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Annaka H, Hiraoka T, Nomura T. Effects of a Virtual Reality Game With Leap Motion Controller on Brain Activity Related to Attentional Function in Healthy Adults - A Pilot EEG Study. Cureus 2024; 16:e71838. [PMID: 39559586 PMCID: PMC11571038 DOI: 10.7759/cureus.71838] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/19/2024] [Indexed: 11/20/2024] Open
Abstract
Objective Virtual reality (VR) games with the Leap Motion Controller (LMC) are used in clinical practice for cognitive rehabilitation to improve attentional function. However, the effects of VR games using the LMC on brain activity related to attentional function have not yet been elucidated. This study aimed to elucidate the effects of a VR game with the LMC on brain activity related to attentional function. Methods This single-arm study included 15 healthy adults (mean age, 23.2 ± 0.9 years; seven females) and analyzed their electroencephalography (EEG) findings. We measured event-related potentials (ERPs) before and after the VR game with the LMC, and the α, θ, and β values during the VR game with the LMC. EEG measurements were based on the international 10-20 system, with dish electrodes placed at F3, F4, Fz, C3, C4, Cz, P3, P4, Pz, O1, and O2 using EEG caps. For statistical analysis, the N1 peak amplitudes before and after the VR game were compared using paired t-tests. In addition, the average amplitudes of α, θ, and β at 10-20 ms and 280-290 ms during the VR game were compared using paired t-tests only for positions that showed significant changes in the N1 peak amplitude before and after the VR game. Results After the VR game, the N1 peak amplitude was significantly greater at the F4 (pre: -4.51 ± 3.49 μV, post: -6.31 ± 2.60 μV, P = 0.010), Fz (pre: -4.68 ± 2.85 μV, post: -6.29 ± 2.17 μV, P = 0.033), and C4 (pre: -4.43 ± 3.94 μV, post: -6.24 ± 2.56 μV, P = 0.015) positions. During the VR game, the average amplitude of α at the F4 position (during a VR game of 10-20 ms: 7.86 ± 1.33 μV; during a VR game of 280-290 ms: 9.40 ± 2.69 μV, P = 0.010) was significantly higher at 280-290 ms. Conclusions The N1 peak amplitude, meaning selective attention, in F4, Fz, and C4 and the amplitude of α, meaning control interference of unwanted stimuli in a task, in F4 were increased in the post-VR game using LMC. VR games using the LMC may contribute to improvements in attentional function. Further studies are required to assess their applications in cognitive rehabilitation.
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Affiliation(s)
- Hiroki Annaka
- Department of Occupational Therapy, Niigata University of Health and Welfare, Niigata, JPN
| | - Tamon Hiraoka
- Graduate School, Niigata University of Health and Welfare, Niigata, JPN
| | - Tomonori Nomura
- Department of Occupational Therapy, Faculty of Rehabilitation, Niigata University of Health and Welfare, Niigata, JPN
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Qiu Y, Dou H, Wang J, Zhang H, Zhang S, Shen D, Li H, Lei Y. Reduced generalization of reward among individuals with subthreshold depression: Behavioral and EEG evidence. Int J Psychophysiol 2024; 200:112339. [PMID: 38554769 DOI: 10.1016/j.ijpsycho.2024.112339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/19/2024] [Accepted: 03/27/2024] [Indexed: 04/02/2024]
Abstract
Altered stimulus generalization has been well-documented in anxiety disorders; however, there is a paucity of research investigating this phenomenon in the context of depression. Depression is characterized by impaired reward processing and heightened attention to negative stimuli. It is hypothesized that individuals with depression exhibit reduced generalization of reward stimuli and enhanced generalization of loss stimuli. Nevertheless, no study has examined this process and its underlying neural mechanisms. In the present study, we recruited 25 participants with subthreshold depression (SD group) and 24 age-matched healthy controls (HC group). Participants completed an acquisition task, in which they learned to associate three distinct pure tones (conditioned stimuli, CSs) with a reward, a loss, or no outcome. Subsequently, a generalization session was conducted, during which similar tones (generalization stimuli, GSs) were presented, and participants were required to classify them as a reward tone, a loss tone, or neither. The results revealed that the SD group exhibited reduced generalization errors in the early phase of generalization, suggesting a diminished ability to generalize reward-related stimuli. The event-related potential (ERP) results indicated that the SD group exhibited decreased generalization of positive valence to reward-related GSs and heightened generalization of negative valence to loss-related GSs, as reflected by the N1 and P2 components. However, the late positive potential (LPP) was not modulated by depression in reward generalization or loss generalization. These findings suggested that individuals with subthreshold depression may have a blunted or reduced ability to generalize reward stimuli, shedding light on potential treatment strategies targeting this particular process.
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Affiliation(s)
- Yiwen Qiu
- College of Psychology, Shenzhen University, Shenzhen 518060, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China
| | - Haoran Dou
- Institution for Brain and Psychological Science, Sichuan Normal University, Chengdu 610066, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China
| | - Jinxia Wang
- Institution for Brain and Psychological Science, Sichuan Normal University, Chengdu 610066, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China; Faculty of Education and Psychology, University of Jyväskylä, Jyväskylä 40014, Finland
| | - Huoyin Zhang
- College of Psychology, Shenzhen University, Shenzhen 518060, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China
| | - Shiyunmeng Zhang
- College of Psychology, Shenzhen University, Shenzhen 518060, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China
| | - Die Shen
- College of Psychology, Shenzhen University, Shenzhen 518060, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China
| | - Hong Li
- College of Psychology, Shenzhen University, Shenzhen 518060, China; Center for studies of Psychological Applications Guangdong Key Laboratory of Mental Health and Cognitive Science Key Laboratory of Brain Cognition and Educational Science, Ministry of Education School of Psychology, South China Normal University, Guangzhou 510631, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China.
| | - Yi Lei
- Institution for Brain and Psychological Science, Sichuan Normal University, Chengdu 610066, China; Center for Neurogenetics, Shenzhen Institute of Neuroscience, Shenzhen 518057, China.
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Castaneda G, Fernandez Cruz AL, Brouillette MJ, Mayo NE, Fellows LK. Relationship between reward-related evoked potentials and real-world motivation in older people living with human immunodeficiency virus. Front Aging Neurosci 2022; 14:927209. [PMID: 36118691 PMCID: PMC9475288 DOI: 10.3389/fnagi.2022.927209] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2022] [Accepted: 07/27/2022] [Indexed: 12/03/2022] Open
Abstract
Apathy, a clinical disorder characterized by low motivation, is prevalent in people living with Human Immunodeficiency Virus (HIV). It affects mental and physical health-related quality-of-life, medication adherence, and is associated with cognitive decline. However, the causes of apathy and the underlying brain mechanisms in HIV are unknown. Brain responses to reward may be relevant to understanding apathy and might serve as biomarkers for diagnosis or treatment response. Electroencephalogram (EEG) responses to gain and loss feedback in simple guessing tasks have been related to apathy in neurodegenerative conditions and healthy individuals. The primary aim of this study is to contribute evidence regarding the relationship between two EEG correlates of reward processing, the Reward Positivity, and the Feedback-P300, and real-world motivated behavior indicated by self-reported hours engaged in goal-directed leisure activities per week, in older individuals with well-controlled HIV infection. High-density EEG was collected from 75 participants while they performed a guessing task with gain or loss feedback. We found that a later component of reward processing, the Feedback-P300, was related to real-world engagement, while the earlier Reward Positivity was not. The Feedback-P300 measured with EEG holds promise as a biomarker for motivated behavior in older people living with HIV. These findings lay the groundwork for a better understanding of the neurobiology of apathy in this condition.
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Affiliation(s)
- Gloria Castaneda
- Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Ana-Lucia Fernandez Cruz
- Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
| | - Marie-Josée Brouillette
- Department of Psychiatry, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Nancy E. Mayo
- Division of Clinical Epidemiology, Department of Medicine, Faculty of Medicine and Health Sciences, McGill University, Montreal, QC, Canada
| | - Lesley K. Fellows
- Department of Neurology and Neurosurgery, Faculty of Medicine and Health Sciences, Montreal Neurological Institute, McGill University, Montreal, QC, Canada
- *Correspondence: Lesley K. Fellows,
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Xin X, Zhang Q. The Inhibition Effect of Affordances in Action Picture Naming: An ERP Study. J Cogn Neurosci 2022; 34:951-966. [PMID: 35303083 DOI: 10.1162/jocn_a_01847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
How quickly are different kinds of conceptual knowledge activated in action picture naming? Using a masked priming paradigm, we manipulated the prime category type (artificial vs. natural), prime action type (precision, power, vs. neutral grip), and target action type (precision vs. power grip) in action picture naming, while electrophysiological signals were measured concurrently. Naming latencies showed an inhibition effect in the congruent action type condition compared with the neutral condition. ERP results showed that artificial and natural category primes induced smaller waveforms in precision or power action primes than neutral primes in the time window of 100-200 msec. Time-frequency results consistently presented a power desynchronization of the mu rhythm in the time window of 0-210 msec with precision action type artificial objects compared with neutral primes, which localized at the supplementary motor, precentral and postcentral areas in the left hemisphere. These findings suggest an inhibitory effect of affordances arising at conceptual preparation in action picture naming and provide evidence for embodied cognition.
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Affiliation(s)
- Xin Xin
- Renmin University of China, Beijing
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Ahumada-Méndez F, Lucero B, Avenanti A, Saracini C, Muñoz-Quezada MT, Cortés-Rivera C, Canales-Johnson A. Affective modulation of cognitive control: A systematic review of EEG studies. Physiol Behav 2022; 249:113743. [DOI: 10.1016/j.physbeh.2022.113743] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/24/2022] [Accepted: 02/11/2022] [Indexed: 10/19/2022]
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Habelt B, Wirth C, Afanasenkau D, Mihaylova L, Winter C, Arvaneh M, Minev IR, Bernhardt N. A Multimodal Neuroprosthetic Interface to Record, Modulate and Classify Electrophysiological Biomarkers Relevant to Neuropsychiatric Disorders. Front Bioeng Biotechnol 2021; 9:770274. [PMID: 34805123 PMCID: PMC8595111 DOI: 10.3389/fbioe.2021.770274] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 10/18/2021] [Indexed: 12/18/2022] Open
Abstract
Most mental disorders, such as addictive diseases or schizophrenia, are characterized by impaired cognitive function and behavior control originating from disturbances within prefrontal neural networks. Their often chronic reoccurring nature and the lack of efficient therapies necessitate the development of new treatment strategies. Brain-computer interfaces, equipped with multiple sensing and stimulation abilities, offer a new toolbox whose suitability for diagnosis and therapy of mental disorders has not yet been explored. This study, therefore, aimed to develop a biocompatible and multimodal neuroprosthesis to measure and modulate prefrontal neurophysiological features of neuropsychiatric symptoms. We used a 3D-printing technology to rapidly prototype customized bioelectronic implants through robot-controlled deposition of soft silicones and a conductive platinum ink. We implanted the device epidurally above the medial prefrontal cortex of rats and obtained auditory event-related brain potentials in treatment-naïve animals, after alcohol administration and following neuromodulation through implant-driven electrical brain stimulation and cortical delivery of the anti-relapse medication naltrexone. Towards smart neuroprosthetic interfaces, we furthermore developed machine learning algorithms to autonomously classify treatment effects within the neural recordings. The neuroprosthesis successfully captured neural activity patterns reflecting intact stimulus processing and alcohol-induced neural depression. Moreover, implant-driven electrical and pharmacological stimulation enabled successful enhancement of neural activity. A machine learning approach based on stepwise linear discriminant analysis was able to deal with sparsity in the data and distinguished treatments with high accuracy. Our work demonstrates the feasibility of multimodal bioelectronic systems to monitor, modulate and identify healthy and affected brain states with potential use in a personalized and optimized therapy of neuropsychiatric disorders.
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Affiliation(s)
- Bettina Habelt
- Department of Psychiatry and Psychotherapy, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Leibniz Institute of Polymer Research Dresden, Dresden, Germany
| | - Christopher Wirth
- Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, United Kingdom
| | - Dzmitry Afanasenkau
- Biotechnology Center (BIOTEC), Center for Molecular and Cellular Bioengineering (CMCB), Technische Universität Dresden, Dresden, Germany
| | - Lyudmila Mihaylova
- Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, United Kingdom
| | - Christine Winter
- Department of Psychiatry and Psychotherapy, Charite University Medicine Berlin, Campus Mitte, Berlin, Germany
| | - Mahnaz Arvaneh
- Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, United Kingdom
| | - Ivan R. Minev
- Leibniz Institute of Polymer Research Dresden, Dresden, Germany
- Department of Automatic Control and Systems Engineering, University of Sheffield, Sheffield, United Kingdom
| | - Nadine Bernhardt
- Department of Psychiatry and Psychotherapy, Medical Faculty Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
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König N, Steber S, Borowski A, Bliem HR, Rossi S. Neural Processing of Cognitive Control in an Emotionally Neutral Context in Anxiety Patients. Brain Sci 2021; 11:543. [PMID: 33925958 PMCID: PMC8146407 DOI: 10.3390/brainsci11050543] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Revised: 04/21/2021] [Accepted: 04/22/2021] [Indexed: 01/18/2023] Open
Abstract
Impaired cognitive control plays a crucial role in anxiety disorders and is associated with deficient neural mechanisms in the fronto-parietal network. Usually, these deficits were found in tasks with an emotional context. The present study aimed at investigating electrophysiological and vascular signatures from event-related brain potentials (ERPs) and functional near-infrared spectroscopy (fNIRS) in anxiety patients versus healthy controls during an inhibition task integrated in an emotionally neutral context. Neural markers were acquired during the completion of a classical Eriksen flanker task. The focus of data analysis has been the ERPs N200 and P300 and fNIRS activations in addition to task performance. No behavioral or neural group differences were identified. ERP findings showed a larger N2pc and a delayed and reduced P300 for incongruent stimuli. The N2pc modulation suggests the reorienting of attention to salient stimuli, while the P300 indicates longer lasting stimulus evaluation processes due to increased task difficulty. FNIRS did not result in any significant activation potentially suggesting a contribution from deeper brain areas not measurable with fNIRS. The missing group difference in our non-emotional task indicates that no generalized cognitive control deficit but rather a more emotionally driven deficit is present in anxiety patients.
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Affiliation(s)
- Nicola König
- ICONE-Innsbruck Cognitive Neuroscience, Department for Hearing, Speech and Voice Disorders, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria
- Department of Psychology, University of Innsbruck, Innrain 52f, 6020 Innsbruck, Austria
| | - Sarah Steber
- ICONE-Innsbruck Cognitive Neuroscience, Department for Hearing, Speech and Voice Disorders, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria
- Department of Psychology, University of Innsbruck, Innrain 52f, 6020 Innsbruck, Austria
| | - Anna Borowski
- ICONE-Innsbruck Cognitive Neuroscience, Department for Hearing, Speech and Voice Disorders, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria
- Department of Psychology, University of Innsbruck, Innrain 52f, 6020 Innsbruck, Austria
| | - Harald R. Bliem
- Department of Psychology, University of Innsbruck, Innrain 52f, 6020 Innsbruck, Austria
| | - Sonja Rossi
- ICONE-Innsbruck Cognitive Neuroscience, Department for Hearing, Speech and Voice Disorders, Medical University of Innsbruck, Anichstraße 35, 6020 Innsbruck, Austria
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Garrido-Vásquez P, Wengemuth E, Schubö A. Priming of grasp affordance in an ambiguous object: evidence from ERPs, source localization, and motion tracking. Heliyon 2021; 7:e06870. [PMID: 33997401 PMCID: PMC8099748 DOI: 10.1016/j.heliyon.2021.e06870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2020] [Revised: 11/21/2020] [Accepted: 04/16/2021] [Indexed: 11/27/2022] Open
Abstract
Object affordance refers to possibilities to interact with the objects in our environment, such as grasping. Previous research shows that objects that afford an action activate the motor system and attract attention, for example they elicit an enhanced frontal negativity and posterior P1 in the event-related potential. An effect on posterior N1 is discussed. However, previous findings might have resulted from physical differences between affording and non-affording stimuli, rather than affordance per se. Here we replicated the frontal negativity and posterior P1 effects and further explored the posterior N1 in affordance processing under constant visual input. An ambiguous target was primed either with an affording (pencils) or non-affording (trees) context. Although physically always identical, the target elicited an enhanced frontal negativity and posterior P1 in the pencil prime condition. Posterior N1 was reduced and grip aperture in a grasping task was smaller in the affording context. Source localization revealed stronger activation in occipital and parietal regions for targets in pencil versus tree prime trials. Thus, we successfully show that an ambiguous object primed with an affording context is processed differently than when primed with a non-affording context. This could be related to the ambiguous object acquiring a potential for action through priming.
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Affiliation(s)
- Patricia Garrido-Vásquez
- Department of Psychology, University of Concepción, Chile.,Department of Experimental and Biological Psychology, Philipps University Marburg, Germany
| | - Eileen Wengemuth
- Department of Experimental and Biological Psychology, Philipps University Marburg, Germany
| | - Anna Schubö
- Department of Experimental and Biological Psychology, Philipps University Marburg, Germany
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