EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs.

Brain-computer interface (BCI) technology has emerged as an influential communication tool with extensive applications across numerous fields, including entertainment, marketing, mental state monitoring, and particularly medical neurorehabilitation. Despite its immense potential, the reliability of BCI systems is challenged by the intricacies of data collection, environmental factors, and noisy interferences, making the interpretation of high-dimensional electroencephalogram (EEG) data a pressing issue. While the current trends in research have leant towards improving classification using deep learning-based models, our study proposes the use of new features based on EEG amplitude modulation (AM) dynamics. Experiments on an active BCI dataset comprised seven mental tasks to show the importance of the proposed features, as well as their complementarity to conventional power spectral features. Through combining the seven mental tasks, 21 binary classification tests were explored. In 17 of these 21 tests, the addition of the proposed features significantly improved classifier performance relative to using power spectral density (PSD) features only. Specifically, the average kappa score for these classifications increased from 0.57 to 0.62 using the combined feature set. An examination of the top-selected features showed the predominance of the AM-based measures, comprising over 77% of the top-ranked features. We conclude this paper with an in-depth analysis of these top-ranked features and discuss their potential for use in neurophysiology.

Physical exercise and human adipose-derived mesenchymal stem cells ameliorate motor disturbances in a male rat model of Parkinson's disease.

Parkinson's disease (PD) is a disabling and highly costly neurodegenerative condition with worldwide prevalence. Despite advances in treatments that slow progression and minimize locomotor impairments, its clinical management is still a challenge. Previous preclinical studies, using mesenchymal stem cell (MSC) transplantation and isolated physical exercise (EX), reported beneficial results for treatment of PD. Therefore, this experimental randomized study aimed to elucidate the therapeutic potential of combined therapy using adipose-derived human MSCs (ADSCs) grafted into the striatum in conjunction with aerobic treadmill training, specifically in terms of locomotor performance in a unilateral PD rat model induced by 6-hydroxydopamine (6-OHDA). Forty-one male Wistar rats were categorized into five groups in accordance with the type of treatment to which they were subjected (Sham, 6-OHDA - injury, 6-OHDA + exercise, 6-OHDA + cells, and 6-OHDA + combined). Subsequently, dopaminergic depletion was assessed by the methylphenidate challenge and the specified therapeutic intervention was conducted in each group. The foot fault task was performed at the end of the experiment to serve as an assessment of motor skills. The results showed that despite disturbances in motor balance and coordination, locomotor dysfunction was ameliorated in all treatment categories in comparison to the injury group (sign test, p < 0.001, effect size: 0.71). The exercise alone and combined groups were the categories that exhibited the best recovery in terms of movement performance (p < 0.001). Overall, this study confirms that exercise is a powerful option to improve motor function and a promising adjuvant intervention for stem cell transplantation in the treatment of PD motor symptoms. OPEN PRACTICES: This article has been awarded Open Data. All materials and data are publicly accessible at https://figshare.com/s/18a543c101a17a1d5560. Learn more about the Open Practices badges from the Center for Open Science: https://osf.io/tvyxz/wiki.

YOGA AND THE INTERPLAY BETWEEN ATTENTIONAL LOAD AND EMOTION INTERFERENCE.

This study compared 45 yoga practitioners (M age = 29.7 yr., SD = 6.4) and 45 matched controls (M age = 29.3 yr., SD = 6.2) on the performance of a behavioral task that assessed negative emotion interference during a high- and a low-attentional demand condition, as well as on state and trait anxiety scores. Outcomes were also compared between beginner and advanced practitioners. For the behavioral task, the final sample comprised 36 yoga and 38 control participants. The yoga group presented lower emotion interference in the high attentional condition, compared to the low attentional condition; rated emotional images as less unpleasant, compared to controls; and reported lower state and trait anxiety scores relative to controls. Also, emotion interference in the low attentional condition was lower among advanced practitioners and state anxiety was lower among practitioners attending more than two weekly yoga classes. The results suggested that yoga may help improve self-regulatory skills and lower anxiety. The psychological mechanisms underlying the relationship between yoga and emotion regulation should be further investigated in longitudinal studies.

Evaluation of the Usability of a Serious Game in Virtual Reality with a Focus on the Perception and Experience of Health Professionals for Motor Rehabilitation in Children with Cerebral Palsy.

Introduction: Cerebral palsy (CP) is a nonprogressive neuropathological condition that requires lifelong neurocognitive-motor rehabilitation. Evidences indicate that the use of new technologies to assist in rehabilitation processes, such as serious games in virtual reality (VR), have served as adjuncts to therapy and capable of promoting engagement, motivation, and motor activation for these patients. Objective: To investigate the usability of a serious game in VR to help with the stability and balance of the head and trunk of children with CP, focusing on the perception and experience of health professionals. Methods: The collection was carried out with health professionals, and the results were comprehensively evaluated through viability by means of the total score, number of correct answers, number of errors, and level of difficulty during the execution of the game, which were collected from the performance report generated by the application. System satisfaction was also verified by the System Usability Scale (SUS). Results: The mean obtained from the total score of the SUS was 82.10 ± 12.66 points, being considered of high usability for the suggested purpose. The professionals' opinion about the usability of the system did not change due to the performance during the game. Conclusion: The study demonstrated that the developed rehabilitation program has successfully delivered the experience to exercise the head control and trunk balance of subjects with CP.

Immersive media experience: a survey of existing methods and tools for human influential factors assessment.

Virtual reality (VR) applications, especially those where the user is untethered to a computer, are becoming more prevalent as new hardware is developed, computational power and artificial intelligence algorithms are available, and wireless communication networks are becoming more reliable, fast, and providing higher reliability. In fact, recent projections show that by 2022 the number of VR users will double, suggesting the sector was not negatively affected by the worldwide COVID-19 pandemic. The success of any immersive communication system is heavily dependent on the user experience it delivers, thus now more than ever has it become crucial to develop reliable models of immersive media experience (IMEx). In this paper, we survey the literature for existing methods and tools to assess human influential factors (HIFs) related to IMEx. In particular, subjective, behavioural, and psycho-physiological methods are covered. We describe tools available to monitor these HIFs, including the user's sense of presence and immersion, cybersickness, and mental/affective states, as well as their role in overall experience. Special focus is placed on psycho-physiological methods, as it was found that such in-depth evaluation was lacking from the existing literature. We conclude by touching on emerging applications involving multiple-sensorial immersive media and provide suggestions for future research directions to fill existing gaps. It is hoped that this survey will be useful for researchers interested in building new immersive (adaptive) applications that maximize user experience.

Cognitive profile of patients with facioscapulohumeral muscular dystrophy.

Although it is predominantly a muscular disease, impairments in the central nervous system in patients with facioscapulohumeral muscular dystrophy (FSHD) have been described in the literature. Objective: To describe the cognitive profile of patients with FSHD and to correlate the impairments found with clinical variables and quality of life. Methods: Cross-sectional and case-control study that evaluated FSHD patients using a series of cognitive assessments (Mini-Mental State Examination - MMSE, Montreal Cognitive Assessment - MoCA, verbal fluency with phonological restriction - FAS, categorical verbal fluency - FAS-cat, trail-making test - TMT, and Rey's Verbal Auditory Learning Test); a neurological severity scale (Gardner-Medwin-Walton - GMWS); and a quality of life measurement tool (Medical Outcomes Study 36-Item Short-Form Health Survey). Results: Individuals with FSHD (13) and healthy controls (26) were paired by gender and age. Significant differences between case and control groups were found in MMSE, TMT A, and A7 (p≤0.05) and MOCA (p≤0.001) performances. A positive correlation was verified in long-term memory impairments and the age in which symptoms appear (r=-0.593, p=0.033). Regarding quality of life assessment, the emotional domain correlated to MEEM (r=0.657, p=0.015), TMT A (r=-0.601, p=0.030), and A7 (r=0.617, p=0.025) performances. Conclusions: Individuals with FSHD presented mild impairments in the performance of tasks that involve attention, planning, and long-term memory functions. Those impairments were associated neither with the disease duration nor with its neurological severity.

Embora seja uma doença predominantemente muscular, alterações no sistema nervoso central em pacientes com Distrofia Facioescapuloumeral (FSHD) têm sido descritas na literatura. Objetivo: Caracterizar o perfil cognitivo de pacientes com FSHD e correlacionar as alterações encontradas com variáveis clínicas e qualidade de vida. Métodos: Estudo transversal, caso-controle que avaliou pacientes com FSHD por meio de uma série de avaliações cognitivas (Mini Exame do Estado Mental ­ MEEM; Montreal Cognitive Assessment ­ MoCA; fluência verbal com restrição fonológica ­ FAS; fluência verbal categórica ­ FAS-cat; Trail Making Test ­ TMT; e Rey's Verbal Auditory Learning Test ­ RAVLT); uma escala de gravidade neurológica (Gardner-Medwin-Walton ­ GMWS); e um questionário (Medical Outcomes Study 36-Item Short-Form Health Survey ­ SF-36). Resultados: A amostra foi composta por 13 indivíduos com FSHD e 26 controles saudáveis, pareados por sexo e idade. A análise comparativa entre os grupos FSHD e controle mostrou diferenças significativas no desempenho cognitivo dos testes MEEM, TMT A e A7 (p≤0.05) e no MoCA (p≤0,001). Verificou-se uma correlação positiva com a idade de início dos sintomas e o prejuízo na memória de longo prazo (r=-0,593, p=0,033). Em relação à qualidade de vida, observou-se uma correlação entre o domínio de limitação emocional e os testes MEEM (r=0,657, p=0,015), TMT A (r=-0,601, p=0,030) e A7 (r=0,617, p=0,025). Conclusões: Pacientes com FSHD apresentaram alterações leves na realização de tarefas que envolvem as funções de atenção, planejamento e memória de longo prazo. Essas alterações não tiveram associação com o tempo de doença nem com sua gravidade neurológica.

Mesenchymal stem cell transplantation and aerobic exercise for Parkinson's disease: therapeutic assets beyond the motor domain.

Parkinson's disease (PD) is a very common neurodegenerative condition in which both motor and nonmotor deficits evolve throughout the course of the disease. Normally characterized as a movement disorder, PD has been broadly studied from a motor perspective. However, mild to moderate cognitive deficits began to appear in the early phases of the disease, even before motor disturbances actually manifest, and continue to progress relentlessly. These nonmotor manifestations are also a source of detriment to the patients' already strained functionality and quality of life, and pose a therapeutic challenge seeing that replacing therapies have had conflicting results. Considering that the currently approved therapies can hardly be considered curative, efforts to find therapeutic approaches with an actual disease-modifying quality and capable of addressing not only motor but also cognitive dysfunctions are clearly needed. Among possible alternatives with such attribute, mesenchymal stem cell transplantation and exercise are worth highlighting given their common neuroprotective, neuroplastic, and immunomodulatory properties. In this paper, we will summarize the existent literature on the topic, focusing on the mechanisms of action through which these two approaches might beget therapeutic benefits for PD beyond the commonly assessed motor dysfunctions, alluding, at the same time, toward a potential synergic association of both therapies as an optimized approach for PD.

Stem Cell Transplantation and Physical Exercise in Parkinson's Disease, a Literature Review of Human and Animal Studies.

The absence of effective and satisfactory treatments that contribute to repairing the dopaminergic damage caused by Parkinson's Disease (PD) and the limited recovery capacity of the nervous system are troubling issues and the focus of many research and clinical domains. Recent advances in the treatment of PD through stem cell (SC) therapy have recognized their promising restorative and neuroprotective effects that are implicated in the potentiation of endogenous mechanisms of repair and contribute to functional locomotor improvement. Physical exercise (PE) has been considered an adjuvant intervention that by itself induces beneficial effects in patients and animal models with Parkinsonism. In this sense, the combination of both therapies could provide synergic or superior effects for motor recovery, in contrast with their individual use. This review aims to provide an update on recent progress and the potential effectiveness of SC transplantation and PE for the treatment of locomotor deficits in PD. It has reviewed the neuropathological pathways involved in the classical motor symptoms of this condition and the mechanisms of action described in experimental studies that are associated with locomotor enhancement through exercise, cellular transplantation, and their union in some neurodegenerative conditions.

Association of GPX1 and GPX4 polymorphisms with episodic memory and Alzheimer's disease.

It is well established that healthy aging, mild cognitive impairment (MCI), and Alzheimer's disease (AD) are associated with substantial declines in episodic memory. However, there is still debate about the roles of GPX1 and GPX4 polymorphisms. The aim of this study was to investigate the association of rs1050450 and rs713041 polymorphisms with memory. This research was composed of a cross-sectional study (334 subjects) and a case-control study (108 healthy controls and 103 with AD-NINCDS/ARDA, DSM-IV-TR criteria). For the association of the genetic polymorphisms with memory or cognitive loss, the phenotypes were analyzed as follows: 1) each memory as a quantitative trait; 2) presence of deficit on a specific memory; 3) presence of MCI; 4) presence of AD. To assess verbal learning and the ability to store new information, we used the Rey Verbal Learning Test. Scores were recorded as a function of age as in the WMS-R testing battery. DNA was obtained from whole blood, and genotypes for GPX1 (rs1050450) and GPX4 (rs713041) were detected by allelic discrimination assay using TaqMan® MGB probes on a real-time PCR system. GPX1 TT homozygotes had lower long-term visual memory scores than CC/CT group (-0.28 ±â€¯1.03 vs. 0.13 ±â€¯1.03, respectively, p = 0.017). For the GPX4 rs713041, the frequency of the TT genotype was higher in the group with normal scores than in the group with long-term visual memory deficits (p = 0.025). In a multivariate logistic regression, GPX1 CC homozygotes had a 2.85 higher chance of developing AD (OR = 2.85, CI95% = 1.04-7.78, p = 0.041) in comparison to the reference genotype. No significant differences were observed regarding the MCI group between genetic variants. This study is one of the first to show that polymorphisms in GPX1 and GPX4 are significantly associated with episodic memory and AD in a South Brazilian population.

ACE polymorphism and use of ACE inhibitors: effects on memory performance.

Memory is an important cognition function, being fundamental to the development and independence of individuals. Our aim was to investigate the influence apolipoprotein E (APOE) and angiotensin I-converting enzyme (ACE) polymorphism and ACE inhibitors use, besides their interaction on memory performance of healthy subjects over 50 years. The sample consisted of 205 subjects assessed for five types of episodic memory, using Wechsler Memory Scale-Revised (WMS-R), who answered a questionnaire about drug use and were assessed for the ACE insertion/deletion polymorphism and APOE polymorphism. We found no influence of the APOE gene. The use of ACE inhibitors beneficially influenced learning ability scores (p = 0.02). Besides, I allele carriers of ACE polymorphism showed higher verbal memory scores compared with homozygous DD. Also, we observed an interaction influencing learning ability between the ACE polymorphism and the use of inhibitors, the beneficial influence of the I allele was present only in individuals who make use of ACE inhibitors. We conclude that the ACE gene has influence on memory performance, and that this influence is modulated by ACE inhibitors use.