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Hosoda C, Ochiai R, Hosokawa K, Nakamura Y, Matsuhashi T, Okanoya K. The role of frontal pole cortex and personalized feedback in sustaining future-oriented healthy dietary behaviors. Sci Rep 2025; 15:15416. [PMID: 40316632 PMCID: PMC12048544 DOI: 10.1038/s41598-025-98655-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 04/14/2025] [Indexed: 05/04/2025] Open
Abstract
Lifestyle-related diseases remain a significant public health concern, highlighting the need to promote sustained health behaviors, particularly among young adults. The present study examines the role of the frontal pole cortex (FPC)-known for supporting persistence towards near-term goals-in promoting long-term health behavior change. Fifty participants were engaged over a 27-day period, during which they maintained daily food diaries. Participants were divided into two groups: one receiving Personalized Feedback (PF) tailored to individual dietary habits and another receiving Control Feedback (CF) involving general nutritional information. The PF group demonstrated higher engagement in diary completion, improved nutritional intake, and better mental health marked by a significant reduction in trait anxiety compared to the CF group. Notably, a distinct correlation between FPC structural features-cortical thickness, T1-weighted/T2-weighted ratio, and fractional anisotropy-and the frequency of diary loggings was observed exclusively in the CF group. This finding suggests that the structural prosperity of the FPC is associated with engagement levels without the modulation effects of personalized feedback. These outcomes highlight the potential of personalized feedback to utilize FPC-related mechanisms for enhancing long-term dietary habits, emphasizing the importance of considering neurobiological traits in health behavior interventions.
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Affiliation(s)
- Chihiro Hosoda
- Graduate School of Information Sciences, Tohoku University, 6-3-09 Aoba, Aramaki-aza Aoba-ku, Sendai, Miyagi, 980-8579, Japan.
- Institute of Development, Aging, and Cancer, Tohoku University, Sendai, Miyagi, Japan.
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan.
- Advanced Comprehensive Research Organization, Teikyo University, Tokyo, Japan.
| | - Ryuji Ochiai
- Human Health Care Products Research, Kao Corporation, Tokyo, Japan
| | - Kenchi Hosokawa
- Graduate School of Information Sciences, Tohoku University, 6-3-09 Aoba, Aramaki-aza Aoba-ku, Sendai, Miyagi, 980-8579, Japan
| | - Yuko Nakamura
- Center for Evolutionary Cognitive Sciences, Graduate School of Art and Sciences, The University of Tokyo, Tokyo, Japan
| | - Takuto Matsuhashi
- Graduate School of Information Sciences, Tohoku University, 6-3-09 Aoba, Aramaki-aza Aoba-ku, Sendai, Miyagi, 980-8579, Japan
| | - Kazuo Okanoya
- Department of Life Sciences, Graduate School of Arts and Sciences, The University of Tokyo, Tokyo, Japan
- Advanced Comprehensive Research Organization, Teikyo University, Tokyo, Japan
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2
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Kapetaniou GE, Soutschek A. Beyond impulse control - toward a comprehensive neural account of future-oriented decision making. Neurosci Biobehav Rev 2025; 172:106115. [PMID: 40122359 DOI: 10.1016/j.neubiorev.2025.106115] [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: 12/04/2024] [Revised: 03/10/2025] [Accepted: 03/16/2025] [Indexed: 03/25/2025]
Abstract
The dominant focus of current neural models of future-oriented decision making is on the interplay between the brain's reward system and a frontoparietal network thought to implement impulse control. Here, we propose a re-interpretation of the contribution of frontoparietal activation to future-oriented behavior and argue that future-oriented decisions are influenced by a variety of psychological mechanisms implemented by dissociable brain mechanisms. We review the literature on the neural mechanisms underlying the influence of prospection, retrospection, framing, metacognition, and automatization on future-oriented decisions. We propose that the prefrontal cortex contributes to future-oriented decisions not by exerting impulse control but by constructing and updating the value of abstract future rewards. These prefrontal value representations interact with regions involved in reward processing (neural reward system), prospection (hippocampus, temporal cortex), metacognition (frontopolar cortex), and habitual behavior (dorsal striatum). The proposed account of the brain mechanisms underlying future-oriented decisions has several implications for both basic and clinical research: First, by reconciling the idea of frontoparietal control processes with construal accounts of intertemporal choice, we offer an alternative interpretation of the canonical prefrontal activation during future-oriented decisions. Second, we highlight the need for obtaining a better understanding of the neural mechanisms underlying future-oriented decisions beyond impulse control and of their contribution to myopic decisions in clinical disorders. Such a widened focus may, third, stimulate the development of novel neural interventions for the treatment of pathological impulsive decision making.
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Affiliation(s)
- Georgia E Kapetaniou
- Department of Management, Technology and Economics, ETH Zurich, Zurich, Switzerland
| | - Alexander Soutschek
- Department for Psychology, Ludwig-Maximilians-Universität München, Munich, Germany.
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3
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Kapetaniou GE, Vural G, Soutschek A. Frontoparietal theta stimulation causally links working memory with impulsive decision making. Cortex 2025; 185:240-249. [PMID: 40090138 DOI: 10.1016/j.cortex.2025.02.012] [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: 10/17/2024] [Revised: 12/19/2024] [Accepted: 02/25/2025] [Indexed: 03/18/2025]
Abstract
Delaying gratification in value-based decision making is canonically related to activation in the dorsolateral prefrontal cortex (dlPFC), but past research neglected that the dlPFC is part of a larger frontoparietal network. It is therefore unknown whether the dlPFC causally implements delay of gratification in concert with posterior parts of the frontoparietal network rather than in isolation. Here, we addressed this gap by testing the effects of frontoparietal theta synchronization and desynchronization on impulsive decision making using transcranial alternating current stimulation (tACS). Healthy participants performed an intertemporal choice task and a 3-back working memory task while left frontal and parietal cortices were stimulated with a 5 Hz theta frequency at in-phase (synchronization), anti-phase (desynchronization), or sham tACS. We found frontoparietal in-phase theta tACS to improve working memory performance, while in the decision task anti-phase tACS was associated with more impulsive choices and stronger hyperbolic discounting of future rewards. Overall, our findings suggest that future-oriented decision making might causally rely on synchronous activation in a frontoparietal network related to working memory.
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Affiliation(s)
| | - Gizem Vural
- Department of Psychology, Ludwig-Maximilians-Universität (LMU), Munich, Germany; Department of Psychiatry and Psychotherapy, University Hospital LMU, Munich, Germany
| | - Alexander Soutschek
- Department of Psychology, Ludwig-Maximilians-Universität (LMU), Munich, Germany.
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4
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Adamczyk AK, Bramson B, Koch SBJ, Wyczesany M, van Peer JM, Roelofs K. Lateral frontopolar theta-band activity supports flexible switching between emotion regulation strategies. Sci Rep 2025; 15:10900. [PMID: 40157972 PMCID: PMC11954941 DOI: 10.1038/s41598-025-91177-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Accepted: 02/18/2025] [Indexed: 04/01/2025] Open
Abstract
Flexible emotion regulation is essential for mental health and well-being. However, neurocognitive mechanisms supporting emotion regulation flexibility remain unclear. Lateral frontal pole (FPl) contributes to flexible behavior by monitoring the efficacy of alternative strategies. This preregistered study examines if FPl also supports flexible use of emotion regulation strategies. It focuses on pre-decision theta-band activity as a potential indicator of this adaptive process. Sixty-three participants performed an emotion regulation strategy-switching task, involving three phases: (1) implementing an instructed (reappraisal or distraction) strategy, (2) deciding whether to 'maintain' the current or 'switch' to the alternative strategy, and (3) implementing the chosen strategy. Results showed that switching is predicted by the reduced efficacy of an initial emotion regulation strategy (indexed with EMG corrugator activity) and is made in accordance with situational demands (stimulus reappraisal affordances). Critically, switching to an alternative emotion regulation strategy is associated with increased theta-band power in FPl around the time of the decision. These findings support the previously established role of FPl theta-band activity in monitoring counterfactual efficacy of alternative strategies. Crucially, they extend this notion to cognitive emotion regulation, thereby offering promising neural targets for stimulation-based therapies aimed at enhancing emotion regulation flexibility in affective psychopathologies.
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Affiliation(s)
- Agnieszka K Adamczyk
- Psychophysiology Laboratory, Institute of Psychology, Jagiellonian University, Krakow, Poland.
- Experimental Psychopathology and Treatment, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands.
| | - Bob Bramson
- Experimental Psychopathology and Treatment, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
- Affective Neuroscience, Donders Centre for Cognitive Neuroimaging, Radboud University, Nijmegen, The Netherlands
| | - Saskia B J Koch
- Affective Neuroscience, Donders Centre for Cognitive Neuroimaging, Radboud University, Nijmegen, The Netherlands
| | - Miroslaw Wyczesany
- Psychophysiology Laboratory, Institute of Psychology, Jagiellonian University, Krakow, Poland
| | - Jacobien M van Peer
- Experimental Psychopathology and Treatment, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
| | - Karin Roelofs
- Experimental Psychopathology and Treatment, Behavioural Science Institute, Radboud University, Nijmegen, The Netherlands
- Affective Neuroscience, Donders Centre for Cognitive Neuroimaging, Radboud University, Nijmegen, The Netherlands
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5
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Mattes RS, Soutschek A. Brain stimulation over dorsomedial prefrontal cortex causally affects metacognitive bias but not mentalising. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2025:10.3758/s13415-025-01277-1. [PMID: 40011401 DOI: 10.3758/s13415-025-01277-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/03/2025] [Indexed: 02/28/2025]
Abstract
Despite the importance of metacognition for everyday decision-making, its neural substrates are far from understood. Recent neuroimaging studies linked metacognitive processes to dorsomedial prefrontal cortex (dmPFC), a region known to be involved in monitoring task difficulty. dmPFC is also thought to be involved in mentalising, consistent with theoretical accounts of metacognition as a self-directed subform of mentalising. However, it is unclear whether, and if so how, dmPFC causally affects metacognitive judgements, and whether this can be explained by a more general role of dmPFC for mentalising. To test this, participants performed two tasks targeting metacognition in perceptual decisions and mentalising whilst undergoing excitatory anodal versus sham dmPFC tDCS. dmPFC tDCS significantly decreased subjective confidence reports while leaving first-level performance in accuracy and reaction times unaffected, suggesting a causal contribution of dmPFC to representing metacognitive bias. Furthermore, we found no effect of dmPFC tDCS on neither metacognitive sensitivity and efficiency nor on mentalising, providing no evidence for an overlap between perceptual metacognition and mentalising in the dmPFC. Together, our findings highlight the dmPFC's causal role in metacognition by representing subjective confidence during evaluations of cognitive performance.
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Affiliation(s)
- Rebekka S Mattes
- Department for Psychology, Ludwig-Maximilians-Universität München, Leopoldstr. 13, 80802, Munich, Germany.
| | - Alexander Soutschek
- Department for Psychology, Ludwig-Maximilians-Universität München, Leopoldstr. 13, 80802, Munich, Germany
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6
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Miyamoto K, Harbison C, Tanaka S, Saito M, Luo S, Matsui S, Sankhe P, Mahmoodi A, Lin M, Trudel N, Shea N, Rushworth MFS. Asymmetric projection of introspection reveals a behavioural and neural mechanism for interindividual social coordination. Nat Commun 2025; 16:295. [PMID: 39833224 PMCID: PMC11747205 DOI: 10.1038/s41467-024-55202-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 11/29/2024] [Indexed: 01/22/2025] Open
Abstract
When we collaborate with others to tackle novel problems, we anticipate how they will perform their part of the task to coordinate behavior effectively. We might estimate how well someone else will perform by extrapolating from estimates of how well we ourselves would perform. This account predicts that our metacognitive model should make accurate predictions when projected onto people as good as, or worse than, us but not on those whose abilities exceed our own. We demonstrate just such a pattern and that it leads to worse coordination when working with people more skilled than ourselves. Metacognitive projection is associated with a specific activity pattern in anterior lateral prefrontal cortex (alPFC47). Manipulation of alPFC47 activity altered metacognitive projection and impaired interpersonal social coordination. By contrast, monitoring of other individuals' observable performance and outcomes is associated with a distinct pattern of activity in the posterior temporal parietal junction (TPJp).
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Affiliation(s)
- Kentaro Miyamoto
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan.
| | - Caroline Harbison
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Shiho Tanaka
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan
| | - Marina Saito
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan
| | - Shuyi Luo
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Sara Matsui
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan
| | - Pranav Sankhe
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Ali Mahmoodi
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Mingming Lin
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan
| | - Nadescha Trudel
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
- Max Planck UCL Centre for Computational Psychiatry and Ageing Research, London, UK
- Wellcome Centre for Human Neuroimaging, University College London, London, UK
| | - Nicholas Shea
- Institute of Philosophy, School of Advanced Study, University of London, London, UK
- Faculty of Philosophy, University of Oxford, Oxford, UK
| | - Matthew F S Rushworth
- Department of Experimental Psychology, University of Oxford, Oxford, UK
- Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
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7
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Wynn SC, Marshall TR, Nyhus E. Utilizing tACS to enhance memory confidence and EEG to predict individual differences in brain stimulation efficacy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.27.596015. [PMID: 38854074 PMCID: PMC11160642 DOI: 10.1101/2024.05.27.596015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
The information transfer necessary for successful memory retrieval is believed to be mediated by theta and gamma oscillations. These oscillations have been linked to memory processes in electrophysiological studies, which were correlational in nature. In the current study, we used transcranial alternating current stimulation (tACS) to externally modulate brain oscillations to examine its direct effects on memory performance. Participants received sham, theta (4 Hz), and gamma (50 Hz) tACS over frontoparietal regions while retrieving information in a source memory paradigm. Linear regression models were used to investigate the direct effects of oscillatory non-invasive brain stimulation (NIBS) on memory accuracy and confidence. Our results indicate that both theta and gamma tACS altered memory confidence. Specifically, theta tACS seemed to lower the threshold for confidence in retrieved information, while gamma tACS appeared to alter the memory confidence bias. Furthermore, the individual differences in tACS effects could be predicted from electroencephalogram (EEG) measures recorded prior to stimulation, suggesting that EEG could be a useful tool for predicting individual variability in the efficacy of NIBS.
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Affiliation(s)
- Syanah C Wynn
- Neuroimaging Center, Johannes Gutenberg University Medical Center Mainz, Mainz, Germany
- Department of Psychology and Program in Neuroscience, Bowdoin College, Brunswick, ME, United States
- Centre for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, UK
| | - Tom R Marshall
- Centre for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, UK
| | - Erika Nyhus
- Department of Psychology and Program in Neuroscience, Bowdoin College, Brunswick, ME, United States
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8
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Shintaki R, Tanaka D, Suzuki S, Yoshimoto T, Sadato N, Chikazoe J, Jimura K. Continuous decision to wait for a future reward is guided by fronto-hippocampal anticipatory dynamics. Cereb Cortex 2024; 34:bhae217. [PMID: 38798003 DOI: 10.1093/cercor/bhae217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2023] [Revised: 05/02/2024] [Accepted: 05/08/2024] [Indexed: 05/29/2024] Open
Abstract
Deciding whether to wait for a future reward is crucial for surviving in an uncertain world. While seeking rewards, agents anticipate a reward in the present environment and constantly face a trade-off between staying in their environment or leaving it. It remains unclear, however, how humans make continuous decisions in such situations. Here, we show that anticipatory activity in the anterior prefrontal cortex, ventrolateral prefrontal cortex, and hippocampus underpins continuous stay-leave decision-making. Participants awaited real liquid rewards available after tens of seconds, and their continuous decision was tracked by dynamic brain activity associated with the anticipation of a reward. Participants stopped waiting more frequently and sooner after they experienced longer delays and received smaller rewards. When the dynamic anticipatory brain activity was enhanced in the anterior prefrontal cortex, participants remained in their current environment, but when this activity diminished, they left the environment. Moreover, while experiencing a delayed reward in a novel environment, the ventrolateral prefrontal cortex and hippocampus showed anticipatory activity. Finally, the activity in the anterior prefrontal cortex and ventrolateral prefrontal cortex was enhanced in participants adopting a leave strategy, whereas those remaining stationary showed enhanced hippocampal activity. Our results suggest that fronto-hippocampal anticipatory dynamics underlie continuous decision-making while anticipating a future reward.
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Affiliation(s)
- Reiko Shintaki
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan
| | - Daiki Tanaka
- Department of Biosciences and Informatics, Keio University, 3-14-1 Hiyoshi, Kohoku-ku, Yokohama, 223-8522, Japan
| | - Shinsuke Suzuki
- Centre for Brain, Mind and Markets, The University of Melbourne, Grattan Street, Parkville, Victoria, 3010, Australia
- Faculty of Social Data Science and HIAS Brain Research Center, Hitotsubashi University, 2-1 Naka, Kunitachi, 186-8601, Japan
| | - Takaaki Yoshimoto
- Research Organization of Science and Technology, Ritsumeikan University, 1-1-1, Nojihigashi, Kusatsu, 525-8577, Japan
- Section of Brain Function Information, Supportive Center for Brain Research, National Institute for Physiological Sciences, 38 Nishigonaka, Myodaiji, Okazaki, 444-8585, Japan
| | - Norihiro Sadato
- Research Organization of Science and Technology, Ritsumeikan University, 1-1-1, Nojihigashi, Kusatsu, 525-8577, Japan
- Section of Brain Function Information, Supportive Center for Brain Research, National Institute for Physiological Sciences, 38 Nishigonaka, Myodaiji, Okazaki, 444-8585, Japan
| | - Junichi Chikazoe
- Section of Brain Function Information, Supportive Center for Brain Research, National Institute for Physiological Sciences, 38 Nishigonaka, Myodaiji, Okazaki, 444-8585, Japan
- Araya, Inc., 1-11 Kanda Sakuma-cho, Chiyoda, Tokyo, 101-0025, Japan
| | - Koji Jimura
- Department of Informatics, Gunma University, 4-2 Aramaki-machi, Maebashi, 371-8510, Japan
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9
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Christian P, Kapetaniou GE, Soutschek A. Causal roles of prefrontal and temporo-parietal theta oscillations for inequity aversion. Soc Cogn Affect Neurosci 2023; 18:nsad061. [PMID: 37930808 PMCID: PMC10642380 DOI: 10.1093/scan/nsad061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/28/2023] [Accepted: 10/31/2023] [Indexed: 11/08/2023] Open
Abstract
The right temporo-parietal junction (rTPJ) and the right lateral prefrontal cortex (rLPFC) are known to play prominent roles in human social behaviour. However, it remains unknown which brain rhythms in these regions contribute to trading-off fairness norms against selfish interests as well as whether the influence of these oscillations depends on whether fairness violations are advantageous or disadvantageous for a decision maker. To answer these questions, we used non-invasive transcranial alternating current stimulation (tACS) to determine which brain rhythms in rTPJ and rLPFC are causally involved in moderating aversion to advantageous and disadvantageous inequity. Our results show that theta oscillations in rTPJ strengthen the aversion to unequal splits, which is statistically mediated by the rTPJ's role for perspective taking. In contrast, theta tACS over rLPFC enhanced the preference for outcome-maximizing unequal choices more strongly for disadvantageous compared to advantageous outcome distributions. Taken together, we provide evidence that neural oscillations in rTPJ and rLPFC have distinct causal roles in implementing inequity aversion, which can be explained by their involvement in distinct psychological processes.
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Affiliation(s)
- Patricia Christian
- Department of Psychology, Ludwig Maximilians University Munich, Munich, Germany
- Graduate School of Systemic Neurosciences, Department of Biology, Ludwig Maximilians University Munich, Munich, Germany
| | - Georgia E Kapetaniou
- Department of Psychology, Ludwig Maximilians University Munich, Munich, Germany
- Graduate School of Systemic Neurosciences, Department of Biology, Ludwig Maximilians University Munich, Munich, Germany
| | - Alexander Soutschek
- Department of Psychology, Ludwig Maximilians University Munich, Munich, Germany
- Graduate School of Systemic Neurosciences, Department of Biology, Ludwig Maximilians University Munich, Munich, Germany
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10
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Miyamoto K, Rushworth MFS, Shea N. Imagining the future self through thought experiments. Trends Cogn Sci 2023; 27:446-455. [PMID: 36801162 DOI: 10.1016/j.tics.2023.01.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 01/23/2023] [Accepted: 01/23/2023] [Indexed: 02/19/2023]
Abstract
The ability of the mind to conceptualize what is not present is essential. It allows us to reason counterfactually about what might have happened had events unfolded differently or had another course of action been taken. It allows us to think about what might happen - to perform 'Gedankenexperimente' (thought experiments) - before we act. However, the cognitive and neural mechanisms mediating this ability are poorly understood. We suggest that the frontopolar cortex (FPC) keeps track of and evaluates alternative choices (what we might have done), whereas the anterior lateral prefrontal cortex (alPFC) compares simulations of possible future scenarios (what we might do) and evaluates their reward values. Together, these brain regions support the construction of suppositional scenarios.
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Affiliation(s)
- Kentaro Miyamoto
- Laboratory for Imagination and Executive Functions, RIKEN Center for Brain Science, Wako, Japan.
| | - Matthew F S Rushworth
- Department of Experimental Psychology, University of Oxford, Oxford, UK; Wellcome Centre for Integrative Neuroimaging, University of Oxford, Oxford, UK
| | - Nicholas Shea
- Institute of Philosophy, School of Advanced Study, University of London, London, UK; Faculty of Philosophy, University of Oxford, Oxford, UK
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11
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Wischnewski M, Alekseichuk I, Opitz A. Neurocognitive, physiological, and biophysical effects of transcranial alternating current stimulation. Trends Cogn Sci 2023; 27:189-205. [PMID: 36543610 PMCID: PMC9852081 DOI: 10.1016/j.tics.2022.11.013] [Citation(s) in RCA: 80] [Impact Index Per Article: 40.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 11/23/2022] [Accepted: 11/26/2022] [Indexed: 12/23/2022]
Abstract
Transcranial alternating current stimulation (tACS) can modulate human neural activity and behavior. Accordingly, tACS has vast potential for cognitive research and brain disorder therapies. The stimulation generates oscillating electric fields in the brain that can bias neural spike timing, causing changes in local neural oscillatory power and cross-frequency and cross-area coherence. tACS affects cognitive performance by modulating underlying single or nested brain rhythms, local or distal synchronization, and metabolic activity. Clinically, stimulation tailored to abnormal neural oscillations shows promising results in alleviating psychiatric and neurological symptoms. We summarize the findings of tACS mechanisms, its use for cognitive applications, and novel developments for personalized stimulation.
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Affiliation(s)
- Miles Wischnewski
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA
| | - Ivan Alekseichuk
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA.
| | - Alexander Opitz
- Department of Biomedical Engineering, University of Minnesota, Minneapolis, MN, USA.
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12
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Redshaw J, Ganea PA. Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210333. [PMID: 36314156 PMCID: PMC9620743 DOI: 10.1098/rstb.2021.0333] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 09/01/2022] [Indexed: 11/05/2022] Open
Abstract
Humans possess the remarkable capacity to imagine possible worlds and to demarcate possibilities and impossibilities in reasoning. We can think about what might happen in the future and consider what the present would look like had the past turned out differently. We reason about cause and effect, weigh up alternative courses of action and regret our mistakes. In this theme issue, leading experts from across the life sciences provide ground-breaking insights into the proximate questions of how thinking about possibilities works and develops, and the ultimate questions of its adaptive functions and evolutionary history. Together, the contributions delineate neurophysiological, cognitive and social mechanisms involved in mentally simulating possible states of reality; and point to conceptual changes in the understanding of singular and multiple possibilities during human development. The contributions also demonstrate how thinking about possibilities can augment learning, decision-making and judgement, and highlight aspects of the capacity that appear to be shared with non-human animals and aspects that may be uniquely human. Throughout the issue, it becomes clear that many developmental milestones achieved during childhood, and many of the most significant evolutionary and cultural triumphs of the human species, can only be understood with reference to increasingly complex reasoning about possibilities. This article is part of the theme issue 'Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny'.
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Affiliation(s)
- Jonathan Redshaw
- School of Psychology, The University of Queensland, Brisbane 4072, Australia
| | - Patricia A. Ganea
- Department of Applied Psychology and Human Development, University of Toronto, Toronto, Canada M5S 1V6
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13
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Bulley A, Lempert KM, Conwell C, Irish M, Schacter DL. Intertemporal choice reflects value comparison rather than self-control: insights from confidence judgements. Philos Trans R Soc Lond B Biol Sci 2022; 377:20210338. [PMID: 36314145 PMCID: PMC9619231 DOI: 10.1098/rstb.2021.0338] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 05/24/2022] [Indexed: 12/21/2023] Open
Abstract
Intertemporal decision-making has long been assumed to measure self-control, with prominent theories treating choices of smaller, sooner rewards as failed attempts to override immediate temptation. If this view is correct, people should be more confident in their intertemporal decisions when they 'successfully' delay gratification than when they do not. In two pre-registered experiments with built-in replication, adult participants (n = 117) made monetary intertemporal choices and rated their confidence in having made the right decisions. Contrary to assumptions of the self-control account, confidence was not higher when participants chose delayed rewards. Rather, participants were more confident in their decisions when possible rewards were further apart in time-discounted subjective value, closer to the present, and larger in magnitude. Demonstrating metacognitive insight, participants were more confident in decisions that better aligned with their separate valuation of possible rewards. Decisions made with less confidence were more prone to changes-of-mind and more susceptible to a patience-enhancing manipulation. Together, our results establish that confidence in intertemporal choice tracks uncertainty in estimating and comparing the value of possible rewards-just as it does in decisions unrelated to self-control. Our findings challenge self-control views and instead cast intertemporal choice as a form of value-based decision-making about future possibilities. This article is part of the theme issue 'Thinking about possibilities: mechanisms, ontogeny, functions and phylogeny'.
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Affiliation(s)
- Adam Bulley
- The University of Sydney School of Psychology and Brain and Mind Centre, Sydney, NSW 2050, Australia
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA
| | - Karolina M. Lempert
- Department of Psychology, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Colin Conwell
- Department of Psychology, Harvard University, Cambridge, MA 02138, USA
| | - Muireann Irish
- The University of Sydney School of Psychology and Brain and Mind Centre, Sydney, NSW 2050, Australia
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14
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Soutschek A, Nadporozhskaia L, Christian P. Brain stimulation over dorsomedial prefrontal cortex modulates effort-based decision making. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2022; 22:1264-1274. [PMID: 35729467 PMCID: PMC9622516 DOI: 10.3758/s13415-022-01021-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 06/11/2022] [Indexed: 01/27/2023]
Abstract
Deciding whether to engage in strenuous mental activities requires trading-off the potential benefits against the costs of mental effort, but it is unknown which brain rhythms are causally involved in such cost-benefit calculations. We show that brain stimulation targeting midfrontal theta oscillations increases the engagement in goal-directed mental effort. Participants received transcranial alternating current stimulation over dorsomedial prefrontal cortex while deciding whether they are willing to perform a demanding working memory task for monetary rewards. Midfrontal theta tACS increased the willingness to exert mental effort for rewards while leaving working memory performance unchanged. Computational modelling using a hierarchical Bayesian drift diffusion model suggests that theta tACS shifts the starting bias before evidence accumulation towards high reward-high effort options without affecting the velocity of the evidence accumulation process. Our findings suggest that the motivation to engage in goal-directed mental effort can be increased via midfrontal tACS.
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Affiliation(s)
- Alexander Soutschek
- Department for Psychology, Ludwig Maximilian University Munich, Leopoldstr. 13, 80802, Munich, Germany.
| | - Lidiia Nadporozhskaia
- Department for Psychology, Ludwig Maximilian University Munich, Leopoldstr. 13, 80802, Munich, Germany
- Department of Biology, Graduate School for Systemic Neurosciences, Ludwig Maximilian University Munich, Munich, Germany
- Institute of Molecular and Clinical Ophthalmology, University of Basel, Basel, Switzerland
| | - Patricia Christian
- Department for Psychology, Ludwig Maximilian University Munich, Leopoldstr. 13, 80802, Munich, Germany
- Department of Biology, Graduate School for Systemic Neurosciences, Ludwig Maximilian University Munich, Munich, Germany
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15
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Soutschek A, Bulley A, Wittekind CE. Metacognitive deficits are associated with lower sensitivity to preference reversals in nicotine dependence. Sci Rep 2022; 12:19787. [PMID: 36396945 PMCID: PMC9671892 DOI: 10.1038/s41598-022-24332-0] [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: 08/09/2022] [Accepted: 11/14/2022] [Indexed: 11/19/2022] Open
Abstract
Deficits in impulse control belong to the core profile of nicotine dependence. Smokers might thus benefit from voluntarily self-restricting their access to the immediate temptation of nicotine products (precommitment) in order to avoid impulse control failures. However, little is known about how smokers' willingness to engage in voluntary self-restrictions is determined by metacognitive insight into their general preferences for immediate over delayed rewards. Here, with a series of monetary intertemporal choice tasks, we provide empirical evidence for reduced metacognitive accuracy in smokers relative to non-smokers and show that smokers overestimate the subjective value of delayed rewards relative to their revealed preferences. In line with the metacognitive deficits, smokers were also less sensitive to the risk of preference reversals when deciding whether or not to restrict their access to short-term financial rewards. Taken together, the current findings suggest that deficits not only in impulse control but also in metacognition may hamper smokers' resistance to immediate rewards and capacity to pursue long-term goals.
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Affiliation(s)
- Alexander Soutschek
- grid.5252.00000 0004 1936 973XChair of Experimental and General Psychology, Department of Psychology, Ludwig Maximilian University Munich, Leopoldstr. 13, 80802 Munich, Germany
| | - Adam Bulley
- grid.1013.30000 0004 1936 834XThe University of Sydney, School of Psychology and Brain and Mind Centre, Sydney, Australia ,grid.38142.3c000000041936754XDepartment of Psychology, Harvard University, Cambridge, USA
| | - Charlotte E. Wittekind
- grid.5252.00000 0004 1936 973XChair of Clinical Psychology, Department of Psychology, Ludwig Maximilian University Munich, Munich, Germany
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16
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Hogeveen J, Medalla M, Ainsworth M, Galeazzi JM, Hanlon CA, Mansouri FA, Costa VD. What Does the Frontopolar Cortex Contribute to Goal-Directed Cognition and Action? J Neurosci 2022; 42:8508-8513. [PMID: 36351824 PMCID: PMC9665930 DOI: 10.1523/jneurosci.1143-22.2022] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Revised: 08/30/2022] [Accepted: 08/31/2022] [Indexed: 11/17/2022] Open
Abstract
Understanding the unique functions of different subregions of primate prefrontal cortex has been a longstanding goal in cognitive neuroscience. Yet, the anatomy and function of one of its largest subregions (the frontopolar cortex) remain enigmatic and underspecified. Our Society for Neuroscience minisymposium Primate Frontopolar Cortex: From Circuits to Complex Behaviors will comprise a range of new anatomic and functional approaches that have helped to clarify the basic circuit anatomy of the frontal pole, its functional involvement during performance of cognitively demanding behavioral paradigms in monkeys and humans, and its clinical potential as a target for noninvasive brain stimulation in patients with brain disorders. This review consolidates knowledge about the anatomy and connectivity of frontopolar cortex and provides an integrative summary of its function in primates. We aim to answer the question: what, if anything, does frontopolar cortex contribute to goal-directed cognition and action?
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Affiliation(s)
- Jeremy Hogeveen
- Department of Psychology & Psychology Clinical Neuroscience Center, University of New Mexico, Albuquerque, NM 87131
| | - Maria Medalla
- Department of Anatomy & Neurobiology, Boston University, Boston, MA 02118
| | - Matthew Ainsworth
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom, OX2 6GG
| | - Juan M Galeazzi
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom, OX2 6GG
| | - Colleen A Hanlon
- Department of Cancer Biology
- Department of Physiology and Pharmacology, Wake Forest School of Medicine, Winston-Salem, NC 27101
| | - Farshad Alizadeh Mansouri
- Department of Physiology, Monash Biomedicine Discovery Institute, Clayton Victoria, 3800, Australia
- ARC Centre for Integrative Brain Function, Monash University, Clayton Victoria, 3800, Australia
| | - Vincent D Costa
- Division of Neuroscience, Oregon National Primate Research Center, Beaverton, OR 97006
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17
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Zhang P, Yan J, Liu Z, Yu H, Zhao R, Zhou Q. Extreme conditions affect neuronal oscillations of cerebral cortices in humans in the China Space Station and on Earth. Commun Biol 2022; 5:1041. [PMID: 36180522 PMCID: PMC9525319 DOI: 10.1038/s42003-022-04018-z] [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: 04/21/2022] [Accepted: 09/21/2022] [Indexed: 02/06/2023] Open
Abstract
Rhythmical oscillations of neural populations can reflect working memory performance. However, whether neuronal oscillations of the cerebral cortex change in extreme environments, especially in a space station, remains unclear. Here, we recorded electroencephalography (EEG) signals when volunteers and astronauts were executing a memory task in extreme working conditions. Our experiments showed that two extreme conditions affect neuronal oscillations of the cerebral cortex and manifest in different ways. Lengthy periods of mental work impairs the gating mechanism formed by theta-gamma phase-amplitude coupling of two cortical areas, and sleep deprivation disrupts synaptic homeostasis, as reflected by the substantial increase in theta wave activity in the cortical frontal-central area. In addition, we excluded the possibility that nutritional supply or psychological situations caused decoupled theta-gamma phase-amplitude coupling or an imbalance in theta wave activity increase. Therefore, we speculate that the decoupled theta-gamma phase-amplitude coupling detected in astronauts results from their lengthy periods of mental work in the China Space Station. Furthermore, comparing preflight and inflight experiments, we find that long-term spaceflight and other hazards in the space station could worsen this decoupling evolution. This particular neuronal oscillation mechanism in the cerebral cortex could guide countermeasures for the inadaptability of humans working in spaceflight.
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Affiliation(s)
- Peng Zhang
- grid.64939.310000 0000 9999 1211School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China ,grid.64939.310000 0000 9999 1211Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191 China
| | - Juan Yan
- grid.198530.60000 0000 8803 2373China CDC Key Laboratory of Radiological Protection and Nuclear Emergency, National Institute for Radiological Protection, Chinese Center for Disease Control and Prevention, Beijing, 100088 China
| | - Zhongqi Liu
- grid.64939.310000 0000 9999 1211School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China ,grid.64939.310000 0000 9999 1211Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191 China
| | - Hongqiang Yu
- grid.418516.f0000 0004 1791 7464China Astronaut Research and Training Center, Beijing, 100193 China
| | - Rui Zhao
- grid.418516.f0000 0004 1791 7464China Astronaut Research and Training Center, Beijing, 100193 China
| | - Qianxiang Zhou
- grid.64939.310000 0000 9999 1211School of Biological Science and Medical Engineering, Beihang University, Beijing, 100191 China ,grid.64939.310000 0000 9999 1211Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University, Beijing, 100191 China
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18
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Liu M, Dong W, Wu Y, Verbeke P, Verguts T, Chen Q. Modulating hierarchical learning by high-definition transcranial alternating current stimulation at theta frequency. Cereb Cortex 2022; 33:4421-4431. [PMID: 36089836 DOI: 10.1093/cercor/bhac352] [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: 06/28/2022] [Revised: 08/09/2022] [Accepted: 08/11/2022] [Indexed: 11/12/2022] Open
Abstract
Considerable evidence highlights the dorsolateral prefrontal cortex (DLPFC) as a key region for hierarchical (i.e. multilevel) learning. In a previous electroencephalography (EEG) study, we found that the low-level prediction errors were encoded by frontal theta oscillations (4-7 Hz), centered on right DLPFC (rDLPFC). However, the causal relationship between frontal theta oscillations and hierarchical learning remains poorly understood. To investigate this question, in the current study, participants received theta (6 Hz) and sham high-definition transcranial alternating current stimulation (HD-tACS) over the rDLPFC while performing the probabilistic reversal learning task. Behaviorally, theta tACS induced a significant reduction in accuracy for the stable environment, but not for the volatile environment, relative to the sham condition. Computationally, we implemented a combination of a hierarchical Bayesian learning and a decision model. Theta tACS induced a significant increase in low-level (i.e. probability-level) learning rate and uncertainty of low-level estimation relative to sham condition. Instead, the temperature parameter of the decision model, which represents (inverse) decision noise, was not significantly altered due to theta stimulation. These results indicate that theta frequency may modulate the (low-level) learning rate. Furthermore, environmental features (e.g. its stability) may determine whether learning is optimized as a result.
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Affiliation(s)
- Meng Liu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Wenshan Dong
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Yiling Wu
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
| | - Pieter Verbeke
- Department of Experimental Psychology, Ghent University, B-9000 Ghent, Belgium
| | - Tom Verguts
- Department of Experimental Psychology, Ghent University, B-9000 Ghent, Belgium
| | - Qi Chen
- Key Laboratory of Brain, Cognition and Education Sciences, Ministry of Education, Guangzhou 510631, China.,School of Psychology, Center for Studies of Psychological Application, and Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou 510631, China
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19
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Liu B, Yan X, Chen X, Wang Y, Gao X. tACS facilitates flickering driving by boosting steady-state visual evoked potentials. J Neural Eng 2021; 18. [PMID: 34962233 DOI: 10.1088/1741-2552/ac3ef3] [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: 08/29/2021] [Accepted: 12/01/2021] [Indexed: 11/12/2022]
Abstract
Objective.There has become of increasing interest in transcranial alternating current stimulation (tACS) since its inception nearly a decade ago. tACS in modulating brain state is an active area of research and has been demonstrated effective in various neuropsychological and clinical domains. In the visual domain, much effort has been dedicated to brain rhythms and rhythmic stimulation, i.e. tACS. However, less is known about the interplay between the rhythmic stimulation and visual stimulation.Approach.Here, we used steady-state visual evoked potential (SSVEP), induced by flickering driving as a widely used technique for frequency-tagging, to investigate the aftereffect of tACS in healthy human subjects. Seven blocks of 64-channel electroencephalogram were recorded before and after the administration of 20min 10Hz tACS, while subjects performed several blocks of SSVEP tasks. We characterized the physiological properties of tACS aftereffect by comparing and validating the temporal, spatial, spatiotemporal and signal-to-noise ratio (SNR) patterns between and within blocks in real tACS and sham tACS.Main results.Our result revealed that tACS boosted the 10Hz SSVEP significantly. Besides, the aftereffect on SSVEP was mitigated with time and lasted up to 5 min.Significance.Our results demonstrate the feasibility of facilitating the flickering driving by external rhythmic stimulation and open a new possibility to alter the brain state in a direction by noninvasive transcranial brain stimulation.
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Affiliation(s)
- Bingchuan Liu
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, People's Republic of China
| | - Xinyi Yan
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, People's Republic of China
| | - Xiaogang Chen
- Institute of Biomedical Engineering, Chinese Academy of Medical Sciences and Peking Union Medical College, Tianjin, People's Republic of China
| | - Yijun Wang
- State Key Laboratory on Integrated Optoelectronics, Institute of Semiconductors, Chinese Academy of Sciences, Beijing, People's Republic of China
| | - Xiaorong Gao
- Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, People's Republic of China
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