older and 18 younger adults, 18-84 years, 51% male) received instructions to cognitively reappraise negative affective images during functional MRI scanning. HRV measures were derived from a finger pulse signal throughout the scan. During the task, younger adults exhibited a significant inverse association between HRV and amygdala-medial prefrontal cortex (mPFC) functional connectivity, in which higher task-related HRV was correlated with weaker amygdala-mPFC coupling, whereas older adults displayed a slight positive, albeit non-significant correlation. Furthermore, voxelwise whole-brain functional connectivity analyses showed that higher task-based HRV was linked to weaker right amygdala-posterior cingulate cortex connectivity across older and younger adults, and in older adults, higher task-related HRV correlated positively with stronger right amygdala-right ventrolateral prefrontal cortex connectivity. Collectively, these findings highlight the importance of assessing HRV and neural functional connectivity during active regulatory contexts to further identify neural concomitants of HRV and adaptive emotion regulation.
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Affiliation(s)
- Emma Tupitsa
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Ifeoma Egbuniwe
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - William K Lloyd
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK; School of Health Sciences, University of Manchester, Manchester, UK
| | - Marta Puertollano
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Birthe Macdonald
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK; URPP Dynamics of Healthy Ageing, University of Zurich, Zurich, Switzerland
| | - Karin Joanknecht
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK
| | - Michiko Sakaki
- Hector Research Institute of Education Sciences and Psychology, University of Tübingen, Tübingen, Germany; Research Institute, Kochi University of Technology, Kochi, Japan
| | - Carien M van Reekum
- Centre for Integrative Neuroscience and Neurodynamics, School of Psychology and Clinical Language Sciences, University of Reading, Reading, UK.
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Graft J, Romine W, Watts B, Schroeder N, Jawad T, Banerjee T. A Preliminary Study of the Efficacy of Using a Wrist-Worn Multiparameter Sensor for the Prediction of Cognitive Flow States in University-Level Students. SENSORS (BASEL, SWITZERLAND) 2023; 23:3957. [PMID: 37112298 PMCID: PMC10141919 DOI: 10.3390/s23083957] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Revised: 03/22/2023] [Accepted: 04/12/2023] [Indexed: 06/19/2023]
Abstract
Engagement is enhanced by the ability to access the state of flow during a task, which is described as a full immersion experience. We report two studies on the efficacy of using physiological data collected from a wearable sensor for the automated prediction of flow. Study 1 took a two-level block design where activities were nested within its participants. A total of five participants were asked to complete 12 tasks that aligned with their interests while wearing the Empatica E4 sensor. This yielded 60 total tasks across the five participants. In a second study representing daily use of the device, a participant wore the device over the course of 10 unstructured activities over 2 weeks. The efficacy of the features derived from the first study were tested on these data. For the first study, a two-level fixed effects stepwise logistic regression procedure indicated that five features were significant predictors of flow. In total, two were related to skin temperature (median change with respect to the baseline and skewness of the temperature distribution) and three were related to acceleration (the acceleration skewness in the x and y directions and the kurtosis of acceleration in the y direction). Logistic regression and naïve Bayes models provided a strong classification performance (AUC > 0.7, between-participant cross-validation). For the second study, these same features yielded a satisfactory prediction of flow for the new participant wearing the device in an unstructured daily use setting (AUC > 0.7, leave-one-out cross-validation). The features related to acceleration and skin temperature appear to translate well for the tracking of flow in a daily use environment.
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Affiliation(s)
- Josephine Graft
- Department of Biological Sciences, Wright State University, Dayton, OH 45435, USA
| | - William Romine
- Department of Biological Sciences, Wright State University, Dayton, OH 45435, USA
| | - Brooklynn Watts
- Center of Life Sciences Education, The Ohio State University, Columbus, OH 43210, USA
| | - Noah Schroeder
- Department of Leadership Studies in Education and Organizations, Wright State University, Dayton, OH 45435, USA
| | - Tawsik Jawad
- Department of Computer Science, Wright State University, Dayton, OH 45435, USA
| | - Tanvi Banerjee
- Department of Computer Science, Wright State University, Dayton, OH 45435, USA
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Arakaki X, Arechavala RJ, Choy EH, Bautista J, Bliss B, Molloy C, Wu DA, Shimojo S, Jiang Y, Kleinman MT, Kloner RA. The connection between heart rate variability (HRV), neurological health, and cognition: A literature review. Front Neurosci 2023; 17:1055445. [PMID: 36937689 PMCID: PMC10014754 DOI: 10.3389/fnins.2023.1055445] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Accepted: 02/06/2023] [Indexed: 03/05/2023] Open
Abstract
The heart and brain have bi-directional influences on each other, including autonomic regulation and hemodynamic connections. Heart rate variability (HRV) measures variation in beat-to-beat intervals. New findings about disorganized sinus rhythm (erratic rhythm, quantified as heart rate fragmentation, HRF) are discussed and suggest overestimation of autonomic activities in HRV changes, especially during aging or cardiovascular events. When excluding HRF, HRV is regulated via the central autonomic network (CAN). HRV acts as a proxy of autonomic activity and is associated with executive functions, decision-making, and emotional regulation in our health and wellbeing. Abnormal changes of HRV (e.g., decreased vagal functioning) are observed in various neurological conditions including mild cognitive impairments, dementia, mild traumatic brain injury, migraine, COVID-19, stroke, epilepsy, and psychological conditions (e.g., anxiety, stress, and schizophrenia). Efforts are needed to improve the dynamic and intriguing heart-brain interactions.
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Affiliation(s)
- Xianghong Arakaki
- Cognition and Brain Integration Laboratory, Department of Neurosciences, Huntington Medical Research Institutes, Pasadena, CA, United States
| | - Rebecca J. Arechavala
- Department of Environmental and Occupational Health, University of California, Irvine, Irvine, CA, United States
| | - Elizabeth H. Choy
- Department of Environmental and Occupational Health, University of California, Irvine, Irvine, CA, United States
| | - Jayveeritz Bautista
- Department of Environmental and Occupational Health, University of California, Irvine, Irvine, CA, United States
| | - Bishop Bliss
- Department of Environmental and Occupational Health, University of California, Irvine, Irvine, CA, United States
| | - Cathleen Molloy
- Cognition and Brain Integration Laboratory, Department of Neurosciences, Huntington Medical Research Institutes, Pasadena, CA, United States
| | - Daw-An Wu
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, United States
| | - Shinsuke Shimojo
- Division of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA, United States
| | - Yang Jiang
- Department of Behavioral Science, College of Medicine, University of Kentucky, Lexington, KY, United States
| | - Michael T. Kleinman
- Department of Environmental and Occupational Health, University of California, Irvine, Irvine, CA, United States
| | - Robert A. Kloner
- Cardiovascular Research, Huntington Medical Research Institutes, Pasadena, CA, United States
- Division of Cardiovascular Medicine, Department of Medicine, Keck School of Medicine of University of Southern California, Los Angeles, CA, United States
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Bögge L, Colás-Blanco I, Piolino P. Respiratory sinus arrhythmia during biofeedback is linked to persistent improvements in attention, short-term memory, and positive self-referential episodic memory. Front Neurosci 2022; 16:791498. [PMID: 36177356 PMCID: PMC9514056 DOI: 10.3389/fnins.2022.791498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 07/28/2022] [Indexed: 11/13/2022] Open
Abstract
Background Heart rate variability (HRV) biofeedback, an intervention based on the voluntary self-regulation of autonomic parameters, has been shown to affect prefrontal brain functioning and improve executive functions. The interest in using HRV biofeedback as cognitive training is typically ascribed to parasympathetic activation and optimized physiological functioning deriving from increased cardiac vagal control. However, the persistence of cognitive effects is poorly studied and their association with biofeedback-evoked autonomic changes has not yet been explored. In addition, no study has so far investigated the influence of HRV biofeedback in adults on long-term episodic memory, which is particularly concerned with self-referential encoding processing. Methods In the present study, a novel training system was developed integrating HRV and respiratory biofeedback into an immersive virtual reality environment to enhance training efficacy. Twenty-two young healthy adults were subjected to a blinded randomized placebo-controlled experiment, including six self-regulation training sessions, to evaluate the effect of biofeedback on autonomic and cognitive changes. Cardiac vagal control was assessed before, during, and 5 min after each training session. Executive functions, episodic memory, and the self-referential encoding effect were evaluated 1 week before and after the training program using a set of validated tasks. Results Linear mixed-effects models showed that HRV biofeedback greatly stimulated respiratory sinus arrhythmia during and after training. Moreover, it improved the attentional capabilities required for the identification and discrimination of stimuli ( η p 2 = 0.17), auditory short-term memory ( η p 2 = 0.23), and self-referential episodic memory recollection of positive stimuli ( η p 2 = 0.23). Episodic memory outcomes indicated that HRV biofeedback reinforced positive self-reference encoding processing. Cognitive changes were strongly dependent on the level of respiratory sinus arrhythmia evoked during self-regulation training. Conclusion The present study provides evidence that biofeedback moderates respiration-related cardiac vagal control, which in turn mediates improvements in several cognitive processes crucial for everyday functioning including episodic memory, that are maintained beyond the training period. The results highlight the interest in HRV biofeedback as an innovative research tool and medication-free therapeutic approach to affect autonomic and neurocognitive functioning. Finally, a neurocognitive model of biofeedback-supported autonomic self-regulation as a scaffolding for episodic memory is proposed.
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Affiliation(s)
- Lukas Bögge
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Paris, France
| | - Itsaso Colás-Blanco
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Paris, France
| | - Pascale Piolino
- Laboratoire Mémoire, Cerveau et Cognition, Université Paris Cité, Paris, France
- Institut Universitaire de France (IUF), Paris, France
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11
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Chalmers T, Eaves S, Lees T, Lin CT, Newton PJ, Clifton-Bligh R, McLachlan CS, Gustin SM, Lal S. The relationship between neurocognitive performance and HRV parameters in nurses and non-healthcare participants. Brain Behav 2022; 12:e2481. [PMID: 35191214 PMCID: PMC8933753 DOI: 10.1002/brb3.2481] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2021] [Revised: 11/04/2021] [Accepted: 12/19/2021] [Indexed: 11/05/2022] Open
Abstract
Nurses represent the largest sector of the healthcare workforce, and it is established that they are faced with ongoing physical and mental demands that leave many continuously stressed. In turn, this chronic stress may affect cardiac autonomic activity, which can be non-invasively evaluated using heart rate variability (HRV). The association between neurocognitive parameters during acute stress situations and HRV has not been previously explored in nurses compared to non-nurses and such, our study aimed to assess these differences. Neurocognitive data were obtained using the Mini-Mental State Examination and Cognistat psychometric questionnaires. ECG-derived HRV parameters were acquired during the Trier Social Stress Test. Between-group differences were found in domain-specific cognitive performance for the similarities (p = .03), and judgment (p = .002) domains and in the following HRV parameters: SDNNbaseline, (p = .004), LFpreparation (p = .002), SDNNpreparation (p = .002), HFpreparation (p = .02), and TPpreparation (p = .003). Negative correlations were found between HF power and domain-specific cognitive performance in nurses. In contrast, both negative and positive correlations were found between HRV and domain-specific cognitive performance in the non-nurse group. The current findings highlight the prospective use of autonomic HRV markers in relation to cognitive performance while building a relationship between autonomic dysfunction and cognition.
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Affiliation(s)
- Taryn Chalmers
- Neuroscience Research Unit, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Shamona Eaves
- Neuroscience Research Unit, School of Life Sciences, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Ty Lees
- The Pennsylvania State University Department of Human Development and Family Studies, University Park, Pennsylvania, USA
| | - Chin-Teng Lin
- Computational Intelligence and Brain Computer Interface Centre (CIBCI), FEIT, University of Technology Sydney, Sydney, New South Wales, Australia
| | - Phillip J Newton
- School of Nursing & Midwifery, Western Sydney University, Penrith South, New South Wales, Australia
| | - Roderick Clifton-Bligh
- Medicine, Northern Clinical School, Kolling Institute of Medical Research, St Leonards, New South Wales, Australia
| | - Craig S McLachlan
- Centre for Healthy Futures, Torrens University Australia - Sydney Campus Pyrmont, Pyrmont, New South Wales, Australia
| | - Sylvia M Gustin
- University of New South Wales School of Psychology, Sydney, New South Wales, Australia
| | - Sara Lal
- Faculty of Science, University of Technology Sydney, Sydney, New South Wales, Australia
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12
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Sevoz-Couche C, Laborde S. Heart rate variability and slow-paced breathing:when coherence meets resonance. Neurosci Biobehav Rev 2022; 135:104576. [DOI: 10.1016/j.neubiorev.2022.104576] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 02/07/2022] [Accepted: 02/09/2022] [Indexed: 01/08/2023]
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13
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Forte G, Morelli M, Grässler B, Casagrande M. Decision making and Heart Rate variability: a systematic review. APPLIED COGNITIVE PSYCHOLOGY 2021. [DOI: 10.1002/acp.3901] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Affiliation(s)
- Giuseppe Forte
- Dipartimento di Psicologia “Sapienza” Università di Roma
- Body and Action Lab IRCCS Fondazione Santa Lucia, Via Ardeatina 306 Rome Italy
| | - Matteo Morelli
- Dipartimento di Psicologia “Sapienza” Università di Roma
| | | | - Maria Casagrande
- Dipartimento di Psicologia Clinica Dinamica e Salute, “Sapienza” Università di Roma
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14
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Maier SU, Grueschow M. Pupil dilation predicts individual self-regulation success across domains. Sci Rep 2021; 11:14342. [PMID: 34253756 PMCID: PMC8275757 DOI: 10.1038/s41598-021-93121-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2021] [Accepted: 06/14/2021] [Indexed: 02/06/2023] Open
Abstract
Multiple theories have proposed that increasing central arousal through the brain's locus coeruleus-norepinephrine system may facilitate cognitive control and memory. However, the role of the arousal system in emotion regulation is less well understood. Pupil diameter is a proxy to infer upon the central arousal state. We employed an emotion regulation paradigm with a combination of design features that allowed us to dissociate regulation from emotional arousal in the pupil diameter time course of 34 healthy adults. Pupil diameter increase during regulation predicted individual differences in emotion regulation success beyond task difficulty. Moreover, the extent of this individual regulatory arousal boost predicted performance in another self-control task, dietary health challenges. Participants who harnessed more regulation-associated arousal during emotion regulation were also more successful in choosing healthier foods. These results suggest that a common arousal-based facilitation mechanism may support an individual's self-control across domains.
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Affiliation(s)
- Silvia U Maier
- Zurich Center for Neuroeconomics, Department of Economics, University of Zurich, Bluemlisalpstrasse 10, 8006, Zurich, Switzerland.
- Neuroscience Center Zurich, University of Zurich, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland.
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH Zurich, Zurich, Switzerland.
| | - Marcus Grueschow
- Zurich Center for Neuroeconomics, Department of Economics, University of Zurich, Bluemlisalpstrasse 10, 8006, Zurich, Switzerland.
- Neuroscience Center Zurich, University of Zurich, Swiss Federal Institute of Technology Zurich, Zurich, Switzerland.
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15
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Järvelä-Reijonen E, Järvinen S, Karhunen L, Föhr T, Myllymäki T, Sairanen E, Lindroos S, Peuhkuri K, Hallikainen M, Pihlajamäki J, Puttonen S, Korpela R, Ermes M, Lappalainen R, Kujala UM, Kolehmainen M, Laitinen J. Sleep-time physiological recovery is associated with eating habits in distressed working-age Finns with overweight: secondary analysis of a randomised controlled trial. J Occup Med Toxicol 2021; 16:23. [PMID: 34183032 PMCID: PMC8237494 DOI: 10.1186/s12995-021-00310-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2020] [Accepted: 06/08/2021] [Indexed: 12/31/2022] Open
Abstract
Background Association of physiological recovery with nutrition has scarcely been studied. We investigated whether physiological recovery during sleep relates to eating habits, i.e., eating behaviour and diet quality. Methods Cross-sectional baseline analysis of psychologically distressed adults with overweight (N = 252) participating in a lifestyle intervention study in three Finnish cities. Recovery measures were based on sleep-time heart rate variability (HRV) measured for 3 consecutive nights. Measures derived from HRV were 1) RMSSD (Root Mean Square of the Successive Differences) indicating the parasympathetic activation of the autonomic nervous system and 2) Stress Balance (SB) indicating the temporal ratio of recovery to stress. Eating behaviour was measured with questionnaires (Intuitive Eating Scale, Three-Factor Eating Questionnaire, Health and Taste Attitude Scales, ecSatter Inventory™). Diet quality was quantified using questionnaires (Index of Diet Quality, Alcohol Use Disorders Identification Test Consumption) and 48-h dietary recall. Results Participants with best RMSSD reported less intuitive eating (p = 0.019) and less eating for physical rather than emotional reasons (p = 0.010) compared to those with poorest RMSSD; participants with good SB reported less unconditional permission to eat (p = 0.008), higher fibre intake (p = 0.028), higher diet quality (p = 0.001), and lower alcohol consumption (p < 0.001) compared to those with poor SB, although effect sizes were small. In subgroup analyses among participants who reported working regular daytime hours (n = 216), only the associations of SB with diet quality and alcohol consumption remained significant. Conclusions Better nocturnal recovery showed associations with better diet quality, lower alcohol consumption and possibly lower intuitive eating. In future lifestyle interventions and clinical practice, it is important to acknowledge sleep-time recovery as one possible factor linked with eating habits. Trial registration ClinicalTrials.gov Identifier NCT01738256, Registered 17 August 2012. Supplementary Information The online version contains supplementary material available at 10.1186/s12995-021-00310-6.
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Affiliation(s)
- Elina Järvelä-Reijonen
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Suvi Järvinen
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland.
| | - Leila Karhunen
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland.,Institute of Clinical Medicine and Clinical Nutrition, Kuopio University Hospital, P.O. Box 100, FI-70029 KYS, Kuopio, Finland
| | - Tiina Föhr
- Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Tero Myllymäki
- Department of Psychology, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Essi Sairanen
- Department of Psychology, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland.,Department of Psychology, Karlstad University, SE-651 88, Karlstad, Sweden
| | - Sanni Lindroos
- Medical Faculty, Pharmacology, Medical Nutrition Physiology, University of Helsinki, P.O. Box 63, FI-00014, Helsinki, Finland
| | - Katri Peuhkuri
- Medical Faculty, Pharmacology, Medical Nutrition Physiology, University of Helsinki, P.O. Box 63, FI-00014, Helsinki, Finland.,Social Services and Health Care, City of Helsinki, Helsinki, Finland
| | - Maarit Hallikainen
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Jussi Pihlajamäki
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland.,Institute of Clinical Medicine and Clinical Nutrition, Kuopio University Hospital, P.O. Box 100, FI-70029 KYS, Kuopio, Finland
| | - Sampsa Puttonen
- Finnish Institute of Occupational Health, P.O. Box 40, FI-00251, Helsinki, Finland
| | - Riitta Korpela
- Medical Faculty, Pharmacology, Medical Nutrition Physiology, University of Helsinki, P.O. Box 63, FI-00014, Helsinki, Finland.,Medical Faculty, Human Microbe Research Program, University of Helsinki, P.O. Box 63, FI-00014, Helsinki, Finland
| | - Miikka Ermes
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland
| | - Raimo Lappalainen
- Department of Psychology, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Urho M Kujala
- Faculty of Sport and Health Sciences, University of Jyväskylä, P.O. Box 35, FI-40014, Jyväskylä, Finland
| | - Marjukka Kolehmainen
- Institute of Public Health and Clinical Nutrition, Clinical Nutrition, University of Eastern Finland, P.O. Box 1627, FI-70211, Kuopio, Finland.,Institute of Clinical Medicine and Clinical Nutrition, Kuopio University Hospital, P.O. Box 100, FI-70029 KYS, Kuopio, Finland
| | - Jaana Laitinen
- Finnish Institute of Occupational Health, P.O. Box 40, FI-00251, Helsinki, Finland
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16
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Kimmel MC, Fransson E, Cunningham JL, Brann E, Grewen K, Boschiero D, Chrousos GP, Meltzer-Brody S, Skalkidou A. Heart rate variability in late pregnancy: exploration of distinctive patterns in relation to maternal mental health. Transl Psychiatry 2021; 11:286. [PMID: 33986246 PMCID: PMC8119957 DOI: 10.1038/s41398-021-01401-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 03/31/2021] [Accepted: 04/21/2021] [Indexed: 02/03/2023] Open
Abstract
Exploration of photoplethysmography (PPG), a technique that can be translated to the clinic, has the potential to assess the autonomic nervous system (ANS) through heart rate variable (HRV) in pregnant individuals. This novel study explores the complexity of mental health of individuals in a clinical sample responding to a task in late pregnancy; finding those with several types of past or current anxiety disorders, greater trait anxiety, or greater exposure to childhood traumatic events had significantly different HRV findings from the others in the cohort. Lower high frequency (HF), a measure of parasympathetic activity, was found for women who met the criteria for the history of obsessive-compulsive disorder (OCD) (p = 0.004) compared with women who did not meet the criteria for OCD, and for women exposed to greater than five childhood traumatic events (p = 0.006) compared with those exposed to four or less childhood traumatic events. Conversely higher low frequency (LF), a measure thought to be impacted by sympathetic system effects, and the LF/HF ratio was found for those meeting criteria for a panic disorder (p = 0.006), meeting criteria for social phobia (p = 0.002), had elevated trait anxiety (p = 0.006), or exposure to greater than five childhood traumatic events (p = 0.004). This study indicates further research is needed to understand the role of PPG and in assessing ANS functioning in late pregnancy. Study of the impact of lower parasympathetic functioning and higher sympathetic functioning separately and in conjunction at baseline and in relation to tasks during late pregnancy has the potential to identify individuals that require more support and direct intervention.
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Affiliation(s)
- Mary C. Kimmel
- grid.410711.20000 0001 1034 1720Department of Psychiatry, University of North Carolina, Chapel Hill, NC USA ,grid.8993.b0000 0004 1936 9457Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Emma Fransson
- grid.8993.b0000 0004 1936 9457Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Janet L. Cunningham
- grid.8993.b0000 0004 1936 9457Department of Neurosciences, Psychiatry, Uppsala University, Uppsala, Sweden
| | - Emma Brann
- grid.8993.b0000 0004 1936 9457Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
| | - Karen Grewen
- grid.410711.20000 0001 1034 1720Department of Psychiatry, University of North Carolina, Chapel Hill, NC USA
| | | | - George P. Chrousos
- grid.5216.00000 0001 2155 0800University Research Institute of Maternal and Child Health and Precision Medicine, UNESCO Chair on Adolescent Health Care, National and Kapodistrian University of Athens, Medical School, Athens, Greece
| | - Samantha Meltzer-Brody
- grid.410711.20000 0001 1034 1720Department of Psychiatry, University of North Carolina, Chapel Hill, NC USA
| | - Alkistis Skalkidou
- grid.8993.b0000 0004 1936 9457Department of Women’s and Children’s Health, Uppsala University, Uppsala, Sweden
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17
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Saruco E, Pleger B. A Systematic Review of Obesity and Binge Eating Associated Impairment of the Cognitive Inhibition System. Front Nutr 2021; 8:609012. [PMID: 33996871 PMCID: PMC8116510 DOI: 10.3389/fnut.2021.609012] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 03/09/2021] [Indexed: 02/04/2023] Open
Abstract
Altered functioning of the inhibition system and the resulting higher impulsivity are known to play a major role in overeating. Considering the great impact of disinhibited eating behavior on obesity onset and maintenance, this systematic review of the literature aims at identifying to what extent the brain inhibitory networks are impaired in individuals with obesity. It also aims at examining whether the presence of binge eating disorder leads to similar although steeper neural deterioration. We identified 12 studies that specifically assessed impulsivity during neuroimaging. We found a significant alteration of neural circuits primarily involving the frontal and limbic regions. Functional activity results show BMI-dependent hypoactivity of frontal regions during cognitive inhibition and either increased or decreased patterns of activity in several other brain regions, according to their respective role in inhibition processes. The presence of binge eating disorder results in further aggravation of those neural alterations. Connectivity results mainly report strengthened connectivity patterns across frontal, parietal, and limbic networks. Neuroimaging studies suggest significant impairment of various neural circuits involved in inhibition processes in individuals with obesity. The elaboration of accurate therapeutic neurocognitive interventions, however, requires further investigations, for a deeper identification and understanding of obesity-related alterations of the inhibition brain system.
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Affiliation(s)
- Elodie Saruco
- Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum, Germany
| | - Burkhard Pleger
- Department of Neurology, BG University Clinic Bergmannsheil, Ruhr-University Bochum, Bochum, Germany
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18
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Bottera AR, Mancuso CJ, Kambanis PE, De Young KP. Examining heart rate variability as an indicator of top-down inhibitory control over emotions and eating behaviors among individuals with and without binge eating. Appetite 2020; 159:105071. [PMID: 33340606 DOI: 10.1016/j.appet.2020.105071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 10/08/2020] [Accepted: 12/13/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Guilt increases prior to objective binge-eating episodes (OBE) and decreases following OBE, suggesting that OBE may function to regulate negative affective states. Rapid eating, a common feature of OBE, may be an observable indication of difficulty regulating eating. Heart rate variability (HRV), a measure of parasympathetic activity, is an indicator of top-down inhibitory control and indicates emotion regulation attempts. We aimed to test the effect of guilt on consumption rate and change in HRV among individuals with (+) and without (-) OBE. METHOD Participants (N = 86) underwent a mood induction (randomized to either a neutral mood or a guilt condition) and were then provided with 32 ounces (0.95 L) of Boost® meal replacement shake (960 kcal) and instructed to consume until they felt satisfied. Guilt was measured at baseline, prior to consumption, and following consumption. HRV was measured throughout. RESULTS Participants in the guilt condition reported higher guilt prior to consumption than individuals in the neutral mood condition, primarily driven by individuals with low HRV. Guilt decreased following consumption among individuals with low HRV in the guilt condition. The OBE+ individuals did not consume more or at an overall faster rate than OBE- individuals. Guilt prior to consumption did not lead to faster initial rates among OBE+ individuals; although, OBE+ individuals who experienced an increase in HRV from prior to during consumption demonstrated faster initial rates and greater changes in rate over time. DISCUSSION When experiencing negative emotions, individuals with OBE may experience increases in parasympathetic functioning while eating, reinforcing OBE as a facilitator of emotion regulation.
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Affiliation(s)
| | | | | | - Kyle P De Young
- Department of Psychology, University of Wyoming, Laramie, WY, USA
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19
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Beames JR, Gilam G, Schofield TP, Schira MM, Denson TF. The impact of self-control training on neural responses following anger provocation. Soc Neurosci 2020; 15:558-570. [PMID: 32723156 DOI: 10.1080/17470919.2020.1799860] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Self-control training (SCT) is one way to enhance self-controlled behavior. We conducted a novel and exploratory functional magnetic resonance imaging experiment to examine how SCT affects neural responses in a situation that elicits a self-control response: anger provocation. Forty-five healthy young men and women completed two-weeks of SCT or a behavioral monitoring task and were then insulted during scanning. We found significant changes in functional activation and connectivity using a lenient error threshold, which were not observed using a stricter threshold. Activation in the posterior insula was greater for the control compared to the SCT group at post-provocation, trait aggression correlated with neural responses to SCT, and SCT was associated with specific amygdala-cortical connections. Neural changes occurred even though SCT did not affect participants' performance on an inhibition task, reports of trying to control their anger, or their experience of anger. This dissociation prevented clear interpretation about whether the neural changes were indicative of specific anger or anger control processes. Although replication with high-powered studies is needed, we provide evidence that SCT affects neural responses in the context of anger provocation.
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Affiliation(s)
- Joanne R Beames
- School of Psychology, University of New South Wales , Sydney, Australia
| | - Gadi Gilam
- School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University , Palo Alto, CA, USA
| | - Timothy P Schofield
- School of Population and Global Health, The University of Melbourne , Parkville, Australia
| | - Mark M Schira
- School of Psychology, University of Wollongong , Wollongong, Australia
| | - Thomas F Denson
- School of Psychology, University of New South Wales , Sydney, Australia
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20
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Maier SU, Hare TA. BOLD activity during emotion reappraisal positively correlates with dietary self-control success. Soc Cogn Affect Neurosci 2020; 18:nsaa097. [PMID: 32701139 PMCID: PMC9910278 DOI: 10.1093/scan/nsaa097] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Revised: 05/27/2020] [Accepted: 07/11/2020] [Indexed: 11/13/2022] Open
Abstract
We combined established emotion regulation and dietary choice tasks with fMRI to investigate behavioral and neural associations in self-regulation across the two domains in human participants. We found that increased BOLD activity during the successful reappraisal of positive and negative emotional stimuli was associated with dietary self-control success. This cross-task correlation was present in medial and lateral prefrontal cortex as well as the striatum. In contrast, BOLD activity during the food choice task was not associated with self-reported emotion regulation efficacy. These results suggest that neural processes utilized during the reappraisal of emotional stimuli may also facilitate dietary choices that override palatability in favor of healthfulness. In summary, our findings indicate that the neural systems supporting emotion reappraisal can generalize to other behavioral contexts that require reevaluation of rewarding stimuli and outcomes to promote choices that conform with the current goal.
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Affiliation(s)
- Silvia U Maier
- Zurich Center for Neuroeconomics, Department of Economics, University of Zurich, Zurich 8006, Switzerland
- Neuroscience Center Zurich, University of Zurich, Swiss Federal Institute of Technology, Zurich 8057, Switzerland
- Translational Neuromodeling Unit, Institute for Biomedical Engineering, University of Zurich and ETH, Zurich 8032, Switzerland
| | - Todd A Hare
- Zurich Center for Neuroeconomics, Department of Economics, University of Zurich, Zurich 8006, Switzerland
- Neuroscience Center Zurich, University of Zurich, Swiss Federal Institute of Technology, Zurich 8057, Switzerland
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21
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Kim H. Stability or Plasticity? - A Hierarchical Allostatic Regulation Model of Medial Prefrontal Cortex Function for Social Valuation. Front Neurosci 2020; 14:281. [PMID: 32296303 PMCID: PMC7138052 DOI: 10.3389/fnins.2020.00281] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2020] [Accepted: 03/12/2020] [Indexed: 12/21/2022] Open
Abstract
The medial prefrontal cortex (mPFC) has long been recognized as the key component of the neurocircuitry involved in various social as well as non-social behaviors, however, little is known regarding the organizing principle of distinctive subregions in the mPFC that integrates a wide range of mPFC functions. The present study proposes a hierarchical model of mPFC functionality, where three functionally dissociable subregions, namely, the ventromedial prefrontal cortex (vmPFC), rostromedial prefrontal cortex (rmPFC), and dorsomedial prefrontal cortex (dmPFC), are differentially involved in computing values of decision-making. According to this model, the mPFC subregions interact with each other in such a way that more dorsal regions utilize additional external sensory information from environment to predict and prevent conflicts occurring in more ventral regions tuned to internal bodily signals, thereby exerting the hierarchically organized allostatic regulatory control over homeostatic reflexes. This model also emphasizes the role of the thalamic reticular nucleus (TRN) in arbitrating the transitions between different thalamo-cortical loops, detecting conflicts between competing options for decision-making, and in shifting flexibly between decision modes. The hierarchical architecture of the mPFC working in conjunction with the TRN may play a key role in adjusting the internal (bodily) needs to suit the constraints of external (environmental) variables better, thus effectively addressing the stability-plasticity dilemma.
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Affiliation(s)
- Hackjin Kim
- Department of Psychology, Korea University, Seoul, South Korea
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22
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Wang W, Zhornitsky S, Le TM, Zhang S, Li CSR. Heart Rate Variability, Cue-Evoked Ventromedial Prefrontal Cortical Response, and Problem Alcohol Use in Adult Drinkers. BIOLOGICAL PSYCHIATRY: COGNITIVE NEUROSCIENCE AND NEUROIMAGING 2020; 5:619-628. [PMID: 32061544 DOI: 10.1016/j.bpsc.2019.12.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Revised: 11/25/2019] [Accepted: 12/13/2019] [Indexed: 12/29/2022]
Abstract
BACKGROUND Many studies employed cue exposure paradigms to investigate the neural processes underlying cue-elicited alcohol craving. Cue exposure elicits robust autonomic reactivity. However, whether or how cue-elicited autonomic response relates to the severity of alcohol misuse and the neural bases underlying the potential relationship remain unclear. METHODS We examined cue-related brain activations in association with heart rate variability, as indexed by the root mean square of the successive differences (RMSSD), during alcohol versus neutral cue blocks in 50 adult alcohol drinkers (24 men). Imaging and heart rate variability data were collected and processed with published routines. Mediation analyses were conducted to examine the interrelationship between regional activities, cue-elicited changes in RMSSD, and the severity of problem alcohol use, as assessed with the Alcohol Use Disorders Identification Test (AUDIT). RESULTS The results showed higher RMSSD during alcohol than during neutral cue exposures, with alcohol (vs. neutral) cue-evoked RMSSD positively correlated with AUDIT score. Further, alcohol (vs. neutral) cue-elicited activity in the ventromedial prefrontal cortex was negatively correlated both with increases in RMSSD and with the AUDIT score. Mediation analyses suggested that the RMSSD mediated the relationship between ventromedial prefrontal cortex cue activity and the AUDIT score. CONCLUSIONS These findings substantiate the neural correlates of the presumably parasympathetic response during alcohol cue exposure and the interrelationship among ventromedial prefrontal cortex activity, autonomic response, and problem alcohol use.
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Affiliation(s)
- Wuyi Wang
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Simon Zhornitsky
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Thang M Le
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Sheng Zhang
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut
| | - Chiang-Shan R Li
- Department of Psychiatry, Yale University School of Medicine, New Haven, Connecticut; Department of Neuroscience, Yale University School of Medicine, New Haven, Connecticut; Department of Interdepartmental Neuroscience Program, Yale University, New Haven, Connecticut.
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23
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Perna G, Riva A, Defillo A, Sangiorgio E, Nobile M, Caldirola D. Heart rate variability: Can it serve as a marker of mental health resilience?: Special Section on "Translational and Neuroscience Studies in Affective Disorders" Section Editor, Maria Nobile MD, PhD. J Affect Disord 2020; 263:754-761. [PMID: 31630828 DOI: 10.1016/j.jad.2019.10.017] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 09/20/2019] [Accepted: 10/09/2019] [Indexed: 12/15/2022]
Abstract
BACKGROUND Stress resilience influences mental well-being and vulnerability to psychiatric disorders. Usually, measurement of resilience is based on subjective reports, susceptible to biases. It justifies the need for objective biological/physiological biomarkers of resilience. One promising candidate as biomarker of mental health resilience (MHR) is heart rate variability (HRV). The evidence for its use was reviewed in this study. METHODS We focused on the relationship between HRV (as measured through decomposition of RR intervals from electrocardiogram) and responses to laboratory stressors in individuals without medical and psychiatric diseases. We conducted a bibliographic search of publications in the PubMed for January 2010-September 2018. RESULTS Eight studies were included. High vagally mediated HRV before and/or during stressful laboratory tasks was associated with enhanced cognitive resilience to competitive/self-control challenges, appropriate emotional regulation during emotional tasks, and better modulation of cortisol, cardiovascular and inflammatory responses during psychosocial/mental tasks. LIMITATIONS All studies were cross-sectional, restricting conclusions that can be made. Most studies included only young participants, with some samples of only males or females, and a limited array of HRV indexes. Ecological validity of stressful laboratory tasks remains unclear. CONCLUSIONS Vagally mediated HRV may serve as a global index of an individual's flexibility and adaptability to stressors. This supports the idea of HRV as a plausible, noninvasive, and easily applicable biomarker of MHR. In future longitudinal studies, the implementation of wearable health devices, able to record HRV in naturalistic contexts of real-life, may be a valuable strategy to gain more reliable insight into this topic.
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Affiliation(s)
- Giampaolo Perna
- Department of Biomedical Sciences, Humanitas University, 20090, Pieve Emanuele, Milan, Italy; Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, 22032, Albese con Cassano Como, Italy; Department of Psychiatry and Neuropsychology, Faculty of Health, Medicine and Life Sciences, Maastricht University, 6200, Maastricht, The Netherlands; Department of Psychiatry and Behavioral Sciences, Leonard Miller School of Medicine, Miami University, 33136 -1015, Miami, FL, USA.
| | - Alice Riva
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, 22032, Albese con Cassano Como, Italy
| | - Archie Defillo
- Medibio Limited, United States HQ, 8696 Eagle Creek Circle, Savage, MN 55378, USA
| | - Erika Sangiorgio
- Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, 22032, Albese con Cassano Como, Italy
| | - Maria Nobile
- Scientific Institute IRCCS Eugenio Medea, Bosisio Parini 23842, Lecco, Italy
| | - Daniela Caldirola
- Department of Biomedical Sciences, Humanitas University, 20090, Pieve Emanuele, Milan, Italy; Department of Clinical Neurosciences, Hermanas Hospitalarias, Villa San Benedetto Menni Hospital, 22032, Albese con Cassano Como, Italy
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24
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Mulcahy JS, Larsson DEO, Garfinkel SN, Critchley HD. Heart rate variability as a biomarker in health and affective disorders: A perspective on neuroimaging studies. Neuroimage 2019; 202:116072. [PMID: 31386920 DOI: 10.1016/j.neuroimage.2019.116072] [Citation(s) in RCA: 68] [Impact Index Per Article: 13.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 07/28/2019] [Accepted: 08/02/2019] [Indexed: 12/30/2022] Open
Abstract
The dynamic embodiment of psychological processes is evident in the association of health outcomes, behavioural traits and psychological functioning with Heart Rate Variability (HRV). The dominant high-frequency component of HRV is an index of the central neural control of heart rhythm, mediated via the parasympathetic vagus nerve. HRV provides a potential objective measure of action policies for the adaptive and predictive allostatic regulation of homeostasis within the cardiovascular system. In its support, a network of brain regions (referred to as the 'central autonomic network') maps internal state, and controls autonomic responses. This network includes regions of prefrontal cortex, anterior cingulate cortex, insula, amygdala, periaqueductal grey, pons and medulla. Human neuroimaging studies of neural activation and functional connectivity broadly endorse this architecture, and its link with cardiac regulation at rest and dysregulation in clinical states that include affective disorders. In this review, we appraise neuroimaging research and related evidence for HRV as an informative marker of autonomic integration with affect and cognition, taking a perspective on function and organisation. We consider evidence for the utility of HRV as a metric to inform targeted interventions to improve autonomic and affective dysregulation, and suggest research questions for further investigation.
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Affiliation(s)
- James S Mulcahy
- Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, Falmer, BN1 9RY, UK.
| | | | - Sarah N Garfinkel
- Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, Falmer, BN1 9RY, UK; Sackler Centre for Consciousness Science, University of Sussex, Falmer, BN1 9RR, UK; Sussex Partnership NHS Foundation Trust, Brighton, BN2 3EW, UK
| | - Hugo D Critchley
- Department of Neuroscience, Brighton and Sussex Medical School, University of Sussex, Falmer, BN1 9RY, UK; Sackler Centre for Consciousness Science, University of Sussex, Falmer, BN1 9RR, UK; Sussex Partnership NHS Foundation Trust, Brighton, BN2 3EW, UK
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25
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Grupe DW, Imhoff-Smith T, Wielgosz J, Nitschke JB, Davidson RJ. A common neural substrate for elevated PTSD symptoms and reduced pulse rate variability in combat-exposed veterans. Psychophysiology 2019; 57:e13352. [PMID: 30793774 DOI: 10.1111/psyp.13352] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2018] [Revised: 01/20/2019] [Accepted: 01/21/2019] [Indexed: 12/11/2022]
Abstract
Previous studies have identified reduced heart rate variability (HRV) in post-traumatic stress disorder (PTSD), which may temporally precede the onset of the disorder. A separate line of functional neuroimaging research in PTSD has consistently demonstrated hypoactivation of the ventromedial prefrontal cortex (vmPFC), a key aspect of a descending neuromodulatory system that exerts inhibitory control over heart rate. No research to date, however, has simultaneously investigated whether altered vmPFC activation is associated with reduced HRV and elevated PTSD symptoms in the same individuals. Here, we collected fMRI data during alternating conditions of threat of shock and safety from shock in 51 male combat-exposed veterans with either high or low levels of PTSD symptoms. Pulse rate variability (PRV)-a HRV surrogate calculated from pulse oximetry-was assessed during a subsequent resting scan. Correlational analyses tested for hypothesized relationships between reduced vmPFC activation, lower PRV, and elevated PTSD symptomatology. We found that PTSD re-experiencing symptoms were inversely associated with high-frequency (HF)-PRV, thought to primarily reflect parasympathetic control of heart rate, in veterans with elevated PTSD symptoms. Reduced vmPFC activation for the contrast of safety-threat was associated both with lower HF-PRV and elevated PTSD re-experiencing symptoms. These results tie together previous observations of reduced HRV/PRV and impaired vmPFC function in PTSD and call for further research on reciprocal brain-body relationships in understanding PTSD pathophysiology.
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Affiliation(s)
- Daniel W Grupe
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, Wisconsin
| | - Ted Imhoff-Smith
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin
| | - Joseph Wielgosz
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin.,Sierra Pacific MIRECC, VA Palo Alto Healthcare System, Palo Alto, California.,Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, California
| | - Jack B Nitschke
- Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin
| | - Richard J Davidson
- Center for Healthy Minds, University of Wisconsin-Madison, Madison, Wisconsin.,Waisman Laboratory for Brain Imaging and Behavior, University of Wisconsin-Madison, Madison, Wisconsin.,Department of Psychiatry, University of Wisconsin-Madison, Madison, Wisconsin.,Department of Psychology, University of Wisconsin-Madison, Madison, Wisconsin
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26
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Thomas SA, Jain A, Wilson T, Deros DE, Jacobs I, Dunn EJ, Aldao A, Stadnik R, De Los Reyes A. Moderated mediation of the link between parent-adolescent conflict and adolescent risk-taking: The role of physiological regulation and hostile behavior in an experimentally controlled investigation. JOURNAL OF PSYCHOPATHOLOGY AND BEHAVIORAL ASSESSMENT 2019; 41:699-715. [PMID: 33311850 DOI: 10.1007/s10862-019-09747-w] [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: 10/26/2022]
Abstract
Compared to childhood and adulthood, adolescence is a time of greater risk-taking behavior, potentially resulting in serious consequences. Theories of adolescent brain development highlight the imbalance between neural circuitry for reward vs. regulation. Although this imbalance may make adolescents more vulnerable to impaired decision-making in the context of heightened arousal, not all adolescents exhibit problematic risk behavior, suggesting other factors are involved. Relatedly, parent-adolescent conflict increases in mid-adolescence, and is linked to negative outcomes like substance use related risk-taking. However, the mechanism by which parent-adolescent conflict and risk-taking are linked is still unknown. Therefore, we investigated this association using a multi-method experimental design. Parent-adolescent dyads were randomly assigned to complete a discussion task together on the topic of either the adolescent's dream vacation or an adolescent-identified conflict topic. During the task, adolescent peripheral psychophysiology was measured for later calculation of heart rate variability (HRV), an index of self-regulation. Immediately after the discussion task, adolescents completed a performance-based measure of risk-taking propensity that indexes real-world risk behaviors. We hypothesized that parent-adolescent conflict would predict greater adolescent risk-taking propensity, and that increased behavioral arousal in the context of conflict, coupled with impaired self-regulation, would explain this link. Results indicated no direct effect of parent-adolescent conflict on adolescent risk-taking propensity. However, there was a significant conditional indirect effect: lower HRV, indexing worse regulatory ability, mediated the relation between conflict and risk-taking propensity but only for adolescents exhibiting behavioral arousal during the discussion task. We discuss implications for understanding adolescent risk-taking behavior.
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Affiliation(s)
- Sarah A Thomas
- Department of Psychiatry and Human Behavior, Alpert Medical School of Brown University, Providence, RI 02903
| | - Anjali Jain
- Comprehensive Assessment and Intervention Program, Department of Psychology, University of Maryland, College Park, MD 20742
| | - Tristan Wilson
- Comprehensive Assessment and Intervention Program, Department of Psychology, University of Maryland, College Park, MD 20742
| | - Danielle E Deros
- Comprehensive Assessment and Intervention Program, Department of Psychology, University of Maryland, College Park, MD 20742
| | - Irene Jacobs
- Comprehensive Assessment and Intervention Program, Department of Psychology, University of Maryland, College Park, MD 20742
| | - Emily J Dunn
- Department of Psychology, Ohio State University, Columbus, OH 43210
| | - Amelia Aldao
- Department of Psychology, Ohio State University, Columbus, OH 43210
| | | | - Andres De Los Reyes
- Comprehensive Assessment and Intervention Program, Department of Psychology, University of Maryland, College Park, MD 20742
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27
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The Vagus Nerve Can Predict and Possibly Modulate Non-Communicable Chronic Diseases: Introducing a Neuroimmunological Paradigm to Public Health. J Clin Med 2018; 7:jcm7100371. [PMID: 30347734 PMCID: PMC6210465 DOI: 10.3390/jcm7100371] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 10/10/2018] [Accepted: 10/15/2018] [Indexed: 12/16/2022] Open
Abstract
Global burden of diseases (GBD) includes non-communicable conditions such as cardiovascular diseases, cancer and chronic obstructive pulmonary disease. These share important behavioral risk factors (e.g., smoking, diet) and pathophysiological contributing factors (oxidative stress, inflammation and excessive sympathetic activity). This article wishes to introduce to medicine and public health a new paradigm to predict, understand, prevent and possibly treat such diseases based on the science of neuro-immunology and specifically by focusing on vagal neuro-modulation. Vagal nerve activity is related to frontal brain activity which regulates unhealthy lifestyle behaviors. Epidemiologically, high vagal activity, indexed by greater heart rate variability (HRV), independently predicts reduced risk of GBD and better prognosis in GBD. Biologically, the vagus nerve inhibits oxidative stress, inflammation and sympathetic activity (and associated hypoxia). Finally, current non-invasive methods exist to activate this nerve for neuro-modulation, and have promising clinical effects. Indeed, preliminary evidence exists for the beneficial effects of vagal nerve activation in diabetes, stroke, myocardial infarction and possibly cancer. Thus, we propose to routinely implement measurement of HRV to predict such GBD in populations, and to test in randomized controlled trials effects of non-invasive vagal nerve activation on prevention and treatment of GBD, reflecting possible neuro-modulation of health.
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28
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Kumral D, Schaare HL, Beyer F, Reinelt J, Uhlig M, Liem F, Lampe L, Babayan A, Reiter A, Erbey M, Roebbig J, Loeffler M, Schroeter ML, Husser D, Witte AV, Villringer A, Gaebler M. The age-dependent relationship between resting heart rate variability and functional brain connectivity. Neuroimage 2018; 185:521-533. [PMID: 30312808 DOI: 10.1016/j.neuroimage.2018.10.027] [Citation(s) in RCA: 41] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 10/05/2018] [Accepted: 10/09/2018] [Indexed: 12/30/2022] Open
Abstract
Resting heart rate variability (HRV), an index of parasympathetic cardioregulation and an individual trait marker related to mental and physical health, decreases with age. Previous studies have associated resting HRV with structural and functional properties of the brain - mainly in cortical midline and limbic structures. We hypothesized that aging affects the relationship between resting HRV and brain structure and function. In 388 healthy subjects of three age groups (140 younger: 26.0 ± 4.2 years, 119 middle-aged: 46.3 ± 6.2 years, 129 older: 66.9 ± 4.7 years), gray matter volume (GMV, voxel-based morphometry) and resting state functional connectivity (eigenvector centrality mapping and exploratory seed-based functional connectivity) were related to resting HRV, measured as the root mean square of successive differences (RMSSD). Confirming previous findings, resting HRV decreased with age. For HRV-related GMV, there were no statistically significant differences between the age groups, nor similarities across all age groups. In whole-brain functional connectivity analyses, we found an age-dependent association between resting HRV and eigenvector centrality in the bilateral ventromedial prefrontal cortex (vmPFC), driven by the younger adults. Across all age groups, HRV was positively correlated with network centrality in the bilateral posterior cingulate cortex. Seed-based functional connectivity analysis using the vmPFC cluster revealed an HRV-related cortico-cerebellar network in younger but not in middle-aged or older adults. Our results indicate that the decrease of HRV with age is accompanied by changes in functional connectivity along the cortical midline. This extends our knowledge of brain-body interactions and their changes over the lifespan.
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Affiliation(s)
- D Kumral
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; MindBrainBody Institute at the Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Berlin, Germany.
| | - H L Schaare
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; International Max Planck Research School NeuroCom, Leipzig, Germany
| | - F Beyer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; Subproject A1, Collaborative Research Centre 1052 "Obesity Mechanisms", University of Leipzig, Leipzig, Germany
| | - J Reinelt
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - M Uhlig
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; International Max Planck Research School NeuroCom, Leipzig, Germany
| | - F Liem
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - L Lampe
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - A Babayan
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - A Reiter
- Lifespan Developmental Neuroscience, Technical University of Dresden, Dresden, Germany; Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - M Erbey
- MindBrainBody Institute at the Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Berlin, Germany
| | - J Roebbig
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - M Loeffler
- LIFE - Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
| | - M L Schroeter
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; LIFE - Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany; Department of Cognitive Neurology, University of Leipzig, Leipzig, Germany
| | - D Husser
- Department of Electrophysiology, Leipzig Heart Centre, University of Leipzig, Leipzig, Germany
| | - A V Witte
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany
| | - A Villringer
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; MindBrainBody Institute at the Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Berlin, Germany; Subproject A1, Collaborative Research Centre 1052 "Obesity Mechanisms", University of Leipzig, Leipzig, Germany; LIFE - Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany; Center for Stroke Research Berlin, Charité - Universitaetsmedizin Berlin, Berlin, Germany
| | - M Gaebler
- Department of Neurology, Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany; MindBrainBody Institute at the Berlin School of Mind and Brain, Humboldt-Universitaet zu Berlin, Berlin, Germany; LIFE - Leipzig Research Center for Civilization Diseases, University of Leipzig, Leipzig, Germany
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29
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Attenuating anger and aggression with neuromodulation of the vmPFC: A simultaneous tDCS-fMRI study. Cortex 2018; 109:156-170. [PMID: 30343211 DOI: 10.1016/j.cortex.2018.09.010] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 08/20/2018] [Accepted: 09/13/2018] [Indexed: 12/22/2022]
Abstract
Angry outbursts during interpersonal provocations may lead to violence and prevails in numerous pathological conditions. In the anger-infused Ultimatum Game (aiUG), unfair monetary offers accompanied by written provocations induce anger. Rejection of such offers relates to aggression, whereas acceptance to anger regulation. We previously demonstrated the involvement of the ventro-medial prefrontal cortex (vmPFC) in accepting unfair offers and attenuating anger during an aiUG, suggestive of its role in anger regulation. Here, we aimed to enhance anger regulation by facilitating vmPFC activity during anger induction, using anodal transcranial direct current stimulation (tDCS) and simultaneously with functional Magnetic Resonance Imaging to validate modulation of vmPFC activity. In a cross-over, sham-controlled, double-blind study, participants (N = 25) were each scanned twice, counterbalancing sham and active tDCS applied during administration of the aiUG. Outcome measures included the effect of active versus sham stimulation on vmPFC activity, unfair offers' acceptance rates, self-reported anger, and aggressive behavior in a subsequent reactive aggression paradigm. Results indicate that active stimulation led to increased vmPFC activity during the processing of unfair offers, increased acceptance rates of these offers, and mitigated the increase in self-reported anger following the aiUG. We also noted a decrease in subsequent aggressive behavior following active stimulation, but only when active stimulation was conducted in the first experimental session. Finally, an exploratory finding indicated that participants with a stronger habitual tendency to use suppression as an emotion regulation strategy, reported less anger following the aiUG in the active compared to sham stimulation conditions. Findings support a potential causal link between vmPFC functionality and the experience and expression of anger, supporting vmPFC's role in anger regulation, and providing a promising avenue for reducing angry and aggressive outbursts during interpersonal provocations in various psychiatric and medical conditions.
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30
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Neurocognitive effects of umami: association with eating behavior and food choice. Neuropsychopharmacology 2018; 43:2009-2016. [PMID: 29599485 PMCID: PMC6098010 DOI: 10.1038/s41386-018-0044-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Revised: 02/25/2018] [Accepted: 03/01/2018] [Indexed: 12/14/2022]
Abstract
Free glutamate, a key substance underlying the umami taste of foods, fulfills a number of physiological functions related to energy balance. Previous experimental studies have shown that intake of a broth or soup supplemented with monosodium glutamate (MSG) prior to a meal can decrease appetite and food intake, particularly in women with propensity to overeat and gain weight. In this study, we examined potential neurocognitive mechanisms underlying this effect. We evaluated changes after intake of a chicken broth with or without MSG added (MSG+/MSG-) in a sample of healthy young women. Subjects were assessed with a food-modified computerized inhibitory control task, a buffet meal test with eye-tracking, and brain responses during a food choice paradigm evaluated with functional neuroimaging. We found evidence for improvement in key parameters related to inhibitory control following intake of the MSG+ broth, particularly in subjects with high levels of eating disinhibition, who also showed lower intake of saturated fat during the meal. Additionally, consumption of the MSG+ broth led to a reduction of the rate of fixation switches between plates at the meal, and increased engagement of a brain region in the left dorsolateral prefrontal cortex previously associated with successful self-control during dietary decisions. Altogether, these results, while preliminary, suggest potential facilitating effects of glutamate (MSG) on cognitive executive processes that are relevant for the support of healthy eating behaviors and food choice.
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31
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Social Observation Increases Functional Segregation between MPFC Subregions Predicting Prosocial Consumer Decisions. Sci Rep 2018; 8:3368. [PMID: 29463816 PMCID: PMC5820324 DOI: 10.1038/s41598-018-21449-z] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2017] [Accepted: 02/05/2018] [Indexed: 11/25/2022] Open
Abstract
Although it is now well documented that observation by others can be a powerful elicitor of prosocial behaviour, the underlying neural mechanism is yet to be explored. In the present fMRI study, we replicated the previously reported observer effect in ethical consumption, in that participants were more likely to purchase social products that are sold to support people in need than non-social products when being observed by others. fMRI data revealed that the anterior cingulate cortex (ACC) and the dorsomedial prefrontal cortex (dmPFC) encoded subject-specific value parameters of purchase decisions for social and non-social products, respectively, under social observation. The ACC showed strong functional coupling with the amygdala and the anterior insula when participants in the observation condition were making purchases of social versus non-social products. Finally, ventromedial prefrontal cortex (vmPFC) activity predicted faster reaction time and increased prosocial behavior during decisions to purchase social versus non-social products, regardless of social observation. The present findings suggest that subregions of the mPFC, namely the dmPFC, ACC, and vmPFC, are hierarchically organized to encode different levels of decision values from the value of context-sensitive reputation to that of internalized prosociality.
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32
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Affective emotion increases heart rate variability and activates left dorsolateral prefrontal cortex in post-traumatic growth. Sci Rep 2017; 7:16667. [PMID: 29192184 PMCID: PMC5709461 DOI: 10.1038/s41598-017-16890-5] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 11/15/2017] [Indexed: 11/09/2022] Open
Abstract
The present study evaluated the activities of heart rate variability (HRV) and dorsolateral prefrontal cortex (DLPFC) in response to the presentation of affective pictures correlated with posttraumatic growth (PTG) among adults exposed to the Tianjin explosion incident. The participants who were directly involved in the Tianjin explosions were divided into control, post-traumatic stress disorder (PTSD) and PTG group according to the scores of PTSD Checklist-Civilian Version and PTG Inventory survey. All participants received exposure to affective images. Electrocardiogram recording took place during the process for the purpose of analyzing HRV. Meanwhile, functional near-infrared spectroscopy (fNIRS) was used to measure DLPFC activity through hemodynamic response. Our results indicated that, while performing the negative and positive picture stimulating, PTG increased both in low and high frequency components of HRV compared with the control group, but PTSD was not observed in this phenomenon. Moreover, the fNIRS data revealed that PTG had an increased activation in the left DLPFC compared to the control in the condition of negative pictures stimulating, wheras PTSD showed a higher activation in the right DLPFC while receiving positive pictures stimulating. To our knowledge, this is the first study which provides the differences between PTSD and PTG in emotional regulation.
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33
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Haghshomar M, Rahmani F. Cognitive Challenge to Choose Healthier Food Is Reflected in Heart Rate Variability. Front Neurosci 2017; 11:353. [PMID: 28690495 PMCID: PMC5481397 DOI: 10.3389/fnins.2017.00353] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2017] [Accepted: 06/07/2017] [Indexed: 11/22/2022] Open
Affiliation(s)
- Maryam Haghshomar
- Students Scientific Research Center, Tehran University of Medical SciencesTehran, Iran.,NeuroImaging Network, Universal Scientific Education and Research Network (USERN)Tehran, Iran
| | - Farzaneh Rahmani
- Students Scientific Research Center, Tehran University of Medical SciencesTehran, Iran.,NeuroImaging Network, Universal Scientific Education and Research Network (USERN)Tehran, Iran
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