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Draganov M, Galiano-Landeira J, Doruk Camsari D, Ramírez JE, Robles M, Chanes L. Noninvasive modulation of predictive coding in humans: causal evidence for frequency-specific temporal dynamics. Cereb Cortex 2023:7156779. [PMID: 37154618 DOI: 10.1093/cercor/bhad127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/17/2023] [Accepted: 03/18/2023] [Indexed: 05/10/2023] Open
Abstract
Increasing evidence indicates that the brain predicts sensory input based on past experiences, importantly constraining how we experience the world. Despite a growing interest on this framework, known as predictive coding, most of such approaches to multiple psychological domains continue to be theoretical or primarily provide correlational evidence. We here explored the neural basis of predictive processing using noninvasive brain stimulation and provide causal evidence of frequency-specific modulations in humans. Participants received 20 Hz (associated with top-down/predictions), 50 Hz (associated with bottom-up/prediction errors), or sham transcranial alternating current stimulation on the left dorsolateral prefrontal cortex while performing a social perception task in which facial expression predictions were induced and subsequently confirmed or violated. Left prefrontal 20 Hz stimulation reinforced stereotypical predictions. In contrast, 50 Hz and sham stimulation failed to yield any significant behavioral effects. Moreover, the frequency-specific effect observed was further supported by electroencephalography data, which showed a boost of brain activity at the stimulated frequency band. These observations provide causal evidence for how predictive processing may be enabled in the human brain, setting up a needed framework to understand how it may be disrupted across brain-related conditions and potentially restored through noninvasive methods.
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Affiliation(s)
- Metodi Draganov
- Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
| | - Jordi Galiano-Landeira
- Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
| | - Deniz Doruk Camsari
- Department of Psychiatry and Psychology, Mayo Clinic, Rochester, MN 55905, United States
| | - Jairo-Enrique Ramírez
- Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
| | - Marta Robles
- Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
- Department of Psychiatry and Psychotherapy, Medical Faculty, LMU Munich, Munich 80336, Germany
| | - Lorena Chanes
- Department of Clinical and Health Psychology, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
- Institut de Neurociències, Universitat Autònoma de Barcelona, Barcelona 08193, Spain
- Serra Húnter Programme, Generalitat de Catalunya, Barcelona 08002, Spain
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Di Giorgio Silva LW, Aprigio D, Di Giacomo J, Gongora M, Budde H, Bittencourt J, Cagy M, Teixeira S, Ribeiro P, de Carvalho MR, Freire R, Nardi AE, Basile LF, Velasques B. How high level of anxiety in Panic Disorder can interfere in working memory? A computer simulation and electrophysiological investigation. J Psychiatr Res 2017; 95:238-246. [PMID: 28918162 DOI: 10.1016/j.jpsychires.2017.08.021] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2017] [Revised: 08/21/2017] [Accepted: 08/24/2017] [Indexed: 12/23/2022]
Abstract
Panic disorder (PD) is characterized by repeated and unexpected attacks of intense anxiety, which are not restricted to a determined situation or circumstance. The coherence function has been used to investigate the communication among brain structures through the quantitative EEG (qEEG). The objective of this study is to analyze if there is a difference in frontoparietal gamma coherence (GC) between panic disorder patients (PDP) and healthy controls (HC) during the Visual oddball paradigm; and verify if high levels of anxiety (produced by a computer simulation) affect PDP's working memory. Nine PDP (9 female with average age of 48.8, SD: 11.16) and ten HC (1 male and 9 female with average age of 38.2, SD: 13.69) were enrolled in this study. The subjects performed the visual oddball paradigm simultaneously to the EEG record before and after the presentation of computer simulation (CS). A two-way ANOVA was applied to analyze the factors Group and the Moment for each pair of electrodes separately, and another one to analyze the reaction time variable. We verified a F3-P3 GC increased after the CS movie, demonstrating the left hemisphere participation during the anxiety processing. The greater GC in HC observed in the frontal and parietal areas (P3-Pz, F4-F8 and Fp2-F4) points to the participation of these areas with the expected behavior. The greater GC in PDP for F7-F3 and F4-P4 pairs of electrodes assumes that it produces a prejudicial "noise" during information processing, and can be associated to interference on the communication between frontal and parietal areas. This "noise" during information processing is related to PD symptoms, which should be better known in order to develop effective treatment strategies.
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Affiliation(s)
- Luiza Wanick Di Giorgio Silva
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, RJ, Brazil.
| | - Danielle Aprigio
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, RJ, Brazil
| | - Jesse Di Giacomo
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, Brazil
| | - Mariana Gongora
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, Brazil; Institute of Applied Neuroscience (INA), Rio de Janeiro, Brazil
| | - Henning Budde
- Faculty of Human Sciences, Medical School Hamburg, Hamburg, Germany; Sport Science, Reykjavik University, Reykjavik, Iceland; Lithuanian Sports University, Kaunas, Lithuania
| | - Juliana Bittencourt
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, RJ, Brazil; Veiga de Almeida University, Rio de Janeiro, Brazil; Institute of Applied Neuroscience (INA), Rio de Janeiro, Brazil
| | - Mauricio Cagy
- Biomedical Engineering Program, COPPE, Federal University of Rio de Janeiro, Rio de Janeiro, Brazil
| | - Silmar Teixeira
- Brain Mapping and Plasticity Laboratory, Federal University of Piauí (UFPI), Parnaíba, Brazil; Biomedical Sciences, Federal University of Piauí (UFPI), Parnaíba, Brazil
| | - Pedro Ribeiro
- Brain Mapping and Sensory Motor Integration Laboratory, Institute of Psychiatry of Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, Brazil; Institute of Applied Neuroscience (INA), Rio de Janeiro, Brazil; Bioscience Department (EEFD/ UFRJ), School of Physical Education, Rio de Janeiro, Brazil
| | - Marcele Regine de Carvalho
- Laboratory of Panic & Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil
| | - Rafael Freire
- Laboratory of Panic & Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil
| | - Antonio Egidio Nardi
- Laboratory of Panic & Respiration, Institute of Psychiatry, Federal University of Rio de Janeiro, Brazil
| | - Luis Fernando Basile
- Division of Neurosurgery, University of São Paulo Medical School, Brazil; Laboratory of Psychophysiology, Department of Psychology and Phonoaudiology, UMESP, Brazil
| | - Bruna Velasques
- Neurophysiology and Neuropsychology of Attention Laboratory, Institute of Psychiatry of the Federal University of Rio de Janeiro (IPUB/UFRJ), Rio de Janeiro, RJ, Brazil; Institute of Applied Neuroscience (INA), Rio de Janeiro, Brazil; Bioscience Department (EEFD/ UFRJ), School of Physical Education, Rio de Janeiro, Brazil
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Machado DDCD, Lima GC, Souza Dos Santos R, Ramos AJB, Menezes de Sousa CC, Moreira Dos Santos RP, Coelho KKO, Cagy M, Orsini M, Bastos VH. Comparative analysis electroencephalographic of alpha, Beta and gamma bands of a healthy individual and one with hemiparesis. J Phys Ther Sci 2014; 26:801-4. [PMID: 25013270 PMCID: PMC4085195 DOI: 10.1589/jpts.26.801] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2013] [Accepted: 12/24/2013] [Indexed: 11/24/2022] Open
Abstract
[Purpose] The study analyzed the electroencephalographic (EEG) data of the central
cortical areas, during execution of the motor gestures of feeding, activation of the
system of mirror neurons, and imagery between a right hemiparetic volunteer (RHV) and a
healthy volunteer (HV). [Subjects and Methods] The volunteers’ EEG data were recorded with
their eyes open for 4 minutes while they performed five experimental tasks. [Results] The
alpha band, absolute power value of HV was lower than that of RHV. In the beta band,
during the practice condition, there was an increase in the magnitude of the absolute
power value of HV at T3, possibly because T3 is representative of secondary motor areas
that work with cortical neurons related to planning and organizing sequence of movements
performed by the hands. The gamma band is related to the state of preparation for movement
and memory. The results of this study indicate that there was increased activation of the
gamma frequency band of HV. [Conclusion] The findings of this study have revealed the
changes in pattern characteristics of each band which may be associated with the brain
injury of the hemiparetic patient.
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Affiliation(s)
- Dionis de Castro Dutra Machado
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil ; Brain Mapping and Sensory Motor Integration Laboratory, Federal University of Rio de Janeiro (IPUB/UFRJ), Brazil
| | - Glenda Crispim Lima
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
| | - Rodrigo Souza Dos Santos
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
| | - Amanda Júlia Bezerra Ramos
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
| | - Cáio César Menezes de Sousa
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
| | | | - Karyna Kelly Oliveira Coelho
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
| | - Mauricio Cagy
- Brain Mapping and Sensory Motor Integration Laboratory, Federal University of Rio de Janeiro (IPUB/UFRJ), Brazil
| | - Marco Orsini
- Master Program of the Rehabilitation Science, UNISUAM, Brazil
| | - Victor Hugo Bastos
- Department of Physical Therapy, Federal University of Piauí, Brazil ; Brain Mapping and Functionality Laboratory (LAMCEF), Federal University of Piauí, Brazil
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