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Ng HYH, Wu CW, Hsu HC, Huang CM, Hsu AL, Chao YP, Jung TP, Chuang CH. Neurological Evidence of Diverse Self-Help Breathing Training With Virtual Reality and Biofeedback Assistance: Extensive Exploration Study of Electroencephalography Markers. JMIR Form Res 2024; 8:e55478. [PMID: 39642375 PMCID: PMC11662191 DOI: 10.2196/55478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 05/13/2024] [Accepted: 10/31/2024] [Indexed: 12/08/2024] Open
Abstract
BACKGROUND Recent advancements in virtual reality (VR) and biofeedback (BF) technologies have opened new avenues for breathing training. Breathing training has been suggested as an effective means for mental disorders, but it is difficult to master the technique at the beginning. VR-BF technologies address the problem of breathing, and visualizing breathing may facilitate the learning of breathing training. This study explores the integration of VR and BF to enhance user engagement in self-help breathing training, which is a multifaceted approach encompassing mindful breathing, guided breathing, and breath counting techniques. OBJECTIVE We identified 3 common breathing training techniques in previous studies, namely mindful breathing, guided breathing, and breath counting. Despite the availability of diverse breathing training methods, their varying effectiveness and underlying neurological mechanisms remain insufficiently understood. We investigated using electroencephalography (EEG) indices across multiple breathing training modalities to address this gap. METHODS Our automated VR-based breathing training environment incorporated real-time EEG, heart rate, and breath signal BF. We examined 4 distinct breathing training conditions (resting, mindful breathing, guided breathing, and breath counting) in a cross-sectional experiment involving 51 healthy young adults, who were recruited through online forum advertisements and billboard posters. In an experimental session, participants practiced resting state and each breathing training technique for 6 minutes. We then compared the neurological differences across the 4 conditions in terms of EEG band power and EEG effective connectivity outflow and inflow with repeated measures ANOVA and paired t tests. RESULTS The analyses included the data of 51 participants. Notably, EEG band power across the theta, alpha, low-beta, high-beta, and gamma bands varied significantly over the entire scalp (t ≥1.96, P values <.05). Outflow analysis identified condition-specific variations in the delta, alpha, and gamma bands (P values <.05), while inflow analysis revealed significant differences across all frequency bands (P values <.05). Connectivity flow analysis highlighted the predominant influence of the right frontal, central, and parietal brain regions in the neurological mechanisms underlying the breathing training techniques. CONCLUSIONS This study provides neurological evidence supporting the effectiveness of self-help breathing training through the combined use of VR and BF technologies. Our findings suggest the involvement of internal-external attention focus and the dorsal attention network in different breathing training conditions. There is a huge potential for the use of breathing training with VR-BF techniques in terms of clinical settings, the new living style since COVID-19, and the commercial value of introducing VR-BF breathing training into consumer-level digital products. Furthermore, we propose avenues for future research with an emphasis on the exploration of applications and the gamification potential in combined VR and BF breathing training. TRIAL REGISTRATION ClinicalTrials.gov NCT06656741; https://clinicaltrials.gov/study/NCT06656741.
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Affiliation(s)
- Hei-Yin Hydra Ng
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Department of Educational Psychology and Counseling, College of Education, National Tsing Hua University, Hsinchu, Taiwan
| | - Changwei W Wu
- Graduate Institute of Mind, Brain and Consciousness, Taipei Medical University, New Taipei, Taiwan
- Research Center of Sleep Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Hao-Che Hsu
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
- Institute of Computer Science and Engineering, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chih-Mao Huang
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
- Center for Intelligent Drug Systems and Smart Bio-devices (IDS2B), National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Ai-Ling Hsu
- College of Intelligent Computing, Chang Gung University, Taoyuan, Taiwan
| | - Yi-Ping Chao
- Department of Computer Science and Information Engineering, Chang Gung University, Taoyuan, Taiwan
- Department of Otorhinolaryngology-Head and Neck Surgery, Chang Gung Memorial Hospital, Linkou, Taiwan
| | - Tzyy-Ping Jung
- Institute for Neural Computation and Institute of Engineering in Medicine, University of California, San Diego, La Jolla, CA, United States
| | - Chun-Hsiang Chuang
- Research Center for Education and Mind Sciences, College of Education, National Tsing Hua University, Hsinchu, Taiwan
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Pradeep Kumar G, Sharma K, Adarsh A, Manvi A, Ramajayam G, Ramakrishnan AG. Functional reorganization of the brain in distinct frequency bands during eyes-open meditation. Conscious Cogn 2023; 116:103590. [PMID: 39491426 DOI: 10.1016/j.concog.2023.103590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/04/2023] [Accepted: 10/16/2023] [Indexed: 11/05/2024]
Abstract
Meditation is a self-regulatory process practiced primarily to reduce stress, manage emotions and mental health. The objective of this work is to study the information exchange between electrodes within and across the hemispheres during meditation using functional connectivity (FC) measures. We investigate the changes in the coherence between EEG electrode pairs during the meditation with open eyes practiced by long-term Brahmakumaris Rajyoga meditators and during listening to music by controls as the comparable task. FC derived from coherency, pairwise phase consistency (PPC) is used to study the changes in intra and interhemispheric coherence. Integrating connectivity (IC) derived from node degree strength has also been analyzed. Meditators show increased PPC in higher theta and alpha bands both within and across hemispheres. However, the control subjects with no knowledge of meditation show no change in theta band during the music session. Further, during baseline conditions, higher interhemispheric anterior to posterior IC is found in meditators in higher beta and slow gamma bands than controls. Distinct patterns of changes are observed with the PPC and IC measures in different frequency bands during meditation in the meditators and music-listening session in the control subjects indicating varied information processing between the right and left hemispheres. Increased IC is found between the frontal electrodes implying increased self-awareness in meditators. The PPC between the occipital electrodes in meditators is less than the controls in baseline condition indicating a possible modified visual information processing in Rajyoga meditators due to the long-term practice of meditation with open eyes. Overall, the changes in PPC and associated IC indicate increased functional integration during meditation supporting the hypothesis of communication through coherence and cortical integration theory during the non-ordinary state of consciousness induced by meditation.
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Affiliation(s)
- G Pradeep Kumar
- Medical Intelligence and Language Engineering Laboratory, Department of Electrical Engineering, Indian Institute of Science, Bengaluru 560012, India.
| | - Kanishka Sharma
- Medical Intelligence and Language Engineering Laboratory, Department of Electrical Engineering, Indian Institute of Science, Bengaluru 560012, India.
| | - A Adarsh
- Medical Intelligence and Language Engineering Laboratory, Department of Electrical Engineering, Indian Institute of Science, Bengaluru 560012, India.
| | - Amrutha Manvi
- Medical Intelligence and Language Engineering Laboratory, Department of Electrical Engineering, Indian Institute of Science, Bengaluru 560012, India.
| | - G Ramajayam
- Centre for Consciousness Studies, Department of Neurophysiology, National Institute of Mental Health and Neurosciences, Bengaluru 560029, India.
| | - Angarai Ganesan Ramakrishnan
- Medical Intelligence and Language Engineering Laboratory, Department of Electrical Engineering, Indian Institute of Science, Bengaluru 560012, India; Centre for Neuroscience, Indian Institute of Science, Bengaluru 560012, India.
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Marcantoni I, Assogna R, Del Borrello G, Di Stefano M, Morano M, Romagnoli S, Leoni C, Bruschi G, Sbrollini A, Morettini M, Burattini L. Ratio Indexes Based on Spectral Electroencephalographic Brainwaves for Assessment of Mental Involvement: A Systematic Review. SENSORS (BASEL, SWITZERLAND) 2023; 23:5968. [PMID: 37447818 DOI: 10.3390/s23135968] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2023] [Revised: 06/18/2023] [Accepted: 06/23/2023] [Indexed: 07/15/2023]
Abstract
BACKGROUND This review systematically examined the scientific literature about electroencephalogram-derived ratio indexes used to assess human mental involvement, in order to deduce what they are, how they are defined and used, and what their best fields of application are. (2) Methods: The review was carried out according to the Preferred Reporting Items for Systematic Review and Meta-Analyses (PRISMA) guidelines. (3) Results: From the search query, 82 documents resulted. The majority (82%) were classified as related to mental strain, while 12% were classified as related to sensory and emotion aspects, and 6% to movement. The electroencephalographic electrode montage used was low-density in 13%, high-density in 6% and very-low-density in 81% of documents. The most used electrode positions for computation of involvement indexes were in the frontal and prefrontal cortex. Overall, 37 different formulations of involvement indexes were found. None of them could be directly related to a specific field of application. (4) Conclusions: Standardization in the definition of these indexes is missing, both in the considered frequency bands and in the exploited electrodes. Future research may focus on the development of indexes with a unique definition to monitor and characterize mental involvement.
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Affiliation(s)
- Ilaria Marcantoni
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Raffaella Assogna
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Giulia Del Borrello
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Marina Di Stefano
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Martina Morano
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Sofia Romagnoli
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Chiara Leoni
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Giulia Bruschi
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Agnese Sbrollini
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Micaela Morettini
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
| | - Laura Burattini
- Department of Information Engineering, Engineering Faculty, Università Politecnica delle Marche, 60131 Ancona, Italy
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Capela Santos D, Jaconiano S, Macedo S, Ribeiro F, Ponte S, Soares P, Boaventura P. Yoga for COVID-19: An ancient practice for a new condition - A literature review. Complement Ther Clin Pract 2023; 50:101717. [PMID: 36525872 PMCID: PMC9744485 DOI: 10.1016/j.ctcp.2022.101717] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2022] [Revised: 11/15/2022] [Accepted: 12/11/2022] [Indexed: 12/15/2022]
Abstract
A substantial proportion of people with acute COVID-19 develop post-COVID-19 condition (previously known as long-COVID) characterized by symptoms that persist for months after the initial infection, including neuropsychological sequelae. Post-COVID-19 condition frequency varies greatly according to different studies, with values ranging from 4 to 80% of the COVID-19 patients. Yoga is a psycho-somatic approach that increases physical, mental, emotional and spiritual strength, and connection. Yoga practice enhances innate immunity and mental health, so it can be used as complementary therapy in the COVID-19 treatment, namely the post-COVID-19 condition. In this article, we conducted a literature review on yoga and COVID-19, finding that an intervention comprising asana, pranayama, and meditation may be a strategy of choice for these patients' recovery. However, further studies are needed to show its effectiveness in this, still unknown, context.
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Affiliation(s)
- Denise Capela Santos
- ESESFM – Escola Superior de Enfermagem S. Francisco das Misericórdias, Lisboa, Portugal
| | - Sónia Jaconiano
- EAAD - School of Architecture Art and Design, University of Minho, 4800, Guimarães, Portugal
| | - Sofia Macedo
- IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, 4200-135, Porto, Portugal
| | - Filipa Ribeiro
- IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, 4200-135, Porto, Portugal
| | | | - Paula Soares
- IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, 4200-135, Porto, Portugal,FMUP - Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Paula Boaventura
- IPATIMUP - Institute of Molecular Pathology and Immunology of the University of Porto, Porto, Portugal,i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, 4200-135, Porto, Portugal,FMUP - Faculty of Medicine of the University of Porto, Porto, Portugal,Corresponding author. i3S - Instituto de Investigação e Inovação em Saúde, Universidade do Porto, Rua Alfredo Allen 208, 4200-135, Porto, Portugal
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Zeng H, Fang X, Zhao Y, Wu J, Li M, Zheng H, Xu F, Pan D, Dai G. EMCI: A Novel EEG-Based Mental Workload Assessment Index of Mild Cognitive Impairment. IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS 2022; 16:902-914. [PMID: 35951572 DOI: 10.1109/tbcas.2022.3198265] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
As aging deepens, early detection of mild cognitive impairment (MCI) is increasingly important to prevent Alzheimer Dementia (AD) and improve the quality of life of older adults. In recent years, a large number of studies focus on the abnormal brain cognitive function of MCI, while ignoring the quantitative evaluation of MCI's mental workload. In this study, we propose a workload index for MCI screening, named EMCI, which is a linear discriminant cumulative estimate of subjects' electroencephalography (EEG) power spectra in α and β rhythms. Then, we design a matched prototype system to verify the effectiveness of EMCI. The results show that the EMCI is sensitive to changes of subjects' mental workload, and is significantly lower in MCI than in HC (Health control), which may be precisely caused by cognitive dysfunction. The proposed EMCI index can be used for online assessment of mental workload in older adults, which can help achieve quick screening of MCI and provide a critical window for clinical treatment interventions.
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Varisco G, Van Der Wal WR, Bakker-Bos J, Kommers D, Andriessen P, Van Pul C. Effect of Music Therapy Interventions on Heart Rate Variability in Premature Infants. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2022; 2022:678-681. [PMID: 36086438 DOI: 10.1109/embc48229.2022.9871017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Premature infants are at risk of developing serious complications after birth. Communicative interventions performed in neonatal intensive care units (NICUs), such as music therapy interventions, can reduce the stress experienced by these infants and promote the development of their autonomic nervous system. In this study we investigated the effects of music therapy interventions, consisting of singing, humming, talking or rhythmic reading, on premature infants by investigating the effects on their heart rate variability (HRV). A total of 27 communicative intervention from 18 patients were included in this study. The NN-intervals were extracted from the ECG and the mean ± SEM values for the 6 different features (HR, SDNN, RMSSD, pNN50, pDec and SDDec) was investigated. Median feature values for the pre- and communicative intervention were compared using the Wilcoxon signed-rank test. An increase in values for the SDNN, RMSSD and pNN50 was found in the 20 minutes preceding the communicative intervention, when caregiving activities were performed, and was followed by an immediate decrease at the start of the intervention. Features' variability during the intervention appeared to be smaller than in the pre-communicative intervention, indicating improved autonomic regulation. This difference was, however, not statistically significant possibly due to different types of activities applied during the communicative intervention per patient.
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Mirparsa F, Mirzaei A. Approaches to Investigate the Quality of Life Diagnosis and Management in Infertile Women in the Iranian Health System. MAEDICA 2021; 16:453-457. [PMID: 34925602 PMCID: PMC8643553 DOI: 10.26574/maedica.2021.16.3.453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Background: Infertility requires long term care and treatments which would influence different aspects of health, including emotional problems such as anger, depression, mental health and psychological issues, social isolation and withdrawal as well as low self-esteem. The present study was conducted to determine strategies for the diagnosis and management of infertile women's quality of life in the Iranian health system. Materials and methods: This descriptive-analytical study was conducted on 59 infertile women. It was a questionnaire-based study and all data analyses were done using SPSS version 22 statistical software. Results: The majority of gynecologists (88.14%) approved all three management strategies that were used for diagnosis and management of infertile women's quality of life. The first and third management strategy obtained the highest (86.44%) and lowest (3.39%) scores, respectively. There was a significant relationship between our management strategies and the scoring of gynecologists (P=0.010). Also, there was a significant relationship (P=0.001) between the order of our management strategies and gynecologists' prioritization. Conclusion: Based on the results of the present study, it is expected that health officials and practitioners should be able to identify infertile women and even women at high risk of infertility and provide the necessary training and classes as well as individual and medical consultations.
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Affiliation(s)
- Fatemeh Mirparsa
- Department of Health Care Management, Faculty of Health, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Abasat Mirzaei
- Department of Health Care Management, Faculty of Health, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
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8
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Jayaraj R, Mohan J. Classification of Sleep Apnea Based on Sub-Band Decomposition of EEG Signals. Diagnostics (Basel) 2021; 11:diagnostics11091571. [PMID: 34573913 PMCID: PMC8467236 DOI: 10.3390/diagnostics11091571] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2021] [Revised: 08/17/2021] [Accepted: 08/23/2021] [Indexed: 11/16/2022] Open
Abstract
To classify between normal and sleep apnea subjects based on sub-band decomposition of electroencephalogram (EEG) signals. This study comprised 159 subjects obtained from the ISRUC (Institute of System and Robotics—University of Coimbra), Sleep-EDF (European Data Format), and CAP (Cyclic Alternating Pattern) Sleep database, which consists of normal and sleep apnea subjects. The wavelet packet decomposition method was incorporated to categorize the EEG signals into five frequency bands, namely, alpha, beta, delta, gamma, and theta. Entropy and energy (non-linear) for all bands was calculated and as a result, 10 features were obtained for each EEG signal. The ratio of EEG bands included four parameters, including heart rate, brain perfusion, neural activity, and synchronization. In this study, a support vector machine with kernels and random forest classifiers was used for classification. The performance measures demonstrated that the improved results were obtained from the support vector machine classifier with a kernel polynomial order 2. The accuracy (90%), sensitivity (100%), and specificity (83%) with 14 features were estimated using the data obtained from ISRUC database. The proposed study is feasible and seems to be accurate in classifying the subjects with sleep apnea based on the extracted features from EEG signals using a support vector machine classifier.
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Rajendran V, Jayalalitha S, Adalarasu K. EEG Based Evaluation of Examination Stress and Test Anxiety Among College Students. Ing Rech Biomed 2021. [DOI: 10.1016/j.irbm.2021.06.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Mohseni M, Eghbali M, Bahrami H, Dastaran F, Amini L. Yoga Effects on Anthropometric Indices and Polycystic Ovary Syndrome Symptoms in Women Undergoing Infertility Treatment: A Randomized Controlled Clinical Trial. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE : ECAM 2021; 2021:5564824. [PMID: 34221076 PMCID: PMC8213483 DOI: 10.1155/2021/5564824] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Revised: 04/28/2021] [Accepted: 06/02/2021] [Indexed: 11/18/2022]
Abstract
The aim of this study was to investigate the effects of yoga exercises on anthropometric parameter and clinical sign of PCOS among women undergoing infertility treatment. This clinical trial study was performed on 61 women with PCOS who have undergone infertility treatment at Sarem Hospital in Tehran, Iran. The patients were first selecting based on purposeful and then randomly assigning to the intervention and control groups. In the intervention group, yoga exercises were performed for 6 weeks and the patients in the control group only received routine care. Anthropometric parameters and clinical signs were performed and recorded. After the intervention, here was a significant reduction in hirsutism, abdominal circumference, and hip circumference scores in the intervention group compared to the control group (P < 0.05). Given the effects of yoga exercises on the improvement of hirsutism, abdominal circumference, and hip circumference, it is suggested to use yoga as a treatment strategy in women with PCOS.
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Affiliation(s)
- Maryam Mohseni
- School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
| | - Mohammad Eghbali
- Department of Nursing, University of Social Welfare and Rehabilitation Sciences, Tehran, Iran
- Torbat Heydariyeh University of Medical Sciences, Torbat Heydariyeh, Iran
| | - Homa Bahrami
- Sarem Fertility and Infertility Research Center (SAFIR), Sarem Women's Hospital, Tehran, Iran
| | - Farzaneh Dastaran
- School of Nursing and Midwifery, Tehran University of Medical Sciences, Tehran, Iran
| | - Leila Amini
- Nursing Care Research Center (NCRC), Iran University of Medical Sciences, Tehran, Iran
- Department of Midwifery, School of Nursing and Midwifery, Iran University of Medical Sciences, Tehran, Iran
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Catrambone V, Averta G, Bianchi M, Valenza G. Toward brain-heart computer interfaces: a study on the classification of upper limb movements using multisystem directional estimates. J Neural Eng 2021; 18. [PMID: 33601354 DOI: 10.1088/1741-2552/abe7b9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 02/18/2021] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Brain-computer interfaces (BCI) exploit computational features from brain signals to perform a given task. Despite recent neurophysiology and clinical findings indicating the crucial role of functional interplay between brain and cardiovascular dynamics in locomotion, heartbeat information remains to be included in common BCI systems. In this study, we exploit the multidimensional features of directional and functional interplay between electroencephalographic and heartbeat spectra to classify upper limb movements into three classes. APPROACH We gathered data from 26 healthy volunteers that performed 90 movements; the data were processed using a recently proposed framework for brain-heart interplay (BHI) assessment based on synthetic physiological data generation. Extracted BHI features were employed to classify, through sequential forward selection scheme and k-nearest neighbors algorithm, among resting state and three classes of movements according to the kind of interaction with objects. MAIN RESULTS The results demonstrated that the proposed brain-heart computer interface (BHCI) system could distinguish between rest and movement classes automatically with an average 90% of accuracy. SIGNIFICANCE Further, this study provides neurophysiology insights indicating the crucial role of functional interplay originating at the cortical level onto the heart in the upper limb neural control. The inclusion of functional BHI insights might substantially improve the neuroscientific knowledge about motor control, and this may lead to advanced BHCI systems performances.
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Affiliation(s)
- Vincenzo Catrambone
- Research Center E. Piaggio, Information Engineering, University of Pisa School of Engineering, Largo L. Lazzarino,1, Pisa, Italy, 56126, ITALY
| | - Giuseppe Averta
- Research Center E. Piaggio, Information Engineering, University of Pisa School of Engineering, Largo L. Lazzarino, 1, Pisa, Italy, 56126, ITALY
| | - Matteo Bianchi
- Research Center E. Piaggio, Information Engineering, University of Pisa School of Engineering, Largo L. Lazzarino, 1, Pisa, Toscana, 56126, ITALY
| | - Gaetano Valenza
- Research Center E. Piaggio, Information Engineering, University of Pisa School of Engineering, Largo L. Lazzarino, 1, Pisa, Toscana, 56126, ITALY
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Ernst G, Watne LO, Rostrup M, Neerland BE. Delirium in patients with hip fracture is associated with increased heart rate variability. Aging Clin Exp Res 2020; 32:2311-2318. [PMID: 31916197 DOI: 10.1007/s40520-019-01447-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 12/11/2019] [Indexed: 12/20/2022]
Abstract
BACKGROUND Heart rate variability (HRV) is a method to assess the autonomic nervous system and reflects possibly central brain states. HRV has previously not been examined in patients with hip fracture and delirium. AIMS To explore HRV parameters in hip fracture patients with and without delirium. METHODS Patients admitted to Oslo University Hospital with hip fracture and sinus rhythm in electrocardiogram (ECG) were included. Delirium was diagnosed using the confusion assessment method. HRV was assessed preoperatively after a relaxing period of five minutes, by measuring an ECG signal over 5 min. Parameters in time domain (the standard deviation of the QRS distances-SDNN) and frequency domain (total power (TP), low frequency (LF), high frequency (HF) and LF/HF ratio) were calculated. RESULTS Seventy-five patients were included in the study, and 21 of them had subsyndromal delirium and were excluded from the analysis. Fifty-four patients with a mean age of 83.5 years (SD 8.6, 78% females) were included. Twenty-six patients (48%) had preoperative delirium, 11 (20%) developed delirium postoperatively, whereas 17 (31%) never developed delirium. SDNN, TP and HF values were significantly higher in patients with delirium compared to patients without delirium, and LF and LF/HF were lower. Patients developing postoperative delirium had decreased LF and increased HF before symptom onset. DISCUSSION Increased SDNN, TP and HF and decreased LF values might reflect an abnormal stress response in delirium. CONCLUSION HRV measurements in patients with hip fractures provide additional information beyond heart rate and might be used to identify relevant pathophysiological factors in delirium.
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Affiliation(s)
- Gernot Ernst
- Vestre Viken Hospital Trust, Kongsberg Hospital, Kongsberg, Norway.
- Psychological Institute, University of Oslo, Oslo, Norway.
| | - Leiv Otto Watne
- Oslo Delirium Research Group, Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
| | - Morten Rostrup
- Section of Cardiovascular and Renal Research, Oslo University Hospital, Oslo, Norway
- Department of Behavioral Sciences in Medicine, Institute for Basic Medical Sciences, University of Oslo, Oslo, Norway
| | - Bjørn Erik Neerland
- Oslo Delirium Research Group, Department of Geriatric Medicine, Oslo University Hospital, Oslo, Norway
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Nayak SK, Pradhan BK, Banerjee I, Pal K. Analysis of heart rate variability to understand the effect of cannabis consumption on Indian male paddy-field workers. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2020.102072] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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14
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K M, S P, K A, D R, Chinnadurai V, S V, K R, Jayaraman S. Dynamic cognitive workload assessment for fighter pilots in simulated fighter aircraft environment using EEG. Biomed Signal Process Control 2020. [DOI: 10.1016/j.bspc.2020.102018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Sharma S, Nivethitha L, Mooventhan A. Effect of Moola Bandha (Perineum Contraction), A Yogic Lock on Cognitive Functions of College Students: An Exploratory Study. JOURNAL OF RELIGION AND HEALTH 2020; 59:1388-1397. [PMID: 31172394 DOI: 10.1007/s10943-019-00856-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Academic performance and excellence of college students are mainly depending on their cognitive functions. The purpose of this study was to examine the effectiveness of a yogic lock or hold, Moola bandha (perineum contraction) on cognitive functions of teacher training college students. Twenty-three healthy volunteers with the mean ± standard deviation age of 21.96 ± 1.64 years were recruited from a district institute of education and training (DIET) college, North India. All the subjects were asked to perform Moola bandha for the duration of 30 min a day (15 min in the morning and 15 min in the evening) for a period of 30 days. Assessments were taken before and after the intervention period. Results of this study showed a significant increase in the scores of d2 attention total number, digits span forward and backward test, Stroop tasks (neutral total and correct, congruent total and correct, and incongruent correct), and self-control scale along with a significant reduction in d2 attention (omission, commission, and timings), trail making text A and B duration, and positive and negative affective schedule's negative affect scores compared with its respective baseline. These results suggest that 30 min of daily practice of Moola bandha for 30 days is effective in improving the cognitive functions of teacher training college students.
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Affiliation(s)
- Sakshi Sharma
- Department of Yoga Therapy, S-VYASA Deemed to be University, Bengaluru, Karnataka, India
| | - L Nivethitha
- Department of Naturopathy, Government Yoga and Naturopathy Medical College, Arumbakkam, Chennai, 600106, Tamilnadu, India
| | - A Mooventhan
- Department of Naturopathy, Government Yoga and Naturopathy Medical College, Arumbakkam, Chennai, 600106, Tamilnadu, India.
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Frank J, Seifert G, Schroeder R, Gruhn B, Stritter W, Jeitler M, Steckhan N, Kessler CS, Michalsen A, Voss A. Yoga in school sports improves functioning of autonomic nervous system in young adults: A non-randomized controlled pilot study. PLoS One 2020; 15:e0231299. [PMID: 32282842 PMCID: PMC7153865 DOI: 10.1371/journal.pone.0231299] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 03/19/2020] [Indexed: 11/18/2022] Open
Abstract
Background Yoga in school is a beneficial tool to promote the good health and well-being of students by changing the way they react to stress. The positive effects of yoga—taught in schools—on children, youth and young adults have been demonstrated in former studies using mostly subjective psychometric data. Aim The present trial aims to evaluate the potential effects of yoga on autonomic regulation in young adults by analyzing heart rate variability (HRV). Methods This study is a non-randomized, explorative, two-arm-pilot study with an active control group. Fourteen healthy young adults took part in a 10-week yoga program (90 min once a week) in school and were compared to a control group of 11 students who participated in conventional school sports (90 min once a week over 10 weeks). 24-hour electrocardiograms (ECGs) were recorded at baseline and following the 10-week intervention. From 20-minute of nocturnal sleep phases, HRV parameters were calculated from linear (time and frequency domain) and nonlinear dynamics (such as symbolic dynamics and Poincaré plot analysis). Analyses of variance (ANOVA) followed by t-tests as post-hoc tests estimating both statistical significance and effect size were used to compare pre-post-intervention for the two groups. Results The statistical analysis of the interaction effects did not reveal a significant group and time interaction for the individual nocturnal HRV indices. Almost all indices revealed medium and large effects regarding the time main effects. The changes in the HRV indices following the intervention were more dramatic for the yoga group than for the control group which is reflected in predominantly higher significances and stronger effect sizes in the yoga group. Conclusion In this explorative pilot trial, an increase of HRV (more parasympathetic dominance and overall higher HRV) after ten weeks of yoga in school in comparison to regular school sports was demonstrated, showing an improved self-regulation of the autonomic nervous system.
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Affiliation(s)
- Julia Frank
- Department of Pediatrics, Jena University Hospital, Jena, Germany
- Department of Pediatrics, Division of Oncology and Hematology, Charité - Universitätsmedizin, Berlin, Germany
- * E-mail: (GS); (JF)
| | - Georg Seifert
- Department of Pediatrics, Division of Oncology and Hematology, Charité - Universitätsmedizin, Berlin, Germany
- * E-mail: (GS); (JF)
| | - Rico Schroeder
- Institute of Innovative Health Technologies IGHT, Ernst-Abbe-Hochschule Jena, Jena, Germany
| | - Bernd Gruhn
- Department of Pediatrics, Jena University Hospital, Jena, Germany
| | - Wiebke Stritter
- Department of Pediatrics, Division of Oncology and Hematology, Charité - Universitätsmedizin, Berlin, Germany
| | - Michael Jeitler
- Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin, Berlin, Germany
- Department of Internal and Integrative Medicine, Immanuel Hospital, Berlin, Germany
| | - Nico Steckhan
- Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin, Berlin, Germany
- Department of Internal and Integrative Medicine, Immanuel Hospital, Berlin, Germany
| | - Christian S. Kessler
- Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin, Berlin, Germany
- Department of Internal and Integrative Medicine, Immanuel Hospital, Berlin, Germany
| | - Andreas Michalsen
- Institute for Social Medicine, Epidemiology and Health Economics, Charité - Universitätsmedizin, Berlin, Germany
- Department of Internal and Integrative Medicine, Immanuel Hospital, Berlin, Germany
| | - Andreas Voss
- Institute of Innovative Health Technologies IGHT, Ernst-Abbe-Hochschule Jena, Jena, Germany
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Functional Linear and Nonlinear Brain–Heart Interplay during Emotional Video Elicitation: A Maximum Information Coefficient Study. ENTROPY 2019. [PMCID: PMC7515428 DOI: 10.3390/e21090892] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Brain and heart continuously interact through anatomical and biochemical connections. Although several brain regions are known to be involved in the autonomic control, the functional brain–heart interplay (BHI) during emotional processing is not fully characterized yet. To this aim, we investigate BHI during emotional elicitation in healthy subjects. The functional linear and nonlinear couplings are quantified using the maximum information coefficient calculated between time-varying electroencephalography (EEG) power spectra within the canonical bands (δ,θ,α,β and γ), and time-varying low-frequency and high-frequency powers from heartbeat dynamics. Experimental data were gathered from 30 healthy volunteers whose emotions were elicited through pleasant and unpleasant high-arousing videos. Results demonstrate that functional BHI increases during videos with respect to a resting state through EEG oscillations not including the γ band (>30 Hz). Functional linear coupling seems associated with a high-arousing positive elicitation, with preferred EEG oscillations in the θ band ([4,8) Hz) especially over the left-temporal and parietal cortices. Differential functional nonlinear coupling between emotional valence seems to mainly occur through EEG oscillations in the δ,θ,α bands and sympathovagal dynamics, as well as through δ,α,β oscillations and parasympathetic activity mainly over the right hemisphere. Functional BHI through δ and α oscillations over the prefrontal region seems primarily nonlinear. This study provides novel insights on synchronous heartbeat and cortical dynamics during emotional video elicitation, also suggesting that a nonlinear analysis is needed to fully characterize functional BHI.
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Wadden KP, Snow NJ, Sande P, Slawson S, Waller T, Boyd LA. Yoga Practitioners Uniquely Activate the Superior Parietal Lobule and Supramarginal Gyrus During Emotion Regulation. Front Integr Neurosci 2018; 12:60. [PMID: 30564105 PMCID: PMC6289073 DOI: 10.3389/fnint.2018.00060] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2017] [Accepted: 11/19/2018] [Indexed: 12/19/2022] Open
Abstract
Chronic stress contributes to both mental and physical illness. A high prevalence and cost of stress-related illnesses North America warrants investigation into alternative or complementary therapies which may help reduce adverse reactions to stressful stimuli. Emotion regulation is the process of monitoring and adjusting emotional responses to environmental stimuli and stressors. Individuals who participate in physical activity are less likely to have adverse responses to potentially stressful situations, potentially due to adaptions in emotion regulation. Yoga is a form of physical activity involving stretching exercises and meditation, that may lessen individuals’ levels of stress and anxiety and improve emotion regulation. High-frequency heart rate variability (HF-HRV) is considered a measure of parasympathetic nervous system (PNS) activity during the emotion regulation. Measuring HRV and brain activity using functional magnetic resonance imaging (fMRI) offers a useful, noninvasive approach to evaluating “neurovisceral” components of emotion regulation. We aimed to determine whether yoga practitioners (YP) exhibit different patterns of brain activation compared to recreational athletes (RA) without current yoga experience, while viewing emotionally arousing visual stimuli. Our secondary aim was to examine potential differences across groups in HRV throughout the presentation of these stimuli. Analysis of fMRI data during exposure to emotion-evoking (EE) stimuli revealed that the YP group activated two unique brain areas, namely the superior parietal lobule and the supramarginal gyrus. These areas have been associated with attentional awareness and reduced egocentric bias, processes that have been implicated in emotion regulation by others. The RA group activated the inferior middle frontal cortex, an area associated with cognitive reappraisal during emotion regulation. The YP group also demonstrated a trend towards a higher ratio of low- to high-frequency HRV compared to the RA group. The present findings support the presence of experience-dependent neurovisceral mechanisms associated with emotion regulation. Individuals who practice yoga regulate their neurovisceral responses to potentially stressful external stimuli in a different manner than recreational athletes who do not engage in yoga practice. The present study had a small sample size (RA: n = 12; YP: n = 19), which should be taken into account when interpreting the results.
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Affiliation(s)
- Katie P Wadden
- Graduate Program in Rehabilitation Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Nicholas J Snow
- Graduate Program in Rehabilitation Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Peder Sande
- Graduate Program in Neuroscience Sciences, University of British Columbia, Vancouver, BC, Canada
| | - Sian Slawson
- Whitespace™ Innovation Team, lululemon athletica, Vancouver, BC, Canada
| | - Tom Waller
- Whitespace™ Innovation Team, lululemon athletica, Vancouver, BC, Canada
| | - Lara A Boyd
- Department of Physical Therapy, University of British Columbia, Vancouver, BC, Canada.,Centre for Brain Health, University of British Columbia, Vancouver, BC, Canada
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Lai S, Molfino A, Mecarelli O, Pulitano P, Morabito S, Pistolesi V, Romanello R, Zarabla A, Galani A, Frassetti N, Aceto P, Lai C. Neurological and Psychological Changes in Hemodialysis Patients Before and After the Treatment. Ther Apher Dial 2018; 22:530-538. [PMID: 29931746 DOI: 10.1111/1744-9987.12672] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 12/03/2017] [Accepted: 01/08/2018] [Indexed: 12/13/2022]
Abstract
Neurological, psychological, and cognitive disorders in chronic kidney disease may contribute to poor quality of life in these patients. The aim of this study was to assess the electroencephalographic, psychological, and cognitive changes before and after hemodialysis (HD) compared with healthy controls (HC). Sixteen HD patients and 15 HC were enrolled. Electroencephalogram (EEG), Minnesota multiphasic personality inventory (MMPI-2) Satisfaction profile (SAT-P), and Neuropsychological test Global z-scores (NPZ5) were performed before (T0) and after (T1) HD treatment and in HC. Renal function, inflammatory markers and mineral metabolism indexes were also evaluated. Patients did not show significant differences before and after HD in the absolute and relative power of band of EEG, except in Theta/Alpha index (P < 0.001). At T1, HD patients showed significant differences in Beta, Delta and Theta band, in addition to Theta/alpha index, with respect to HC. Moreover, HD patients showed significant differences in specific MMPI-2 clinical and content scales, SAT-P domains and NPZ5 tests of memory and concentration with respect to HC. We also observed significant correlations between renal function, mineral metabolism, inflammatory markers and psychocognitive alterations. In our sample EEG abnormalities tend to reduce, but not significantly, after HD treatment and differences remain present with respect to HC. In HD patients cognitive and psychological alterations were associated with reduced quality of life and correlated with mineral metabolism and inflammation. Modification in EEG and in psychological and cognitive parameters should be assessed in a larger HD population to confirm our observation.
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Affiliation(s)
- Silvia Lai
- Department of Clinical Medicine, Sapienza University of Rome, Rome, Italy
| | - Alessio Molfino
- Department of Clinical Medicine, Sapienza University of Rome, Rome, Italy
| | - Oriano Mecarelli
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy
| | - Patrizia Pulitano
- Department of Neurology and Psychiatry, Sapienza University of Rome, Rome, Italy
| | - Santo Morabito
- Department of Nephrology and Urology, Hemodialysis Unit, Umberto I, Polyclinic of Rome, Sapienza University of Rome, Rome, Italy
| | - Valentina Pistolesi
- Department of Nephrology and Urology, Hemodialysis Unit, Umberto I, Polyclinic of Rome, Sapienza University of Rome, Rome, Italy
| | - Roberto Romanello
- Department of Neurology and Psychiatry, Catholic University of Sacred Heart, Rome, Italy
| | - Alessia Zarabla
- Center for Tumor-related Epilepsy, UOSD Neurology, Regina Elena National Cancer Institute, Rome, Italy
| | - Alessandro Galani
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Nicla Frassetti
- Department of Internal Medicine and Medical Specialties, Sapienza University of Rome, Rome, Italy
| | - Paola Aceto
- Department of Anesthesiology and Intensive Care, Catholic University of Sacred Heart, Rome, Italy
| | - Carlo Lai
- Department of Dynamic and Clinic Psychology, Sapienza University of Rome, Rome, Italy
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Oka T, Tanahashi T, Sudo N, Lkhagvasuren B, Yamada Y. Changes in fatigue, autonomic functions, and blood biomarkers due to sitting isometric yoga in patients with chronic fatigue syndrome. Biopsychosoc Med 2018; 12:3. [PMID: 29643935 PMCID: PMC5891891 DOI: 10.1186/s13030-018-0123-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/27/2017] [Accepted: 02/19/2018] [Indexed: 12/11/2022] Open
Abstract
Background In a previous randomized controlled trial, we found that sitting isometric yoga improves fatigue in patients with chronic fatigue syndrome (CFS) who are resistant to conventional therapy. The aim of this study was to investigate possible mechanisms behind this finding, focusing on the short-term fatigue-relieving effect, by comparing autonomic nervous function and blood biomarkers before and after a session of isometric yoga. Methods Fifteen patients with CFS who remained symptomatic despite at least 6 months of conventional therapy practiced sitting isometric yoga (biweekly 20 min practice with a yoga instructor and daily home practice) for eight weeks. Acute effects of sitting isometric yoga on fatigue, autonomic function, and blood biomarkers were investigated after the final session with an instructor. The effect of a single session of sitting isometric yoga on fatigue was assessed by the Profile of Mood Status (POMS) questionnaire immediately before and after the session. Autonomic nervous function (heart rate (HR) variability) and blood biomarkers (cortisol, DHEA-S, TNF-α, IL-6, IFN-γ, IFN-α, prolactin, carnitine, TGF-β1, BDNF, MHPG, and HVA) were compared before and after the session. Results Sitting isometric yoga significantly reduced the POMS fatigue score (p < 0.01) and increased the vigor score (p < 0.01). It also reduced HR (p < 0.05) and increased the high frequency power (p < 0.05) of HR variability. Sitting isometric yoga increased serum levels of DHEA-S (p < 0.05), reduced levels of cortisol (p < 0.05) and TNF-α (p < 0.05), and had a tendency to reduce serum levels of prolactin (p < 0.1). Decreases in fatigue scores correlated with changes in plasma levels of TGF-β1 and BDNF. In contrast, increased vigor positively correlated with HVA. Conclusions A single session of sitting isometric yoga reduced fatigue and increased vigor in patients with CFS. Yoga also increased vagal nerve function and changed blood biomarkers in a pattern that suggested anti-stress and anti-inflammatory effects. These changes appear to be related to the short-term fatigue-relieving effect of sitting isometric yoga in patients with CFS. Furthermore, dopaminergic nervous system activation might account for sitting isometric yoga-induced increases in energy in this patient population. Trial registration University Hospital Medical Information Network (UMIN CTR) UMIN000009646. Registered Dec 27, 2012.
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Affiliation(s)
- Takakazu Oka
- 1Department of Psychosomatic Medicine, International University of Health and Welfare hospital, Iguchi 537-3, Nasushiobara-shi, Tochigi-ken 329-2763 Japan.,2Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582 Japan
| | - Tokusei Tanahashi
- 2Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582 Japan
| | - Nobuyuki Sudo
- 2Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582 Japan
| | - Battuvshin Lkhagvasuren
- 2Department of Psychosomatic Medicine, Graduate School of Medical Sciences, Kyushu University, Fukuoka, 812-8582 Japan
| | - Yu Yamada
- 1Department of Psychosomatic Medicine, International University of Health and Welfare hospital, Iguchi 537-3, Nasushiobara-shi, Tochigi-ken 329-2763 Japan
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Abstract
Heart rate variability (HRV) has been used as a proxy for health and fitness and indicator of autonomic regulation and therefore, appears well placed to assess the changes occurring with mind.-body practices that facilitate autonomic balance. While many studies suggest that yoga influences HRV, such studies have not been systematically reviewed. We aimed to systematically review all published papers that report on yoga practices and HRV. A comprehensive search of multiple databases was conducted and all studies that reported a measure of HRV associated with any yoga practice were included. Studies were categorized by the study design and type of yoga practice. A total of 59 studies were reviewed involving a total of 2358 participants. Most studies were performed in India on relatively small numbers of healthy male yoga practitioners during a single laboratory session. Of the reviewed studies, 15 were randomized controlled trials with 6 having a Jadad score of 3. The reviewed studies suggest that yoga can affect cardiac autonomic regulation with increased HRV and vagal dominance during yoga practices. Regular yoga practitioners were also found to have increased vagal tone at rest compared to non-yoga practitioners. It is premature to draw any firm conclusions about yoga and HRV as most studies were of poor quality, with small sample sizes and insufficient reporting of study design and statistical methods. Rigorous studies with detailed reporting of yoga practices and any corresponding changes in respiration are required to determine the effect of yoga on HRV.
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Affiliation(s)
- Anupama Tyagi
- School of Health Sciences, RMIT University, Bundoora, Australia
| | - Marc Cohen
- School of Health Sciences, RMIT University, Bundoora, Australia
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Ordikhani-Seyedlar M, Lebedev MA, Sorensen HBD, Puthusserypady S. Neurofeedback Therapy for Enhancing Visual Attention: State-of-the-Art and Challenges. Front Neurosci 2016; 10:352. [PMID: 27536212 PMCID: PMC4971093 DOI: 10.3389/fnins.2016.00352] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2016] [Accepted: 07/12/2016] [Indexed: 11/17/2022] Open
Abstract
We have witnessed a rapid development of brain-computer interfaces (BCIs) linking the brain to external devices. BCIs can be utilized to treat neurological conditions and even to augment brain functions. BCIs offer a promising treatment for mental disorders, including disorders of attention. Here we review the current state of the art and challenges of attention-based BCIs, with a focus on visual attention. Attention-based BCIs utilize electroencephalograms (EEGs) or other recording techniques to generate neurofeedback, which patients use to improve their attention, a complex cognitive function. Although progress has been made in the studies of neural mechanisms of attention, extraction of attention-related neural signals needed for BCI operations is a difficult problem. To attain good BCI performance, it is important to select the features of neural activity that represent attentional signals. BCI decoding of attention-related activity may be hindered by the presence of different neural signals. Therefore, BCI accuracy can be improved by signal processing algorithms that dissociate signals of interest from irrelevant activities. Notwithstanding recent progress, optimal processing of attentional neural signals remains a fundamental challenge for the development of efficient therapies for disorders of attention.
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Affiliation(s)
- Mehdi Ordikhani-Seyedlar
- Division of Biomedical Engineering, Department of Electrical Engineering, Technical University of Denmark Lyngby, Denmark
| | - Mikhail A Lebedev
- Department of Neurobiology, Duke UniversityDurham, NC, USA; Center for Neuroengineering, Duke UniversityDurham, NC, USA
| | - Helge B D Sorensen
- Division of Biomedical Engineering, Department of Electrical Engineering, Technical University of Denmark Lyngby, Denmark
| | - Sadasivan Puthusserypady
- Division of Biomedical Engineering, Department of Electrical Engineering, Technical University of Denmark Lyngby, Denmark
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Billeci L, Tonacci A, Tartarisco G, Narzisi A, Di Palma S, Corda D, Baldus G, Cruciani F, Anzalone SM, Calderoni S, Pioggia G, Muratori F. An Integrated Approach for the Monitoring of Brain and Autonomic Response of Children with Autism Spectrum Disorders during Treatment by Wearable Technologies. Front Neurosci 2016; 10:276. [PMID: 27445652 PMCID: PMC4914552 DOI: 10.3389/fnins.2016.00276] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 06/02/2016] [Indexed: 11/26/2022] Open
Abstract
Autism Spectrum Disorders (ASD) are associated with physiological abnormalities, which are likely to contribute to the core symptoms of the condition. Wearable technologies can provide data in a semi-naturalistic setting, overcoming the limitations given by the constrained situations in which physiological signals are usually acquired. In this study an integrated system based on wearable technologies for the acquisition and analysis of neurophysiological and autonomic parameters during treatment is proposed and an application on five children with ASD is presented. Signals were acquired during a therapeutic session based on an imitation protocol in ASD children. Data were analyzed with the aim of extracting quantitative EEG (QEEG) features from EEG signals as well as heart rate and heart rate variability (HRV) from ECG. The system allowed evidencing changes in neurophysiological and autonomic response from the state of disengagement to the state of engagement of the children, evidencing a cognitive involvement in the children in the tasks proposed. The high grade of acceptability of the monitoring platform is promising for further development and implementation of the tool. In particular if the results of this feasibility study would be confirmed in a larger sample of subjects, the system proposed could be adopted in more naturalistic paradigms that allow real world stimuli to be incorporated into EEG/psychophysiological studies for the monitoring of the effect of the treatment and for the implementation of more individualized therapeutic programs.
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Affiliation(s)
- Lucia Billeci
- Institute of Clinical Physiology, National Research Council of ItalyPisa, Italy; Department of Clinical and Experimental Medicine, University of PisaPisa, Italy
| | - Alessandro Tonacci
- Institute of Clinical Physiology, National Research Council of Italy Pisa, Italy
| | - Gennaro Tartarisco
- Institute of Applied Sciences and Intelligent Systems "Eduardo Caianiello", National Research Council of Italy Messina, Italy
| | - Antonio Narzisi
- Department of Developmental Neuroscience, IRCSS Stella Maris Foundation Pisa, Italy
| | - Simone Di Palma
- Department of Information Engineering, University of Pisa Pisa, Italy
| | | | | | | | - Salvatore M Anzalone
- Institute of Intelligent Systems and Robotics, University Pierre and Marie Curie Paris, France
| | - Sara Calderoni
- Department of Developmental Neuroscience, IRCSS Stella Maris Foundation Pisa, Italy
| | - Giovanni Pioggia
- Institute of Applied Sciences and Intelligent Systems "Eduardo Caianiello", National Research Council of Italy Messina, Italy
| | - Filippo Muratori
- Department of Clinical and Experimental Medicine, University of PisaPisa, Italy; Department of Developmental Neuroscience, IRCSS Stella Maris FoundationPisa, Italy
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Field T. Yoga research review. Complement Ther Clin Pract 2016; 24:145-61. [PMID: 27502816 DOI: 10.1016/j.ctcp.2016.06.005] [Citation(s) in RCA: 103] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 06/15/2016] [Indexed: 12/12/2022]
Abstract
This paper is a review of empirical studies, review and meta-analysis publications on yoga from the last few years. The review includes demographics/prevalence of yoga as a practice, bibliometric analyses of the yoga publications and the use of yoga for physical fitness and cognitive function. Most of the studies reviewed here involve yoga effects on psychiatric and medical conditions. These include pregnancy, prenatal and postpartum depression; stress, PTSD, anxiety, and obesity; cardiovascular conditions including hypertension; pain syndromes including arthritis, headaches and low back pain; autoimmune conditions including asthma, type II diabetes and multiple sclerosis; immune conditions including HIV and breast cancer; and aging problems including balance, osteoporosis and Parkinson's. The methods and results of those studies are briefly summarized along with their limitations and suggestions for future research. Basically yoga has been more effective than control and waitlist control conditions, although not always more effective than treatment comparison groups such as other forms of exercise. More randomized controlled studies are needed in which yoga is compared to active exercise groups. Having established the physical and mental health benefits of yoga makes it ethically questionable to assign participants to inactive control groups. Shorter sessions should be investigated for cost-effectiveness and for daily practice. Multiple physical and physiological measures need to be added to the self-report research protocols and potential underlying mechanisms need to be further explored. In the interim, the studies reviewed here highlight the therapeutic effects of yoga, a practice that could come to be called yoga therapy.
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Affiliation(s)
- Tiffany Field
- Touch Research Institute, University of Miami, Miller School of Medicine, United States; Fielding Graduate University, United States.
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Valenza G, Greco A, Gentili C, Lanata A, Sebastiani L, Menicucci D, Gemignani A, Scilingo EP. Combining electroencephalographic activity and instantaneous heart rate for assessing brain-heart dynamics during visual emotional elicitation in healthy subjects. PHILOSOPHICAL TRANSACTIONS. SERIES A, MATHEMATICAL, PHYSICAL, AND ENGINEERING SCIENCES 2016; 374:rsta.2015.0176. [PMID: 27044990 PMCID: PMC4822439 DOI: 10.1098/rsta.2015.0176] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 01/04/2016] [Indexed: 05/03/2023]
Abstract
Emotion perception, occurring in brain areas such as the prefrontal cortex and amygdala, involves autonomic responses affecting cardiovascular dynamics. However, how such brain-heart dynamics is further modulated by emotional valence (pleasantness/unpleasantness), also considering different arousing levels (the intensity of the emotional stimuli), is still unknown. To this extent, we combined electroencephalographic (EEG) dynamics and instantaneous heart rate estimates to study emotional processing in healthy subjects. Twenty-two healthy volunteers were elicited through affective pictures gathered from the International Affective Picture System. The experimental protocol foresaw 110 pictures, each of which lasted 10 s, associated to 25 different combinations of arousal and valence levels, including neutral elicitations. EEG data were processed using short-time Fourier transforms to obtain time-varying maps of cortical activation, whereas the associated instantaneous cardiovascular dynamics was estimated in the time and frequency domains through inhomogeneous point-process models. Brain-heart linear and nonlinear coupling was estimated through the maximal information coefficient (MIC). Considering EEG oscillations in theθband (4-8 Hz), MIC highlighted significant arousal-dependent changes between positive and negative stimuli, especially occurring at intermediate arousing levels through the prefrontal cortex interplay. Moreover, high arousing elicitations seem to mitigate changes in brain-heart dynamics in response to pleasant/unpleasant visual elicitation.
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Affiliation(s)
- G Valenza
- University of Pisa, Pisa, Italy Harvard Medical School, Massachusetts General Hospital, Boston, MA, USA
| | - A Greco
- University of Pisa, Pisa, Italy
| | - C Gentili
- University of Pisa, Pisa, Italy University of Padua, Padua, Italy
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Kavuri V, Selvan P, Tabesh A, Raghuram N, Selvan SR. Remedial Yoga module improves symptoms of irritable bowel syndrome: Replication in the Wait-list group and sustained improvements at 6 months. Eur J Integr Med 2015. [DOI: 10.1016/j.eujim.2015.11.002] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
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