1
|
Esteves I, Nan W, Alves C, Calapez A, Melício F, Rosa A. An Exploratory Study of Training Intensity in EEG Neurofeedback. Neural Plast 2021; 2021:8881059. [PMID: 33777137 PMCID: PMC7979284 DOI: 10.1155/2021/8881059] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 01/21/2021] [Accepted: 02/21/2021] [Indexed: 11/30/2022] Open
Abstract
Neurofeedback training has shown benefits in clinical treatment and behavioral performance enhancement. Despite the wide range of applications, no consensus has been reached about the optimal training schedule. In this work, an EEG neurofeedback practical experiment was conducted aimed at investigating the effects of training intensity on the enhancement of the amplitude in the individual upper alpha band. We designed INTENSIVE and SPARSE training modalities, which differed regarding three essential aspects of training intensity: the number of sessions, the duration of a session, and the interval between sessions. Nine participants in the INTENSIVE group completed 4 sessions with 37.5 minutes each during consecutive days, while nine participants in the SPARSE group performed 6 sessions of 25 minutes spread over approximately 3 weeks. As a result, regarding the short-term effects, the upper alpha band amplitude change within sessions did not significantly differ between the two groups. Nonetheless, only the INTENSIVE group showed a significant increase in the upper alpha band amplitude. However, for the sustained effects across sessions, none of the groups showed significant changes in the upper alpha band amplitude across the whole course of training. The findings suggest that the progression within session is favored by the intensive design. Therefore, based on these findings, it is proposed that training intensity influences EEG self-regulation within sessions. Further investigations are needed to isolate different aspects of training intensity and effectively confirm if one modality globally outperforms the other.
Collapse
Affiliation(s)
- Inês Esteves
- Evolutionary Systems and Biomedical Engineering Lab, Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
| | - Wenya Nan
- Department of Psychology, Shanghai Normal University, Shanghai 200234, China
| | - Cristiana Alves
- Evolutionary Systems and Biomedical Engineering Lab, Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
| | - Alexandre Calapez
- Evolutionary Systems and Biomedical Engineering Lab, Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
| | - Fernando Melício
- Evolutionary Systems and Biomedical Engineering Lab, Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
- Instituto Superior de Engenharia de Lisboa (ISEL), Instituto Politécnico de Lisboa, 1959-007 Lisbon, Portugal
| | - Agostinho Rosa
- Evolutionary Systems and Biomedical Engineering Lab, Institute for Systems and Robotics, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
- Department of Bioengineering, Instituto Superior Técnico, University of Lisbon, 1049-001 Lisbon, Portugal
| |
Collapse
|
2
|
Konicar L, Radev S, Prillinger K, Klöbl M, Diehm R, Birbaumer N, Lanzenberger R, Plener PL, Poustka L. Volitional modification of brain activity in adolescents with Autism Spectrum Disorder: A Bayesian analysis of Slow Cortical Potential neurofeedback. Neuroimage Clin 2021; 29:102557. [PMID: 33486138 PMCID: PMC7829342 DOI: 10.1016/j.nicl.2021.102557] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 12/18/2020] [Accepted: 01/02/2021] [Indexed: 11/29/2022]
Abstract
Autism spectrum disorder is (ASD) characterized by a persisting triad of impairments of social interaction, language as well as inflexible, stereotyped and ritualistic behaviors. Increasingly, scientific evidence suggests a neurobiological basis of these emotional, social and cognitive deficits in individuals with ASD. The aim of this randomized controlled brain self-regulation intervention study was to investigate whether the core symptomatology of ASD could be reduced via an electroencephalography (EEG) based brain self-regulation training of Slow Cortical Potentials (SCP). 41 male adolescents with ASD were recruited and allocated to a) an experimental group undergoing 24 sessions of EEG-based brain training (n1 = 21), or to b) an active control group undergoing conventional treatment (n2 = 20), that is, clinical counseling during a 3-months intervention period. We employed real-time neurofeedback training recorded from a fronto-central electrode intended to enable participants to volitionally regulate their brain activity. Core autistic symptomatology was measured at six time points during the intervention and analyzed with Bayesian multilevel approach to characterize changes in core symptomatology. Additional Bayesian models were formulated to describe the neural dynamics of the training process as indexed by SCP (time-domain) and power density (PSD, frequency-domain) measures. The analysis revealed a substantial improvement in the core symptomatology of ASD in the experimental group (reduction of 21.38 points on the Social Responsiveness Scale, SD = 5.29), which was slightly superior to that observed in the control group (evidence Ratio = 5.79). Changes in SCP manifested themselves as different trajectories depending on the different feedback conditions and tasks. Further, the model of PSD revealed a continuous decrease in delta power, parallel to an increase in alpha power. Most notably, a non-linear (quadratic) model turned out to be better at predicting the data than a linear model across all analyses. Taken together, our analyses suggest that behavioral and neural processes of change related to neurofeedback training are complex and non-linear. Moreover, they have implications for the design of future trials and training protocols.
Collapse
Affiliation(s)
- L Konicar
- Department of Child and Adolescence Psychiatry, Medical University of Vienna, Vienna, Austria.
| | - S Radev
- Department of Child and Adolescence Psychiatry, Medical University of Vienna, Vienna, Austria; Institute of Psychology, University of Heidelberg, Germany
| | - K Prillinger
- Department of Child and Adolescence Psychiatry, Medical University of Vienna, Vienna, Austria
| | - M Klöbl
- Neuroimaging Labs, Department of Psychiatry & Psychotherapy, Medical University of Vienna, Austria
| | - R Diehm
- Department of Child and Adolescence Psychiatry, Medical University of Vienna, Vienna, Austria
| | - N Birbaumer
- Wyss Center for Bio and Neuroengineering, Geneva, Switzerland
| | - R Lanzenberger
- Neuroimaging Labs, Department of Psychiatry & Psychotherapy, Medical University of Vienna, Austria
| | - P L Plener
- Department of Child and Adolescence Psychiatry, Medical University of Vienna, Vienna, Austria
| | - L Poustka
- Department of Child and Adolescence Psychiatry, Medical University of Göttingen, Göttingen, Germany
| |
Collapse
|
3
|
Shieh V, Sansare A, Jain M, Bulea T, Mancini M, Zampieri C. Body-Worn Sensors Are a Valid Alternative to Forceplates for Measuring Balance in Children. JOURNAL FOR THE MEASUREMENT OF PHYSICAL BEHAVIOUR 2020; 3:228-233. [PMID: 37476708 PMCID: PMC10358862 DOI: 10.1123/jmpb.2019-0029] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/22/2023]
Abstract
Aims Clinical evaluation of balance has relied on forceplate systems as the gold standard for postural sway measures. Recently, systems based on wireless inertial sensors have been explored, mostly in the adult population, as an alternative given their practicality and lower cost. Our goal was to validate body-worn sensors against forceplate balance measures in typically developing children during tests of quiet stance. Methods 18 participants (8 males) 7 to 17 years old performed a quiet stance test standing on a forceplate while wearing 3 inertial sensors. Three 30-second trials were performed under 4 conditions: firm surface with eyes open and closed, and foam surface with eyes open and closed. Sway area, path length, and sway velocity were calculated. Results We found 20 significant and 8 non-significant correlations. Variables found to be significant were represented across all conditions, except for the foam eyes closed condition. Conclusions These results support the validity of wearable sensors in measuring postural sway in children. Inertial sensors may represent a viable alternative to the gold standard forceplate to test static balance in children.
Collapse
Affiliation(s)
- Vincent Shieh
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD
| | - Ashwini Sansare
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD
| | - Minal Jain
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD
| | - Thomas Bulea
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD
| | - Martina Mancini
- Department of Neurology, Oregon Health & Science University, Portland, OR
| | - Cris Zampieri
- Rehabilitation Medicine Department, National Institutes of Health, Bethesda, MD
| |
Collapse
|
4
|
Demortier M, Leboeuf-Yde C. Unravelling Functional Neurology: an overview of all published documents by FR Carrick, including a critical review of research articles on its effect or benefit. Chiropr Man Therap 2020; 28:9. [PMID: 32002178 PMCID: PMC6986008 DOI: 10.1186/s12998-019-0287-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2019] [Accepted: 11/07/2019] [Indexed: 11/17/2022] Open
Abstract
Background Functional Neurology (FN), founded by FR Carrick, is an approach used by some chiropractors to treat a multitude of conditions via the nervous system including the brain. However, it seems to lack easily obtainable scientific evidence for its clinical validity. Objectives 1) To define the topics of FR Carrick’s publications, 2) to define the proportion of articles that are research studies, case studies, abstracts and conference papers, 3) to define how many of these are clinical research studies that purported or appeared to deal with the effect or benefit of FN, 4) in these studies, to establish whether the design and overall study method were suitable for research into the effect or benefit of FN, and 5) to describe the evidence available in relation to the clinical effect or benefit of FN, taking into account seven minimal methodological criteria. Method A literature search was done on Pubmed from its inception till October 2018, supplemented by a search on Scopus and ResearchGate to find all published documents by FR Carrick. We identified their types and topics, retaining for a critical review full text scientific articles appearing to test effect/benefit of FN procedures, subjecting them to a basic quality assessment (scoring 0–7). Results from studies of methodologically acceptable standard would be taken into account. Results We found 121 published texts, 39 of which were full scientific research articles. Of these, 23 dealt with topics relating to FN. Fourteen articles reported on clinical validity but only seven included a control group. The methodological quality of these seven articles was low, ranging between 1.5–4 out of 7. We therefore did not further report the outcomes of these studies. Conclusion We found no acceptable evidence in favour of effect/benefit of the FN approach. We therefore do not recommend its promotion as an evidence-based method. Further research on this topic should be conducted in collaboration with independent scientific institutions using commonly accepted research methods. Trial registration PROSPERO This review was registered in PROSPERO (application date 23.02.2019; no CRD42019126345).
Collapse
Affiliation(s)
- Marine Demortier
- 1CIAMS, University of Paris-Sud, University of Paris-Saclay, F-91405 Orsay Cedex, France.,2CIAMS, University of Orléans, F- 45067 Orléans, France.,Institut Franco Européen de Chiropraxie, 24 boulevard Paul Vaillant Couturier, F- 94200 Ivry sur Seine, France
| | - Charlotte Leboeuf-Yde
- 1CIAMS, University of Paris-Sud, University of Paris-Saclay, F-91405 Orsay Cedex, France.,2CIAMS, University of Orléans, F- 45067 Orléans, France.,Institut Franco Européen de Chiropraxie, 24 boulevard Paul Vaillant Couturier, F- 94200 Ivry sur Seine, France.,4Institute for Regional Health Research, University of Southern Denmark, DK-5000 Odense, Denmark
| |
Collapse
|
5
|
Martínez-González AE, Veas A. Identification of emotions and physiological response in individuals with moderate intellectual disability. INTERNATIONAL JOURNAL OF DEVELOPMENTAL DISABILITIES 2019; 67:397-402. [PMID: 34925769 PMCID: PMC8676681 DOI: 10.1080/20473869.2019.1651142] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 07/29/2019] [Accepted: 07/29/2019] [Indexed: 06/14/2023]
Abstract
According to Ekman's model, the basic emotions are anger, disgust, fear, happiness, sadness, and surprise. These emotions are universal and have an adaptative function. However, studies on these emotions among individuals with moderate intellectual disability (MID) are limited, mainly owing to issues in sample size and sample homogeneity. The present study aimed to explore differences between a MID group (n = 10) and a non-MID control group (n = 10) in 1) the identification of basic emotions; and 2) the physiological response with images related to fear, happiness, sadness, anger, and disgust, as well as images with neutral and sexual content. A total of 29 images from The International Affective Picture System and a biofeedback measurement system were used. The results showed no statistically significant differences in the identification of the basic emotions of fear, sadness, and disgust. However, statistically significant differences were found for happiness (p = .008), anger (p = .02), and neutral images (p = .02), and minor statistically significant differences were found for images with sexual content (p < .01) in MID individuals with respect to the control group. The MID group's physiological response was lower compared with the control group, with statistically significant differences for all emotional visual stimuli. This preliminary study showed important and interesting results for the study of emotions and sexuality in MID. Future studies should consider the sample size, sex and age comparisons, and the different levels of intellectual disability.
Collapse
Affiliation(s)
| | - Alejandro Veas
- Department of Developmental Psychology and Didactics, University of Alicante, Spain
| |
Collapse
|
6
|
"Can You Hear Me Now?" AMPA Receptor-Mediated Tonotopy Disruption by Early Life Seizures. Epilepsy Curr 2018; 18:391-393. [PMID: 30568558 DOI: 10.5698/1535-7597.18.6.391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
[Box: see text]
Collapse
|