1
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Lu J, Gou N, Zhang S, Zhou J, Wang X. Dysfunctional striatal-temporal connectivity is associated with a higher risk for violence in patients with schizophrenia. Psychiatry Res 2025; 348:116488. [PMID: 40203640 DOI: 10.1016/j.psychres.2025.116488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 04/03/2025] [Accepted: 04/03/2025] [Indexed: 04/11/2025]
Abstract
Patients with schizophrenia (SZ) exhibit an elevated risk of violence compared to the general population. However, the neural mechanisms of violence in SZ are still unclear. This study examined the neural correlates linked to violence in SZ and determine whether the brain abnormalities were associated with psychotic symptoms of severe delusions. We performed resting-state functional magnetic resonance imaging and assessed the severity of clinical symptoms and personality traits in 140 male participants, aged 18 to 50 years, comprising 39 violent patients with schizophrenia (VSZ), 45 non-violent patients with schizophrenia (NVSZ), and 56 healthy controls (HC). The results showed increased functional connectivity (FC) in the VSZ group in the right insula - middle frontal gyrus coupling(p < 0.001) and right fusiform gyrus (FFG) - left caudate (CAU) coupling (p < 0.001) as well as decreased FC in the right nucleus accumbens (NAcc) - FFG coupling (p = 0.002), compared to the NVSZ and HC groups. Correlation analysis revealed a negative association between affective deficit and FC of the right NAcc - FFG coupling in the VSZ group only (r = -0.350, p = 0.029). Additionally, suspiciousness correlated negatively with the FC value of the right CAU - left middle temporal gyrus coupling in the VSZ (r = -0.387, p = 0.029) and all-patient groups (r = -0.304, p = 0.023). Our findings suggested that aberrant connections between the cortex and subcortical nuclei, especially the striatal-temporal circuit, might be involved in the neurobiological mechanisms of violence in SZ; at the same time, dysfunction of the CAU might be linked to the disease per se. This study highlighting a specific association between violence and psychopathy rather than symptoms of SZ.
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Affiliation(s)
- Juntao Lu
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China
| | - Ningzhi Gou
- Department of Psychiatry, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China
| | - Simei Zhang
- Shenzhen Mental Health Center, Shenzhen Kangning Hospital, Shenzhen, China
| | - Jiansong Zhou
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China.
| | - Xiaoping Wang
- Department of Psychiatry, National Clinical Research Center for Mental Disorders, and National Center for Mental Disorders, The Second Xiangya Hospital of Central South University, Changsha 410011, Hunan, China.
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2
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Kronemer SI, Bandettini PA, Gonzalez-Castillo J. Sleuthing subjectivity: a review of covert measures of consciousness. Nat Rev Neurosci 2025:10.1038/s41583-025-00934-1. [PMID: 40410390 DOI: 10.1038/s41583-025-00934-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2025] [Indexed: 05/25/2025]
Abstract
Consciousness is private. Although conscious beings directly access their own conscious experiences, the consciousness of others must be inferred through overt report: observable behaviours - such as overt facial expressions, vocalizations and body gestures - that suggest the level, state and content of consciousness. However, overt report is limited because it can be erroneous (for example, resulting from wilful deception or being subject to recall error), absent (for example, during sleep and paralysis) or conflict with research goals (for example, in no-report paradigms and resting-state studies). These limitations encourage the search for covert measures of consciousness: physiological signals that disclose consciousness without relying on overt behaviour. This Review highlights emerging covert measures of consciousness in humans, including eye, skin, respiratory and heart signals. We also address the challenge of distinguishing physiological signals linked to conscious versus unconscious neural processing. Finally, we consider the ethical implications of infringing on the innate privacy of consciousness.
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Affiliation(s)
- Sharif I Kronemer
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA.
| | - Peter A Bandettini
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
- Functional Magnetic Resonance Imaging Core Facility, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
| | - Javier Gonzalez-Castillo
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health, National Institutes of Health, Bethesda, MD, USA
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3
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Pereira M, Faivre N, Bernasconi F, Brandmeir N, Suffridge JE, Tran K, Wang S, Finomore V, Konrad P, Rezai A, Blanke O. Subcortical correlates of consciousness with human single neuron recordings. eLife 2025; 13:RP95272. [PMID: 40401631 PMCID: PMC12097786 DOI: 10.7554/elife.95272] [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] [Indexed: 05/23/2025] Open
Abstract
Subcortical brain structures such as the subthalamic nucleus or the thalamus are involved in regulating motor and cognitive behavior. However, their contribution to perceptual consciousness remains unclear, due to the inherent difficulties of recording subcortical neuronal activity in humans. Here, we asked neurological patients undergoing surgery for deep brain stimulation to detect weak vibrotactile stimuli applied on their hand while recording single neuron activity from the tip of a microelectrode. We isolated putative single neurons in the subthalamic nucleus and thalamus. A significant proportion of neurons modulated their activity while participants were expecting a stimulus. We found that the firing rate of 23% of these neurons differed between detected and undetected stimuli. Our results provide direct neurophysiological evidence of the involvement of the subthalamic nucleus and the thalamus for the detection of vibrotactile stimuli, thereby calling for a less cortico-centric view of the neural correlates of consciousness.
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Affiliation(s)
- Michael Pereira
- Laboratory of Cognitive Neuroscience, Neuro-X Institute & Brain Mind Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL)GenevaSwitzerland
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
- University Grenoble Alpes, Inserm U1216, CHU Grenoble Alpes, Grenoble Institut NeurosciencesGrenobleFrance
| | - Nathan Faivre
- Laboratory of Cognitive Neuroscience, Neuro-X Institute & Brain Mind Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL)GenevaSwitzerland
- University Grenoble Alpes, University Savoie Mont Blanc, CNRS, LPNCGrenobleFrance
| | - Fosco Bernasconi
- Laboratory of Cognitive Neuroscience, Neuro-X Institute & Brain Mind Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL)GenevaSwitzerland
| | - Nicholas Brandmeir
- Departments of Neurosurgery, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
| | - Jacob E Suffridge
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
- Department of Computer Science and Electrical Engineering, West Virginia UniversityMorgantownUnited States
| | - Kaylee Tran
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
| | - Shuo Wang
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
- Department of Computer Science and Electrical Engineering, West Virginia UniversityMorgantownUnited States
- Department of Radiology, Washington University in St. LouisSt. LouisUnited States
| | - Victor Finomore
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
| | - Peter Konrad
- Departments of Neurosurgery, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
| | - Ali Rezai
- Department of Neurosciences, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
- Departments of Neurosurgery, WVU Rockefeller Neuroscience InstituteMorgantownUnited States
| | - Olaf Blanke
- Laboratory of Cognitive Neuroscience, Neuro-X Institute & Brain Mind Institute, Faculty of Life Sciences, Swiss Federal Institute of Technology (EPFL)GenevaSwitzerland
- Department of Clinical Neurosciences, University Hospital GenevaGenevaSwitzerland
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4
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Khalaf A, Lopez E, Li J, Horn A, Edlow BL, Blumenfeld H. Shared subcortical arousal systems across sensory modalities during transient modulation of attention. Neuroimage 2025; 312:121224. [PMID: 40250641 DOI: 10.1016/j.neuroimage.2025.121224] [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: 02/03/2025] [Revised: 04/15/2025] [Accepted: 04/15/2025] [Indexed: 04/20/2025] Open
Abstract
Subcortical arousal systems are known to play a key role in controlling sustained changes in attention and conscious awareness. Recent studies indicate that these systems have a major influence on short-term dynamic modulation of visual attention, but their role across sensory modalities is not fully understood. In this study, we investigated shared subcortical arousal systems across sensory modalities during transient changes in attention using block and event-related fMRI paradigms. We analyzed massive publicly available fMRI datasets collected while 1561 participants performed visual, auditory, tactile, and taste perception tasks. Our analyses revealed a shared circuit of subcortical arousal systems exhibiting early transient increases in activity in midbrain reticular formation and central thalamus across perceptual modalities, as well as less consistent increases in pons, hypothalamus, basal forebrain, and basal ganglia. Identifying these networks is critical for understanding mechanisms of normal attention and consciousness and may help facilitate subcortical targeting for therapeutic neuromodulation.
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Affiliation(s)
- Aya Khalaf
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Erick Lopez
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Jian Li
- Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Andreas Horn
- Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Department of Neurology, Center for Brain Circuit Therapeutics, Brigham & Women's Hospital and Harvard Medical School, Boston, MA, USA; Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Movement Disorders & Neuromodulation Section, Department of Neurology, Charité - Universitätsmedizin, Berlin, Germany
| | - Brian L Edlow
- Department of Neurology, Center for Neurotechnology and Neurorecovery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Hal Blumenfeld
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA; Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA; Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA.
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5
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Albertini D, Del Vecchio M, Sartori I, Pigorini A, Talami F, Zauli FM, Sarasso S, Mikulan EP, Massimini M, Avanzini P. Conscious tactile perception entails distinct neural dynamics within somatosensory areas. Curr Biol 2025:S0960-9822(25)00549-4. [PMID: 40378839 DOI: 10.1016/j.cub.2025.04.052] [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: 10/21/2024] [Revised: 03/17/2025] [Accepted: 04/22/2025] [Indexed: 05/19/2025]
Abstract
Distilling the neural correlates of consciousness (NCCs) in humans is challenging due to limitations in the spatiotemporal resolution of recording techniques and confounds related to pre- and post-perceptual processes. In this study, we leveraged the detailed insights provided by human intracortical recordings to elucidate how somatosensory responses to simple tactile stimuli vary across different stimulus intensities and reporting conditions. Among the various spatiotemporal components of somatosensory processing, we observed tonic responses in posterior perisylvian regions that exhibited all the key characteristics of somatosensory NCCs. These responses remained invariant regardless of reporting, displayed an all-or-nothing pattern at the verge of the sensory threshold, and showed the most pronounced divergence between perceived and non-perceived stimuli. Overall, our findings indicate that conscious perception of simple tactile stimuli depends on higher-order somatosensory regions and that sustained neural dynamics in these areas may serve as an organizational principle of somatosensory awareness.
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Affiliation(s)
- Davide Albertini
- Department of Medicine and Surgery, University of Parma, Via Volturno 39, 43125 Parma, Italy.
| | - Maria Del Vecchio
- Neuroscience Institute, National Research Council of Italy, Via Volturno 39, 43125 Parma, Italy
| | - Ivana Sartori
- Department of Neuroscience, "C. Munari" Epilepsy Surgery Centre, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy
| | - Andrea Pigorini
- Department of Biomedical, Surgical and Dental Sciences, University of Milan, Via della Commenda 10, 20122 Milan, Italy; UOC Maxillo-facial Surgery and Dentistry, Fondazione IRCCS Cà Granda, Ospedale Maggiore Policlinico, Via Francesco Sforza 28, 20122 Milan, Italy
| | - Francesca Talami
- Neuroscience Institute, National Research Council of Italy, Via Volturno 39, 43125 Parma, Italy
| | - Flavia Maria Zauli
- Department of Neuroscience, "C. Munari" Epilepsy Surgery Centre, ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162 Milan, Italy; Department of Philosophy "Piero Martinetti," University of Milan, Via Festa del Perdono 7, 20122 Milan, Italy; Department of Biomedical and Clinical Sciences, University of Milan, Via Giovanni Battista Grassi 74, 20157 Milan, Italy
| | - Simone Sarasso
- Department of Biomedical and Clinical Sciences, University of Milan, Via Giovanni Battista Grassi 74, 20157 Milan, Italy
| | | | - Marcello Massimini
- Department of Biomedical and Clinical Sciences, University of Milan, Via Giovanni Battista Grassi 74, 20157 Milan, Italy; Istituto Di Ricovero e Cura a Carattere Scientifico, Fondazione Don Carlo Gnocchi, Via Alfonso Capecelatro 66, 20148 Milan, Italy
| | - Pietro Avanzini
- Neuroscience Institute, National Research Council of Italy, Via Volturno 39, 43125 Parma, Italy.
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6
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Fang Z, Dang Y, Ping A, Wang C, Zhao Q, Zhao H, Li X, Zhang M. Human high-order thalamic nuclei gate conscious perception through the thalamofrontal loop. Science 2025; 388:eadr3675. [PMID: 40179184 DOI: 10.1126/science.adr3675] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 11/24/2024] [Accepted: 01/17/2025] [Indexed: 04/05/2025]
Abstract
Human high-order thalamic nuclei activity is known to closely correlate with conscious states. However, it is not clear how those thalamic nuclei and thalamocortical interactions directly contribute to the transient process of human conscious perception. We simultaneously recorded stereoelectroencephalography data from the thalamic nuclei and prefrontal cortex (PFC), while patients with implanted electrodes performed a visual consciousness task. Compared with the ventral nuclei and PFC, the intralaminar and medial nuclei presented earlier and stronger consciousness-related activity. Transient thalamofrontal neural synchrony and cross-frequency coupling were both driven by the θ phase of the intralaminar and medial nuclei during conscious perception. The intralaminar and medial thalamic nuclei thus play a gate role to drive the activity of the PFC during the emergence of conscious perception.
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Affiliation(s)
- Zepeng Fang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Yuanyuan Dang
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - An'an Ping
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Chenyu Wang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
| | - Qianchuan Zhao
- Center for Intelligent and Networked Systems, Department of Automation, TNLIST, Tsinghua University, Beijing, China
| | - Hulin Zhao
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing, China
| | - Xiaoli Li
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
- Pazhou Laboratory, Guangzhou, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing, China
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7
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Rodríguez-San Esteban P, Gonzalez-Lopez JA, Chica AB. Neural representation of consciously seen and unseen information. Sci Rep 2025; 15:7888. [PMID: 40050698 PMCID: PMC11885812 DOI: 10.1038/s41598-025-92490-y] [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: 06/22/2024] [Accepted: 02/27/2025] [Indexed: 03/09/2025] Open
Abstract
Machine learning (ML) techniques have steadily gained popularity in Neuroscience research, particularly when applied to the analysis of neuroimaging data. One of the most discussed topics in this field, the neural correlates of conscious (and unconscious) information, has also benefited from these approaches. Nevertheless, further research is still necessary to better understand the minimal neural mechanisms that are necessary and sufficient for experiencing any conscious percept, and which mechanisms are comparable and discernible between conscious and unconscious events. The aim of this study was two-fold. First, to explore whether it was possible to decode task-relevant features from electroencephalography (EEG) signals, particularly those related to perceptual awareness. Secondly, to test whether this decoding could be improved by using time-frequency representations instead of voltage. We employed a perceptual task in which participants were presented with near-threshold Gabor stimuli. They were asked to discriminate the orientation of the grating, and report whether they had perceived it or not. Participants' EEG signal was recorded while performing the task and was then analysed by using ML algorithms to decode distinctive task-related parameters. Results demonstrated the feasibility of decoding the presence/absence of the stimuli from EEG data, as well as participants' subjective perception, although the model failed to extract relevant information related to the orientation of the Gabor. Unconscious processing of unseen stimulation was observed both behaviourally and at the neural level. Moreover, contrary to conscious processing, unconscious representations were less stable across time, and only observed at early perceptual stages (~ 100 ms) and during response preparation. Furthermore, we conducted a comparative analysis of the performance of the classifier when employing either raw voltage signals or time-frequency representations, finding a substantial improvement when the latter was used to train the model, particularly in the theta and alpha bands. These findings underscore the significant potential of ML algorithms in decoding perceptual awareness from EEG data in consciousness research tasks.
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Affiliation(s)
- Pablo Rodríguez-San Esteban
- Department of Experimental Psychology, University of Granada (UGR), Granada, Spain.
- Brain, Mind, and Behavior Research Center (CIMCYC), Campus of Cartuja, University of Granada (UGR), Granada, 18011, Spain.
| | - Jose A Gonzalez-Lopez
- Department of Signal Theory, Telematics and Communications, University of Granada (UGR), Granada, Spain
- Research Center for Information and Communication Technologies (CITIC-UGR), University of Granada (UGR), Granada, Spain
| | - Ana B Chica
- Department of Experimental Psychology, University of Granada (UGR), Granada, Spain
- Brain, Mind, and Behavior Research Center (CIMCYC), Campus of Cartuja, University of Granada (UGR), Granada, 18011, Spain
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8
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Christison-Lagay KL, Khalaf A, Freedman NC, Micek C, Kronemer SI, Gusso MM, Kim L, Forman S, Ding J, Aksen M, Abdel-Aty A, Kwon H, Markowitz N, Yeagle E, Espinal E, Herrero J, Bickel S, Young J, Mehta A, Wu K, Gerrard J, Damisah E, Spencer D, Blumenfeld H. The neural activity of auditory conscious perception. Neuroimage 2025; 308:121041. [PMID: 39832539 PMCID: PMC12020874 DOI: 10.1016/j.neuroimage.2025.121041] [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: 10/11/2024] [Revised: 01/10/2025] [Accepted: 01/17/2025] [Indexed: 01/22/2025] Open
Abstract
Although recent work has made headway in understanding the neural temporospatial dynamics of conscious perception, much of that work has focused on visual paradigms. To determine whether there are shared mechanisms for perceptual consciousness across sensory modalities, here we test within the auditory domain. Participants completed an auditory threshold task while undergoing intracranial electroencephalography. Recordings from >2,800 grey matter electrodes were analyzed for broadband gamma power (a range which reflects local neural activity). For perceived trials, we find nearly simultaneous activity in early auditory regions, the right caudal middle frontal gyrus, and the non-auditory thalamus; followed by a wave of activity that sweeps through auditory association regions into parietal and frontal cortices. For not perceived trials, significant activity is restricted to early auditory regions. These findings show the cortical and subcortical networks involved in auditory perception are similar to those observed with vision, suggesting shared mechanisms for conscious perception.
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Affiliation(s)
| | - Aya Khalaf
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Noah C Freedman
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | | | - Sharif I Kronemer
- Department of Neurology, Yale University, New Haven, CT 06520, USA; Interdepartmental Neuroscience Program, Yale University, New Haven, CT 06520, USA
| | - Mariana M Gusso
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Lauren Kim
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Sarit Forman
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Julia Ding
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Mark Aksen
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Ahmad Abdel-Aty
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Hunki Kwon
- Department of Neurology, Yale University, New Haven, CT 06520, USA
| | - Noah Markowitz
- Feinstein Institute for Medical Research, Hofstra Northwell Sch. of Med., Manhasset, NY 11030, USA
| | - Erin Yeagle
- Feinstein Institute for Medical Research, Hofstra Northwell Sch. of Med., Manhasset, NY 11030, USA
| | - Elizabeth Espinal
- Feinstein Institute for Medical Research, Hofstra Northwell Sch. of Med., Manhasset, NY 11030, USA
| | - Jose Herrero
- Feinstein Institute for Medical Research, Hofstra Northwell Sch. of Med., Manhasset, NY 11030, USA
| | - Stephan Bickel
- Department of Neurology, Hofstra Northwell School of Medicine, Manhasset, NY 11030, USA; Department of Neurosurgery, Hofstra Northwell School of Medicine, Manhasset, NY 11030, USA
| | - James Young
- Department of Neurology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ashesh Mehta
- Department of Neurosurgery, Hofstra Northwell School of Medicine, Manhasset, NY 11030, USA
| | - Kun Wu
- Department of Neurosurgery, Yale University, New Haven CT 06520, USA
| | - Jason Gerrard
- Department of Neurosurgery, Yale University, New Haven CT 06520, USA
| | - Eyiyemisi Damisah
- Department of Neurosurgery, Yale University, New Haven CT 06520, USA
| | - Dennis Spencer
- Department of Neurosurgery, Yale University, New Haven CT 06520, USA
| | - Hal Blumenfeld
- Department of Neurology, Yale University, New Haven, CT 06520, USA; Interdepartmental Neuroscience Program, Yale University, New Haven, CT 06520, USA; Department of Neurology, Hofstra Northwell School of Medicine, Manhasset, NY 11030, USA; Department of Neuroscience, Yale University, New Haven, CT 06520, USA.
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9
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Tramonti Fantozzi MP, Crivello A, La Rosa D, Milazzo M, Danti S, De Cicco V, Orsini P, Manzoni D, Lazzerini F, Canelli R, Fiacchini G, Bruschini L. Challenges in using pupil dilation responses to sounds as a reliable alternative to standard audiometric tests. Heliyon 2025; 11:e42666. [PMID: 40084033 PMCID: PMC11904525 DOI: 10.1016/j.heliyon.2025.e42666] [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] [Received: 06/05/2024] [Revised: 02/10/2025] [Accepted: 02/11/2025] [Indexed: 03/16/2025] Open
Abstract
Assessing hearing in neonates and uncooperative patients can be challenging. Pupil dilation response (PDR) as an objective physiological measure may offer a solution. To test its feasibility, PDRs were averaged in response to a sequence of 60-100 audible tones (same frequency and amplitude). This was performed in subjects with normal hearing and communication abilities, who were exposed to two different lighting levels. We evaluated whether averaged post-stimulus intervals of PDRs were significantly different from randomly generated averages of pupil traces recorded in the absence of sound stimulation from the same subject. This analysis was repeated for the first, second, and third block of PDRs to account for possible adaptation phenomena. Although all the participants clearly perceived the tones, significant PDRs in response to sound were only detected in a fraction of subjects, primarily in the low luminance condition. Consequently, only in the low luminance group, the grand average of individual PDRs was significantly larger than that obtained for traces recorded in the absence of sound input. In this most favorable condition, when the three blocks of PDRs were averaged separately, significant PDRs were observed in 40 % of the subjects in at least one of the blocks. Therefore, the PDR to sound input is not a reliable indicator of hearing perception when standard audiometric stimuli of the same amplitude and frequency are used. Possible modifications to sound input and stimulation protocols for obtaining reliable PDRs in diagnosing and treating hearing impairments are discussed.
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Affiliation(s)
| | - Antonino Crivello
- Institute of Information Science and Technologies, National Research Council of Italy, Via Giuseppe Moruzzi, 1, Pisa, 56127, Italy
| | - Davide La Rosa
- Institute of Information Science and Technologies, National Research Council of Italy, Via Giuseppe Moruzzi, 1, Pisa, 56127, Italy
| | - Mario Milazzo
- Department of Civil and Industrial Engineering, University of Pisa, Pisa, Italy
- The BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Pisa, Italy
| | - Serena Danti
- Department of Civil and Industrial Engineering, University of Pisa, Pisa, Italy
- The BioRobotics Institute, Scuola Superiore Sant'Anna, Pontedera, Pisa, Italy
| | - Vincenzo De Cicco
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, Pisa, Italy
| | - Paolo Orsini
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, Pisa, Italy
| | - Diego Manzoni
- Department of Translational Research and of New Surgical and Medical Technologies, University of Pisa, Pisa, Italy
| | - Francesco Lazzerini
- Department of Surgical, Medical, Molecular Pathology and Critical Cares, University of Pisa, Pisa, Italy
| | - Rachele Canelli
- Department of Surgical, Medical, Molecular Pathology and Critical Cares, University of Pisa, Pisa, Italy
| | - Giacomo Fiacchini
- Department of Surgical, Medical, Molecular Pathology and Critical Cares, University of Pisa, Pisa, Italy
| | - Luca Bruschini
- Department of Surgical, Medical, Molecular Pathology and Critical Cares, University of Pisa, Pisa, Italy
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10
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Kronemer SI, Gobo VE, Japee S, Merriam E, Osborne B, Bandettini PA, Liu T. Eye metrics are a marker of visual conscious awareness and neural processing in cerebral blindness. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.01.06.631506. [PMID: 39829811 PMCID: PMC11741428 DOI: 10.1101/2025.01.06.631506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/22/2025]
Abstract
Damage to the primary visual pathway can cause vision loss. Some cerebrally blind people retain degraded vision or sensations and can perform visually guided behaviors. These cases motivate investigation and debate on blind field conscious awareness and linked residual neural processing. A key challenge in this research is that subjective measures of blind field visual conscious awareness can be misleading. Alternatively, eye metrics, including pupil size and eye movements are promising objective markers of conscious awareness and brain activity. In this study, we examined stimulus-evoked changes in pupil size, blinking, and microsaccades in the sighted and blind field of cerebrally blind participants. Using standard analysis and innovative machine learning methods, our findings support that eye metrics can infer blind field conscious awareness, even when behavioral performance on a visual perception task indicated otherwise. Furthermore, these eye metrics were linked to blind field visual stimulus-evoked occipital cortical field potentials. These findings support recording eye metrics in cerebral blindness and highlight potential clinical applications, including tracking the recovery of conscious vision and visual neural processing.
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Affiliation(s)
- Sharif I. Kronemer
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
| | - Victoria E. Gobo
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
| | - Shruti Japee
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
| | - Eli Merriam
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
| | - Benjamin Osborne
- Department of Neurology and Ophthalmology, Medstar Georgetown University Hospital, Washington, District of Columbia (DC), USA
| | - Peter A. Bandettini
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
- Functional MRI Facility, NIMH, NIH, Bethesda, MD, USA
| | - Tina Liu
- Laboratory of Brain and Cognition (LBC), National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), USA
- Department of Neurology, Georgetown University Medical Center, Washington, DC, USA
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11
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Sieu LA, Singla S, Liu J, Zheng X, Sharafeldin A, Chandrasekaran G, Valcarce-Aspegren M, Niknahad A, Fu I, Doilicho N, Gummadavelli A, McCafferty C, Crouse RB, Perrenoud Q, Picciotto MR, Cardin JA, Blumenfeld H. Slow and fast cortical cholinergic arousal is reduced in a mouse model of focal seizures with impaired consciousness. Cell Rep 2024; 43:115012. [PMID: 39643969 PMCID: PMC11817788 DOI: 10.1016/j.celrep.2024.115012] [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: 04/02/2024] [Revised: 09/19/2024] [Accepted: 11/08/2024] [Indexed: 12/09/2024] Open
Abstract
Patients with focal temporal lobe seizures often experience loss of consciousness associated with cortical slow waves, like those in deep sleep. Previous work in rat models suggests that decreased subcortical arousal causes depressed cortical function during focal seizures. However, these studies were performed under light anesthesia, making it impossible to correlate conscious behavior with physiology. We show in an awake mouse model that electrically induced focal seizures in the hippocampus cause impaired behavioral responses to auditory stimuli, cortical slow waves, and reduced mean cortical high-frequency activity. Behavioral responses are related to cortical cholinergic release at two different timescales. Slow state-related decreases in acetylcholine correlate with overall impaired behavior during seizures. Fast phasic acetylcholine release is related to variable spared or impaired behavioral responses with each auditory stimulus. These findings establish a strong relationship between decreased cortical arousal and impaired consciousness in focal seizures, which may help guide future treatment.
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Affiliation(s)
- Lim-Anna Sieu
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Shobhit Singla
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Jiayang Liu
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Xinyuan Zheng
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | | | - Ganesh Chandrasekaran
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | | | - Ava Niknahad
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Ivory Fu
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Natnael Doilicho
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Abhijeet Gummadavelli
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Cian McCafferty
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Anatomy and Neuroscience Program, University College Cork, Cork, Ireland
| | - Richard B Crouse
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Quentin Perrenoud
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Marina R Picciotto
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Jessica A Cardin
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Hal Blumenfeld
- Department of Neurology, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Neuroscience, Yale University School of Medicine, New Haven, CT 06520, USA; Department of Neurosurgery, Yale University School of Medicine, New Haven, CT 06520, USA.
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12
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Kronemer SI, Gobo VE, Walsh CR, Teves JB, Burk DC, Shahsavarani S, Gonzalez-Castillo J, Bandettini PA. Cross-species real-time detection of trends in pupil size fluctuation. Behav Res Methods 2024; 57:9. [PMID: 39656432 PMCID: PMC11632003 DOI: 10.3758/s13428-024-02545-7] [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] [Accepted: 09/08/2024] [Indexed: 12/13/2024]
Abstract
Pupillometry is a popular method because pupil size is easily measured and sensitive to central neural activity linked to behavior, cognition, emotion, and perception. Currently, there is no method for online monitoring phases of pupil size fluctuation. We introduce rtPupilPhase-an open-source software that automatically detects trends in pupil size in real time. This tool enables novel applications of real-time pupillometry for achieving numerous research and translational goals. We validated the performance of rtPupilPhase on human, rodent, and monkey pupil data, and we propose future implementations of real-time pupillometry.
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Affiliation(s)
- Sharif I Kronemer
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA.
| | - Victoria E Gobo
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
| | - Catherine R Walsh
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
| | - Joshua B Teves
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
| | - Diana C Burk
- Laboratory of Neuropsychology, NIMH, NIH, Bethesda, MD, USA
| | - Somayeh Shahsavarani
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
- Department of Audiology, San José State University, San Jose, CA, USA
| | - Javier Gonzalez-Castillo
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
| | - Peter A Bandettini
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), NIHBC 10 - Clinical Center BG RM 1D80, 10 Center Dr., Bethesda, MD, 20892, USA
- Functional Magnetic Resonance Imaging Core Facility, NIMH, NIH, Bethesda, MD, USA
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13
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Das A, Menon V. Electrophysiological dynamics of salience, default mode, and frontoparietal networks during episodic memory formation and recall revealed through multi-experiment iEEG replication. eLife 2024; 13:RP99018. [PMID: 39556109 PMCID: PMC11573350 DOI: 10.7554/elife.99018] [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] [Indexed: 11/19/2024] Open
Abstract
Dynamic interactions between large-scale brain networks underpin human cognitive processes, but their electrophysiological mechanisms remain elusive. The triple network model, encompassing the salience network (SN), default mode network (DMN), and frontoparietal network (FPN), provides a framework for understanding these interactions. We analyzed intracranial electroencephalography (EEG) recordings from 177 participants across four diverse episodic memory experiments, each involving encoding as well as recall phases. Phase transfer entropy analysis revealed consistently higher directed information flow from the anterior insula (AI), a key SN node, to both DMN and FPN nodes. This directed influence was significantly stronger during memory tasks compared to resting state, highlighting the AI's task-specific role in coordinating large-scale network interactions. This pattern persisted across externally driven memory encoding and internally governed free recall. Control analyses using the inferior frontal gyrus (IFG) showed an inverse pattern, with DMN and FPN exerting higher influence on IFG, underscoring the AI's unique role. We observed task-specific suppression of high-gamma power in the posterior cingulate cortex/precuneus node of the DMN during memory encoding, but not recall. Crucially, these results were replicated across all four experiments spanning verbal and spatial memory domains with high Bayes replication factors. Our findings advance understanding of how coordinated neural network interactions support memory processes, highlighting the AI's critical role in orchestrating large-scale brain network dynamics during both memory encoding and retrieval. By elucidating the electrophysiological basis of triple network interactions in episodic memory, our study provides insights into neural circuit dynamics underlying memory function and offer a framework for investigating network disruptions in memory-related disorders.
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Affiliation(s)
- Anup Das
- Department of Biomedical Engineering, Columbia UniversityNew YorkUnited States
| | - Vinod Menon
- Department of Psychiatry and Behavioral Sciences, Stanford University School of MedicineStanfordUnited States
- Department of Neurology and Neurological Sciences, Stanford University School of MedicineStanfordUnited States
- Wu Tsai Neurosciences Institute, Stanford University School of MedicineStanfordUnited States
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14
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Colombari E, Railo H. Multiple independent components contribute to event-related potential correlates of conscious vision. Conscious Cogn 2024; 126:103785. [PMID: 39536421 DOI: 10.1016/j.concog.2024.103785] [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: 04/30/2024] [Revised: 10/17/2024] [Accepted: 11/07/2024] [Indexed: 11/16/2024]
Abstract
Research has revealed two major event-related potential (ERP) markers of visual awareness: the earlier Visual Awareness Negativity (VAN, around 150-250 ms after stimulus onset), and the following Late Positivity (LP, around 300-500 ms after stimulus onset). Understanding the neural sources that give rise to VAN and LP is important in order to understand what kind of neural processes underlie conscious visual perception. Although the ERPs afford high temporal resolution, their spatial resolution is limited because multiple separate neural sources sum up at the scalp level. In the present study, we sought to characterize the locations and time-courses of independent neural sources underlying the ERP correlates of visual awareness by means of Independent Component Analysis (ICA). ICA allows identifying and localizing the temporal dynamics of different neural sources that contribute to the ERP correlates of conscious perception. The present results show that the cortical sources of VAN are localized to posterior areas including occipital and temporal cortex, while LP reflects a combination of multiple sources distributed among frontal, parietal and occipito-temporal cortex. Our findings suggest that conscious vision correlates with dynamically changing neural sources, developing in part in "accumulative fashion": consciousness-related activity initially arises in few early sources and, subsequently, additional sources are engaged as a function of time. The results further suggest that even early latency neural sources that correlate with conscious perception may also associate with action-related processes.
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Affiliation(s)
- Elisabetta Colombari
- Perception and Awareness (PandA) Laboratory, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, Strada le Grazie 8, Verona, Italy.
| | - Henry Railo
- Department of Psychology and Speech Language Pathology, University of Turku, Finland
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15
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Khalaf A, Lopez E, Li J, Horn A, Edlow BL, Blumenfeld H. Shared subcortical arousal systems across sensory modalities during transient modulation of attention. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.09.16.613316. [PMID: 39345640 PMCID: PMC11429725 DOI: 10.1101/2024.09.16.613316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 10/01/2024]
Abstract
Subcortical arousal systems are known to play a key role in controlling sustained changes in attention and conscious awareness. Recent studies indicate that these systems have a major influence on short-term dynamic modulation of visual attention, but their role across sensory modalities is not fully understood. In this study, we investigated shared subcortical arousal systems across sensory modalities during transient changes in attention using block and event-related fMRI paradigms. We analyzed massive publicly available fMRI datasets collected while 1,561 participants performed visual, auditory, tactile, and taste perception tasks. Our analyses revealed a shared circuit of subcortical arousal systems exhibiting early transient increases in activity in midbrain reticular formation and central thalamus across perceptual modalities, as well as less consistent increases in pons, hypothalamus, basal forebrain, and basal ganglia. Identifying these networks is critical for understanding mechanisms of normal attention and consciousness and may help facilitate subcortical targeting for therapeutic neuromodulation.
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Affiliation(s)
- Aya Khalaf
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Erick Lopez
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
| | - Jian Li
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Andreas Horn
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Center for Brain Circuit Therapeutics, Department of Neurology, Brigham & Women’s Hospital and Harvard Medical School, Boston, MA, USA
- Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Movement Disorders & Neuromodulation Section, Department of Neurology, Charité – Universitätsmedizin, Berlin, Germany
| | - Brian L. Edlow
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, Charlestown, MA, USA
| | - Hal Blumenfeld
- Department of Neurology, Yale University School of Medicine, New Haven, CT, USA
- Department of Neuroscience, Yale University School of Medicine, New Haven, CT, USA
- Department of Neurosurgery, Yale University School of Medicine, New Haven, CT, USA
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16
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Das A, Menon V. Electrophysiological dynamics of salience, default mode, and frontoparietal networks during episodic memory formation and recall: A multi-experiment iEEG replication. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.28.582593. [PMID: 38463954 PMCID: PMC10925291 DOI: 10.1101/2024.02.28.582593] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Dynamic interactions between large-scale brain networks underpin human cognitive processes, but their electrophysiological mechanisms remain elusive. The triple network model, encompassing the salience (SN), default mode (DMN), and frontoparietal (FPN) networks, provides a framework for understanding these interactions. We analyzed intracranial EEG recordings from 177 participants across four diverse episodic memory experiments, each involving encoding as well as recall phases. Phase transfer entropy analysis revealed consistently higher directed information flow from the anterior insula (AI), a key SN node, to both DMN and FPN nodes. This directed influence was significantly stronger during memory tasks compared to resting-state, highlighting the AI's task-specific role in coordinating large-scale network interactions. This pattern persisted across externally-driven memory encoding and internally-governed free recall. Control analyses using the inferior frontal gyrus (IFG) showed an inverse pattern, with DMN and FPN exerting higher influence on IFG, underscoring the AI's unique role. We observed task-specific suppression of high-gamma power in the posterior cingulate cortex/precuneus node of the DMN during memory encoding, but not recall. Crucially, these results were replicated across all four experiments spanning verbal and spatial memory domains with high Bayes replication factors. Our findings advance understanding of how coordinated neural network interactions support memory processes, highlighting the AI's critical role in orchestrating large-scale brain network dynamics during both memory encoding and retrieval. By elucidating the electrophysiological basis of triple network interactions in episodic memory, our study provides insights into neural circuit dynamics underlying memory function and offer a framework for investigating network disruptions in memory-related disorders.
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Affiliation(s)
- Anup Das
- Department of Biomedical Engineering, Columbia University, New York, NY 10027
| | - Vinod Menon
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA 94305
- Wu Tsai Neurosciences Institute, Stanford University School of Medicine, Stanford, CA 94305
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17
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Doll L, Dykstra AR, Gutschalk A. Perceptual awareness of near-threshold tones scales gradually with auditory cortex activity and pupil dilation. iScience 2024; 27:110530. [PMID: 39175766 PMCID: PMC11338958 DOI: 10.1016/j.isci.2024.110530] [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] [Received: 05/30/2023] [Revised: 04/16/2024] [Accepted: 07/15/2024] [Indexed: 08/24/2024] Open
Abstract
Negative-going responses in sensory cortex co-vary with perceptual awareness of sensory stimuli. Given that this awareness negativity has also been observed for undetected stimuli, some have challenged its role for perception. To address this question, we combined magnetoencephalography, electroencephalography, and pupillometry to study how sustained attention and response criterion affect the auditory awareness negativity. Participants first detected distractor sounds and denied hearing task-irrelevant near-threshold tones, which evoked neither awareness negativity nor pupil dilation. These same tones evoked both responses when task-relevant, stronger for hit but also present for miss trials. Participants then rated their perception on a six-point scale to test whether response criterion explains the presence of these responses for miss trials. Decreasing perception ratings were associated with gradually reduced evoked responses, consistent with signal detection theory. These results support the concept of an awareness negativity that is modulated by attention but does not require a non-linear threshold mechanism.
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Affiliation(s)
- Laura Doll
- Department of Neurology, Ruprecht-Karls-Universität Heidelberg, 69120 Heidelberg, Germany
| | - Andrew R. Dykstra
- School of Communication Sciences and Disorders, University of Central Florida, Orlando, FL, USA
| | - Alexander Gutschalk
- Department of Neurology, Ruprecht-Karls-Universität Heidelberg, 69120 Heidelberg, Germany
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18
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Fang Z, Dang Y, Li X, Zhao Q, Zhang M, Zhao H. Intracranial neural representation of phenomenal and access consciousness in the human brain. Neuroimage 2024; 297:120699. [PMID: 38944172 DOI: 10.1016/j.neuroimage.2024.120699] [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: 04/04/2024] [Revised: 06/14/2024] [Accepted: 06/20/2024] [Indexed: 07/01/2024] Open
Abstract
After more than 30 years of extensive investigation, impressive progress has been made in identifying the neural correlates of consciousness (NCC). However, the functional role of spatiotemporally distinct consciousness-related neural activity in conscious perception is debated. An influential framework proposed that consciousness-related neural activities could be dissociated into two distinct processes: phenomenal and access consciousness. However, though hotly debated, its authenticity has not been examined in a single paradigm with more informative intracranial recordings. In the present study, we employed a visual awareness task and recorded the local field potential (LFP) of patients with electrodes implanted in cortical and subcortical regions. Overall, we found that the latency of visual awareness-related activity exhibited a bimodal distribution, and the recording sites with short and long latencies were largely separated in location, except in the lateral prefrontal cortex (lPFC). The mixture of short and long latencies in the lPFC indicates that it plays a critical role in linking phenomenal and access consciousness. However, the division between the two is not as simple as the central sulcus, as proposed previously. Moreover, in 4 patients with electrodes implanted in the bilateral prefrontal cortex, early awareness-related activity was confined to the contralateral side, while late awareness-related activity appeared on both sides. Finally, Granger causality analysis showed that awareness-related information flowed from the early sites to the late sites. These results provide the first LFP evidence of neural correlates of phenomenal and access consciousness, which sheds light on the spatiotemporal dynamics of NCC in the human brain.
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Affiliation(s)
- Zepeng Fang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China
| | - Yuanyuan Dang
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing 100853, China
| | - Xiaoli Li
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China
| | - Qianchuan Zhao
- Center for Intelligent and Networked Systems, Department of Automation, TNLIST, Tsinghua University, Beijing 100084, China
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Hulin Zhao
- Department of Neurosurgery, Chinese PLA General Hospital, Beijing 100853, China.
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19
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Kronemer SI, Gobo VE, Walsh CR, Teves JB, Burk DC, Shahsavarani S, Gonzalez-Castillo J, Bandettini PA. Cross-species real time detection of trends in pupil size fluctuation. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.12.579393. [PMID: 38410482 PMCID: PMC10896349 DOI: 10.1101/2024.02.12.579393] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Pupillometry is a popular method because pupil size is easily measured, sensitive to central neural activity, and associated with behavior, cognition, emotion, and perception. Currently, there is no method for online monitoring phases of pupil size fluctuation. We introduce rtPupilPhase - an open source software that automatically detects trends in pupil size in real time, enabling novel implementations of real time pupillometry towards achieving numerous research and translational goals. We validated the performance of rtPupilPhase on human, rodent, and monkey pupil data and propose future applications of real time pupillometry.
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Affiliation(s)
- Sharif I Kronemer
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
| | - Victoria E Gobo
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
| | - Catherine R Walsh
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
| | - Joshua B Teves
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
| | - Diana C Burk
- Laboratory of Neuropsychology, NIMH, NIH, Bethesda, MD, USA
| | - Somayeh Shahsavarani
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
- Mortimer B. Zuckerman Mind Brain Behavior Institute and Department of Biomedical Engineering, Columbia, University, New York (NY), NY, USA
| | - Javier Gonzalez-Castillo
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
| | - Peter A Bandettini
- Section on Functional Imaging Methods, Laboratory of Brain and Cognition, National Institute of Mental Health (NIMH), National Institutes of Health (NIH), Bethesda, Maryland (MD), United States of America (USA)
- Functional Magnetic Resonance Imaging Core Facility, NIMH, NIH, Bethesda, MD, USA
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20
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Martín-Signes M, Chica AB, Bartolomeo P, Thiebaut de Schotten M. Streams of conscious visual experience. Commun Biol 2024; 7:908. [PMID: 39068236 PMCID: PMC11283449 DOI: 10.1038/s42003-024-06593-9] [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: 12/13/2023] [Accepted: 07/17/2024] [Indexed: 07/30/2024] Open
Abstract
Consciousness, a cornerstone of human cognition, is believed to arise from complex neural interactions. Traditional views have focused on localized fronto-parietal networks or broader inter-regional dynamics. In our study, we leverage advanced fMRI techniques, including the novel Functionnectome framework, to unravel the intricate relationship between brain circuits and functional activity shaping visual consciousness. Our findings underscore the importance of the superior longitudinal fasciculus within the fronto-parietal fibers, linking conscious perception with spatial neglect. Additionally, our data reveal the critical contribution of the temporo-parietal fibers and the splenium of the corpus callosum in connecting visual information with conscious representation and their verbalization. Central to these networks is the thalamus, posited as a conductor in synchronizing these interactive processes. Contrasting traditional fMRI analyses with the Functionnectome approach, our results emphasize the important explanatory power of interactive mechanisms over localized activations for visual consciousness. This research paves the way for a comprehensive understanding of consciousness, highlighting the complex network of neural connections that lead to awareness.
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Affiliation(s)
- Mar Martín-Signes
- Experimental Psychology Department, and Brain, Mind, and Behavior Research Center (CIMCYC-UGR), University of Granada, Granada, Spain.
- Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, CNRS, CEA University of Bordeaux, Bordeaux, France.
| | - Ana B Chica
- Experimental Psychology Department, and Brain, Mind, and Behavior Research Center (CIMCYC-UGR), University of Granada, Granada, Spain
| | - Paolo Bartolomeo
- Sorbonne Université, Institut du Cerveau-Paris Brain Institute-ICM, Inserm, CNRS, APHP, Hôpital de la Pitié-Salpêtrière, Paris, France
| | - Michel Thiebaut de Schotten
- Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives-UMR 5293, CNRS, CEA University of Bordeaux, Bordeaux, France.
- Brain Connectivity and Behaviour Laboratory, Sorbonne Université, Paris, France.
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Filimonov D, Krabbe A, Revonsuo A, Koivisto M. The influence of feature-based attention and response requirements on ERP correlates of auditory awareness. Neurosci Conscious 2024; 2024:niae031. [PMID: 39045031 PMCID: PMC11265865 DOI: 10.1093/nc/niae031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Revised: 06/19/2024] [Accepted: 06/28/2024] [Indexed: 07/25/2024] Open
Abstract
In search for the neural correlates of consciousness (NCCs), it is important to isolate the true NCCs from their prerequisites, consequences, and co-occurring processes. To date, little is known about how attention affects the event-related potential (ERP) correlates of auditory awareness and there is contradictory evidence on whether one of them, the late positivity (LP), is affected by response requirements. By implementing a GO-NOGO design with target and nontarget stimuli, we controlled for feature-based attention and response requirements in the same experiment, while participants rated their awareness using a perceptual awareness scale. The results showed a prolonged auditory awareness negativity (AAN) for aware trials, which was influenced neither by attention nor by response requirement. The LP was affected by both attention and response requirements. Consistent with the levels of processing hypothesis, the LP was related to consciousness as a correlate of the processing of higher-level stimulus features, likely requiring access to a "global workspace." Our findings further suggest that AAN is a proper ERP correlate of auditory consciousness and thus a true NCC in the auditory modality.
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Affiliation(s)
- Dmitri Filimonov
- Department of Psychology and Speech-Language Pathology, Faculty of Social Sciences, University of Turku, Turku 20014, Finland
- Turku Brain and Mind Centre, University of Turku, Turku FI-20014, Finland
| | - Andreas Krabbe
- Turku Brain and Mind Centre, University of Turku, Turku FI-20014, Finland
- Faculty of Medicine, University of Turku, Turku, FI-20014 Finland
- Faculty of Psychology, Åbo Akademi University, Arken Tehtaankatu 2, Turku 20500, Finland
| | - Antti Revonsuo
- Department of Psychology and Speech-Language Pathology, Faculty of Social Sciences, University of Turku, Turku 20014, Finland
- Turku Brain and Mind Centre, University of Turku, Turku FI-20014, Finland
- Division of Cognitive Neuroscience and Philosophy, University of Skövde, Högskolevägen 1 PO Box 408 541 28, Skövde, Sweden
| | - Mika Koivisto
- Department of Psychology and Speech-Language Pathology, Faculty of Social Sciences, University of Turku, Turku 20014, Finland
- Turku Brain and Mind Centre, University of Turku, Turku FI-20014, Finland
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22
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Carrasco M, Spering M. Perception-action Dissociations as a Window into Consciousness. J Cogn Neurosci 2024; 36:1557-1566. [PMID: 38865201 DOI: 10.1162/jocn_a_02122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/14/2024]
Abstract
Understanding the neural correlates of unconscious perception stands as a primary goal of experimental research in cognitive psychology and neuroscience. In this Perspectives paper, we explain why experimental protocols probing qualitative dissociations between perception and action provide valuable insights into conscious and unconscious processing, along with their corresponding neural correlates. We present research that utilizes human eye movements as a sensitive indicator of unconscious visual processing. Given the increasing reliance on oculomotor and pupillary responses in consciousness research, these dissociations also provide a cautionary tale about inferring conscious perception solely based on no-report protocols.
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23
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Kosnoff J, Yu K, Liu C, He B. Transcranial focused ultrasound to V5 enhances human visual motion brain-computer interface by modulating feature-based attention. Nat Commun 2024; 15:4382. [PMID: 38862476 PMCID: PMC11167030 DOI: 10.1038/s41467-024-48576-8] [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: 10/20/2023] [Accepted: 05/02/2024] [Indexed: 06/13/2024] Open
Abstract
A brain-computer interface (BCI) enables users to control devices with their minds. Despite advancements, non-invasive BCIs still exhibit high error rates, prompting investigation into the potential reduction through concurrent targeted neuromodulation. Transcranial focused ultrasound (tFUS) is an emerging non-invasive neuromodulation technology with high spatiotemporal precision. This study examines whether tFUS neuromodulation can improve BCI outcomes, and explores the underlying mechanism of action using high-density electroencephalography (EEG) source imaging (ESI). As a result, V5-targeted tFUS significantly reduced the error in a BCI speller task. Source analyses revealed a significantly increase in theta and alpha activities in the tFUS condition at both V5 and downstream in the dorsal visual processing pathway. Correlation analysis indicated that the connection within the dorsal processing pathway was preserved during tFUS stimulation, while the ventral connection was weakened. These findings suggest that V5-targeted tFUS enhances feature-based attention to visual motion.
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Affiliation(s)
- Joshua Kosnoff
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15237, USA
| | - Kai Yu
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15237, USA
| | - Chang Liu
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15237, USA
- Department of Biomedical Engineering, Boston University, Boston, MA, 02215, USA
| | - Bin He
- Department of Biomedical Engineering, Carnegie Mellon University, Pittsburgh, PA, 15237, USA.
- Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, 15237, USA.
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24
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Doradzińska Ł, Bola M. Early Electrophysiological Correlates of Perceptual Consciousness Are Affected by Both Exogenous and Endogenous Attention. J Cogn Neurosci 2024; 36:1297-1324. [PMID: 38579265 DOI: 10.1162/jocn_a_02156] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2024]
Abstract
It has been proposed that visual awareness negativity (VAN), which is an early ERP component, constitutes a neural correlate of visual consciousness that is independent of perceptual and cognitive mechanisms. In the present study, we investigated whether VAN is indeed a specific marker of phenomenal awareness or rather reflects the involvement of attention. To this end, we reanalyzed data collected in a previously published EEG experiment in which awareness of visual stimuli and two aspects that define attentional involvement, namely, the inherent saliency and task relevance of a stimulus, were manipulated orthogonally. During the experimental procedure, participants (n = 41) were presented with images of faces that were backward-masked or unmasked, fearful or neutral, and defined as task-relevant targets or task-irrelevant distractors. Single-trial ERP analysis revealed that VAN was highly dependent on attentional manipulations in the early time window (140-200 msec), up to the point that the effect of awareness was not observed for attentionally irrelevant stimuli (i.e., neutral faces presented as distractors). In the late time window (200-350 msec), VAN was present in all attentional conditions, but its amplitude was significantly higher in response to fearful faces and task-relevant face images than in response to neutral ones and task-irrelevant ones, respectively. In conclusion, we demonstrate that the amplitude of VAN is highly dependent on both exogenous (stimulus saliency) and endogenous attention (task requirements). Our results challenge the view that VAN constitutes an attention-independent correlate of phenomenal awareness.
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Affiliation(s)
- Łucja Doradzińska
- Nencki Institute of Experimental Biology of Polish Academy of Sciences, Warsaw, Poland
| | - Michał Bola
- Centre for Brain Research, Jagiellonian University, Krakow, Poland
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25
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Panagiotaropoulos TI. An integrative view of the role of prefrontal cortex in consciousness. Neuron 2024; 112:1626-1641. [PMID: 38754374 DOI: 10.1016/j.neuron.2024.04.028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 04/16/2024] [Accepted: 04/24/2024] [Indexed: 05/18/2024]
Abstract
The involvement of the prefrontal cortex (PFC) in consciousness is an ongoing focus of intense investigation. An important question is whether representations of conscious contents and experiences in the PFC are confounded by post-perceptual processes related to cognitive functions. Here, I review recent findings suggesting that neuronal representations of consciously perceived contents-in the absence of post-perceptual processes-can indeed be observed in the PFC. Slower ongoing fluctuations in the electrophysiological state of the PFC seem to control the stability and updates of these prefrontal representations of conscious awareness. In addition to conscious perception, the PFC has been shown to play a critical role in controlling the levels of consciousness as observed during anesthesia, while prefrontal lesions can result in severe loss of perceptual awareness. Together, the convergence of these processes in the PFC suggests its integrative role in consciousness and highlights the complex nature of consciousness itself.
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26
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Whyte CJ, Redinbaugh MJ, Shine JM, Saalmann YB. Thalamic contributions to the state and contents of consciousness. Neuron 2024; 112:1611-1625. [PMID: 38754373 PMCID: PMC11537458 DOI: 10.1016/j.neuron.2024.04.019] [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: 02/19/2024] [Revised: 04/11/2024] [Accepted: 04/17/2024] [Indexed: 05/18/2024]
Abstract
Consciousness can be conceptualized as varying along at least two dimensions: the global state of consciousness and the content of conscious experience. Here, we highlight the cellular and systems-level contributions of the thalamus to conscious state and then argue for thalamic contributions to conscious content, including the integrated, segregated, and continuous nature of our experience. We underscore vital, yet distinct roles for core- and matrix-type thalamic neurons. Through reciprocal interactions with deep-layer cortical neurons, matrix neurons support wakefulness and determine perceptual thresholds, whereas the cortical interactions of core neurons maintain content and enable perceptual constancy. We further propose that conscious integration, segregation, and continuity depend on the convergent nature of corticothalamic projections enabling dimensionality reduction, a thalamic reticular nucleus-mediated divisive normalization-like process, and sustained coherent activity in thalamocortical loops, respectively. Overall, we conclude that the thalamus plays a central topological role in brain structures controlling conscious experience.
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Affiliation(s)
- Christopher J Whyte
- Centre for Complex Systems, The University of Sydney, Sydney, NSW, Australia; Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | | | - James M Shine
- Centre for Complex Systems, The University of Sydney, Sydney, NSW, Australia; Brain and Mind Centre, The University of Sydney, Sydney, NSW, Australia
| | - Yuri B Saalmann
- Department of Psychology, University of Wisconsin - Madison, Madison, WI, USA; Wisconsin National Primate Research Center, Madison, WI, USA
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27
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Maffei A, Gambarota F, Liotti M, Dell'Acqua R, Tsuchiya N, Sessa P. Conscious perception of fear in faces: Insights from high-density EEG and perceptual awareness scale with threshold stimuli. Cortex 2024; 174:93-109. [PMID: 38493568 DOI: 10.1016/j.cortex.2024.02.010] [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: 05/25/2023] [Revised: 10/12/2023] [Accepted: 02/08/2024] [Indexed: 03/19/2024]
Abstract
Contrary to the extensive research on processing subliminal and/or unattended emotional facial expressions, only a minority of studies have investigated the neural correlates of consciousness (NCCs) of emotions conveyed by faces. In the present high-density electroencephalography (EEG) study, we first employed a staircase procedure to identify each participant's perceptual threshold of the emotion expressed by the face and then compared the EEG signals elicited in trials where the participants were aware with the activity elicited in trials where participants were unaware of the emotions expressed by these, otherwise identical, faces. Drawing on existing knowledge of the neural mechanisms of face processing and NCCs, we hypothesized that activity in frontal electrodes would be modulated in relation to participants' awareness of facial emotional content. More specifically, we hypothesized that the NCC of fear seen on someone else's face could be detected as a modulation of a later and more anterior (i.e., at frontal sites) event-related potential (ERP) than the face-sensitive N170. By adopting a data-driven approach and cluster-based statistics to the analysis of EEG signals, the results were clear-cut in showing that visual awareness of fear was associated with the modulation of a frontal ERP component in a 150-300 msec interval. These insights are dissected and contextualized in relation to prevailing theories of visual consciousness and their proposed NCC benchmarks.
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Affiliation(s)
- Antonio Maffei
- Department of Developmental and Social Psychology (DPSS), University of Padova, Padova, Italy; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy
| | - Filippo Gambarota
- Department of Developmental and Social Psychology (DPSS), University of Padova, Padova, Italy; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy
| | - Mario Liotti
- Department of Developmental and Social Psychology (DPSS), University of Padova, Padova, Italy; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy
| | - Roberto Dell'Acqua
- Department of Developmental and Social Psychology (DPSS), University of Padova, Padova, Italy; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy
| | - Naotsugu Tsuchiya
- Turner Institute for Brain and Mental Health & School of Psychological Sciences, Faculty of Medicine, Nursing, and Health Sciences, Monash University, Melbourne, Victoria, Australia; Center for Information and Neural Networks (CiNet), National Institute of Information and Communications Technology (NICT), Suita-shi, Osaka, Japan; Laboratory Head, Laboratory of Qualia Structure, ATR Computational Neuroscience Laboratories, Seika-cho, Soraku-gun, Kyoto, Japan.
| | - Paola Sessa
- Department of Developmental and Social Psychology (DPSS), University of Padova, Padova, Italy; Padova Neuroscience Center (PNC), University of Padova, Padova, Italy.
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28
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Fermin ASR, Sasaoka T, Maekawa T, Ono K, Chan HL, Yamawaki S. Insula-cortico-subcortical networks predict interoceptive awareness and stress resilience. Asian J Psychiatr 2024; 95:103991. [PMID: 38484483 DOI: 10.1016/j.ajp.2024.103991] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Revised: 02/25/2024] [Accepted: 02/28/2024] [Indexed: 05/13/2024]
Abstract
BACKGROUND Interoception, the neural sensing of visceral signals, and interoceptive awareness (IA), the conscious perception of interoception, are crucial for life survival functions and mental health. Resilience, the capacity to overcome adversity, has been associated with reduced interoceptive disturbances. Here, we sought evidence for our Insula Modular Active Control (IMAC) model that suggest that the insula, a brain region specialized in the processing of interoceptive information, realizes IA and contributes to resilience and mental health via cortico-subcortical connections. METHODS 64 healthy participants (32 females; ages 18-34 years) answered questionnaires that assess IA and resilience. Mental health was evaluated with the Beck Depression Inventory II that assesses depressive mood. Participants also underwent a 15 minute resting-state functional resonance imaging session. Pearson correlations and mediation analyses were used to investigate the relationship between IA and resilience and their contributions to depressive mood. We then performed insula seed-based functional connectivity analyzes to identify insula networks involved in IA, resilience and depressive mood. RESULTS We first demonstrated that resilience mediates the relationship between IA and depressive mood. Second, shared and distinct intra-insula, insula-cortical and insula-subcortical networks were associated with IA, resilience and also predicted the degree of experienced depressive mood. Third, while resilience was associated with stronger insula-precuneus, insula-cerebellum and insula-prefrontal networks, IA was linked with stronger intra-insula, insula-striatum and insula-motor networks. CONCLUSIONS Our findings help understand the roles of insula-cortico-subcortical networks in IA and resilience. These results also highlight the potential use of insula networks as biomarkers for depression prediction.
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Affiliation(s)
- Alan S R Fermin
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan.
| | - Takafumi Sasaoka
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan
| | - Toru Maekawa
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan
| | - Kentaro Ono
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan
| | - Hui-Ling Chan
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan
| | - Shigeto Yamawaki
- Center for Brain, Mind and Kansei Sciences Research, Hiroshima University, Hiroshima, Japan
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29
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Young MJ, Fecchio M, Bodien YG, Edlow BL. Covert cortical processing: a diagnosis in search of a definition. Neurosci Conscious 2024; 2024:niad026. [PMID: 38327828 PMCID: PMC10849751 DOI: 10.1093/nc/niad026] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 10/22/2023] [Accepted: 12/10/2023] [Indexed: 02/09/2024] Open
Abstract
Historically, clinical evaluation of unresponsive patients following brain injury has relied principally on serial behavioral examination to search for emerging signs of consciousness and track recovery. Advances in neuroimaging and electrophysiologic techniques now enable clinicians to peer into residual brain functions even in the absence of overt behavioral signs. These advances have expanded clinicians' ability to sub-stratify behaviorally unresponsive and seemingly unaware patients following brain injury by querying and classifying covert brain activity made evident through active or passive neuroimaging or electrophysiologic techniques, including functional MRI, electroencephalography (EEG), transcranial magnetic stimulation-EEG, and positron emission tomography. Clinical research has thus reciprocally influenced clinical practice, giving rise to new diagnostic categories including cognitive-motor dissociation (i.e. 'covert consciousness') and covert cortical processing (CCP). While covert consciousness has received extensive attention and study, CCP is relatively less understood. We describe that CCP is an emerging and clinically relevant state of consciousness marked by the presence of intact association cortex responses to environmental stimuli in the absence of behavioral evidence of stimulus processing. CCP is not a monotonic state but rather encapsulates a spectrum of possible association cortex responses from rudimentary to complex and to a range of possible stimuli. In constructing a roadmap for this evolving field, we emphasize that efforts to inform clinicians, philosophers, and researchers of this condition are crucial. Along with strategies to sensitize diagnostic criteria and disorders of consciousness nosology to these vital discoveries, democratizing access to the resources necessary for clinical identification of CCP is an emerging clinical and ethical imperative.
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Affiliation(s)
- Michael J Young
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 101 Merrimac Street, Suite 310, Boston, MA 02114, USA
| | - Matteo Fecchio
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 101 Merrimac Street, Suite 310, Boston, MA 02114, USA
| | - Yelena G Bodien
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 101 Merrimac Street, Suite 310, Boston, MA 02114, USA
- Department of Physical Medicine and Rehabilitation, Spaulding Rehabilitation Hospital, Harvard Medical School, 300 1st Ave, Charlestown, Boston, MA 02129, USA
| | - Brian L Edlow
- Center for Neurotechnology and Neurorecovery, Department of Neurology, Massachusetts General Hospital and Harvard Medical School, 101 Merrimac Street, Suite 310, Boston, MA 02114, USA
- Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital and Harvard Medical School, 149 13th St, Charlestown, Charlestown, MA 02129, USA
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30
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Fang Z, Dang Y, Ling Z, Han Y, Zhao H, Xu X, Zhang M. The involvement of the human prefrontal cortex in the emergence of visual awareness. eLife 2024; 12:RP89076. [PMID: 38265851 PMCID: PMC10945701 DOI: 10.7554/elife.89076] [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] [Indexed: 01/25/2024] Open
Abstract
Exploring the neural mechanisms of awareness is a fundamental task of cognitive neuroscience. There is an ongoing dispute regarding the role of the prefrontal cortex (PFC) in the emergence of awareness, which is partially raised by the confound between report- and awareness-related activity. To address this problem, we designed a visual awareness task that can minimize report-related motor confounding. Our results show that saccadic latency is significantly shorter in the aware trials than in the unaware trials. Local field potential (LFP) data from six patients consistently show early (200-300ms) awareness-related activity in the PFC, including event-related potential and high-gamma activity. Moreover, the awareness state can be reliably decoded by the neural activity in the PFC since the early stage, and the neural pattern is dynamically changed rather than being stable during the representation of awareness. Furthermore, the enhancement of dynamic functional connectivity, through the phase modulation at low frequency, between the PFC and other brain regions in the early stage of the awareness trials may explain the mechanism of conscious access. These results indicate that the PFC is critically involved in the emergence of awareness.
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Affiliation(s)
- Zepeng Fang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal UniversityBeijingChina
| | - Yuanyuan Dang
- Department of Neurosurgery, Chinese PLA General HospitalBeijingChina
| | - Zhipei Ling
- Department of Neurosurgery, Chinese PLA General HospitalBeijingChina
| | - Yongzheng Han
- Department of Anesthesiology, Peking University Third HospitalBeijingChina
| | - Hulin Zhao
- Department of Neurosurgery, Chinese PLA General HospitalBeijingChina
| | - Xin Xu
- Department of Neurosurgery, Chinese PLA General HospitalBeijingChina
| | - Mingsha Zhang
- State Key Laboratory of Cognitive Neuroscience and Learning and IDG/McGovern Institute for Brain Research, Division of Psychology, Beijing Normal UniversityBeijingChina
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31
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Wiens S, Andersson A, Gravenfors J. Neural electrophysiological correlates of detection and identification awareness. COGNITIVE, AFFECTIVE & BEHAVIORAL NEUROSCIENCE 2023; 23:1303-1321. [PMID: 37656374 PMCID: PMC10545648 DOI: 10.3758/s13415-023-01120-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 06/28/2023] [Indexed: 09/02/2023]
Abstract
Humans have conscious experiences of the events in their environment. Previous research from electroencephalography (EEG) has shown visual awareness negativity (VAN) at about 200 ms to be a neural correlate of consciousness (NCC). However, when considering VAN as an NCC, it is important to explore which particular experiences are associated with VAN. Recent research proposes that VAN is an NCC of lower-level experiences (detection) rather than higher-level experiences (identification). However, previous results are mixed and have several limitations. In the present study, the stimulus was a ring with a Gabor patch tilting either left or right. On each trial, subjects rated their awareness on a three-level perceptual awareness scale that captured both detection (something vs. nothing) and identification (identification vs. something). Separate staircases were used to adjust stimulus opacity to the detection threshold and the identification threshold. Bayesian linear mixed models provided extreme evidence (BF10 = 131) that VAN was stronger at the detection threshold than at the identification threshold. Mean VAN decreased from [Formula: see text]2.12 microV [[Formula: see text]2.86, [Formula: see text]1.42] at detection to [Formula: see text]0.46 microV [[Formula: see text]0.79, [Formula: see text]0.11] at identification. These results strongly support the claim that VAN is an NCC of lower-level experiences of seeing something rather than of higher-level experiences of specific properties of the stimuli. Thus, results are consistent with recurrent processing theory in that phenomenal visual consciousness is reflected by VAN. Further, results emphasize that it is important to consider the level of experience when searching for NCC.
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Affiliation(s)
- Stefan Wiens
- Department of Psychology, Stockholm University, Stockholm, Sweden.
| | - Annika Andersson
- Department of Psychology, Stockholm University, Stockholm, Sweden
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32
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Kosnoff J, Yu K, Liu C, He B. Transcranial Focused Ultrasound to V5 Enhances Human Visual Motion Brain-Computer Interface by Modulating Feature-Based Attention. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.09.04.556252. [PMID: 37732253 PMCID: PMC10508752 DOI: 10.1101/2023.09.04.556252] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
Paralysis affects roughly 1 in 50 Americans. While there is no cure for the condition, brain-computer interfaces (BCI) can allow users to control a device with their mind, bypassing the paralyzed region. Non-invasive BCIs still have high error rates, which is hypothesized to be reduced with concurrent targeted neuromodulation. This study examines whether transcranial focused ultrasound (tFUS) modulation can improve BCI outcomes, and what the underlying mechanism of action might be through high-density electroencephalography (EEG)-based source imaging (ESI) analyses. V5-targeted tFUS significantly reduced the error for the BCI speller task. ESI analyses showed significantly increased theta activity in the tFUS condition at both V5 and downstream the dorsal visual processing pathway. Correlation analysis indicates that the dorsal processing pathway connection was preserved during tFUS stimulation, whereas extraneous connections were severed. These results suggest that V5-targeted tFUS' mechanism of action is to raise the brain's feature-based attention to visual motion.
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33
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Liu J, Bayle DJ, Spagna A, Sitt JD, Bourgeois A, Lehongre K, Fernandez-Vidal S, Adam C, Lambrecq V, Navarro V, Seidel Malkinson T, Bartolomeo P. Fronto-parietal networks shape human conscious report through attention gain and reorienting. Commun Biol 2023; 6:730. [PMID: 37454150 PMCID: PMC10349830 DOI: 10.1038/s42003-023-05108-2] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 07/06/2023] [Indexed: 07/18/2023] Open
Abstract
How do attention and consciousness interact in the human brain? Rival theories of consciousness disagree on the role of fronto-parietal attentional networks in conscious perception. We recorded neural activity from 727 intracerebral contacts in 13 epileptic patients, while they detected near-threshold targets preceded by attentional cues. Clustering revealed three neural patterns: first, attention-enhanced conscious report accompanied sustained right-hemisphere fronto-temporal activity in networks connected by the superior longitudinal fasciculus (SLF) II-III, and late accumulation of activity (>300 ms post-target) in bilateral dorso-prefrontal and right-hemisphere orbitofrontal cortex (SLF I-III). Second, attentional reorienting affected conscious report through early, sustained activity in a right-hemisphere network (SLF III). Third, conscious report accompanied left-hemisphere dorsolateral-prefrontal activity. Task modeling with recurrent neural networks revealed multiple clusters matching the identified brain clusters, elucidating the causal relationship between clusters in conscious perception of near-threshold targets. Thus, distinct, hemisphere-asymmetric fronto-parietal networks support attentional gain and reorienting in shaping human conscious experience.
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Affiliation(s)
- Jianghao Liu
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France.
- Dassault Systèmes, Vélizy-Villacoublay, France.
| | | | - Alfredo Spagna
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
- Department of Psychology, Columbia University in the City of New York, New York, NY, 10027, USA
| | - Jacobo D Sitt
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
| | - Alexia Bourgeois
- Laboratory of Cognitive Neurorehabilitation, Faculty of Medicine, University of Geneva, 1206, Geneva, Switzerland
| | - Katia Lehongre
- CENIR - Centre de Neuro-Imagerie de Recherche, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
| | - Sara Fernandez-Vidal
- CENIR - Centre de Neuro-Imagerie de Recherche, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
| | - Claude Adam
- Epilepsy Unit, AP-HP, Pitié-Salpêtrière Hospital, 75013, Paris, France
| | - Virginie Lambrecq
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
- Epilepsy Unit, AP-HP, Pitié-Salpêtrière Hospital, 75013, Paris, France
- Clinical Neurophysiology Department, AP-HP, Pitié-Salpêtrière Hospital, 75013, Paris, France
| | - Vincent Navarro
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France
- Epilepsy Unit, AP-HP, Pitié-Salpêtrière Hospital, 75013, Paris, France
- Clinical Neurophysiology Department, AP-HP, Pitié-Salpêtrière Hospital, 75013, Paris, France
| | - Tal Seidel Malkinson
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France.
- CNRS, CRAN, Université de Lorraine, F-54000, Nancy, France.
| | - Paolo Bartolomeo
- Sorbonne Université, Inserm, CNRS, Paris Brain Institute, ICM, Hôpital de la Pitié-Salpêtrière, 75013, Paris, France.
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He BJ. Towards a pluralistic neurobiological understanding of consciousness. Trends Cogn Sci 2023; 27:420-432. [PMID: 36842851 PMCID: PMC10101889 DOI: 10.1016/j.tics.2023.02.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2022] [Revised: 02/02/2023] [Accepted: 02/03/2023] [Indexed: 02/27/2023]
Abstract
Theories of consciousness are often based on the assumption that a single, unified neurobiological account will explain different types of conscious awareness. However, recent findings show that, even within a single modality such as conscious visual perception, the anatomical location, timing, and information flow of neural activity related to conscious awareness vary depending on both external and internal factors. This suggests that the search for generic neural correlates of consciousness may not be fruitful. I argue that consciousness science requires a more pluralistic approach and propose a new framework: joint determinant theory (JDT). This theory may be capable of accommodating different brain circuit mechanisms for conscious contents as varied as percepts, wills, memories, emotions, and thoughts, as well as their integrated experience.
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Affiliation(s)
- Biyu J He
- Neuroscience Institute, New York University Grossman School of Medicine, New York, NY 10016, USA; Departments of Neurology, Neuroscience and Physiology, Radiology, New York University Grossman School of Medicine, New York, NY 10016.
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